tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=27 objective=regression feature_names=precio_total_lag_1 precio_total_lag_2 precio_total_lag_3 precio_total_lag_4 precio_total_lag_5 precio_total_lag_6 precio_total_lag_7 precio_total_lag_8 precio_total_lag_9 precio_total_lag_10 precio_total_lag_11 precio_total_lag_12 precio_total_lag_13 precio_total_lag_14 precio_total_lag_15 precio_total_lag_16 precio_total_lag_17 precio_total_lag_18 precio_total_lag_19 precio_total_lag_20 precio_total_lag_21 precio_total_lag_22 precio_total_lag_23 precio_total_lag_24 mes marca_id_encoded año cluster_id feature_infos=[0:38042.510674999998] [0:33151.686945000001] [0:33151.686945000001] [0:38042.510674999998] [0:23051.6924] [0:33151.686945000001] [0:38042.510674999998] [0:38042.510674999998] [0:38042.510674999998] [0:33151.686945000001] [0:38042.510674999998] [0:23051.6924] [0:23051.6924] [0:38042.510674999998] [0:38042.510674999998] [0:33151.686945000001] [0:23051.6924] [0:18468.969599999997] [0:33151.686945000001] [0:16794.364999999998] [0:38042.510674999998] [0:18468.969599999997] [0:14488.255999999999] [0:38042.510674999998] -1:0:3:1:9:2:10:6:4:5:11:7:8 -1:15:199:9:10:150:194:72:27:136:18:76:16:21:83:35:91:42:49:55:94:126:26:5:23:144:37:140:38:149:89:2:3:19:50:142:81:198:59:107:58:84:62:97:33:13:24:78:134:73:70:14:20:12:96:98:161:39:125:131:41:47:103:82:40:108:160:68:7:22:66:127:116:119:168:122:117:120:99:87:56:11:138:105:101:61:74:111:31:36:167:156:57:43:0:121:52:163:34:114:60:90:4:65:118:75:29:28:64:67:93:17:195:157:155:77:152:44:30:85:141:180:112:92:48:53:151:45:159:124:109:110:69:166:113:86:1:88:196:139:171:164:147:129:162:130:154:46:143:137:71:181:106:174:8:188:128:95:135:146:104:100:80:169:182:51:193:25:178:115:102:175:6:145:191:123:172:190:32:170:176:63:133:153:165:173:158:185:148:179:132:54:177:79:183:184:192:186 [2022:2023] none tree_sizes=5437 5617 5625 5551 5636 5507 5259 5002 4939 5243 5139 5525 5381 5314 5537 5569 5146 5209 5355 4856 5051 5302 5419 5179 5180 5013 5109 4768 4839 5113 5473 5393 5332 4938 5393 4891 4845 5712 5544 5232 5546 5562 5362 5582 5631 5350 5089 5328 4467 5647 5613 4687 4806 4997 4935 5282 5614 5693 5442 5506 5087 5629 5217 5132 5669 5470 5134 5496 5063 5351 5368 4409 5152 4743 4386 5262 5308 4928 5291 5958 5565 5087 5341 5613 5623 5287 5239 5411 5238 5413 5667 5565 5697 5188 5329 5465 5143 5262 5241 5463 4470 4572 4958 4730 4923 5410 4831 4378 5195 4796 5366 5186 5486 5713 5416 4753 5229 4764 4350 4445 4808 4431 4865 3651 4706 4879 4944 5326 4769 4889 5298 5339 4709 5074 4627 5442 4858 4643 4577 4465 5207 4755 5126 4915 5147 5182 5037 5594 3923 5454 4109 4267 4959 4669 5195 5169 4619 4741 4912 5048 4763 4615 4738 4295 4502 4684 4143 4339 5109 5418 4206 4392 4279 4351 4500 4471 4815 4601 5163 4962 4440 4197 4367 4547 4595 5222 4909 4059 4362 4588 4265 4317 4228 4528 4247 4737 4214 4148 5191 4350 4699 3948 4150 5067 4462 3765 4385 3784 3614 4139 4776 4507 4076 4027 4064 4870 4491 4930 4518 4562 4234 3438 4226 3889 3455 3809 3490 4306 3962 3949 5252 5769 4523 3435 5257 4633 4012 4754 4441 4711 4342 2600 3059 2987 3593 3629 3605 3956 3791 3680 3764 4011 3268 3617 4012 3513 3691 3863 3938 3757 4043 4195 3879 4332 3765 4915 3229 3839 3070 3148 2818 3128 2817 2910 4172 3868 3773 3664 2992 3890 2926 4282 2943 4204 2846 4235 3719 4197 3594 3655 3626 3705 3907 3323 3881 2669 3503 2735 3380 2814 4513 3929 3827 4621 4632 2830 3850 3125 3151 3297 4455 2804 2323 2662 2019 2170 2073 2061 1801 2147 3430 3142 3273 3400 3489 3640 3804 3738 3109 3703 2546 2693 2199 2143 2187 3073 2413 2212 2605 2348 3090 3294 3103 2661 3377 2951 2955 2686 2520 2484 3496 3550 3248 3603 3321 3220 3100 3087 3132 3149 2407 2767 2710 2651 2805 2555 3022 2380 2569 2657 2905 3183 2181 2506 2099 2031 2635 3182 2322 2302 2255 2531 3171 2738 2115 2418 2594 2757 2656 2755 3612 2679 3259 2665 3996 2318 2503 2840 2724 2336 2428 2619 2442 3212 2898 3105 2398 2493 2104 2369 2198 2493 2585 2550 2635 2439 2368 2025 2436 2528 2682 2696 2684 2706 2714 2110 2106 2109 2046 2280 3289 3071 3219 3687 2034 2595 2635 2282 2499 2626 2580 4309 3112 3544 2462 1806 2178 2605 2025 1937 2751 2767 2672 2572 2761 2366 3083 2826 2828 3033 2375 2596 3556 2728 2315 2357 2211 2204 2338 2270 2049 2117 2693 2269 2123 2714 2894 3516 3599 2641 1885 1867 1877 1876 2086 1897 2539 3178 1831 1952 3021 2556 2303 3098 2368 2715 2679 3066 2636 2676 2323 2116 2724 2115 2273 2302 2832 2324 2763 2381 2439 2369 2796 2359 2199 3219 3063 2484 2523 3157 2295 2608 2043 2402 2438 3053 3177 3238 3070 3250 2571 2421 2627 2336 2044 3536 3316 2422 2977 2734 2374 2214 2724 2975 3495 2815 1789 2104 2339 2460 1793 1870 1954 2009 1867 2711 2850 3199 2776 2924 2101 2219 2660 2683 2604 2698 2552 2137 2455 2705 2845 2757 2857 2733 2891 2297 2289 2451 2446 2624 2094 2194 2124 2399 2365 3299 2377 2179 2009 2224 2344 2357 2735 2274 2594 2965 2973 2773 1977 2485 3617 3364 2415 2659 2706 2210 2022 2025 2286 2454 2498 2676 2188 2334 2493 2355 2208 1936 2224 2029 3235 2890 3572 2055 2900 3128 2214 2226 2196 2775 2484 2781 2584 2477 2445 2345 2222 2329 2407 2464 1872 1792 2513 2865 2490 2267 2359 2321 2363 2414 2110 2481 2037 2380 1777 2237 2042 2405 1867 1866 2331 2436 2590 2424 2092 2102 1948 1941 2037 2020 2235 2477 2099 2127 2482 2969 2800 2740 2798 2658 2350 2396 2262 2421 2700 2835 3521 2374 2370 3671 2276 2273 2368 2268 2258 2429 2201 2201 3067 2193 2435 2881 2398 3031 2796 2151 2331 2051 2709 2594 2763 2744 3755 3170 3023 2357 2474 2178 2488 2797 2266 2730 2466 2471 2377 2209 2206 2273 2983 2281 2464 2309 2436 2408 2538 2473 2565 2573 2645 2581 2711 2702 2972 2427 2780 2552 2947 2541 3423 2555 2029 1852 2125 2127 1763 3293 2595 2563 2891 2594 2446 2282 2255 2349 2269 1934 1929 2751 1859 2284 2335 2330 2195 2087 2357 2462 2718 2513 2609 2299 2661 1856 2599 2281 2600 3419 2721 2173 2453 2312 2358 2438 2177 2476 2425 2630 2713 2584 2006 3383 2059 3398 2037 3304 1900 3077 3224 3513 2339 3396 2417 2429 2667 2496 2358 2630 2608 2611 2567 2627 2335 2346 2349 2404 2191 2672 2637 2158 2761 2762 2346 2162 2404 2368 2415 2567 2189 2457 2332 2263 2137 2176 2187 2715 2959 2662 2149 2119 2336 2409 2411 2704 2958 2992 2256 2518 2178 2073 1938 2165 3495 3214 2472 2948 2550 2213 2282 2279 2273 2207 2469 2485 2200 2501 2266 3166 3192 3529 3077 2749 2393 2501 3066 2638 2917 2906 2625 2694 2806 2505 2536 2519 2878 2961 2612 2212 2261 3145 3083 2208 2557 2581 2601 2578 2309 2339 2345 2101 2030 2509 2281 2428 1935 2477 2403 1822 2846 2270 1818 2744 2696 3113 3075 2957 2776 2717 2271 2374 2269 2527 3323 2230 2905 2357 2983 2856 2787 2618 3402 2949 2172 2205 2174 2264 2241 3385 4019 3040 2913 3701 2119 2445 2554 1920 1997 2456 2711 2762 2755 2687 2006 2420 2010 2086 2646 2698 3502 2707 2707 2730 2622 2615 2540 2979 2610 2506 3066 2503 3079 2687 2635 2608 2700 2639 2835 2750 3212 3211 3125 3113 2780 2743 3525 2670 2943 2912 2987 3143 2829 2772 Tree=0 num_leaves=60 num_cat=5 split_feature=0 2 0 4 2 0 3 2 25 3 3 0 7 2 25 13 26 2 2 11 3 3 2 25 14 2 0 19 3 10 2 26 8 13 3 3 7 10 6 6 6 4 8 4 3 7 0 2 2 2 6 25 8 10 6 12 4 25 26 split_gain=1.6842e+09 1.487e+09 6.82877e+08 4.92602e+08 3.40832e+08 1.5348e+08 8.70868e+07 7.18955e+07 7.10466e+07 4.6292e+07 4.25064e+07 2.4274e+07 1.99186e+07 1.94421e+07 1.93383e+07 1.51444e+07 2.60455e+07 2.63587e+07 1.44709e+07 1.41763e+07 1.84367e+07 1.35925e+07 1.35165e+07 1.22867e+07 1.20036e+07 1.14964e+07 1.13177e+07 1.13021e+07 1.12579e+07 1.11869e+07 4.39169e+07 1.03716e+07 1.01777e+07 9.58842e+06 9.02722e+06 8.94382e+06 6.87294e+06 6.34434e+06 5.95495e+06 5.10655e+06 4.95999e+06 4.86941e+06 4.77823e+06 4.43619e+06 3.98348e+06 3.62798e+06 3.39972e+06 3.39185e+06 3.30583e+06 2.8616e+06 2.73795e+06 2.73118e+06 2.68011e+06 2.6022e+06 2.38908e+06 1.25503e+06 1.0258e+06 730090 498334 threshold=2778.6210000000005 2682.0900000000006 474.29950500000001 2693.9010000000007 1107.4580000000003 104.01000000000001 991.56000000000017 385.09140000000008 0 1282.3492500000004 83.825000000000003 887.79240000000016 576.56500000000017 114.82550000000002 1 1063.1169900000002 2022.5000000000002 44.728500000000004 27.046500000000005 2105.5980000000004 2725.8677800000005 543.62350000000004 2682.0900000000006 2 784.87910000000022 189.07500000000002 1519.5755740000002 485.3875000000001 128.84440000000004 246.87250000000003 34.899980000000006 2022.5000000000002 1017.6571000000002 54.925500000000007 209.58850000000004 1890.7105500000002 88.405000000000015 172.93750000000003 229.00250000000003 1136.6981000000003 265.24250000000001 104.01000000000001 265.17450000000002 30.733578000000005 1890.7105500000002 240.72500000000002 21.467000000000002 36.046250000000008 79.668750000000017 131.60043150000004 420.87650000000008 3 196.1165 1935.1350000000002 35.939370000000004 250.65000000000003 480.67500000000001 4 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 left_child=2 15 5 -3 8 10 22 14 9 11 18 25 27 36 34 16 17 -2 23 20 31 50 37 53 26 -4 -11 42 -18 41 -31 -8 -13 -23 45 40 51 54 47 -39 -15 -20 -9 -37 -38 -7 -25 -16 -36 56 -14 -12 -40 -1 -6 58 57 -10 -51 right_child=1 3 4 -5 6 7 19 12 49 24 13 32 21 35 38 -17 28 -19 29 -21 -22 33 -24 46 -26 -27 -28 -29 -30 30 -32 -33 -34 -35 48 43 44 39 52 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 55 -52 -53 -54 -55 -56 -57 -58 -59 -60 leaf_value=20.900845856711197 42.783462978045975 58.795352480980029 23.304981251828778 122.86575662908183 29.257025957415948 21.935781339928351 39.883754049401176 23.366614100254974 20.738696633990685 27.647717915300376 21.444455314964554 26.308224452979509 23.933975714735457 21.954946454942323 21.103296645361375 41.788012257395174 23.502037685605156 30.326124609294709 20.889558201079144 47.858177266005256 45.797602600853999 36.303757711282103 37.78118564874972 20.651720617046678 38.471729920652322 25.397174111891086 35.507310277359402 30.505025778275233 32.624732911281058 37.125131733986009 21.875887644398411 33.241111918541066 31.108297967406379 28.236556248966885 22.520964496708018 22.929986772479882 21.834479602890706 29.722604407878983 22.043172632718413 35.257882779594532 23.359558219298393 21.537942897550604 25.365440590857578 28.922651463282378 26.342541556688417 23.170309235712125 20.826000687145921 21.67192360752766 23.980915781061185 23.439131723074102 27.611852934111567 20.923565322275785 23.943934370178134 23.898363029144132 25.961654979840823 25.482158098670112 23.408555740579647 21.637403310456282 22.116603714442657 leaf_weight=21654 35 20 625 30 44 2509 57 561 116 57 1263 554 48 1409 3900 21 31 33 14747 23 33 26 22 291490 22 453 27 26 24 20 339 40 48 34 266 21 983 50 272 25 306 1257 152 30 20 263 11640 1435 372 56 35 4893 102 29 44 20 29 518 58 leaf_count=21654 35 20 625 30 44 2509 57 561 116 57 1263 554 48 1409 3900 21 31 33 14747 23 33 26 22 291490 22 453 27 26 24 20 339 40 48 34 266 21 983 50 272 25 306 1257 152 30 20 263 11640 1435 372 56 35 4893 102 29 44 20 29 518 58 internal_value=20.7982 50.2534 20.7813 97.2376 25.5969 20.7422 35.0398 21.9637 24.3612 25.4607 20.7073 25.0824 24.6899 21.3886 21.7 33.9395 32.5995 36.738 20.6895 40.6214 39.3411 28.1062 30.4237 20.6749 31.8962 24.1842 30.174 24.0289 27.4829 20.9796 22.7254 37.1445 26.691 31.7323 22.2954 22.3283 21.1568 29.4307 21.3408 31.5677 22.2056 20.9405 23.7927 26.4551 21.9244 22.0529 20.6584 21.2562 23.3722 21.8259 25.4849 21.0317 22.5616 20.9048 27.6093 23.1716 21.5694 21.4853 22.7663 internal_weight=0 194 363023 50 2921 360102 338 10001 2583 1786 350101 1680 882 8925 9119 144 123 68 341176 153 130 143 185 324813 106 1078 84 739 55 16363 359 97 602 60 3410 1766 7159 163 5709 75 1715 16004 713 51 1003 2772 303130 5335 638 797 83 6156 374 21683 88 134 663 634 114 internal_count=363217 194 363023 50 2921 360102 338 10001 2583 1786 350101 1680 882 8925 9119 144 123 68 341176 153 130 143 185 324813 106 1078 84 739 55 16363 359 97 602 60 3410 1766 7159 163 5709 75 1715 16004 713 51 1003 2772 303130 5335 638 797 83 6156 374 21683 88 134 663 634 114 cat_boundaries=0 7 12 18 23 28 cat_threshold=137676288 1207961088 68161808 1073807360 4210688 16384 132 68191232 134217792 67113280 1077936640 12582912 3222274048 360452 65601 1181810736 41979392 2424399872 1049728 360452 528720 100663296 4194304 2147483648 262176 1 7340032 2048 is_linear=0 shrinkage=1 Tree=1 num_leaves=61 num_cat=6 split_feature=0 1 0 2 1 5 1 3 2 0 1 3 1 25 3 3 1 8 2 9 2 2 1 3 0 8 25 2 0 4 4 15 26 25 0 3 6 5 4 9 25 5 0 8 25 6 4 1 0 5 1 8 4 10 25 4 0 2 2 2 split_gain=1.65069e+09 1.49333e+09 6.69295e+08 3.34048e+08 1.5779e+08 1.20997e+08 8.85371e+07 8.53538e+07 6.47524e+07 4.94511e+07 4.71982e+07 4.50671e+07 4.40283e+07 3.55524e+07 2.22165e+07 2.15905e+07 2.06617e+07 1.48957e+07 1.38064e+07 1.34797e+07 4.10076e+07 1.32475e+07 1.31914e+07 1.30985e+07 1.1343e+07 1.08564e+07 1.08045e+07 1.04643e+07 1.00043e+07 9.89826e+06 9.8595e+06 9.57653e+06 9.54567e+06 8.96196e+06 8.73477e+06 8.24945e+06 7.86988e+06 1.43558e+07 7.45037e+06 7.35769e+06 7.27914e+06 6.35803e+06 6.00337e+06 5.77911e+06 5.71833e+06 5.68532e+06 5.56644e+06 4.77091e+06 4.14195e+06 3.96021e+06 3.82595e+06 3.70487e+06 3.47728e+06 3.28328e+06 2.75646e+06 2.22455e+06 2.16548e+06 1.68657e+06 1.58394e+06 1.49739e+06 threshold=2778.6210000000005 2781.5828000000006 474.29950500000001 1107.4580000000003 130.40580000000003 2871.8940000000007 733.85806350000018 991.56000000000017 251.15409550000004 65.403650000000013 1892.2623000000001 1282.3492500000004 354.74564000000004 0 543.62350000000004 92.623500000000021 860.12500000000011 196.1165 27.046500000000005 395.07800000000003 43.232163000000007 2682.0900000000006 1461.4925000000003 1493.1141200000004 1275.1415000000002 399.3245290000001 1 385.09140000000008 1275.1415000000002 1.7467500000000002 480.67500000000001 1141.8240000000003 2022.5000000000002 2 134.27105550000002 242.28262000000004 1000.0509250000001 92.948000000000022 974.87180000000001 487.08190000000008 3 342.68350000000004 887.79240000000016 242.06775000000002 4 1136.6981000000003 309.63250000000005 523.64669700000002 174.79296150000002 772.27550000000008 214.60600000000002 522.29990000000009 134.90551250000004 1935.1350000000002 5 77.439500000000024 52.898140000000005 189.07500000000002 32.14650000000001 52.051000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 12 4 6 9 -3 13 21 15 18 23 31 32 28 34 40 43 33 26 35 -21 39 41 -9 -12 -13 53 58 30 -18 -4 42 -2 52 55 -20 37 -14 -25 50 51 -16 -8 -17 49 -41 -30 -36 -29 -15 -5 -6 -11 -1 -28 -10 -42 -46 -19 -35 right_child=1 5 3 7 8 -7 11 10 14 17 24 25 36 44 22 16 29 27 19 20 -22 -23 -24 38 -26 -27 54 48 46 -31 -32 -33 -34 59 47 -37 -38 -39 -40 45 56 -43 -44 -45 57 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 leaf_value=0.082837747596474276 11.723905554864464 60.995271040874975 3.1755157315909504 3.2808467407848525 1.0047345772515399 92.776778662109379 4.7817953444544861 10.531548053953385 1.2530594627807539 0.68175343215094542 31.471823991846154 21.79988914836537 22.495107030414403 2.1384867340246951 3.4277018629600264 1.2409873864784282 9.664902421468641 0.88747530217580217 0.098138258386342908 16.306706874668599 1.2602376977571597 16.813116110021419 12.618156751394272 13.223391986846924 22.606072850381175 12.674448340535164 -0.057634402056139157 1.9919637609209335 7.9481550534890619 3.7860145653172546 5.7787409387480828 12.930679390647194 4.8575905902981757 0.12780407113263764 2.7979080000934657 1.3369605268535325 23.930575650533044 10.657043467521667 20.730414809202536 9.0986631724947973 0.17312351356859895 6.4046694012804766 7.5451870090440414 2.7988742402611293 0.68821731865301827 15.471218032836914 3.973126275582747 4.7649356050048368 6.1670528301999381 5.9380910268323177 7.928783577355472 3.553881239325313 1.4665825995946642 3.2394290097554523 -0.15160141532942326 2.3898568677596557 0.74281346843911311 2.2646703476720043 1.9353926837386808 0.53280687853498288 leaf_weight=22283 41 23 668 23 1694 25 164 36 384 4167 27 22 21 507 145 1398 41 269 15382 20 192 22 24 20 31 32 35418 35 98 95 186 22 40 4787 378 557 24 20 39 42 2907 142 151 287 572 21 55 183 74 29 77 59 653 33 265878 312 866 77 311 1128 leaf_count=22283 41 23 668 23 1694 25 164 36 384 4167 27 22 21 507 145 1398 41 269 15382 20 192 22 24 20 31 32 35418 35 98 95 186 22 40 4787 378 557 24 20 39 42 2907 142 151 287 572 21 55 183 74 29 77 59 653 33 265878 312 866 77 311 1128 internal_value=0 29.1607 -0.0168113 4.75067 -0.0554832 77.5481 3.52736 14.0992 1.25834 -0.0888349 19.6249 7.91098 13.2524 2.74543 3.10314 0.864619 1.80896 0.558304 -0.110594 0.174748 2.67972 9.52921 5.49619 15.2852 26.7332 16.3922 -0.124835 1.98363 4.12343 5.55833 3.74249 6.55197 8.33313 0.466823 2.51106 0.14143 19.3826 16.7204 18.1857 8.54611 0.553428 4.90063 6.10647 1.50634 1.52674 11.2228 6.51922 3.43956 4.82643 2.30113 6.85976 1.08434 0.786448 0.0874664 -0.140558 1.76266 0.303079 0.861973 1.44938 0.204693 internal_weight=0 194 363023 2921 360102 48 2583 338 8915 351187 153 391 146 2192 1568 7347 1821 11424 339763 16151 212 185 311 95 58 54 323612 689 1007 136 854 337 81 10735 1257 15939 65 41 59 163 5526 287 315 1685 1185 63 153 561 109 536 100 1753 4820 22316 301296 696 3773 649 580 5915 internal_count=363217 194 363023 2921 360102 48 2583 338 8915 351187 153 391 146 2192 1568 7347 1821 11424 339763 16151 212 185 311 95 58 54 323612 689 1007 136 854 337 81 10735 1257 15939 65 41 59 163 5526 287 315 1685 1185 63 153 561 109 536 100 1753 4820 22316 301296 696 3773 649 580 5915 cat_boundaries=0 7 13 18 22 29 36 cat_threshold=3180032 134217728 4352 0 16384 16384 128 3222274048 360452 65601 1181811248 8424448 2424399872 145786368 134512740 1053008 1077936640 12583936 202408960 262144 1053504 1073741824 201605120 1073743360 135790672 1073741824 4199424 2 4 536903812 64 276831380 2147886336 571605632 4326608 1 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=62 num_cat=6 split_feature=0 1 0 2 1 5 1 3 2 0 1 3 1 25 3 3 1 2 2 9 2 2 1 3 0 8 25 8 0 1 4 26 0 25 3 6 5 4 9 25 0 5 8 6 4 2 9 13 1 1 3 8 10 24 6 25 5 1 4 0 4 split_gain=1.61784e+09 1.46361e+09 6.55977e+08 3.274e+08 1.5465e+08 1.18589e+08 8.67752e+07 8.36552e+07 6.34638e+07 4.8467e+07 4.62589e+07 4.41703e+07 4.31521e+07 3.48449e+07 2.17744e+07 2.11609e+07 2.02505e+07 1.46289e+07 1.35317e+07 1.32114e+07 4.01916e+07 1.29839e+07 1.29288e+07 1.28378e+07 1.11173e+07 1.06404e+07 1.05895e+07 9.86915e+06 9.80521e+06 9.7638e+06 9.70129e+06 9.35571e+06 8.56095e+06 8.52722e+06 8.08528e+06 7.71328e+06 1.40701e+07 7.30211e+06 7.21127e+06 7.13429e+06 7.07625e+06 6.23151e+06 5.66411e+06 5.57219e+06 5.45567e+06 5.41129e+06 5.15833e+06 4.68168e+06 4.67597e+06 3.74981e+06 3.64703e+06 3.63114e+06 3.21794e+06 3.20322e+06 2.74904e+06 2.74723e+06 2.38099e+06 2.29374e+06 2.18028e+06 2.12238e+06 1.98804e+06 threshold=2778.6210000000005 2781.5828000000006 474.29950500000001 1107.4580000000003 130.40580000000003 2871.8940000000007 733.85806350000018 991.56000000000017 251.15409550000004 65.403650000000013 1892.2623000000001 1282.3492500000004 354.74564000000004 0 543.62350000000004 92.623500000000021 860.12500000000011 230.86370000000002 27.046500000000005 395.07800000000003 43.232163000000007 2682.0900000000006 1461.4925000000003 1493.1141200000004 1275.1415000000002 399.3245290000001 1 204.15015000000002 1275.1415000000002 137.46340000000004 1.7467500000000002 2022.5000000000002 134.27105550000002 2 242.28262000000004 1000.0509250000001 92.948000000000022 974.87180000000001 487.08190000000008 3 887.79240000000016 342.68350000000004 242.06775000000002 1136.6981000000003 309.63250000000005 189.07500000000002 11.865000000000002 776.13908000000004 523.64669700000002 214.60600000000002 648.27500000000009 522.29990000000009 1935.1350000000002 4 75.612950000000012 5 723.78135000000009 5.7020000000000008 77.439500000000024 52.898140000000005 134.90551250000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 left_child=2 12 4 6 9 -3 13 21 15 18 23 40 31 28 32 39 42 33 26 34 -21 38 41 -9 -12 -13 52 60 29 -4 -18 -2 58 53 -20 36 -14 -25 49 51 47 -16 -17 -40 -30 55 -42 -8 -34 -5 -29 -6 -1 -11 -28 -15 -47 -35 -10 -41 -19 right_child=1 5 3 7 8 -7 11 10 14 17 24 25 35 45 22 16 30 27 19 20 -22 -23 -24 37 -26 -27 54 50 44 -31 -32 -33 48 57 -36 -37 -38 -39 43 59 46 -43 -44 -45 -46 56 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 leaf_value=0.082009368440251584 11.606666184198566 60.385319077864935 2.6333094350510922 3.2480382913091912 0.99468723080128685 91.849012060546883 4.4808145144250657 10.426232557296753 1.2405288734380155 1.713804824880875 31.157105910689744 21.5818905024095 22.270155463445754 0.38373392604782197 3.3934248641606035 1.2285775162311583 9.5682534699323707 0.86265297532190433 0.097156883237374619 16.143639842510225 1.2476353344476472 16.644984826608137 12.491975208322208 13.091158098220827 22.380012295630674 12.547703917026521 -0.14277071186638371 3.3407081338728983 7.8686735707886362 4.7718215534564488 3.7481544048911646 4.8090145463943479 2.7699289073996129 0.1294700178754476 1.3235909337747702 23.691270167032876 10.550473180770874 20.523110561859912 9.0076765918731692 0.17139228038182261 9.6432075339350209 6.3406227087974552 2.7708855089846391 15.316505995250884 3.9333949771577665 2.4915069867356476 6.089581896608526 9.6255507297515877 4.7172862409437943 7.8494959789746774 7.8497159004211428 3.518342492540004 3.2070348103841146 0.74948103923430764 0.11331215222410947 1.5624389417793441 5.6357403938858601 0.50308501715465359 2.3659583040422354 0.73538533623891666 2.0823291045333701 leaf_weight=22283 41 23 426 23 1694 25 153 36 384 401 27 22 21 324 145 1398 41 445 15382 20 192 22 24 20 31 32 297044 174 98 428 95 40 378 4737 557 24 20 39 42 2907 87 142 287 21 55 223 77 20 183 77 20 59 33 2940 4252 611 27 2516 312 866 191 leaf_count=22283 41 23 426 23 1694 25 153 36 384 401 27 22 21 324 145 1398 41 445 15382 20 192 22 24 20 31 32 297044 174 98 428 95 40 378 4737 557 24 20 39 42 2907 87 142 287 21 55 223 77 20 183 77 20 59 33 2940 4252 611 27 2516 312 866 191 internal_value=0 28.869 -0.0166433 4.70316 -0.0549284 76.7727 3.49209 13.9582 1.24575 -0.0879466 19.4287 7.83187 13.1199 2.71798 3.07211 0.855973 1.79087 0.552721 -0.109488 0.173 2.65292 9.43392 5.44123 15.1323 26.4659 16.2283 -0.123587 1.83118 4.0822 3.70507 5.50274 8.2498 2.48595 0.452558 0.140016 19.1888 16.5532 18.0038 8.46064 0.547894 6.48645 4.85162 1.49127 11.1106 6.45403 1.51148 7.97474 5.07558 3.40516 6.79116 3.80555 1.0735 0.0865917 0.869992 -0.139152 1.1748 2.83108 0.258717 1.74503 0.300048 1.22894 internal_weight=0 194 363023 2921 360102 48 2583 338 8915 351187 153 391 146 2192 1568 7347 1821 11424 339763 16151 212 185 311 95 58 54 323612 830 1007 854 136 81 1257 10594 15939 65 41 59 163 5526 337 287 1685 63 153 1185 164 173 561 100 194 1753 22316 3341 301296 935 250 7253 696 3773 636 internal_count=363217 194 363023 2921 360102 48 2583 338 8915 351187 153 391 146 2192 1568 7347 1821 11424 339763 16151 212 185 311 95 58 54 323612 830 1007 854 136 81 1257 10594 15939 65 41 59 163 5526 337 287 1685 63 153 1185 164 173 561 100 194 1753 22316 3341 301296 935 250 7253 696 3773 636 cat_boundaries=0 7 13 18 22 23 28 cat_threshold=3180032 134217728 4352 0 16384 16384 128 3222274048 360452 65601 1181811248 8424448 2424399872 143688704 134512708 4432 1077936640 8389632 202408960 262144 1053504 1073741824 2 2155872256 360544 1 2221932576 2048 is_linear=0 shrinkage=0.01 Tree=3 num_leaves=61 num_cat=7 split_feature=0 1 0 2 1 5 1 3 3 0 1 3 1 25 2 1 2 2 2 9 2 3 6 0 25 0 3 15 26 24 25 3 6 5 25 4 9 14 3 2 1 1 3 0 6 3 25 6 1 4 5 0 10 1 0 0 4 1 3 25 split_gain=1.58564e+09 1.43449e+09 6.42941e+08 3.2088e+08 1.51573e+08 1.1623e+08 8.50454e+07 8.19905e+07 6.23135e+07 4.75218e+07 4.53384e+07 4.32913e+07 4.22934e+07 3.44e+07 2.86869e+07 2.25308e+07 1.52233e+07 1.28919e+07 1.27255e+07 1.26186e+07 3.96615e+07 1.25823e+07 1.09451e+07 1.07969e+07 1.05346e+07 9.74172e+06 9.4483e+06 9.37776e+06 9.16953e+06 9.08919e+06 8.50987e+06 8.10949e+06 7.55978e+06 1.37901e+07 7.51533e+06 7.1568e+06 7.06776e+06 6.92032e+06 6.84251e+06 6.68922e+06 6.34124e+06 5.8003e+06 2.16127e+07 5.74867e+06 5.4613e+06 5.14827e+06 4.65912e+06 4.315e+06 3.67519e+06 3.58399e+06 3.40698e+06 3.20129e+06 3.14896e+06 3.10318e+06 2.94713e+06 2.80503e+06 2.44859e+06 1.86046e+06 1.72588e+06 317438 threshold=2778.6210000000005 2781.5828000000006 474.29950500000001 1107.4580000000003 130.40580000000003 2871.8940000000007 733.85806350000018 991.56000000000017 411.39420000000001 86.808500000000024 1892.2623000000001 1282.3492500000004 354.74564000000004 0 114.82550000000002 678.28840000000002 27.046500000000005 230.86370000000002 2682.0900000000006 395.07800000000003 42.47055000000001 1493.1141200000004 1529.30718 137.52300000000002 1 688.40820000000008 1890.7105500000002 1141.8240000000003 2022.5000000000002 2 3 242.28262000000004 1000.0509250000001 92.948000000000022 4 974.87180000000001 487.08190000000008 595.43450000000018 411.39420000000001 522.27250000000015 523.64669700000002 1461.4925000000003 815.10500000000013 887.79240000000016 1136.6981000000003 1493.1141200000004 5 898.38705000000004 214.60600000000002 137.52500000000001 179.89500000000001 48.938116000000008 1935.1350000000002 270.00500000000005 19.000000000000004 299.04000000000008 30.733578000000005 22.752404000000002 1493.1141200000004 6 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 left_child=2 12 4 6 9 -3 13 18 14 16 21 27 28 25 30 39 24 34 36 31 -21 -9 -12 53 52 38 -13 43 -2 -27 47 -18 33 -14 55 -23 48 49 -4 58 -25 45 -43 -8 -38 -17 59 -6 -5 -19 -48 -32 -1 -16 -26 -11 -41 -36 -10 -15 right_child=1 5 3 7 8 -7 11 10 15 17 22 26 32 46 23 41 19 37 -20 20 -22 35 -24 40 54 29 -28 -29 -30 -31 51 -33 -34 -35 57 -37 44 -39 -40 56 -42 42 -44 -45 -46 -47 50 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 leaf_value=0.083625315109349785 11.49059984253674 59.781465895279602 2.2678623818129724 3.2155579117070072 1.1128243775048328 90.930522656249991 4.6844636830033322 10.321970247692532 1.9975484392997924 0.8142884248725577 29.850982383279238 20.74266611893972 22.047454265412831 -0.024932434790957289 0.89425399379637971 4.8818026239196692 0.11242006410827343 1.1681207577087158 16.478535304503009 15.980588975429535 1.2274623540214651 12.960246583938599 21.03077522277832 2.3353640804794686 -0.14288711356738873 2.9122425273623334 12.32469445212682 12.733750121376731 4.7609244349002839 5.9585045187998542 0.18260564174603111 1.3002664294898909 23.454357159932457 10.444968273162843 0.20749408102998776 20.317879515183279 8.9175999480202091 6.1668870004018155 5.1322984664374536 1.882769263131278 4.3548855339323431 16.054215494537356 3.6449167853966356 7.3886001416540932 15.163340714772541 10.017668416283348 1.5709225981312416 4.7101677158299617 7.7710009857276816 2.6684686418722072 3.2158634067185319 0.8233137803831605 3.1749644666729551 1.8703439855943464 0.016797430798378948 1.6669489974523846 5.1520673507357406 0.62380638243493292 4.367732751730717 0.64859279923869251 leaf_weight=22377 41 23 355 23 1728 25 164 36 445 2055 34 24 21 103 659 173 16114 473 22 20 205 20 24 634 290885 239 30 22 40 352 3082 596 24 20 4200 39 42 36 109 28 206 25 32 151 21 22 620 34 77 240 158 1044 33 644 12036 475 126 1442 33 256 leaf_count=22377 41 23 355 23 1728 25 164 36 445 2055 34 24 21 103 659 173 16114 473 22 20 205 20 24 634 290885 239 30 22 40 352 3082 596 24 20 4200 39 42 36 109 28 206 25 32 151 21 22 620 34 77 240 158 1044 33 644 12036 475 126 1442 33 256 internal_value=0 28.5804 -0.0164756 4.6562 -0.0543784 76.0049 3.45724 13.8186 1.2333 -0.0870665 19.2344 7.75355 12.9887 2.69089 0.955918 3.75323 -0.105847 0.633464 9.33958 0.186462 2.53885 14.981 26.2012 1.94659 -0.121063 3.98745 16.066 6.42158 8.1673 4.8767 0.595353 0.154787 18.9969 16.3877 0.518376 17.8238 8.37604 1.88913 2.94076 2.74513 2.83063 6.28148 9.08759 5.98073 10.9995 5.46123 1.44009 1.17557 6.72325 1.67315 1.88081 0.34389 0.0881382 1.37668 -0.136538 0.970537 4.55765 0.313341 2.16118 0.459914 internal_weight=0 194 363023 2921 360102 48 2583 338 8915 351187 153 391 146 2192 8031 884 342266 8921 185 16935 225 95 58 2143 325331 1055 54 337 81 591 5888 16710 65 41 8172 59 163 749 464 632 840 252 57 315 63 195 1137 1762 100 713 778 4126 22410 1303 302921 2530 154 5642 478 359 internal_count=363217 194 363023 2921 360102 48 2583 338 8915 351187 153 391 146 2192 8031 884 342266 8921 185 16935 225 95 58 2143 325331 1055 54 337 81 591 5888 16710 65 41 8172 59 163 749 464 632 840 252 57 315 63 195 1137 1762 100 713 778 4126 22410 1303 302921 2530 154 5642 478 359 cat_boundaries=0 7 13 14 19 24 29 34 cat_threshold=3180032 134217728 4352 0 4210688 16384 128 3222274048 360452 65601 1181811248 9473024 2424399872 977 1081344 1074003968 1053008 1073741824 1024 143688704 134479936 4416 1077936640 8388672 2155937796 360480 513 2221932577 2048 2147483648 32 1 7340033 2048 is_linear=0 shrinkage=0.01 Tree=4 num_leaves=62 num_cat=6 split_feature=0 1 0 2 1 5 1 3 0 3 1 3 1 25 2 1 8 2 2 9 9 2 3 0 25 8 0 0 15 26 24 4 5 2 3 25 25 6 5 4 9 3 1 8 0 8 2 6 2 4 1 3 10 25 1 1 2 1 10 4 0 split_gain=1.55409e+09 1.40594e+09 6.30234e+08 3.14472e+08 1.48679e+08 1.13917e+08 8.33386e+07 8.03589e+07 5.65752e+07 5.32536e+07 4.44362e+07 4.24298e+07 4.14518e+07 3.37367e+07 3.01559e+07 2.01184e+07 1.85154e+07 1.6939e+07 1.31367e+07 1.30729e+07 4.00229e+07 1.24723e+07 1.2332e+07 1.08934e+07 1.04154e+07 1.03952e+07 9.56918e+06 9.56282e+06 9.19114e+06 8.98706e+06 8.90975e+06 8.76915e+06 1.82978e+07 8.7907e+06 8.76773e+06 7.87822e+06 7.73719e+06 7.40934e+06 1.35157e+07 7.01438e+06 6.92712e+06 6.70634e+06 6.47288e+06 5.64121e+06 5.63427e+06 5.61022e+06 5.44842e+06 5.35262e+06 4.60268e+06 3.71392e+06 3.60205e+06 3.45286e+06 3.19646e+06 2.66728e+06 2.46719e+06 2.25665e+06 2.06714e+06 1.72388e+06 1.604e+06 1.50102e+06 1.49943e+06 threshold=2778.6210000000005 2781.5828000000006 474.29950500000001 1107.4580000000003 181.86450000000002 2871.8940000000007 733.85806350000018 991.56000000000017 86.808500000000024 543.62350000000004 1892.2623000000001 1282.3492500000004 354.74564000000004 0 85.332000000000008 786.89439000000004 168.16500000000005 27.046500000000005 385.09140000000008 395.07800000000003 419.23800000000006 2682.0900000000006 1493.1141200000004 1275.1415000000002 1 399.3245290000001 137.52300000000002 688.40820000000008 1141.8240000000003 2022.5000000000002 2 140.94445500000003 252.1095 549.23035000000016 250.65000000000003 3 4 1000.0509250000001 92.948000000000022 974.87180000000001 487.08190000000008 411.39420000000001 523.64669700000002 761.67400000000009 887.79240000000016 1017.6571000000002 522.27250000000015 1136.6981000000003 267.68250000000006 172.56650000000002 214.60600000000002 58.519030000000008 1935.1350000000002 5 367.00000000000006 326.39850000000001 29.401750000000003 68.409000000000006 190.45082400000004 209.38800000000003 33.002500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=2 12 4 6 8 -3 13 21 17 14 22 28 29 27 35 46 36 24 56 34 -21 40 -9 -12 52 -13 54 41 44 -2 -29 32 -17 -33 -19 43 49 38 -14 -24 50 -4 -28 -6 -8 -20 60 -42 53 -10 -5 -26 -1 -15 -16 -48 -18 -38 -50 -37 -11 right_child=1 5 3 7 9 -7 11 10 16 15 23 25 37 48 26 31 18 19 45 20 -22 -23 39 -25 51 -27 42 30 -30 -31 -32 33 -34 -35 -36 59 57 -39 -40 -41 47 -43 -44 -45 -46 -47 55 -49 58 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 leaf_value=0.088043544686629185 11.375693455905449 59.183651630567468 2.2451837591721979 3.1834023867482721 1.1234061733932241 90.021218017578121 4.6376190585216008 10.218750614590116 0.7711601208971004 1.4634685028592744 30.582959430835867 21.196908216476441 21.826980226607549 1.8541755179161801 1.206412976736718 17.457350984656294 0.92511731950193654 0.12412650958419304 4.006896112520816 15.044860769147459 1.1956598737533721 16.313750026876274 12.830644130706787 21.894690315492689 -0.13862767910343299 12.267412301301956 2.3931123090055708 2.8842896254378627 12.606412663893266 4.7133151860237126 5.9005654383891191 3.2937909697231493 4.5465629268827898 8.9795146960249319 1.3333761027455331 0.21714716484389573 0.20648291161809609 23.21981377283732 10.340518892288207 20.114700769766781 8.8284238406022393 5.0809754749831804 4.2924682368643037 5.4306389597923523 7.3147141257668569 9.5073903465270995 3.02778618534406 15.011707257997424 2.3081001408207689 1.7442362715738933 7.6932909076244806 0.10493662180099528 3.2509005111455918 0.71620057555524308 2.1336166079908856 6.0671530663339723 1.9941778720417418 0.73732602723684748 4.394034035439585 1.1532228011215326 3.0202734607732156 leaf_weight=21708 41 23 355 23 1590 25 164 36 3201 96 27 22 21 348 705 23 320 16643 118 23 225 22 20 31 298826 32 584 239 22 40 352 57 21 52 622 2168 4308 24 20 39 42 109 259 31 151 22 36 21 133 447 77 5936 32 605 484 76 416 713 51 186 174 leaf_count=21708 41 23 355 23 1590 25 164 36 3201 96 27 22 21 348 705 23 320 16643 118 23 225 22 20 31 298826 32 584 239 22 40 352 57 21 52 622 2168 4308 24 20 39 42 109 259 31 151 22 36 21 133 447 77 5936 32 605 484 76 416 713 51 186 174 internal_value=0 28.2946 -0.0163083 4.60996 -0.0538347 75.2449 3.42304 13.6804 -0.0814745 1.43995 19.0421 7.67601 12.8588 2.66441 1.17069 4.46318 0.677946 -0.102545 2.06346 0.200437 2.48006 9.24618 14.8312 25.9392 -0.118797 15.9054 2.16167 3.94841 6.35737 8.08563 4.82943 7.52731 11.2954 6.00625 0.167692 0.664111 0.53794 18.807 16.2238 17.6455 8.29228 2.91135 2.97666 1.19838 5.92092 4.87126 3.23593 10.8895 1.42575 0.88796 6.65602 -0.133879 0.0926565 1.15872 1.58384 5.09021 1.52937 0.281304 2.88627 0.289879 2.46674 internal_weight=0 194 363023 2921 360102 48 2583 338 353560 6542 153 391 146 2192 6007 535 9545 344015 876 17513 248 185 95 58 326502 54 2032 1055 337 81 591 153 44 109 17265 3975 8669 65 41 59 163 464 843 1621 315 140 382 63 1137 3648 100 304762 21740 953 1189 112 736 5021 184 2354 270 internal_count=363217 194 363023 2921 360102 48 2583 338 353560 6542 153 391 146 2192 6007 535 9545 344015 876 17513 248 185 95 58 326502 54 2032 1055 337 81 591 153 44 109 17265 3975 8669 65 41 59 163 464 843 1621 315 140 382 63 1137 3648 100 304762 21740 953 1189 112 736 5021 184 2354 270 cat_boundaries=0 7 13 14 20 25 32 cat_threshold=3180032 134217728 4352 0 4210688 16384 128 3222274048 360452 65601 1181810736 9604096 2424399872 977 1082496 1074003968 34607952 1073741824 4211968 2 143689216 134512644 1053008 1077936128 12583936 134479872 1073742848 1572944 1107296256 5120 2 4 is_linear=0 shrinkage=0.01 Tree=5 num_leaves=61 num_cat=7 split_feature=1 3 1 8 3 6 2 2 2 3 2 5 1 8 2 7 25 6 26 2 4 4 25 1 4 8 3 1 6 4 13 6 24 1 12 25 3 6 7 25 2 18 4 7 3 1 3 5 24 7 2 2 6 7 1 8 2 2 24 7 split_gain=1.43271e+09 1.04444e+09 5.33271e+08 3.52035e+08 3.28803e+08 1.28785e+08 1.09498e+08 9.21077e+07 6.57925e+07 5.25349e+07 4.08173e+07 3.52981e+07 3.0067e+07 2.75258e+07 2.31202e+07 1.80008e+07 1.56617e+07 1.48214e+07 1.47849e+07 2.22793e+07 1.81341e+07 1.47716e+07 1.43428e+07 1.35304e+07 1.30369e+07 1.30118e+07 1.05924e+07 1.36011e+07 9.36452e+06 8.95406e+06 8.93636e+06 8.61155e+06 8.46333e+06 9.31963e+06 7.5168e+06 6.96046e+06 6.95026e+06 6.46156e+06 6.15669e+06 5.74785e+06 5.63488e+06 5.5614e+06 5.12222e+06 4.92589e+06 5.57159e+06 4.27219e+06 3.7134e+06 3.56694e+06 3.24013e+06 3.21499e+06 3.07542e+06 2.99903e+06 2.53709e+06 2.15491e+06 1.94783e+06 1.72145e+06 1.65177e+06 1.65029e+06 1.60266e+06 941632 threshold=2781.5828000000006 2725.8677800000005 340.50250000000011 1973.6620000000003 1282.3492500000004 2976.3936000000008 112.53700000000002 189.07500000000002 2682.0900000000006 138.47650000000002 1271.7445000000002 553.36150000000009 66.790000000000006 658.8995000000001 466.01190000000003 1538.3385000000001 0 1937.6795000000002 2022.5000000000002 486.17193650000007 104.01000000000001 1292.0010000000002 1 962.58510000000012 417.88250000000005 423.76650000000006 481.20000000000005 1461.4925000000003 342.20000000000005 119.57250000000001 1063.1169900000002 747.89455000000009 2 786.89439000000004 659.09565500000008 3 32.843650000000004 221.35500000000002 462.97950000000009 4 624.21400000000006 313.78700000000003 588.42000000000019 378.97500000000008 698.94000000000005 51.897000000000013 185.15700000000004 62.716000000000015 5 420.97500000000008 967.39580000000012 2682.0900000000006 698.40204000000006 82.043000000000006 555.56875000000014 177.38250000000002 267.68250000000006 43.774000000000008 6 203.18550000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 left_child=2 8 6 -3 7 10 12 22 18 29 23 26 16 24 59 42 43 21 20 -20 -2 -13 32 54 40 35 39 -28 -16 45 -26 57 33 -4 -25 41 53 -34 -38 -9 -11 -14 -12 48 -45 51 58 -37 -1 55 -47 -8 -48 -18 -6 -31 -51 -27 -24 -15 right_child=1 3 4 -5 5 -7 9 11 -10 13 15 17 25 14 28 -17 36 -19 19 -21 -22 -23 46 34 30 31 27 -29 -30 49 -32 -33 37 -35 -36 47 38 -39 -40 -41 -42 -43 -44 44 -46 50 52 -49 -50 56 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 leaf_value=0.28313053318741077 20.221276872081123 44.81433826605479 2.8534559032608646 101.62092298126221 7.4427241754531863 35.757989302062988 0.25261157937744094 3.9239910288160518 30.736570069449289 1.4281427348947346 18.539385055541995 5.8800993589560191 1.0540830493033897 1.5136890089189683 4.692700876756148 23.848299202237808 -0.13586979593917536 15.642545707702636 2.350417914092541 14.949622244262697 8.7743017509460444 10.963086998122078 1.1700677471596934 9.9229885860851841 3.3198261489460172 1.648754519238802 4.7228838878140671 11.766571021541472 12.392593428407396 1.0109413676791139 10.180672316551208 8.9863690792430528 1.2019817210626647 6.5439056553122814 17.064895141601561 0.21814473293917436 0.096236153195677188 3.4850485600365535 2.6659375712370621 1.9836542046248025 3.1126493594011366 6.1300295925140382 12.497079270545473 0.76973706002101727 4.9444779048246499 0.82420023260181707 1.6826715819545524 0.76963428865049421 0.036614466994778716 1.3455024497664494 3.5405295500644418 3.4251444778442384 5.3465185310727081 0.11278096510355029 4.3020242871993633 2.0775349791736706 3.7028742022883323 3.8649629151324434 0.32628311457407044 3.6180216474056244 leaf_weight=6507 31 24 259 20 40 25 4398 538 21 1495 20 312 1144 37 22 28 288521 20 32 25 25 70 329 56 374 112 237 31 56 852 20 22 528 93 20 6670 11467 162 94 325 229 22 47 535 34 1359 189 1423 29373 46 43 30 21 3528 39 184 84 48 755 50 leaf_count=6507 31 24 259 20 40 25 4398 538 21 1495 20 312 1144 37 22 28 288521 20 32 25 25 70 329 56 374 112 237 31 56 852 20 22 528 93 20 6670 11467 162 94 325 229 22 47 535 34 1359 189 1423 29373 46 43 30 21 3528 39 184 84 48 755 50 internal_value=0 28.3629 -0.0147142 70.6355 3.55202 14.1175 -0.055911 2.80104 14.4824 1.01625 11.9535 4.70569 -0.0843763 2.33343 6.26747 17.1148 -0.0998307 7.25089 11.4617 7.87638 15.111 6.81154 1.55112 8.79015 2.02696 0.472283 3.80102 5.53764 10.2208 0.58642 3.66809 3.12021 2.42096 3.72273 11.8024 0.420234 -0.123343 1.71318 0.11713 3.26173 1.6519 1.14008 14.3008 0.0960236 1.01919 0.426427 0.825584 0.314725 0.0814104 1.38638 0.907511 0.274106 2.04906 -0.132866 5.89225 1.20037 2.86873 2.31362 0.59618 2.72308 internal_weight=0 178 362923 44 4144 275 358779 3869 134 9279 250 1533 349500 2283 165 95 340059 402 113 57 56 382 2336 155 2118 9441 1131 268 78 6996 394 182 1042 352 76 9259 303610 690 11561 863 1724 1166 67 36449 569 5830 1294 8093 35880 1166 1402 4428 210 292049 79 1036 130 160 1084 87 internal_count=363101 178 362923 44 4144 275 358779 3869 134 9279 250 1533 349500 2283 165 95 340059 402 113 57 56 382 2336 155 2118 9441 1131 268 78 6996 394 182 1042 352 76 9259 303610 690 11561 863 1724 1166 67 36449 569 5830 1294 8093 35880 1166 1402 4428 210 292049 79 1036 130 160 1084 87 cat_boundaries=0 7 14 15 19 24 25 26 cat_threshold=3222306816 360452 65601 1181810976 8424448 2424334400 2 9470976 1207960576 4432 1073741824 16384 16384 4 28 1081344 134479872 1048832 32768 1082880 1024 1052928 1073741824 4194304 3 1044 is_linear=0 shrinkage=0.01 Tree=6 num_leaves=60 num_cat=3 split_feature=1 3 1 8 3 6 2 2 2 3 2 5 1 8 2 7 6 26 10 4 4 1 8 4 9 7 4 3 1 6 13 24 6 6 3 7 7 1 5 3 4 1 1 1 3 7 6 2 24 2 2 16 24 4 2 16 1 3 6 split_gain=1.4042e+09 1.02366e+09 5.22711e+08 3.4503e+08 3.22249e+08 1.26222e+08 1.07319e+08 9.02933e+07 6.44832e+07 5.15153e+07 4.0005e+07 3.45851e+07 2.94693e+07 2.68201e+07 1.94696e+07 1.76426e+07 1.45264e+07 1.44907e+07 2.2946e+07 1.77732e+07 1.44776e+07 1.32612e+07 1.26238e+07 1.25803e+07 1.2304e+07 1.20133e+07 1.13401e+07 1.03753e+07 1.33305e+07 9.98242e+06 8.74496e+06 8.74044e+06 9.05875e+06 8.52332e+06 8.10641e+06 6.86771e+06 6.52324e+06 5.984e+06 5.28751e+06 5.2407e+06 5.02029e+06 4.97952e+06 4.941e+06 4.20649e+06 4.20423e+06 4.10364e+06 4.07825e+06 3.40108e+06 3.13686e+06 3.09644e+06 2.9888e+06 2.94737e+06 2.40012e+06 2.34392e+06 2.03973e+06 1.94759e+06 1.90907e+06 1.66822e+06 977197 threshold=2781.5828000000006 2725.8677800000005 340.50250000000011 1973.6620000000003 1282.3492500000004 2976.3936000000008 112.53700000000002 189.07500000000002 2682.0900000000006 185.15700000000004 1271.7445000000002 553.36150000000009 65.625500000000017 824.40500000000009 466.01190000000003 1538.3385000000001 1937.6795000000002 2022.5000000000002 156.82250000000002 104.01000000000001 1292.0010000000002 962.58510000000012 423.76650000000006 417.88250000000005 1022.5259020000002 86.805700000000016 93.591000000000008 481.20000000000005 1461.4925000000003 381.14500000000004 1063.1169900000002 0 221.35500000000002 747.89455000000009 284.84010000000006 1131.6606400000003 826.12250000000006 367.00000000000006 842.25950000000023 67.50500000000001 588.42000000000019 860.12500000000011 631.04475000000014 51.897000000000013 36.57898500000001 576.56500000000017 155.78 53.901250000000005 1 2682.0900000000006 967.39580000000012 635.52750000000003 2 95.632500000000007 267.68250000000006 494.52696000000009 555.56875000000014 481.20000000000005 487.67864000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 left_child=2 8 6 -3 7 10 12 31 17 26 21 27 25 23 58 40 20 19 -19 -2 -13 56 39 36 -23 44 43 42 -29 -16 -25 37 47 57 46 -34 -11 -4 -36 48 -12 -39 -9 49 52 53 -27 -33 -14 -8 -45 -41 -1 -28 -47 -46 -6 -24 -15 right_child=1 3 4 -5 5 -7 9 11 -10 13 15 16 22 14 29 -17 -18 18 -20 -21 -22 24 33 30 -26 34 45 28 -30 -31 -32 32 35 -35 38 -37 -38 41 -40 51 -42 -43 -44 50 55 54 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 leaf_value=-0.054120996004387356 20.019064558705974 44.366195020675661 6.6563275859162614 100.60471267700196 7.368296926259994 35.400409473323819 0.25749818293120375 2.5696213481377583 30.429203898111979 1.6540494255368914 18.353990890502931 5.8212983429476095 0.87293429852016713 1.2875537403106692 5.8895456295921695 23.609815924508229 15.486120195388795 0.8695784315696129 13.608237097955518 8.6865588668823239 10.853456132258689 9.279841346059527 1.8397880914418594 3.4764650831948156 18.41721502017975 0.17098579919638845 4.4766994749416007 4.6756550386032476 11.648905263716173 14.565045111444261 10.123078102838425 0.67838719648282608 2.3751070821803548 8.8965054284442555 1.6332977637143458 8.1807232301885424 5.8560144595095984 1.870547487534274 6.656207766014596 0.83467791336078667 12.372108477328686 4.3200503110018644 4.0970477888283714 0.82689541055389504 0.074333570087368545 1.2744422429316753 1.0062360363011986 1.8873481926499753 0.21949012343490831 3.5358759031624629 3.5051242568881014 4.5159620459513228 -0.12601918586900032 1.1885850020804474 4.13132390616002 2.0141222089987534 4.2590040356073624 4.696318370501201 4.2136612989788969 leaf_weight=56289 31 24 37 20 40 25 4400 490 21 1331 20 312 820 25 21 28 20 26 31 25 70 56 138 345 20 4942 22 237 31 36 21 1268 276 22 236 22 38 338 23 1905 47 110 373 1345 11181 37 663 285 6700 29 43 22 266483 1488 77 52 39 24 21 leaf_count=56289 31 24 37 20 40 25 4400 490 21 1331 20 312 820 25 21 28 20 26 31 25 70 56 138 345 20 4942 22 237 31 36 21 1268 276 22 236 22 38 338 23 1905 47 110 373 1345 11181 37 663 285 6700 29 43 22 266483 1488 77 52 39 24 21 internal_value=0 28.0793 -0.0145649 69.9292 3.51667 13.9764 -0.0553518 2.77322 14.3376 1.00609 11.834 4.65901 -0.0835324 2.50529 7.46309 16.9436 7.17838 11.3471 7.79762 14.9599 6.74342 8.70225 0.461951 2.21097 11.6844 -0.09899 0.635774 3.76354 5.48226 11.3688 3.85783 1.53567 1.20021 3.05612 0.34971 2.80371 1.77069 2.73482 2.07935 0.411424 14.1577 2.47199 3.2298 0.429504 -0.106868 1.37461 0.269785 0.900251 0.292196 0.278964 0.909866 0.876706 -0.113486 1.23649 3.20409 0.0833133 5.83333 2.26298 2.62339 internal_weight=0 178 362923 44 4144 275 358779 3869 134 9279 250 1533 349500 1838 103 95 402 113 57 56 382 155 9631 1735 76 339869 7441 1131 268 57 366 2336 1851 184 5864 298 1369 485 259 9447 67 448 863 5817 334005 1624 5605 1553 7520 4429 1388 1927 322772 1510 114 11233 79 162 46 internal_count=363101 178 362923 44 4144 275 358779 3869 134 9279 250 1533 349500 1838 103 95 402 113 57 56 382 155 9631 1735 76 339869 7441 1131 268 57 366 2336 1851 184 5864 298 1369 485 259 9447 67 448 863 5817 334005 1624 5605 1553 7520 4429 1388 1927 322772 1510 114 11233 79 162 46 cat_boundaries=0 1 2 3 cat_threshold=20 4 3 is_linear=0 shrinkage=0.01 Tree=7 num_leaves=54 num_cat=8 split_feature=0 8 0 3 3 3 4 0 25 5 7 0 0 6 5 5 0 11 8 6 4 7 25 4 25 18 8 4 4 0 6 5 7 4 0 4 4 4 3 4 24 9 5 25 25 5 11 5 3 6 25 24 5 split_gain=1.50965e+09 8.52018e+08 5.58915e+08 2.32415e+08 1.09838e+08 1.02722e+08 9.9373e+07 7.16279e+07 7.08174e+07 6.784e+07 4.47197e+07 4.3009e+07 3.79577e+07 2.1784e+07 2.04514e+07 1.93592e+07 1.89043e+07 1.72167e+07 1.54828e+07 1.4802e+07 1.40399e+07 1.78e+07 1.36719e+07 1.29367e+07 1.21418e+07 1.19546e+07 1.14619e+07 1.01496e+07 8.00595e+06 7.92626e+06 6.50347e+06 6.19387e+06 6.07622e+06 5.00707e+06 5.66665e+06 4.12779e+06 3.98389e+06 3.77076e+06 3.71971e+06 3.45291e+06 3.38763e+06 3.37496e+06 7.52032e+06 2.90995e+06 2.03829e+06 1.84049e+06 1.52786e+06 1.42893e+06 1.23189e+06 1.14352e+06 1.01609e+06 696651 582322 threshold=2778.6210000000005 2971.7767500000004 346.24075000000011 991.56000000000017 117.64300000000001 2725.8677800000005 2693.9010000000007 992.19979999999998 0 2871.8940000000007 378.97500000000008 804.19674500000008 52.898140000000005 1529.30718 923.46450000000016 1561.8224400000001 76.613700000000009 1085.4300000000001 1350.3896175000002 1324.2200000000003 14.450258500000002 327.23600000000005 1 38.656905000000009 2 761.11275000000012 1148.5039000000004 244.94670000000002 727.60250000000008 3.3935000000000004 249.52500000000001 59.779900000000005 153.05580000000003 72.863750000000024 1275.1415000000002 244.94670000000002 480.67500000000001 244.94670000000002 1282.3492500000004 67.058000000000007 3 487.08190000000008 425.55000000000007 4 5 158.54900000000004 156.0934 22.009500000000006 543.62350000000004 24.027000000000005 6 7 342.68350000000004 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 9 2 2 2 2 2 9 1 2 left_child=2 5 4 8 12 20 10 13 11 17 16 14 24 35 27 29 30 23 25 -19 -2 -22 37 -9 41 -13 -18 -4 -20 -12 -6 43 -16 47 48 45 -33 40 -37 44 -14 50 -43 -26 -24 -5 -41 51 -35 -39 -1 -10 -49 right_child=1 -3 3 7 6 -7 -8 9 33 -11 15 18 22 -15 32 -17 26 19 28 -21 21 -23 39 -25 31 -27 -28 -29 -30 -31 -32 36 -34 34 -36 38 -38 49 -40 46 -42 42 -44 -45 -46 -47 -48 52 -50 -51 -52 -53 -54 leaf_value=0.26282819004537478 18.937750566173605 79.71144402821858 2.2050731359300437 1.3576320064452387 0.39685886524055969 36.135270188013713 19.867533910274506 17.934492543538411 0.10539580500207815 32.033526713053384 1.5870894680979875 5.160604400614635 1.4601425936138921 14.563358427902747 3.5774199300653793 10.477102810627706 1.5344212076343606 24.538860226585754 14.613799157823834 13.042756837209065 7.5585895832606731 17.506704580977157 0.32719681820916324 9.8441650758311159 -0.050049290307715995 12.341585542360942 8.2174407086005576 3.9759119710547202 7.2369233689769628 3.8772684934612922 1.6152480889719363 0.14094097712642448 8.6431148110597569 1.5237982598492439 6.722769915390014 4.2146373217304545 1.986551376801579 3.3770532441783598 7.9097260644700791 0.60249619118683906 0.64895851295665252 0.65820126920340061 6.1243229062216624 -0.14156925520813754 0.012724297491637445 4.928864516505489 1.6025582963263287 2.1471535672460282 3.9984131639653988 1.8579604890028636 0.073092657404968189 0.71342004808246828 0.87531924126640193 leaf_weight=3290 71 27 1187 31 5372 30 28 24 281 21 238 681 929 29 34 37 1981 21 28 24 35 37 5460 112 39984 24 26 445 31 414 477 6813 78 235 25 48 119 74 63 1507 1288 249 28 266889 3320 27 170 84 22 150 19767 673 63 leaf_count=3290 71 27 1187 31 5372 30 28 24 281 21 238 681 929 29 34 37 1981 21 28 24 35 37 5460 112 39984 24 26 445 31 414 477 6813 78 235 25 48 119 74 63 1507 1288 249 28 266889 3320 27 170 84 22 150 19767 673 63 internal_value=0 27.4657 -0.0159217 3.57173 -0.0588503 19.3118 1.05944 10.8303 2.82554 15.0199 0.997813 3.82311 -0.0862392 6.55615 2.97162 3.44059 0.783572 13.0459 5.81689 18.4076 15.7824 12.6708 0.446159 11.2719 -0.106607 5.40506 1.621 2.68793 10.7378 3.04128 0.496221 -0.12297 7.10531 0.981744 2.17776 5.18214 0.172624 1.11873 6.31185 0.287813 0.998386 0.113445 1.21073 -0.129651 0.208672 3.0201 0.703874 0.684325 1.73563 2.3598 0.100312 0.54291 1.60208 internal_weight=0 200 362901 4291 358610 173 8573 400 3891 202 8545 2508 350037 198 1744 689 7856 181 764 45 143 72 12898 136 337139 705 2007 1632 59 652 5849 313805 112 1383 282 169 6932 2441 111 10457 2217 23334 277 306873 8780 58 1677 1101 257 224 23057 954 147 internal_count=363101 200 362901 4291 358610 173 8573 400 3891 202 8545 2508 350037 198 1744 689 7856 181 764 45 143 72 12898 136 337139 705 2007 1632 59 652 5849 313805 112 1383 282 169 6932 2441 111 10457 2217 23334 277 306873 8780 58 1677 1101 257 224 23057 954 147 cat_boundaries=0 7 12 19 20 26 33 39 40 cat_threshold=213173760 1216349696 68161808 1078001664 4210688 16384 4 1081344 134479872 4416 1073741824 128 3222274048 360452 65600 1182072864 41979392 2424334400 2 30 536903684 64 2156927637 2147640064 537927825 4391954 136644100 34400 202899984 1482753 4216128 0 192 0 65540 0 4194336 8423424 2147508224 449 is_linear=0 shrinkage=0.01 Tree=8 num_leaves=54 num_cat=6 split_feature=0 1 0 3 2 1 1 3 8 0 3 25 1 2 3 2 1 2 0 0 7 7 7 8 25 13 1 7 25 15 1 26 3 5 26 25 3 5 3 1 2 7 3 1 7 5 24 8 0 10 25 3 0 split_gain=1.47961e+09 1.16905e+09 5.48092e+08 3.8642e+08 2.52588e+08 1.60852e+08 8.56668e+07 8.45134e+07 7.01324e+07 6.07251e+07 4.19714e+07 3.49111e+07 3.43535e+07 3.08651e+07 2.40473e+07 1.86426e+07 1.68322e+07 1.55882e+07 1.38542e+07 1.3351e+07 1.23198e+07 1.18374e+07 1.15789e+07 1.11815e+07 1.07467e+07 1.05246e+07 1.12278e+07 9.88911e+06 9.73278e+06 8.82572e+06 8.78741e+06 8.25438e+06 8.01729e+06 6.96442e+06 6.56044e+06 6.53341e+06 6.3313e+06 6.31518e+06 5.93218e+06 5.35701e+06 5.14961e+06 4.84567e+06 4.5666e+06 4.17092e+06 3.82416e+06 3.27093e+06 3.15246e+06 3.10976e+06 2.82352e+06 2.80955e+06 2.565e+06 2.5202e+06 2.12407e+06 threshold=2778.6210000000005 2781.5828000000006 531.22050000000013 2725.8677800000005 1468.575 214.60600000000002 786.89439000000004 543.62350000000004 1973.6620000000003 65.403650000000013 1493.1141200000004 0 289.85000000000008 104.01000000000001 1282.3492500000004 230.86370000000002 786.89439000000004 69.712000000000018 1117.6621800000003 1519.5755740000002 548.03450000000009 485.08750000000003 826.12250000000006 912.87025000000017 1 1175.575 137.46340000000004 826.12250000000006 2 1020.6662500000001 733.85806350000018 2022.5000000000002 222.04049700000004 107.08500000000002 2022.5000000000002 3 92.623500000000021 1016.9325000000002 453.37980000000005 39.031250000000007 522.27250000000015 365.31653000000006 57.754000000000012 19.637625000000003 659.5150000000001 923.46450000000016 4 204.15015000000002 195.69400000000005 1935.1350000000002 5 648.27500000000009 32.119500000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 left_child=2 12 5 -3 6 9 11 13 16 17 19 25 34 35 29 24 40 28 -16 38 -18 39 -12 47 46 26 -4 -14 49 31 41 -8 50 -23 -2 48 -32 -20 -6 -13 -9 -15 -30 -26 -34 -40 -11 -17 -7 -1 -19 -21 -37 right_child=1 3 4 -5 10 7 14 8 -10 15 22 21 27 30 18 23 20 32 37 51 -22 33 -24 -25 43 -27 -28 -29 42 -31 36 -33 44 -35 -36 52 -38 -39 45 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 leaf_value=0.085686241713172254 11.096667989167299 36.912409677505494 2.8416808192285545 92.490636028421349 6.3134276720682783 1.085977900860051 8.0900861241039657 2.6645859618743875 22.818690308657562 1.9539985969055718 17.593434521993 0.79833628683882196 14.698263170342695 1.7287029958597009 8.15479391558417 1.4133076439237475 5.497844308853149 0.44513103972947771 21.206124590873721 14.264012416657948 11.569599070946376 1.6080257295880998 26.005326016743979 7.4388306563241144 0.20152040978780231 10.2343150293416 5.0586841746029139 22.243291606903078 -0.13167444387182217 12.578614942932129 2.2775261999260294 4.6683408609899226 1.2114577902953496 7.334752617588749 5.2954413634708954 0.19746816056121386 5.1250627940130791 13.259311820983887 9.3715476512908946 2.4407675708066607 5.1776856861996059 3.3824254699072771 0.12839556873545516 0.64723726943875448 4.5676915613810225 14.592444286346435 0.93628720740620719 2.8000070572725617 2.4082182420977394 2.8435823811711494 0.082028730238466865 19.10719000382857 0.88507976543115197 leaf_weight=22295 44 22 397 29 30 857 141 259 22 400 30 689 38 1164 29 811 110 3323 20 21 48 35 36 35 6440 29 538 32 304090 25 143 141 596 54 35 1745 172 20 24 279 119 209 6905 3115 36 24 1669 202 199 37 4711 22 605 leaf_count=22295 44 22 397 29 30 857 141 259 22 400 30 689 38 1164 29 811 110 3323 20 21 48 35 36 35 6440 29 538 32 304090 25 143 141 596 54 35 1745 172 20 24 279 119 209 6905 3115 36 24 1669 202 199 37 4711 22 605 internal_value=0 27.1911 -0.0157616 68.5157 4.57335 -0.0486722 3.70008 1.62503 5.31969 -0.0753447 15.767 2.88466 13.0464 1.22032 8.08298 0.604423 4.60145 -0.100532 13.4174 12.2681 7.34243 1.57768 22.1817 1.88183 0.489255 4.2572 4.11735 18.1474 -0.111418 6.88405 2.32603 6.37921 0.31818 5.08267 8.5265 0.672335 3.83237 17.2327 9.80178 1.27172 3.45575 1.98043 -0.125896 0.346465 1.40264 11.982 1.14149 1.68983 1.32263 0.0902152 0.23287 16.7419 0.372905 internal_weight=0 200 362901 51 2584 360317 2397 5652 558 354665 187 2021 149 5094 376 12672 536 341993 69 121 158 1057 66 1048 11624 964 935 70 333327 307 1688 282 8666 89 79 3406 315 40 78 968 378 1373 310995 9555 632 48 2069 1013 1056 22332 8034 43 2350 internal_count=363101 200 362901 51 2584 360317 2397 5652 558 354665 187 2021 149 5094 376 12672 536 341993 69 121 158 1057 66 1048 11624 964 935 70 333327 307 1688 282 8666 89 79 3406 315 40 78 968 378 1373 310995 9555 632 48 2069 1013 1056 22332 8034 43 2350 cat_boundaries=0 5 10 17 22 23 29 cat_threshold=135300608 134218752 67113216 0 4210688 1083392 134479872 4416 4227072 1 3222274048 360452 65601 1181810976 41978880 2424334400 2 3179008 1073741824 33554768 1077936128 4210688 18 2284093952 134512708 4368 1177812993 4194560 2048 is_linear=0 shrinkage=0.01 Tree=9 num_leaves=57 num_cat=9 split_feature=1 3 1 3 6 6 3 25 7 5 11 1 1 26 4 4 5 1 15 1 4 25 11 17 3 1 7 25 25 6 4 4 4 3 14 9 5 4 6 9 5 3 7 21 24 24 4 1 5 1 25 24 7 7 25 13 split_gain=1.33317e+09 9.70363e+08 4.94295e+08 3.03577e+08 2.22085e+08 1.21166e+08 9.57319e+07 6.43673e+07 5.02905e+07 4.34721e+07 3.19262e+07 2.9866e+07 2.36715e+07 1.96399e+07 3.35848e+07 3.217e+07 1.777e+07 1.761e+07 1.74379e+07 1.72382e+07 1.69547e+07 1.53208e+07 1.3031e+07 9.72472e+06 9.59926e+06 9.51467e+06 9.39221e+06 9.09292e+06 8.75514e+06 8.52806e+06 6.98514e+06 6.55374e+06 5.68276e+06 5.52737e+06 5.47232e+06 5.37839e+06 4.78548e+06 4.46005e+06 3.98549e+06 3.87766e+06 3.96075e+06 3.79135e+06 3.34972e+06 3.22373e+06 3.0817e+06 2.97726e+06 2.93761e+06 2.69414e+06 2.43873e+06 2.31042e+06 2.25888e+06 4.01888e+06 1.60843e+06 1.33717e+06 1.30094e+06 1.09485e+06 threshold=2781.5828000000006 2725.8677800000005 340.50250000000011 1282.3492500000004 2976.3936000000008 2976.3936000000008 119.71400000000001 0 438.06825000000003 553.36150000000009 1230.4050000000002 57.852000000000011 55.605000000000011 2022.5000000000002 26.256000000000004 131.25750000000002 1561.8224400000001 678.28840000000002 752.68275000000017 860.12500000000011 974.87180000000001 1 401.02700000000004 860.52100000000007 543.62350000000004 1256.4300000000001 57.205500000000008 2 3 1000.0509250000001 862.3225000000001 64.946749999999994 244.94670000000002 888.08100000000013 50.602350000000008 285.55675000000008 622.44110000000012 80.851000000000013 814.10926000000006 548.96735000000001 236.84755000000004 86.955000000000013 77.917750000000026 134.05200000000002 4 5 45.377038500000005 1098.6214000000002 87.289470000000009 14.220500000000003 6 7 610.83000000000004 214.04124800000002 8 379.24000000000007 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 9 1 2 2 9 2 left_child=2 13 6 7 -3 10 11 9 12 17 19 21 23 14 -2 -15 30 32 -12 38 29 39 27 37 -19 -22 -21 -14 35 -11 46 49 -4 -17 -32 44 -24 -8 -5 45 -41 50 -33 -37 -13 -1 -10 53 54 -23 51 -9 -50 -43 -30 -52 right_child=1 4 3 5 -6 -7 8 41 16 20 18 28 22 15 -16 33 -18 24 -20 26 25 31 36 -25 -26 -27 -28 -29 48 -31 34 42 -34 -35 -36 43 -38 -39 -40 40 -42 47 -44 -45 -46 -47 -48 -49 52 -51 55 -53 -54 -55 -56 -57 leaf_value=0.28364494277300001 24.378971356749535 45.63928045099432 1.8612704551398558 4.7860899196382158 90.572030792236333 34.562382749938969 0.24334931192201908 2.7767044821311169 1.8922159784805925 4.5451011204971943 13.598347426194412 1.286421322081936 3.1237440782701169 0.87714674154917405 10.179359739326662 11.985686902896219 11.907322574762198 3.6550156775988216 26.018427309036255 15.560644490767499 7.327379311414866 -0.13194151160725812 3.6633253043777962 6.5250958145581768 6.4899790361743648 12.986046382784844 9.8850383369790187 1.1644000587888845 0.25880453611261423 8.5579504111409186 8.8864549318949386 0.10615896934950242 3.3737179655212444 19.173793439865111 3.4797471888860065 1.909728136183559 8.5148812095324189 0.94281986408747631 9.5105886532710144 0.75489324423846071 4.0037313160029324 1.1553543265598589 0.76509954349124398 6.0217185324714295 0.5649631785893563 0.046534889296092445 3.5519927877478485 4.5962223226373844 0.66697258439619278 0.0026174331531820067 0.30228099423851379 0.29737574752554835 3.5395753831863401 2.6556351693279772 -0.037495554414627964 2.6170214907328289 leaf_weight=6457 36 22 901 57 22 25 4217 117 158 307 26 748 273 24 31 23 26 602 20 49 78 283431 133 26 149 48 72 1952 4018 64 39 5366 343 20 36 207 24 1163 26 255 44 209 901 21 3147 29313 328 33 767 13362 758 156 20 83 2347 21 leaf_count=6457 36 22 901 57 22 25 4217 117 158 307 26 748 273 24 31 23 26 602 20 49 78 283431 133 26 149 48 72 1952 4018 64 39 5366 343 20 36 207 24 1163 26 255 44 209 901 21 3147 29313 328 33 767 13362 758 156 20 83 2347 21 internal_value=0 27.3598 -0.0141864 3.41973 68.1057 13.5719 -0.0538491 2.69814 1.00274 3.65285 11.4728 -0.0791027 0.789998 13.9806 17.809 10.1522 3.82531 3.00828 18.9984 9.77587 6.31372 -0.0959364 1.62055 0.424039 4.21748 9.48306 12.1834 1.42408 0.427221 5.23734 3.45074 -0.119122 2.27829 15.329 6.29124 0.793725 4.40496 0.394555 6.26605 0.0988812 1.23298 0.937026 0.200894 2.28846 0.708266 0.089429 3.01239 1.88788 0.214528 -0.125883 0.652179 1.42052 0.739974 1.5818 0.149896 0.360059 internal_weight=0 178 362923 4144 44 275 358779 3869 8375 2492 250 350404 7788 134 67 67 587 1995 46 204 497 339129 2382 5406 751 126 121 2225 11275 371 561 303060 1244 43 75 4123 157 5380 83 36069 299 1377 6267 228 3895 35770 486 325 7152 296793 1052 273 787 292 6365 779 internal_count=363101 178 362923 4144 44 275 358779 3869 8375 2492 250 350404 7788 134 67 67 587 1995 46 204 497 339129 2382 5406 751 126 121 2225 11275 371 561 303060 1244 43 75 4123 157 5380 83 36069 299 1377 6267 228 3895 35770 486 325 7152 296793 1052 273 787 292 6365 779 cat_boundaries=0 7 14 15 20 21 22 27 28 35 cat_threshold=145802752 1216349248 67113232 1074069504 4210688 16384 4 3222306816 360452 65600 1181810720 8424961 2424334400 2 1081344 135300736 134479872 1052944 1073774592 4194432 36 3 262144 295424 1048640 2097152 1024 1084 1151664164 8423264 235405824 67502081 94464 258 128 is_linear=0 shrinkage=0.01 Tree=10 num_leaves=56 num_cat=6 split_feature=0 2 0 2 7 2 4 3 3 25 0 26 2 5 16 5 6 0 23 0 5 10 0 3 2 25 25 16 3 4 3 15 7 8 2 10 2 3 12 7 8 3 3 25 2 24 0 7 25 10 7 3 26 8 2 split_gain=1.70417e+09 1.61743e+09 5.35286e+08 2.84594e+08 2.81921e+08 1.32262e+08 1.26227e+08 8.3942e+07 5.86368e+07 4.91254e+07 3.86204e+07 3.7938e+07 5.25452e+07 3.20462e+07 3.11574e+07 2.55872e+07 2.39817e+07 2.27236e+07 1.86138e+07 1.7652e+07 1.46502e+07 1.45599e+07 1.28581e+07 1.22632e+07 1.22245e+07 1.18099e+07 1.17787e+07 1.10089e+07 1.01188e+07 9.11378e+06 7.67087e+06 6.98067e+06 6.62801e+06 6.38751e+06 5.33331e+06 5.31216e+06 4.72197e+07 5.22832e+06 4.79897e+06 4.60157e+06 4.5757e+06 3.64718e+06 3.59054e+06 3.17595e+06 2.69505e+06 2.59585e+06 1.96415e+06 1.86069e+06 1.25802e+06 1.18993e+06 1.13164e+06 1.61792e+06 1.09886e+06 749118 232137 threshold=2778.6210000000005 2682.0900000000006 474.29950500000001 873.09500000000014 2822.9627650000007 104.01000000000001 2693.9010000000007 991.56000000000017 188.66375000000002 0 65.403650000000013 2022.5000000000002 44.728500000000004 2871.8940000000007 745.82500000000016 842.25950000000023 265.24250000000001 1519.5755740000002 3.6660000000000008 90.212925000000027 7.7340000000000009 1330.1795 747.41500000000008 149.268 1827.1555000000001 1 2 950.59180000000003 1282.3492500000004 785.57750000000021 57.754000000000012 830.0725000000001 185.38050000000001 177.38250000000002 1827.1555000000001 246.87250000000003 17.831000000000003 571.90530000000001 584.10300000000018 31.541500000000003 711.30690000000016 107.22950000000002 698.94000000000005 3 74.33550000000001 4 233.46861500000003 107.34650000000001 5 177.79900000000001 153.05580000000003 258.76800000000009 2022.5000000000002 107.16950000000001 581.81775000000005 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 9 2 2 2 2 2 2 left_child=2 11 5 9 -3 10 8 17 19 15 25 12 -2 20 23 18 37 29 22 39 -9 -22 -4 -13 -19 35 40 -18 31 34 43 -17 -31 -21 -5 42 -37 -10 -32 -7 45 46 -1 -27 48 -12 -28 -43 52 -42 54 -52 -11 -50 -46 right_child=1 4 3 7 -6 6 -8 13 16 44 26 14 -14 -15 -16 28 27 24 -20 33 21 -23 -24 -25 -26 30 41 -29 -30 32 38 -33 -34 -35 -36 36 -38 -39 -40 -41 49 47 -44 -45 50 -47 -48 -49 53 -51 51 -53 -54 -55 -56 leaf_value=0.067881650770501789 28.57749041008227 60.160924546614936 2.457034009921192 4.5380176822680696 111.49657119750977 0.23199110184458377 25.552059200831824 21.981825431823733 1.4586407620463095 2.5944383013993502 1.5744590438971973 1.1544011189142862 10.732168132897581 26.3377577679952 20.061603403091432 5.6558043404008309 3.8279847443193198 10.088260830561321 13.098455661773682 1.1859314949426787 11.327997188900794 18.830065456596582 4.3308089748172724 10.443986386899594 20.181363670349121 -0.047227993258239211 0.18157390377929833 10.035335749308269 13.621619025866192 14.626043386459351 0.17382137657611119 11.551690872112911 7.6316888045696984 2.6501321899664148 9.5814080276489264 0.50168589374254335 16.154409835338594 2.8081211996341682 3.2516910372294632 0.88820310435198324 2.5409431240081788 0.6526685210520925 1.4094921061381771 -0.14017716616023324 1.1952135205850369 0.82011542702422702 0.59731985406939347 1.6555681552286032 0.33460267491610113 5.5964866014627308 1.8019124183389874 5.1133885147094729 0.59287417928377784 1.5932213970331046 2.2959589289665225 leaf_weight=26435 33 23 739 130 20 4974 21 25 1129 64 718 30 33 30 20 123 600 30 20 1565 86 37 726 27 20 42819 6351 30 24 20 7553 24 42 368 25 530 20 385 51 1361 25 765 201 261307 82 1547 1384 244 522 26 36 25 48 52 25 leaf_count=26435 33 23 739 130 20 4974 21 25 1129 64 718 30 33 30 20 123 600 30 20 1565 86 37 726 27 20 42819 6351 30 24 20 7553 24 42 368 25 530 20 385 51 1361 25 765 201 261307 82 1547 1384 244 522 26 36 25 48 52 25 internal_value=0 30.2618 -0.0150127 4.22377 84.038 -0.0497665 1.05975 11.5942 1.01035 2.91706 -0.0828419 14.0914 19.6548 16.9135 9.32275 3.91459 2.48404 8.04796 3.51642 0.628205 15.0031 13.5847 3.38561 5.55473 14.1255 -0.101819 0.498669 4.12357 7.60131 6.6476 -0.119249 6.6184 9.88793 1.46468 5.35147 0.0980564 1.07088 1.8018 0.194465 0.372971 1.13162 0.329348 0.0780057 -0.127097 0.926067 1.06981 0.255962 0.895193 0.65891 4.09867 2.07208 3.15907 1.59428 0.440942 1.4524 internal_weight=0 186 363364 2955 43 360409 10433 445 10412 2510 349976 143 66 178 77 1656 2144 267 1485 8268 148 123 1465 57 50 338916 11060 630 171 217 311730 147 62 1933 155 27186 550 1514 7604 6335 2316 8744 26636 304126 854 2265 7735 1009 686 51 168 61 112 574 107 internal_count=363550 186 363364 2955 43 360409 10433 445 10412 2510 349976 143 66 178 77 1656 2144 267 1485 8268 148 123 1465 57 50 338916 11060 630 171 217 311730 147 62 1933 155 27186 550 1514 7604 6335 2316 8744 26636 304126 854 2265 7735 1009 686 51 168 61 112 574 107 cat_boundaries=0 7 13 18 24 25 30 cat_threshold=204523008 134218752 68161808 1073807360 4210688 16384 132 3230662656 360452 65 1181810976 41979392 79718464 1081344 262144 4416 1077968896 8388608 536903812 64 2156994196 2147901456 536883344 268633092 22 262144 1073741828 524288 33554432 8393728 is_linear=0 shrinkage=0.01 Tree=11 num_leaves=61 num_cat=5 split_feature=0 2 1 3 7 0 0 5 9 2 2 3 26 2 0 2 9 25 1 3 8 3 1 9 1 1 11 1 3 9 25 0 2 2 9 1 8 15 25 23 26 2 11 0 0 1 3 3 0 7 2 25 1 10 8 12 2 25 8 14 split_gain=1.67025e+09 1.58524e+09 5.33114e+08 2.8032e+08 2.76311e+08 1.79993e+08 1.07349e+08 9.97166e+07 7.99069e+07 5.92434e+07 4.61828e+07 4.09017e+07 3.7183e+07 5.14995e+07 3.71049e+07 3.39033e+07 3.19934e+07 2.51607e+07 2.04248e+07 1.71661e+07 1.55874e+07 1.41712e+07 1.36535e+07 1.55095e+07 3.90318e+07 1.34605e+07 1.58529e+07 1.29466e+07 1.21006e+07 1.1622e+07 1.01759e+07 9.84447e+06 8.87117e+06 8.62066e+06 8.60944e+06 8.14842e+06 7.29152e+06 7.11033e+06 6.77875e+06 8.80237e+06 6.38133e+06 5.98211e+06 5.78375e+06 5.62096e+06 5.12077e+06 4.92883e+06 4.78996e+06 4.2093e+06 3.93689e+06 3.61392e+06 3.30556e+06 3.27821e+06 2.97616e+06 2.6099e+06 2.42847e+06 2.26817e+06 2.0292e+06 1.95202e+06 970089 803030 threshold=2778.6210000000005 2682.0900000000006 523.64669700000002 1282.3492500000004 2822.9627650000007 161.48350000000002 688.40820000000008 1908.1960000000001 1135.3321000000003 440.27500000000003 967.39580000000012 92.623500000000021 2022.5000000000002 44.728500000000004 1117.6621800000003 85.332000000000008 26.827014000000002 0 1256.4300000000001 161.58500000000004 912.87025000000017 166.37775000000002 27.234500000000004 375.64974000000007 39.700200000000009 1892.2623000000001 172.59900000000002 1892.2623000000001 748.6165000000002 658.43074000000013 1 1519.5755740000002 1827.1555000000001 1107.4580000000003 309.41100000000012 289.85000000000008 658.8995000000001 658.42365500000005 2 8.5912500000000005 2022.5000000000002 135.54850000000002 420.87650000000008 747.41500000000008 374.34900000000005 51.897000000000013 1890.7105500000002 85.427800000000005 21.467000000000002 762.97500000000002 1271.7445000000002 3 32.44100000000001 1935.1350000000002 214.54600000000002 430.80850000000004 624.21400000000006 4 120.75900000000001 82.455750000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 left_child=2 12 5 6 -3 15 11 14 -9 17 37 41 13 -2 44 22 -14 29 42 -20 31 45 30 47 -25 26 -16 32 -29 43 53 35 -12 -18 -22 -11 -31 40 39 -19 -8 51 -13 -7 56 57 49 -24 -32 -23 -46 -4 -48 -1 -47 -43 -5 -17 -40 -36 right_child=1 4 3 7 -6 9 10 8 -10 20 27 18 16 -15 25 21 33 38 19 -21 34 46 23 24 -26 -27 -28 28 -30 36 48 -33 -34 -35 59 -37 -38 -39 58 -41 -42 55 -44 -45 50 54 52 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 leaf_value=0.09072973837273493 28.291715673099866 59.559315079398779 2.1374401439764559 3.142730389374953 110.38160855102538 1.7569674088650462 6.8429112651134965 17.497992359964471 41.804177979968848 2.6694113977403049 8.6140272635000734 2.9167013830912443 2.1683707101004464 10.624846419132119 20.09893414088658 0.45333684374863814 10.583320734841484 1.0343598261798652 16.037635828971865 6.1422158039434693 4.6617340038761954 1.2261037302230566 0.093258385207218381 16.265875359058381 1.453632390032644 23.157800478727921 8.2017242752263932 12.376402811050417 23.37668741106987 3.5364564005864993 -0.13427276499957017 9.0145721945166581 15.819077496337892 19.644309111095613 12.978825017929077 5.1081735447474887 9.2827164391910326 10.267770713357365 0.26142964705589927 7.1122096004585424 3.8507619480645219 2.2071950121166171 5.4011294446198841 3.3790101493239404 7.6365379791259764 0.64624001132529207 2.0351219824552538 0.60793817677379902 0.044457464048061654 3.9135139417419067 12.394258142554243 0.50703629883006218 7.4252035408928281 2.9486432111263277 1.797455663052526 5.3060466091449436 7.3795487174987793 0.069946383316404639 1.0937988993211796 10.145047357320786 leaf_weight=22224 33 23 146 26 20 1469 151 38 21 498 54 506 35 33 21 1983 21 3338 20 142 33 1327 15095 20 161 23 24 20 20 63 291095 32 25 21 20 189 34 34 1776 24 135 258 115 250 40 1973 20 1776 12869 52 23 710 21 32 202 26 20 4018 152 20 leaf_count=22224 33 23 146 26 20 1469 151 38 21 498 54 506 35 33 21 1983 21 3338 20 142 33 1327 15095 20 161 23 24 20 20 63 291095 32 25 21 20 189 34 34 1776 24 135 258 115 250 40 1973 20 1776 12869 52 23 710 21 32 202 26 20 4018 152 20 internal_value=0 29.9592 -0.0148619 4.49883 83.1976 -0.0473666 3.46053 14.8906 26.1493 1.44564 7.9224 2.44194 13.9505 19.4583 11.1377 -0.0807836 9.22952 1.1565 4.2017 7.36387 4.03989 0.505475 -0.0971722 0.178676 3.09034 16.9345 13.7538 13.2411 17.8765 2.17095 -0.111591 3.59288 10.8941 15.1138 8.44267 3.34034 5.55061 5.94449 0.802631 1.07455 5.43053 1.23326 3.37678 1.99287 7.52139 0.345323 1.42759 0.147438 -0.126702 1.32744 9.37348 0.816013 4.7959 0.0947963 0.753158 2.49089 4.98483 0.197508 0.325365 11.5619 internal_weight=0 186 363364 2598 43 360766 2362 236 59 7898 439 1923 143 66 177 352868 77 7106 783 162 792 9596 343272 17052 181 68 45 119 40 1816 326220 719 79 42 73 687 97 320 5290 3362 286 1140 621 1719 109 8176 1420 16871 303964 1379 63 856 41 22256 2175 284 46 6001 1928 40 internal_count=363550 186 363364 2598 43 360766 2362 236 59 7898 439 1923 143 66 177 352868 77 7106 783 162 792 9596 343272 17052 181 68 45 119 40 1816 326220 719 79 42 73 687 97 320 5290 3362 286 1140 621 1719 109 8176 1420 16871 303964 1379 63 856 41 22256 2175 284 46 6001 1928 40 cat_boundaries=0 6 12 19 22 27 cat_threshold=1082368 134217728 67109120 65536 4194304 16384 3222274048 360452 65 1181819184 8424448 79718464 212140576 8423008 135794704 1111491072 8410432 2 128 1081856 0 64 2147779072 327748 4352 1144258560 4194560 is_linear=0 shrinkage=0.01 Tree=12 num_leaves=59 num_cat=5 split_feature=0 2 1 3 7 0 0 5 9 2 2 3 1 3 0 2 25 1 3 26 8 2 3 1 9 1 1 11 6 9 9 6 25 9 8 1 15 25 23 26 0 10 0 6 1 3 3 0 7 1 5 10 8 2 25 2 25 10 split_gain=1.63702e+09 1.55369e+09 5.22529e+08 2.74736e+08 2.70812e+08 1.76411e+08 1.05207e+08 9.77323e+07 7.83168e+07 5.80645e+07 4.52637e+07 4.00815e+07 3.65798e+07 5.50236e+07 3.63666e+07 3.32293e+07 2.466e+07 2.00183e+07 1.68245e+07 1.59366e+07 1.52772e+07 1.41726e+07 1.3889e+07 1.33818e+07 1.52008e+07 3.82551e+07 1.31926e+07 1.55374e+07 1.31527e+07 1.54848e+07 1.13907e+07 1.07657e+07 9.97344e+06 8.43811e+06 7.14642e+06 7.06134e+06 6.96884e+06 6.64385e+06 8.62721e+06 6.25434e+06 5.92891e+06 5.67573e+06 5.5091e+06 5.17127e+06 4.8306e+06 4.69464e+06 4.12553e+06 3.85855e+06 3.542e+06 2.91693e+06 2.80587e+06 2.55796e+06 2.38014e+06 2.2231e+06 1.91339e+06 1.60659e+06 953169 320326 threshold=2778.6210000000005 2682.0900000000006 523.64669700000002 1282.3492500000004 2822.9627650000007 161.48350000000002 688.40820000000008 1908.1960000000001 1135.3321000000003 440.27500000000003 967.39580000000012 92.623500000000021 289.85000000000008 284.84010000000006 1117.6621800000003 85.332000000000008 0 1256.4300000000001 161.58500000000004 2022.5000000000002 912.87025000000017 1107.4580000000003 166.37775000000002 27.234500000000004 375.64974000000007 39.700200000000009 1892.2623000000001 172.59900000000002 57.142000000000003 754.45500000000004 658.43074000000013 1529.30718 1 309.41100000000012 658.8995000000001 289.85000000000008 658.42365500000005 2 8.5912500000000005 2022.5000000000002 83.524500000000018 460.16525000000007 747.41500000000008 1529.30718 51.897000000000013 1890.7105500000002 85.427800000000005 21.467000000000002 762.97500000000002 32.44100000000001 92.948000000000022 1935.1350000000002 214.54600000000002 141.77045000000001 3 216.83020000000005 4 599.29360000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 left_child=2 12 5 6 -3 15 11 14 -9 16 36 40 19 -14 43 23 30 41 -19 -2 31 -15 44 32 46 -26 27 -16 -12 -30 42 35 51 -22 -32 -11 39 38 -18 -8 55 -13 -7 50 54 48 -25 -34 -24 -47 -5 -1 -46 -42 -17 -4 -39 -35 right_child=1 4 3 7 -6 9 10 8 -10 20 28 17 13 21 26 22 37 18 -20 -21 33 -23 45 24 25 -27 -28 -29 29 -31 34 -33 47 57 -36 -37 -38 56 -40 -41 53 -43 -44 -45 52 49 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 leaf_value=0.08982243463267954 13.845600355267525 58.96372087893279 0.57237755323924877 3.2639883379502734 109.27779372215271 1.7393977367364688 6.7744821360884906 17.323012471450003 41.386136441911965 2.6995351074713008 18.36533078698551 2.8678930628491215 32.896708200454711 7.0470414098103848 19.897944477626258 0.44882621818178647 1.0240162277867635 15.877259280204774 6.0807936176112003 4.2674763055851583 4.6151167138417559 17.619537973403933 1.2138426973488248 0.092325801696903811 16.103216728210452 1.4390960807977995 22.926222335152005 8.1197069017092378 5.7786560182010431 14.491053100108516 3.501091829784333 9.8743144064683186 -0.13293004368730529 10.551434146046638 9.189889288509594 4.9623519724921179 10.165092802047729 0.53285681521403605 7.0410874712467191 3.8122543402159654 1.6253714790492477 5.266668509157693 3.3452200588250163 11.777627747275613 0.63977761093002183 2.0147707670927049 0.60185879748968019 0.044012887242471016 3.8743787358357356 7.3509514872233073 7.3956546805455137 2.9191569781303408 1.7794811268136053 3.2607712636418542 0.069248656415285284 1.868610375808166 0.085070932609438835 12.34119953918457 leaf_weight=22224 32 23 690 22 20 1469 151 38 21 503 34 498 20 21 21 1983 3338 20 142 38 33 32 1327 15095 20 161 23 24 34 51 63 26 291095 20 34 190 34 1014 24 135 193 123 250 22 1973 20 1776 12869 52 21 65 32 202 146 4018 111 914 20 leaf_count=22224 32 23 690 22 20 1469 151 38 21 503 34 498 20 21 21 1983 3338 20 142 38 33 32 1327 15095 20 161 23 24 34 51 63 26 291095 20 34 190 34 1014 24 135 193 123 250 22 1973 20 1776 12869 52 21 65 32 202 146 4018 111 914 20 internal_value=0 29.6596 -0.0147125 4.45395 82.3656 -0.0468928 3.42604 14.7417 25.8879 1.43119 7.84317 2.41766 13.811 18.7637 11.0264 -0.0799756 1.14494 4.15968 7.29023 8.64605 3.99949 13.4304 0.500425 -0.0962005 0.176889 3.05944 16.7652 13.6162 13.1087 11.0061 2.14924 3.55695 -0.110475 8.35824 5.4951 3.31993 5.88504 0.794604 1.06381 5.37623 1.22116 3.34301 1.97294 7.44618 0.341876 1.41331 0.145964 -0.125435 1.31417 4.74794 6.35087 0.0938483 0.745626 2.3297 0.195541 0.752005 0.322111 11.4463 internal_weight=0 186 363364 2598 43 360766 2362 236 59 7898 439 1923 143 73 177 352868 7106 783 162 70 792 53 9596 343272 17052 181 68 45 119 85 1816 719 326220 73 97 693 320 5290 3362 286 1140 621 1719 109 8176 1420 16871 303964 1379 41 87 22256 2175 339 6001 801 1928 40 internal_count=363550 186 363364 2598 43 360766 2362 236 59 7898 439 1923 143 73 177 352868 7106 783 162 70 792 53 9596 343272 17052 181 68 45 119 85 1816 719 326220 73 97 693 320 5290 3362 286 1140 621 1719 109 8176 1420 16871 303964 1379 41 87 22256 2175 339 6001 801 1928 40 cat_boundaries=0 6 12 19 24 31 cat_threshold=1082368 134217728 67109120 65536 4194304 16384 3222274048 360452 65 1181819184 8424448 79718464 212140576 8423008 135794704 1111491072 8410432 2 128 2147779072 327748 4352 1144258560 4194560 16516 1074069772 33554944 1310753 65536 128 4 is_linear=0 shrinkage=0.01 Tree=13 num_leaves=58 num_cat=8 split_feature=0 2 0 2 7 2 4 3 3 25 0 26 2 9 3 6 0 0 2 0 6 6 0 2 25 25 9 8 0 2 24 11 3 9 0 8 12 3 7 8 14 3 3 25 2 24 0 10 25 8 10 25 10 8 9 26 11 split_gain=1.60444e+09 1.52277e+09 5.0564e+08 2.68272e+08 2.65423e+08 1.24794e+08 1.22613e+08 7.9064e+07 5.54038e+07 4.65445e+07 3.63339e+07 3.59919e+07 5.0262e+07 3.10375e+07 2.3141e+07 2.29215e+07 2.19248e+07 2.16506e+07 1.75597e+07 1.66785e+07 1.49353e+07 1.38015e+07 1.27114e+07 1.17521e+07 1.12492e+07 1.11552e+07 1.07872e+07 9.58147e+06 8.96633e+06 8.28171e+06 8.27552e+06 7.76761e+06 7.37105e+06 6.78783e+06 4.96878e+07 6.11975e+06 5.23305e+06 4.99667e+06 4.428e+06 4.40264e+06 4.15435e+06 3.92245e+06 3.45678e+06 3.10893e+06 2.95764e+06 2.55946e+06 2.36418e+06 2.17758e+06 1.88188e+06 1.8025e+06 1.14355e+06 871619 815987 768325 652684 524016 381020 threshold=2778.6210000000005 2682.0900000000006 474.29950500000001 873.09500000000014 2822.9627650000007 104.01000000000001 2693.9010000000007 991.56000000000017 188.66375000000002 0 65.403650000000013 2022.5000000000002 44.728500000000004 26.827014000000002 1118.1025000000002 265.24250000000001 992.19979999999998 1519.5755740000002 2682.0900000000006 90.212925000000027 249.52500000000001 1000.0509250000001 688.40820000000008 1827.1555000000001 1 2 658.43074000000013 1581.7937000000002 1519.5755740000002 1107.4580000000003 3 401.02700000000004 58.519030000000008 395.07800000000003 4.7600710000000008 177.38250000000002 584.10300000000018 571.90530000000001 31.541500000000003 711.30690000000016 118.98325000000003 571.90530000000001 107.22950000000002 4 86.817500000000024 5 1117.6621800000003 303.56000000000006 6 144.01200000000003 177.79900000000001 7 190.45082400000004 107.16950000000001 250.65000000000003 2022.5000000000002 140.90095500000004 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 9 2 2 9 2 2 2 2 2 left_child=2 11 5 9 -3 10 8 17 19 14 25 12 -2 -13 22 37 21 26 20 38 -18 -9 31 -19 39 33 46 -24 47 -15 -17 -4 43 41 -35 -21 -34 -10 -7 45 -28 -1 48 -27 51 -12 -5 -16 -26 -44 -41 55 56 -53 -54 -11 -46 right_child=1 4 3 7 -6 6 -8 16 15 44 24 13 -14 29 28 30 18 23 -20 35 -22 -23 27 -25 42 32 40 -29 -30 -31 -32 -33 36 34 -36 -37 -38 -39 -40 50 -42 -43 49 -45 52 -47 -48 -49 -50 -51 -52 53 54 -55 -56 -57 -58 leaf_value=0.064642283815619081 27.818384816718826 58.374084879004442 2.1048744090181764 4.4640918068187991 108.18501262855531 0.22285594187182597 25.168515472412111 5.7604368327214175 1.4107355489087539 2.1492974476660454 1.541931424517246 2.0732755399431504 10.36507160244566 10.383325318836031 5.1514737745693751 5.6883072738033036 23.221168398649798 9.7933037169774373 24.425663583085342 1.1494870980008722 13.899173384554247 16.27654889345169 4.1040087007781292 19.689478214263914 0.38716836918784764 -0.044596187310405891 13.619004785364325 9.8565076599121095 12.317165555681502 19.264396028064546 2.9156944336687305 5.579084674550427 0.17209188860639851 0.5856094413113837 16.744648003369569 2.5826700281704085 3.3554738005136069 2.7299814833929013 0.866573090637479 2.4854098451614379 8.0420788208176113 1.3182164775946783 0.67336313892770039 -0.13633475256016156 1.950394368262518 0.79406508917351448 7.3177930186924192 8.5274839332185941 0.072988043007540845 1.7822142313872831 5.4808119223668035 0.3243742005612007 2.0231941876411437 1.5875995416011452 4.5473641313825333 0.69215137528210147 0.52930898987728614 leaf_weight=26292 33 23 606 123 20 4974 21 26 1129 62 718 35 33 21 56 219 23 30 37 1565 68 24 831 20 4261 43059 22 30 35 21 411 72 7437 392 20 368 52 385 1361 25 34 252 831 261412 105 1547 38 29 3474 178 26 526 20 53 21 41 23 leaf_count=26292 33 23 606 123 20 4974 21 26 1129 62 718 35 33 21 56 219 23 30 37 1565 68 24 831 20 4261 43059 22 30 35 21 411 72 7437 392 20 368 52 385 1361 25 34 252 831 261412 105 1547 38 29 3474 178 26 526 20 53 21 41 23 internal_value=0 29.363 -0.014565 4.10517 81.542 -0.0483428 1.0294 11.2611 0.98071 2.83648 -0.0804708 13.6729 19.0917 9.02814 3.80483 2.4132 16.4235 7.81946 18.617 0.609248 16.2553 10.8082 3.49797 13.7518 0.483563 -0.0988772 6.45257 4.30444 8.05734 14.8239 4.01608 2.47382 -0.11574 0.0962774 1.37003 1.42233 0.194196 1.74621 0.361151 1.10212 10.233 0.0765433 0.318104 -0.123367 0.893522 1.04145 5.13764 6.30329 0.246656 0.868978 4.01248 0.610555 2.08831 0.432536 3.31606 1.4304 1.69504 internal_weight=0 186 363364 2955 43 360409 10433 445 10412 2510 349976 143 66 77 1659 2144 178 267 128 8268 91 50 1539 50 11060 338916 217 861 120 42 630 678 311960 26956 412 1933 7489 1514 6335 2316 56 26544 8744 304471 851 2265 161 85 7735 1009 51 682 169 579 41 103 128 internal_count=363550 186 363364 2955 43 360409 10433 445 10412 2510 349976 143 66 77 1659 2144 178 267 128 8268 91 50 1539 50 11060 338916 217 861 120 42 630 678 311960 26956 412 1933 7489 1514 6335 2316 56 26544 8744 304471 851 2265 161 85 7735 1009 51 682 169 579 41 103 128 cat_boundaries=0 7 12 18 19 25 26 33 38 cat_threshold=137676288 134218752 68161808 1073807360 4210688 16384 132 1081344 262144 4416 1077968896 8388608 3230662656 360452 65 1181745456 41979392 79718464 3328 536903812 64 2156994196 2147966976 536883344 268633092 22 144786976 134252128 68157968 513 4199744 0 128 0 1073741828 524288 33554432 8393728 is_linear=0 shrinkage=0.01 Tree=14 num_leaves=61 num_cat=6 split_feature=0 2 1 7 2 0 5 7 0 0 2 1 4 2 2 25 4 1 8 1 9 1 26 4 9 16 25 0 4 1 13 9 1 2 2 0 25 8 4 12 5 25 0 1 10 1 26 1 7 0 0 0 25 25 13 10 8 12 1 4 split_gain=1.57251e+09 1.49247e+09 5.04844e+08 2.60141e+08 2.54877e+08 1.69425e+08 1.10837e+08 8.25693e+07 8.03933e+07 5.93274e+07 5.59166e+07 3.57891e+07 4.89241e+07 3.1791e+07 2.86222e+07 2.37967e+07 1.89902e+07 1.58305e+07 1.47511e+07 1.30208e+07 1.48138e+07 3.74318e+07 1.2004e+07 1.15005e+07 1.10451e+07 1.05377e+07 9.59306e+06 9.46739e+06 9.04206e+06 8.75485e+06 8.3287e+06 8.19872e+06 7.93961e+06 7.80391e+06 7.42579e+06 1.07555e+07 7.08826e+06 6.96405e+06 6.74777e+06 9.4605e+06 6.49548e+06 6.40524e+06 8.69778e+06 5.7321e+06 5.48568e+06 5.3352e+06 5.169e+06 5.05911e+06 4.44446e+06 3.96669e+06 3.7102e+06 3.18985e+06 2.79871e+06 2.73062e+06 2.55437e+06 2.49266e+06 2.14173e+06 1.97423e+06 1.54088e+06 1.48405e+06 threshold=2778.6210000000005 2682.0900000000006 523.64669700000002 2822.9627650000007 967.39580000000012 161.48350000000002 1908.1960000000001 1538.3385000000001 992.19979999999998 635.46050000000014 440.27500000000003 354.74564000000004 322.53850000000006 85.332000000000008 71.202500000000029 0 87.579000000000008 1892.2623000000001 912.87025000000017 27.234500000000004 375.64974000000007 39.700200000000009 2022.5000000000002 131.25750000000002 658.43074000000013 698.30250000000012 1 1519.5755740000002 559.40605000000016 1098.6214000000002 724.06940000000009 487.08190000000008 1098.6214000000002 1468.575 522.27250000000015 1519.5755740000002 2 658.8995000000001 974.87180000000001 117.19185000000002 584.10300000000018 3 688.40820000000008 786.89439000000004 484.16250000000002 137.46340000000004 2022.5000000000002 214.60600000000002 659.5150000000001 31.097000000000005 21.467000000000002 171.22315000000003 4 5 8.7111010000000011 1935.1350000000002 289.16250000000008 146.69300000000001 186.32800000000003 235.63350000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 left_child=2 11 5 -3 9 13 8 17 38 14 15 22 -13 19 36 24 -10 -8 27 26 49 -22 -2 47 45 34 55 28 -12 44 -14 58 -27 -18 46 -36 43 -26 51 -40 -31 42 -17 -4 -16 -7 -11 53 52 -21 -28 -6 -25 -15 -50 -1 -49 -38 -20 -43 right_child=1 3 4 -5 6 10 7 -9 16 25 18 12 30 23 29 41 33 -19 31 20 21 -23 -24 48 37 32 50 -29 -30 40 -32 -33 -34 -35 35 -37 57 -39 39 -41 -42 59 -44 -45 -46 -47 -48 56 54 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 leaf_value=0.087911914748803111 13.007143284190786 57.790343370437625 1.5871553870424244 107.10316520023345 2.1431745730313385 1.5301666583669857 9.6223991159995403 34.989045287928278 22.67578707763127 6.3438561228788819 2.6056008765567449 31.829674609184266 10.12975771873228 0.47890989633877179 2.6966792312967103 0.91703149627628888 9.7173989259874496 21.10809576034546 3.6969999288476032 0.060014007643735115 15.923321939945222 1.4178475355250495 4.8123046730726191 1.7507356001196182 3.4343726619557731 6.5437867898941047 -0.1304473413838701 8.8048121877014633 5.3139596010068928 4.5138011790033596 18.406852630615237 12.333864865138612 15.158780399820079 15.615085782502828 6.4996357506577693 14.136906353494396 0.6467213154525423 9.0501131369085872 12.466319324786847 3.6618256303020145 8.8343975156418821 0.32213337175662082 2.7434589187888236 5.6426971721270727 5.3331163298069155 2.7021372374434898 3.4780148277956933 1.0576004989982453 4.825014286311168 0.42276145956530675 0.043061129689077736 5.1812122906920726 0.80159880684027518 0.093656401770662964 1.4775513901710511 2.8808954632282258 3.1400428863547063 2.2944084168970584 7.4435955410911925 1.2341437324558953 leaf_weight=22242 33 23 78 20 55 1126 30 31 28 130 526 20 31 3339 492 2584 37 20 23 12941 20 161 39 498 63 20 291077 32 161 134 20 29 23 57 93 23 799 34 26 23 47 2222 290 63 94 593 122 484 53 3930 12869 93 1007 4120 40 32 55 80 21 194 leaf_count=22242 33 23 78 20 55 1126 30 31 28 130 526 20 31 3339 492 2584 37 20 23 12941 20 161 39 498 63 20 291077 32 161 134 20 29 23 57 93 23 799 34 26 23 47 2222 290 63 94 593 122 484 53 3930 12869 93 1007 4120 40 32 55 80 21 194 internal_value=0 29.0694 -0.0144163 80.7265 4.37797 -0.0460474 11.7202 22.1666 9.06771 3.0418 1.40247 13.5361 18.574 -0.0784685 2.2539 1.12156 15.4469 14.2167 3.92282 -0.0943383 0.175043 3.02066 8.56827 0.489233 2.10811 6.46755 -0.108419 3.48797 3.24031 3.71336 13.3757 8.20587 11.1518 13.2937 5.9202 8.01392 1.15644 5.40278 5.11713 8.3336 5.63572 0.777437 1.09751 3.17409 3.11959 1.93446 4.95643 0.33449 1.26372 0.144514 -0.123097 4.05221 1.13262 0.266882 3.38525 0.0918832 1.27009 0.78772 5.48515 0.393736 internal_weight=0 186 363364 43 2598 360766 400 81 319 2198 7898 143 71 352868 1787 7106 122 50 792 343272 17052 181 72 9596 1816 411 326220 719 687 767 51 73 43 94 368 116 1020 97 197 49 181 5290 2874 141 586 1719 252 7998 1598 16871 303946 148 1505 7459 93 22274 539 879 44 2416 internal_count=363550 186 363364 43 2598 360766 400 81 319 2198 7898 143 71 352868 1787 7106 122 50 792 343272 17052 181 72 9596 1816 411 326220 719 687 767 51 73 43 94 368 116 1020 97 197 49 181 5290 2874 141 586 1719 252 7998 1598 16871 303946 148 1505 7459 93 22274 539 879 44 2416 cat_boundaries=0 6 12 16 23 26 31 cat_threshold=1082368 134217728 67109120 65536 4194304 16384 3222274048 360452 65 1181819184 8424448 79849536 512 0 320 1073741824 212140576 8389664 134746128 1077936640 8410432 2 128 2393088 262208 1048832 2283046400 134545476 4864 1143996416 4211968 is_linear=0 shrinkage=0.01 Tree=15 num_leaves=62 num_cat=6 split_feature=0 1 0 1 26 1 3 3 0 25 3 1 1 9 6 16 8 4 3 0 3 0 8 0 25 0 4 0 6 6 1 26 9 3 25 19 9 3 6 6 4 25 13 4 3 25 24 3 0 11 3 1 9 1 3 1 0 6 1 1 1 split_gain=1.20164e+09 1.25028e+09 5.20057e+08 2.46177e+08 1.7126e+08 1.42193e+08 1.17203e+08 1.05683e+08 4.42115e+07 4.37648e+07 4.31675e+07 3.39683e+07 2.72621e+07 2.39447e+07 2.24263e+07 1.67289e+07 1.46089e+07 1.3152e+07 1.25342e+07 1.20343e+07 1.19378e+07 1.29681e+07 1.18309e+07 1.0431e+07 8.14951e+06 7.73943e+06 7.71409e+06 7.68432e+06 1.03946e+07 7.38341e+06 7.13132e+06 6.88981e+06 1.22232e+07 6.49939e+06 6.40358e+06 6.05871e+06 5.92137e+06 5.75676e+06 5.35385e+06 4.90637e+06 4.65961e+06 4.28809e+06 3.93231e+06 3.89016e+06 3.822e+06 3.4516e+06 3.28839e+06 3.09754e+06 2.51035e+06 2.4596e+06 2.4215e+06 1.90262e+06 1.85632e+06 1.7878e+06 1.66979e+06 1.65559e+06 1.33923e+06 1.0501e+06 975107 799244 563856 threshold=2778.6210000000005 2781.5828000000006 474.29950500000001 860.12500000000011 2022.5000000000002 190.81250000000003 2725.8677800000005 991.56000000000017 73.516000000000005 0 92.623500000000021 1892.2623000000001 733.85806350000018 658.43074000000013 698.40204000000006 307.15000000000003 144.01200000000003 1888.1190000000004 74.913750000000007 688.40820000000008 1282.3492500000004 1117.6621800000003 1017.6571000000002 52.014000000000003 1 179.43550000000002 275.01050000000004 804.19674500000008 19.637625000000003 814.10926000000006 172.78275000000005 2022.5000000000002 16.583000000000002 297.12438000000003 2 430.74300000000011 375.64974000000007 107.22950000000002 27.607000000000003 420.87650000000008 480.67500000000001 3 724.06940000000009 70.089000000000013 1493.1141200000004 4 5 2725.8677800000005 1117.6621800000003 640.9625000000002 104.41300000000003 1098.6214000000002 1135.3321000000003 68.409000000000006 392.12500000000006 1892.2623000000001 591.40200000000016 14.222000000000001 424.16250000000008 523.64669700000002 86.918400000000005 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 5 9 -3 8 10 27 18 13 23 20 25 19 31 44 34 -14 24 33 -9 -22 26 41 52 -12 -15 39 55 -30 -21 50 -33 -4 46 40 -26 -37 47 56 -18 -7 -25 57 -13 -40 -10 -20 58 -24 -2 -16 -1 -36 -41 -29 -5 59 -45 -11 -59 right_child=1 4 3 7 -6 6 -8 11 16 43 12 15 17 22 51 -17 35 -19 38 30 21 -23 49 42 36 -27 -28 28 29 -31 -32 32 -34 -35 53 37 -38 -39 45 54 -42 -43 -44 48 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 60 -60 -61 -62 leaf_value=0.078349273570214178 12.560387543628091 51.199512458801273 1.7267919327507943 1.829434236208598 91.210853895104449 1.1097642388099076 25.618200607776643 7.2243340314229334 1.3347675278414237 0.51306605829818419 1.5032059334655981 21.863489217758179 4.4770715915847319 2.7207146629920373 15.448755351543427 28.287524732506796 1.2418382712275036 12.609464910598028 0.12749737317642162 3.3256427194474547 9.1620342701879043 17.426184240861375 9.4293135046005254 1.4818995582582415 -0.11838122540085154 2.9341036039403923 7.5586892026199237 9.6933790276731759 3.5181586899323896 9.0494409893834309 5.2949159964786272 1.0042753807703655 11.589436363220216 4.0012119226267115 0.14483234598275374 1.5795219790935517 0.88950087732265459 8.4361610702514653 1.8979657021255205 9.7544487557411195 3.3273299903170135 0.23202686195822836 5.4897726890563971 1.4395569205190295 16.531329135429569 0.58183678954591322 0.59330274915055969 3.2470942015945914 4.743497404847826 14.013891709067606 8.5030513191223154 19.810657409667972 1.5420153593742985 0.6452681473135734 5.942180688646105 12.604572825113934 4.4826484408745397 1.1336330095359257 3.4901246115139557 2.4126457247526751 2.7815226280327998 leaf_weight=21538 38 20 433 30 23 745 20 30 750 599 1107 20 375 52 20 23 935 21 5949 377 29 55 25 1178 312745 574 90 56 55 43 359 24 20 177 5028 24 584 25 221 20 121 2189 25 135 41 1846 3290 32 35 22 24 20 87 832 27 30 52 56 28 23 33 leaf_count=21538 38 20 433 30 23 745 20 30 750 599 1107 20 375 52 20 23 935 21 5949 377 29 55 25 1178 312745 574 90 56 55 43 359 24 20 177 5028 24 584 25 221 20 121 2189 25 135 41 1846 3290 32 35 22 24 20 87 832 27 30 52 56 28 23 33 internal_value=0 25.2079 -0.0135186 4.16452 72.6009 -0.0477904 1.44936 10.4768 -0.074155 2.84474 1.37157 16.1946 2.54787 3.86819 11.2496 21.0198 0.549745 4.90833 -0.0941724 3.42538 12.6392 14.5731 7.22644 0.781006 -0.103543 1.99181 5.78704 6.85974 8.17169 5.94515 4.2862 8.84207 5.81571 2.38675 0.42802 1.64031 -0.116499 5.07781 0.295814 4.98844 1.4808 0.459475 1.56519 1.06222 18.2796 0.734552 0.733907 0.144188 2.31357 11.5753 10.9898 17.6297 0.0841988 0.215516 7.56442 10.7089 3.51196 0.728679 1.7918 0.583308 1.74465 internal_weight=0 189 363196 2955 43 360241 6234 511 354007 2444 6214 198 2077 1535 146 84 11005 396 343002 1346 114 84 189 4137 334954 1681 142 313 184 98 736 106 44 610 9900 1105 313329 49 8048 129 1056 2934 1203 909 61 2067 4040 5981 198 47 62 40 21625 5860 47 86 82 711 163 622 89 internal_count=363385 189 363196 2955 43 360241 6234 511 354007 2444 6214 198 2077 1535 146 84 11005 396 343002 1346 114 84 189 4137 334954 1681 142 313 184 98 736 106 44 610 9900 1105 313329 49 8048 129 1056 2934 1203 909 61 2067 4040 5981 198 47 62 40 21625 5860 47 86 82 711 163 622 89 cat_boundaries=0 7 14 19 23 24 25 cat_threshold=137414144 134218752 67113232 1073741824 4194304 16384 132 3222274048 360452 65 1181810992 8423952 2420140032 2 143689216 134512708 67113232 1074037248 12583937 32768 262144 4928 1078198272 3178496 18 is_linear=0 shrinkage=0.01 Tree=16 num_leaves=59 num_cat=0 split_feature=2 4 1 9 3 2 1 2 2 3 1 11 14 1 8 5 1 4 26 8 26 7 1 13 2 2 13 7 3 6 4 3 2 1 9 1 3 9 2 7 19 6 3 3 11 4 7 1 4 6 4 10 26 2 26 11 7 5 split_gain=1.25326e+09 1.36394e+09 4.62945e+08 4.0288e+08 1.82798e+08 1.10148e+08 5.98329e+07 5.45642e+07 5.03956e+07 4.62741e+07 4.39577e+07 3.57313e+07 3.9627e+07 2.6628e+07 2.03364e+07 1.89158e+07 1.8655e+07 1.88369e+07 1.80369e+07 1.32571e+07 1.30431e+07 1.2334e+07 9.72466e+06 9.24684e+06 8.81258e+06 8.53726e+06 7.99066e+06 7.97036e+06 7.89835e+06 7.16323e+06 6.74924e+06 6.71395e+06 6.33335e+06 6.25473e+06 5.54417e+06 2.63754e+07 5.36529e+06 5.1962e+06 5.0393e+06 4.9574e+06 4.80798e+06 4.55012e+06 4.50361e+06 4.42973e+06 4.23492e+06 3.40694e+06 3.39469e+06 3.1925e+06 3.43912e+06 2.80382e+06 2.5426e+06 2.17378e+06 2.05479e+06 1.96546e+06 1.78738e+06 1.1368e+06 1.00251e+06 434721 threshold=2682.0900000000006 2693.9010000000007 469.40400000000005 1600.0905700000001 991.56000000000017 223.62625000000003 860.12500000000011 170.26100000000005 522.27250000000015 109.51753000000001 66.790000000000006 1230.4050000000002 680.43750000000011 2781.5828000000006 824.40500000000009 622.44110000000012 1256.4300000000001 1522.8167500000002 2022.5000000000002 172.584 2022.5000000000002 86.805700000000016 140.77500000000003 942.81900000000007 1107.4580000000003 1107.4580000000003 1175.575 519.7600000000001 104.41300000000003 1136.6981000000003 452.88000000000005 103.76700000000001 967.39580000000012 860.12500000000011 395.07800000000003 27.234500000000004 149.268 658.43074000000013 385.09140000000008 462.97950000000009 430.74300000000011 420.87650000000008 138.47650000000002 35.913000000000004 494.63774999999993 119.57250000000001 195.97075000000004 1098.6214000000002 537.37500000000011 141.02500000000003 680.56950000000018 164.73267500000003 2022.5000000000002 67.903240000000011 2022.5000000000002 219.41800000000003 576.56500000000017 406.08214000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 5 -3 7 10 42 13 47 22 21 20 -13 31 23 -8 27 38 -15 36 33 34 45 30 41 50 -22 40 49 46 -11 52 -29 -10 43 -36 53 -33 -18 -30 -9 -16 54 -1 -38 55 -21 51 -49 -23 -24 57 -4 -12 -2 -7 -47 -6 right_child=1 3 4 -5 8 9 15 16 11 14 19 12 -14 18 24 -17 17 -19 -20 29 26 28 25 -25 -26 -27 -28 32 39 -31 -32 37 -34 -35 35 -37 44 -39 -40 -41 -42 -43 -44 -45 -46 56 -48 48 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 leaf_value=-0.10379714214110626 4.7531317677497862 47.242078587214159 1.505838585036988 108.0126989440918 1.7427401524498352 0.24546626020326895 24.38371651135958 3.3951404070943956 8.7447987823486333 1.980475438028668 0.28971441642959056 10.551192362858698 26.951230832268212 14.853140793991088 2.9754325190712421 13.123247681753977 3.2973191686471304 14.192649633744184 3.2624530374592746 1.0852082109313779 5.3646879353815198 0.12438186107267901 1.4176951438449104 7.3003508798699626 11.348089200381576 6.9097330915927886 12.31235561027527 4.7786407765495866 0.84733505541782306 6.9296004932403559 3.5951858013153077 2.2805607032857811 8.992881407640418 14.434917273465325 0.30273814567943957 8.3619620670274237 0.96423798997342869 6.2591805697776186 7.1049394975017224 2.7040937645356737 7.6999565972222221 7.1220895257429646 7.6909680592572247 0.091626279826663673 4.5966961201754479 1.1326791658476403 2.3401747887941506 9.9045281841136799 4.7019203678766885 0.80924494091492283 4.2421872099708109 6.0654398139747414 0.63783524183505702 0.67308193961338647 0.74234866027832025 1.3167861004746877 2.8192276943035615 3.7128769099712371 leaf_weight=324544 20 24 581 20 21 2080 26 664 25 1272 7848 26 34 25 51 35 48 34 29 640 49 4791 509 38 29 32 25 131 685 25 325 291 49 85 730 43 1171 37 126 182 27 55 27 12029 33 366 325 27 24 683 34 37 514 1612 25 104 39 24 leaf_count=324544 20 24 581 20 21 2080 26 664 25 1272 7848 26 34 25 51 35 48 34 29 640 49 4791 509 38 29 32 25 131 685 25 325 291 49 85 730 43 1171 37 126 182 27 55 27 12029 33 366 325 27 24 683 34 37 514 1612 25 104 39 24 internal_value=0 26.6024 -0.0133593 74.8651 3.94348 -0.0455719 10.6358 2.9847 10.4439 1.4383 -0.0661758 13.1432 19.8445 1.73589 2.73309 17.9228 4.69413 7.38483 8.62851 0.537827 10.958 -0.0866568 0.713963 2.42508 6.46338 1.89035 7.71187 4.05158 0.350291 1.64478 2.30908 1.47433 5.92585 13.1417 -0.09487 0.751052 0.435062 2.72937 6.05456 1.2371 3.56335 5.127 4.46219 -0.0968128 1.0638 0.452694 1.50787 5.4917 7.45624 0.209833 1.59455 4.26985 1.09839 0.355041 2.52492 0.296481 1.29509 2.79348 internal_weight=0 177 363208 44 2933 360275 133 2556 377 4934 355341 244 60 1477 1770 61 1079 208 54 11654 184 343687 3164 1635 135 575 74 871 6341 990 1597 1423 180 110 337346 773 10664 328 174 867 691 106 72 336573 1204 2589 965 133 51 5474 543 82 1095 9460 45 2184 405 45 internal_count=363385 177 363208 44 2933 360275 133 2556 377 4934 355341 244 60 1477 1770 61 1079 208 54 11654 184 343687 3164 1635 135 575 74 871 6341 990 1597 1423 180 110 337346 773 10664 328 174 867 691 106 72 336573 1204 2589 965 133 51 5474 543 82 1095 9460 45 2184 405 45 is_linear=0 shrinkage=0.01 Tree=17 num_leaves=59 num_cat=2 split_feature=2 4 0 8 1 1 0 3 0 2 2 0 0 14 1 2 6 11 1 2 2 4 12 8 14 7 10 2 0 0 26 3 3 2 18 4 4 0 0 1 10 8 0 7 3 18 24 5 8 3 1 1 26 7 24 19 0 6 split_gain=1.22832e+09 1.3368e+09 5.37212e+08 3.7907e+08 2.10418e+08 1.23699e+08 8.74231e+07 6.48289e+07 6.75083e+07 5.07676e+07 4.38147e+07 4.26848e+07 2.90496e+07 2.66292e+07 2.19664e+07 2.04635e+07 1.86907e+07 1.78788e+07 1.65328e+07 1.42096e+07 1.23694e+07 1.19636e+07 9.92913e+06 9.82913e+06 9.58217e+06 9.12519e+06 9.06112e+06 4.39944e+07 9.05999e+06 8.39273e+06 7.87543e+06 7.6672e+06 7.55656e+06 7.44221e+06 6.76687e+06 6.68858e+06 5.84629e+06 5.6557e+06 5.55097e+06 5.08079e+06 4.79097e+06 4.6865e+06 4.49793e+06 4.00985e+06 4.21311e+06 3.69521e+06 3.2374e+06 3.17641e+06 2.45196e+06 2.27556e+06 2.02848e+06 1.86051e+06 1.7699e+06 2.03379e+06 1.73668e+06 1.53313e+06 1.10169e+06 743550 threshold=2682.0900000000006 2693.9010000000007 474.29950500000001 2971.7767500000004 860.12500000000011 190.81250000000003 688.40820000000008 991.56000000000017 2778.6210000000005 104.01000000000001 673.68310000000008 75.313750000000013 2778.6210000000005 1182.8200000000004 631.04475000000014 1107.4580000000003 118.65100000000002 1085.4300000000001 109.12650000000001 367.00960450000008 27.046500000000005 1522.8167500000002 225.51440000000005 337.60650000000004 108.74300000000001 610.83000000000004 246.87250000000003 34.899980000000006 1275.1415000000002 174.79296150000002 2022.5000000000002 1493.1141200000004 1282.3492500000004 624.21400000000006 8.6850000000000005 334.05380000000002 91.136250000000018 31.097000000000005 1275.1415000000002 1892.2623000000001 287.04780000000005 522.29990000000009 747.41500000000008 112.55400000000002 330.57375000000008 184.87425400000004 0 236.84755000000004 144.01200000000003 608.61636750000014 786.89439000000004 26.719375000000003 2022.5000000000002 44.881800000000005 1 101.01600000000002 195.69400000000005 59.243000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 left_child=2 6 5 -3 10 11 52 8 33 37 12 20 18 15 29 32 -8 22 34 36 43 25 38 55 -24 -16 31 -28 -17 47 -14 -22 -9 45 -4 -31 46 41 -12 -35 -25 49 -20 51 -45 -6 -13 -11 -38 -7 54 -1 -2 -54 -39 -21 -52 -43 right_child=1 3 4 -5 7 9 16 13 -10 14 17 19 30 -15 21 28 -18 -19 42 23 26 -23 24 40 -26 -27 27 -29 -30 35 -32 -33 -34 39 -36 -37 48 50 -40 -41 -42 57 -44 44 -46 -47 -48 -49 -50 -51 56 -53 53 -55 -56 -57 -58 -59 leaf_value=-0.11455392826775913 5.1116015901873189 47.322124694188432 1.335627797249789 106.26960906982423 4.1651003980029166 0.33621919328895017 26.173117626953125 4.1050650696527393 24.542455458868119 1.1598533239934397 3.6680219794783051 0.68260402873269377 11.865039025126277 22.259347661336264 3.4210989621179331 20.20093042428153 14.782979715010699 14.328322268999541 2.650807405921348 1.4023180366868382 0.12139734945814289 10.946662092942459 13.629133139390213 3.2788928920147464 6.3790988672365909 7.0565391102360513 15.70757050468808 0.87778607753357052 13.348527842676917 2.2365111215104059 5.3835449600219727 4.5604849160023226 11.045644828427223 6.6107726809183758 4.1503219432092235 4.5482190591780869 0.77854958654197803 1.4696658773753588 7.4373965577167622 11.100968783787319 8.0056899560464405 2.3610083585172088 4.1235927779566843 0.15977097774904783 2.1040483497433042 8.7290577826499938 0.24115542534216644 2.4833771662864281 1.6406987427192172 2.3911866386586973 1.5739136373748384 0.020527563312504157 -0.050958936110786772 4.3092626624107364 0.64254447035408224 4.2477214336395264 3.400430859034179 4.6825098844008011 leaf_weight=311744 31 24 1193 20 157 2661 25 21 21 794 167 2274 37 36 437 35 34 26 439 356 16664 26 26 51 61 82 21 422 43 396 38 39 62 90 92 183 1365 616 51 35 37 37 393 3612 115 20 6265 235 435 55 72 10541 23 20 527 20 61 22 leaf_count=311744 31 24 1193 20 157 2661 25 21 21 794 167 2274 37 36 437 35 34 26 439 356 16664 26 26 51 61 82 21 422 43 396 38 39 62 90 92 183 1365 616 51 35 37 37 393 3612 115 20 6265 235 435 55 72 10541 23 20 527 20 61 22 internal_value=0 26.3364 -0.0132257 74.1164 4.17081 -0.0485762 10.5295 9.96306 7.20556 1.35125 2.977 -0.0731114 2.46491 14.4842 2.59209 12.7457 19.6093 6.36823 2.24823 0.545807 -0.0925957 4.3271 5.68967 2.25779 8.54578 3.99548 0.1692 1.58078 16.4233 2.00404 8.58108 0.131762 9.28959 6.00002 1.53715 2.96715 0.468976 0.691773 4.54985 7.86803 5.2663 0.438403 3.34649 -0.106364 0.219763 4.6808 0.359798 1.46212 0.986902 0.377833 1.24279 -0.110136 3.29017 1.97705 1.10679 1.55367 2.41164 3.22665 internal_weight=0 177 363208 44 3043 360165 133 520 323 6204 2523 353961 2192 197 2153 161 59 331 2117 10803 343158 545 305 464 87 519 17146 443 78 1608 75 16703 83 302 1285 579 10339 4051 218 125 88 2775 832 326012 3727 177 8539 1029 1800 2716 1276 322285 74 43 1143 376 133 59 internal_count=363385 177 363208 44 3043 360165 133 520 323 6204 2523 353961 2192 197 2153 161 59 331 2117 10803 343158 545 305 464 87 519 17146 443 78 1608 75 16703 83 302 1285 579 10339 4051 218 125 88 2775 832 326012 3727 177 8539 1029 1800 2716 1276 322285 74 43 1143 376 133 59 cat_boundaries=0 1 2 cat_threshold=22 1140 is_linear=0 shrinkage=0.01 Tree=18 num_leaves=59 num_cat=4 split_feature=2 4 0 8 1 1 0 3 25 0 0 2 0 15 2 2 1 6 11 3 8 2 0 4 2 3 0 10 2 15 25 0 25 26 3 4 25 1 10 8 10 5 5 26 2 4 5 3 0 26 5 1 6 1 3 6 0 1 split_gain=1.20387e+09 1.3102e+09 5.26522e+08 3.71526e+08 2.0623e+08 1.21243e+08 8.56834e+07 6.35785e+07 5.77777e+07 5.08548e+07 5.07683e+07 4.97546e+07 4.18401e+07 3.13718e+07 2.97366e+07 2.2277e+07 2.15293e+07 1.83187e+07 1.59546e+07 1.42813e+07 1.39299e+07 1.20532e+07 1.17611e+07 1.17255e+07 1.09692e+07 9.46627e+06 9.06618e+06 8.94531e+06 4.30804e+07 8.84981e+06 8.23567e+06 8.22571e+06 8.11449e+06 7.87142e+06 7.759e+06 6.55547e+06 6.15074e+06 5.17759e+06 4.97665e+06 4.40759e+06 3.51551e+06 3.2284e+06 3.1132e+06 2.77233e+06 2.76237e+06 2.69025e+06 2.56252e+06 2.12823e+06 2.04493e+06 1.73468e+06 1.93749e+06 1.70932e+06 1.29511e+06 882807 848318 845252 840263 821129 threshold=2682.0900000000006 2693.9010000000007 474.29950500000001 2971.7767500000004 860.12500000000011 190.81250000000003 688.40820000000008 1282.3492500000004 0 2778.6210000000005 2778.6210000000005 104.01000000000001 73.516000000000005 549.30000000000018 1107.4580000000003 967.39580000000012 631.04475000000014 118.65100000000002 640.9625000000002 991.56000000000017 144.01200000000003 27.046500000000005 688.40820000000008 1522.8167500000002 385.09140000000008 2725.8677800000005 102.81100000000002 246.87250000000003 34.899980000000006 1020.6662500000001 1 174.79296150000002 2 2022.5000000000002 1493.1141200000004 334.05380000000002 3 1256.4300000000001 287.04780000000005 522.29990000000009 1935.1350000000002 30.001000000000001 236.84755000000004 2022.5000000000002 11.26135 480.67500000000001 1561.8224400000001 142.73850000000002 190.45082400000004 2022.5000000000002 199.50425000000004 68.409000000000006 106.75878150000001 555.56875000000014 698.94000000000005 306.15750000000008 27.533855000000006 424.16250000000008 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 5 -3 8 12 49 10 9 14 15 32 21 25 22 29 31 -8 -16 -17 36 30 -4 26 45 37 -18 34 -29 -6 46 42 39 -11 -23 -33 48 -9 -26 43 -32 53 -13 -7 -41 -22 -1 56 -14 -2 -51 -38 -49 55 57 -10 -34 -43 right_child=1 3 4 -5 7 11 17 13 41 33 -12 16 20 -15 18 19 23 -19 -20 -21 24 27 -24 -25 38 -27 -28 28 -30 -31 40 35 47 -35 -36 -37 51 -39 -40 44 -42 54 -44 -45 -46 -47 -48 52 -50 50 -52 -53 -54 -55 -56 -57 -58 -59 leaf_value=0.08438349753208714 5.060485705714072 46.848902378082279 2.3779279932121282 105.2069132080078 4.5467169899548292 1.5201755879735575 25.911386343383789 14.811669652358347 0.51778503669843656 16.758150729517784 21.701669171651208 1.1482547886050318 0.54492779478042397 23.493290036519369 6.7032579670895585 8.4058509478849519 2.4147065866535362 14.635150210436652 15.722721362304688 17.119641896761383 1.0376213576623126 0.11950123222211285 4.2118023062548593 10.837195579822247 2.8824500977516174 17.026845946841771 5.0892456684543141 15.550495036897205 0.8739194504185801 11.327058622269403 -0.11875108860028069 2.2141460036268139 0.10624491181592488 9.3726843395939579 4.6433425652353391 4.5027368490813213 0.13849527858471988 9.1614436076771124 6.827732940633247 5.3659021293826221 2.9638680489482105 1.6133090646015971 2.4585433991817718 0.6742312313782074 1.148444161438942 2.8451963884489881 2.4733476659986708 0.65971371988673777 1.0109092411854774 -0.022130991064983868 4.2336039776802066 0.6280977505034846 2.1208099434139966 2.6237341421300715 4.0493135212734339 2.2056662301094301 0.58745725682158489 3.6803404322537512 leaf_weight=20249 31 24 640 20 231 840 25 23 691 31 24 794 2542 36 91 68 220 34 25 26 865 16603 771 26 100 36 299 21 420 21 305551 396 1691 27 38 183 5025 55 47 41 37 152 235 719 25 91 45 182 1496 23 20 831 91 22 20 31 462 22 leaf_count=20249 31 24 640 20 231 840 25 23 691 31 24 794 2542 36 91 68 220 34 25 26 865 16603 771 26 100 36 299 21 420 21 305551 396 1691 27 38 183 5025 55 47 41 37 152 235 719 25 91 45 182 1496 23 20 831 91 22 20 31 462 22 internal_value=0 26.073 -0.0130926 73.3753 4.1291 -0.0480896 10.4242 9.86343 2.94723 4.10332 7.63705 1.33777 -0.0723801 15.3552 3.78012 6.66147 2.56617 19.4132 8.64711 10.816 0.534784 -0.0918485 3.38 4.28383 1.60073 12.7852 3.95553 0.167084 1.5728 5.11175 -0.105421 1.984 0.684907 13.3201 0.129831 2.93748 0.415951 10.8275 4.14387 1.22962 -0.118374 0.939941 1.44749 1.13003 3.76838 1.20968 0.0896366 0.313681 0.715792 3.25727 1.95728 0.207618 1.14675 0.650386 2.09885 0.590256 0.209506 1.87466 internal_weight=0 177 363208 44 3043 360165 133 520 2523 1585 370 6204 353961 150 1527 346 2153 59 116 94 10997 342964 1411 545 1103 114 519 17082 441 252 325882 1608 4051 58 16641 579 9894 78 147 1625 305588 938 1029 1559 66 956 20294 2426 4038 74 43 5856 273 744 194 722 2153 174 internal_count=363385 177 363208 44 3043 360165 133 520 2523 1585 370 6204 353961 150 1527 346 2153 59 116 94 10997 342964 1411 545 1103 114 519 17082 441 252 325882 1608 4051 58 16641 579 9894 78 147 1625 305588 938 1029 1559 66 956 20294 2426 4038 74 43 5856 273 744 194 722 2153 174 cat_boundaries=0 7 14 19 24 cat_threshold=137414144 134218752 67113232 1073741824 4194304 16384 132 1611661312 98308 65 1181811504 8424976 2420140032 2 1083008 1074003968 168825680 1074003968 16384 143689216 134512708 67113232 1074037248 12583937 is_linear=0 shrinkage=0.01 Tree=19 num_leaves=53 num_cat=6 split_feature=0 4 0 6 4 0 25 5 4 6 0 6 7 7 12 24 7 25 7 26 4 5 11 25 5 13 19 10 6 0 0 4 4 12 11 6 8 0 8 5 5 7 7 8 5 4 10 20 25 11 4 25 split_gain=1.12018e+09 7.26413e+08 4.81711e+08 2.93569e+08 1.35266e+08 1.11447e+08 5.93089e+07 5.52317e+07 4.60043e+07 4.97109e+07 4.43879e+07 4.36945e+07 2.54088e+07 2.22178e+07 1.83828e+07 1.86135e+07 1.69523e+07 1.55979e+07 1.49616e+07 1.34903e+07 1.84372e+07 1.26529e+07 1.19554e+07 1.02792e+07 1.01401e+07 9.59038e+06 8.82417e+06 9.48815e+06 8.50051e+06 7.86966e+06 6.5711e+06 6.33724e+06 6.05905e+06 4.87058e+06 4.60836e+06 4.40713e+06 4.35025e+06 4.20735e+06 3.93568e+06 3.66088e+06 3.62881e+06 3.45833e+06 3.39033e+06 3.35481e+06 3.05107e+06 2.75815e+06 2.28801e+06 2.05742e+06 2.01156e+06 943709 620187 397870 threshold=2778.6210000000005 2693.9010000000007 474.29950500000001 2976.3936000000008 785.57750000000021 104.01000000000001 0 1908.1960000000001 2693.9010000000007 137.52500000000001 992.19979999999998 270.75475000000006 85.347000000000023 659.5150000000001 1017.6685000000001 1 576.56500000000017 2 1538.3385000000001 2022.5000000000002 116.58780000000002 206.28168000000002 1230.4050000000002 3 2871.8940000000007 1175.575 311.85975000000008 517.51460000000009 420.87650000000008 21.467000000000002 688.40820000000008 26.256000000000004 267.54662000000002 41.583622500000004 35.219375000000007 177.55800000000002 824.40500000000009 185.31647500000003 399.3245290000001 7.9537500000000003 1016.9325000000002 576.56500000000017 762.97500000000002 168.16500000000005 2871.8940000000007 480.67500000000001 1935.1350000000002 16.038500000000003 4 191.17500000000004 362.02000000000004 5 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 left_child=2 19 5 -3 6 8 10 18 12 -10 28 17 23 -9 15 -12 26 32 25 31 -21 35 -20 46 -15 34 38 -28 30 -25 -4 -2 37 42 -6 -14 -30 -7 -13 50 -35 -34 -18 48 -23 -45 -1 49 -19 -41 51 -8 right_child=1 3 4 -5 7 11 39 13 9 -11 14 16 21 24 -16 -17 33 43 22 20 -22 44 -24 29 -26 -27 27 -29 36 -31 -32 -33 41 40 -36 -37 -38 -39 -40 47 -42 -43 -44 45 -46 -47 -48 -49 -50 -51 -52 -53 leaf_value=0.10549043687086317 17.712391130638125 36.278893882206511 2.0882313157289456 85.74007594517299 7.330412676708371 0.75128552795618453 -0.070729024756667966 9.4813812053680415 1.4998403098366477 21.181239684876942 2.2779747168932643 1.7199755724021513 0.24546614768234082 16.404663683020551 13.483782816706478 7.3728570021676063 10.64339920501709 0.52874601333782345 8.3479072056394639 3.4951343575839338 14.082650475000079 1.4823846469899966 17.623820132414501 -0.11610119776990534 25.696495889027915 12.172169566976613 2.8958743523148929 11.324056235226717 4.1967359154166717 0.11423541745789713 3.7952040692830931 11.369861151653788 2.1140649554480588 3.2440685036352703 4.8004912058044882 1.0472564118530017 7.6698408707152019 1.5343845947926258 3.545354511526388 1.361419901593041 7.7706778683869731 4.8628762109463031 6.2264666067665084 1.0954710438232573 5.4293113336563117 4.1100532923322737 2.9657216984885082 4.8835587573051455 0.10453029283145215 3.2098513216291158 1.9763076176643373 0.61203471817621369 leaf_weight=24220 50 28 585 21 153 1276 107 25 33 21 130 585 5881 23 37 337 25 3681 33 29 38 945 24 302833 24 29 34 22 155 15597 367 23 382 77 136 776 47 1484 148 131 23 52 57 378 20 33 28 24 1630 35 30 523 leaf_count=24220 50 28 585 21 153 1276 107 25 33 21 130 585 5881 23 37 337 25 3681 33 29 38 945 24 302833 24 29 34 22 155 15597 367 23 382 77 136 776 47 1484 148 131 23 52 57 378 20 33 28 24 1630 35 30 523 internal_value=0 24.3385 -0.013048 57.4765 4.00801 -0.0460321 3.10477 9.07589 -0.0755794 9.15372 4.19762 1.001 -0.0770021 17.098 6.69881 6.16124 3.01545 0.781613 7.53564 12.7402 9.49999 0.494056 12.2536 -0.0897038 21.1494 6.68998 2.38085 6.20695 3.14162 -0.104816 2.74628 15.7141 1.34086 5.76655 6.13986 0.33893 5.00483 1.17234 2.08854 0.912936 4.28519 2.44342 7.57309 0.466286 1.56419 1.33752 0.108748 2.14682 0.399742 1.75115 0.571558 0.504665 internal_weight=0 189 363196 49 2955 360241 2508 447 350354 54 1658 9887 350300 72 504 467 971 8916 375 140 67 7622 57 342678 47 318 789 56 1154 318430 952 73 3194 182 289 6657 202 2760 733 850 100 434 82 5722 965 411 24248 190 5311 166 660 630 internal_count=363385 189 363196 49 2955 360241 2508 447 350354 54 1658 9887 350300 72 504 467 971 8916 375 140 67 7622 57 342678 47 318 789 56 1154 318430 952 73 3194 182 289 6657 202 2760 733 850 100 434 82 5722 965 411 24248 190 5311 166 660 630 cat_boundaries=0 7 8 13 20 27 32 cat_threshold=137414144 134218756 68161808 1073807360 4210688 16384 132 1665 3179520 134479872 67113216 1073742336 12582912 3222274048 360452 65 1181827360 545295872 2420140032 2 210043428 8423012 169345552 262145 87297 0 196 2155872256 32 1 2152726528 2048 is_linear=0 shrinkage=0.01 Tree=20 num_leaves=56 num_cat=6 split_feature=0 1 3 1 3 0 3 0 0 2 2 1 3 6 3 25 4 0 5 10 2 2 1 1 5 13 1 5 25 3 24 23 0 2 6 24 6 4 6 25 4 0 2 0 4 9 6 25 7 3 26 10 4 0 5 split_gain=1.30745e+09 1.27636e+09 5.7821e+08 4.30009e+08 2.03611e+08 1.45694e+08 7.81356e+07 6.19647e+07 4.85389e+07 4.43801e+07 4.4319e+07 3.63979e+07 3.07548e+07 3.00742e+07 2.87697e+07 2.38037e+07 1.8364e+07 1.76788e+07 1.43396e+07 1.42336e+07 1.41503e+07 1.29458e+07 1.18366e+07 1.17398e+07 1.13697e+07 1.07955e+07 1.04584e+07 9.53091e+06 8.67513e+06 8.39915e+06 8.1695e+06 6.94376e+06 8.56242e+06 6.31236e+06 6.25455e+06 6.09703e+06 9.3626e+06 8.80213e+06 5.64629e+06 5.56001e+06 5.37373e+06 5.16899e+06 4.11633e+06 4.11483e+06 3.90307e+06 3.38714e+06 3.18576e+06 2.68904e+06 2.66618e+06 2.66114e+06 8.30959e+06 2.53549e+06 2.14217e+06 2.12577e+06 1.92416e+06 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 494.77402000000006 991.56000000000017 161.48350000000002 2725.8677800000005 591.40200000000016 992.19979999999998 385.09140000000008 1468.575 289.85000000000008 82.00500000000001 1937.6795000000002 73.265300000000011 0 1888.1190000000004 747.41500000000008 406.08214000000004 1330.1795 1468.575 223.62625000000003 41.319565000000004 1461.4925000000003 1908.1960000000001 1063.1169900000002 1098.6214000000002 1561.8224400000001 1 88.559835000000007 2 8.5912500000000005 360.43000000000001 193.49000000000004 463.20250000000004 3 436.01500000000004 2.694 118.65100000000002 4 164.52255000000002 166.07825000000005 66.602850000000004 21.129000000000001 508.93250000000006 375.64974000000007 551.27100000000007 5 103.99900000000001 119.71400000000001 2022.5000000000002 1564.7167200000001 275.01050000000004 83.524500000000018 39.152646000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=3 11 -3 5 7 12 8 14 13 15 -8 49 22 41 33 17 23 34 -10 25 35 27 28 -16 -20 29 -13 39 51 -11 -19 40 -33 47 -7 37 -37 -9 -22 -14 -17 -6 45 -30 48 -24 -28 -5 -23 50 -2 -1 -44 -35 -46 right_child=1 2 -4 4 6 9 10 20 18 19 -12 26 21 -15 16 31 -18 30 24 -21 38 44 42 -25 -26 -27 46 -29 43 -31 -32 32 -34 53 -36 36 -38 -39 -40 -41 -42 -43 52 -45 54 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 leaf_value=0.090375583586176117 8.1170399867163763 28.687939912622625 95.720919612761463 1.5690498073685846 1.8934634238156407 1.4187438281563263 10.023948876857757 11.092309724954459 18.910015664222914 1.5206899982170103 28.684627541746412 21.252682006142354 0.64779455093408778 17.379676116943362 2.8662003969523084 0.49118132820070853 12.230227777560552 6.4072891230819646 8.8063788622730179 10.693566395789386 15.314324060440063 0.93354096746690918 0.10793124230213462 6.9377435919642449 16.684095738955907 9.1838600980310598 9.985652462187268 7.2556946249008183 -0.12261790961540348 3.6626934142790435 2.4109668561554218 0.40612395850094885 9.4467110042572013 1.5890405606408404 3.7973760997898438 3.131701078391194 6.6708738964144922 5.1301735625267035 8.3575459051132199 0.12819353787640095 1.4363582185143937 5.6314443794921436 0.51679631255995251 0.052722155585252874 5.4511550239036817 1.8638564682006837 15.562305534362793 0.35970743954992473 2.1130002632330762 8.4643702812194839 0.27149992059778283 2.6424933531345465 1.766254759763374 3.4872663155323318 2.5288059746496159 leaf_weight=21035 27 22 31 255 55 1556 20 65 39 269 35 22 3522 20 617 4167 24 111 53 26 20 581 10653 80 28 29 21 20 294208 573 172 22 20 117 119 201 119 40 28 4980 703 113 2062 14022 29 111 20 670 286 20 27 39 147 119 101 leaf_count=21035 27 22 31 255 55 1556 20 65 39 269 35 22 3522 20 617 4167 24 111 53 26 20 581 10653 80 28 29 21 20 294208 573 172 22 20 117 119 201 119 40 28 4980 703 113 2062 14022 29 111 20 670 286 20 27 39 147 119 101 internal_value=0 26.2251 67.8959 -0.0140906 3.9485 -0.0440445 10.9199 2.87393 8.95932 1.31068 21.8989 10.1042 -0.0739543 5.7877 2.06073 1.03754 3.62967 1.96826 13.9282 3.40262 6.10954 0.486712 -0.0895469 3.33352 11.5295 3.18498 15.6905 0.360574 -0.101219 2.97837 4.29003 0.661191 4.71117 1.08639 1.58773 5.52827 4.31305 8.05397 11.2562 0.344354 0.627621 4.4077 0.206733 -0.114638 1.56489 0.126039 12.706 0.713945 1.32261 5.34835 4.19427 0.0950535 0.599943 2.5462 3.18071 internal_weight=0 190 53 362281 2718 359563 363 2355 308 7767 55 137 351796 188 1882 6870 721 1958 120 897 473 9519 342277 697 81 871 63 8522 329304 842 283 4912 42 1161 1675 425 320 105 48 8502 4870 168 12973 308230 997 10764 41 925 867 74 54 21074 2209 236 130 internal_count=362471 190 53 362281 2718 359563 363 2355 308 7767 55 137 351796 188 1882 6870 721 1958 120 897 473 9519 342277 697 81 871 63 8522 329304 842 283 4912 42 1161 1675 425 320 105 48 8502 4870 168 12973 308230 997 10764 41 925 867 74 54 21074 2209 236 130 cat_boundaries=0 6 13 14 15 22 26 cat_threshold=202409472 134217728 67109120 4260352 64 16384 1074790400 360452 65 1181810720 578848784 2487248976 2 14 12 137463328 361472 528641 67109376 12583936 256 64 33280 262144 4160 1077936128 is_linear=0 shrinkage=0.01 Tree=21 num_leaves=58 num_cat=6 split_feature=0 2 0 8 2 2 3 3 25 0 0 8 3 8 0 11 10 26 2 9 8 0 6 25 3 3 26 12 25 16 7 9 0 8 3 7 9 3 0 25 25 6 0 6 3 8 7 2 10 3 7 0 12 25 3 0 26 split_gain=1.28143e+09 1.07791e+09 4.16001e+08 2.68985e+08 1.67449e+08 1.15702e+08 7.14223e+07 6.29064e+07 4.73658e+07 4.57605e+07 3.87106e+07 2.93755e+07 2.73956e+07 2.22178e+07 1.55467e+07 1.50758e+07 1.47534e+07 1.38323e+07 3.8292e+07 3.00477e+07 1.35882e+07 1.22495e+07 1.27047e+07 1.17485e+07 1.1714e+07 1.09399e+07 9.77924e+06 9.3922e+06 8.67493e+06 8.50864e+06 7.39772e+06 6.67443e+06 6.62385e+06 6.31849e+06 5.68401e+06 5.58227e+06 5.44935e+06 5.04843e+06 4.52297e+06 3.92004e+06 3.91174e+06 3.74097e+06 3.53192e+06 2.71045e+06 2.56906e+06 2.54903e+06 2.54122e+06 2.44447e+06 1.73937e+06 1.33987e+06 1.26016e+06 1.14865e+06 1.11691e+06 877754 552296 326747 304291 threshold=2778.6210000000005 2682.0900000000006 474.29950500000001 1581.7937000000002 873.09500000000014 160.20298100000002 2725.8677800000005 991.56000000000017 0 102.81100000000002 65.403650000000013 1148.5039000000004 481.20000000000005 31.451000000000004 1117.6621800000003 871.08830000000023 941.87500000000011 2022.5000000000002 44.728500000000004 26.827014000000002 912.87025000000017 1117.6621800000003 18.570000000000004 1 82.00500000000001 65.416499999999999 2022.5000000000002 207.36964000000003 2 226.84059000000005 462.97950000000009 827.32299999999998 1117.6621800000003 177.38250000000002 453.37980000000005 1131.6606400000003 580.86400000000015 1493.1141200000004 249.87000000000003 3 4 436.01500000000004 13.917363 698.40204000000006 284.84010000000006 301.38810000000007 420.97500000000008 102.75350000000002 1330.1795 64.404025000000019 262.51530500000007 688.40820000000008 250.65000000000003 5 9.1519740000000009 591.40200000000016 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=2 17 5 -3 8 10 9 21 11 25 24 14 33 32 34 41 36 18 -2 -19 -14 27 -23 38 28 46 -16 51 48 -29 40 -24 -9 -11 -4 -18 -15 -32 44 -27 -26 -13 -30 -40 -12 49 -7 53 -1 -25 -47 -6 55 56 -55 -49 -10 right_child=1 3 4 -5 7 6 -8 13 47 12 23 15 20 16 26 -17 35 19 -20 -21 -22 22 31 45 30 39 -28 29 42 -31 37 -33 -34 -35 -36 -37 -38 -39 43 -41 -42 -43 -44 -45 -46 50 -48 52 -50 -51 -52 -53 -54 54 -56 -57 -58 leaf_value=0.090775812507175896 22.6975949771264 46.90965120512864 2.4767978842533851 94.579979644775392 2.2432437302773458 0.28816490256210586 16.871903252437196 22.832281381225584 1.9802537712557564 1.5119640643796339 0.61444461322002986 3.5284027045113699 4.0961678498527805 3.5711030501411076 6.8783316288180858 14.717164164666206 10.913990823745728 1.4159991368939799 8.0896578959414835 14.682544428094436 9.6613264985178038 14.251035316691681 4.0760535261505524 0.12338035731191921 0.80226482492616391 2.0830658360051739 3.5539662800346106 12.011447598687536 -0.11973253040846001 4.3511435291684908 1.7231680718399833 11.100814893813361 16.301496422000049 2.8927307970996377 4.1434436981351652 17.648675189018249 10.25991033751389 6.9560920361110146 1.2920910037959912 0.9492037036164811 0.15627923673120858 8.1644760032322097 0.032099823663268245 3.9715632633062512 1.6174454843127815 1.1679684284044785 1.7989212157804033 0.88446890551110968 1.8101262538715943 0.50906182674247513 3.7937754539821458 4.2255602361361184 3.8699338684082036 0.22496797383895942 0.98409585746129358 1.9374607990427715 0.86260287670862112 leaf_weight=21525 34 29 922 20 57 3499 29 25 58 1307 3756 28 314 21 179 31 20 31 38 38 51 34 38 5557 1114 504 175 29 295369 29 151 21 41 444 263 32 29 21 1180 940 5758 46 16159 39 274 89 115 46 59 1075 23 60 25 476 120 82 42 leaf_count=21525 34 29 922 20 57 3499 29 25 58 1307 3756 28 314 21 179 31 20 31 38 38 51 34 38 5557 1114 504 175 29 295369 29 151 21 41 444 263 32 29 21 1180 940 5758 46 16159 39 274 89 115 46 59 1075 23 60 25 476 120 82 42 internal_value=0 25.9628 -0.0139465 66.3669 3.73945 -0.0445396 1.2101 9.45686 2.73953 1.14679 -0.0702025 3.72255 2.38159 14.2544 3.39604 8.86279 11.3291 11.9217 14.9879 8.72221 4.87377 6.44946 9.38218 0.488173 -0.0898893 0.63021 5.23493 4.89094 -0.0984228 8.1813 0.313663 6.57639 18.7753 1.86208 2.84669 15.0584 7.45061 2.36207 0.842478 1.36596 0.262393 6.41029 -0.111853 1.37782 0.682639 0.210849 0.336238 0.782964 0.0954315 0.185897 1.7072 3.25982 1.93664 0.540604 0.371578 1.55904 1.37349 internal_weight=0 190 362281 49 2929 359352 7203 436 2493 7174 352149 1644 2116 168 1539 105 102 141 72 69 365 268 93 11993 340156 5058 354 175 333112 58 7044 59 66 1751 1185 52 50 172 5249 1444 6872 74 311528 1219 4030 6744 3614 849 21584 6632 112 117 153 696 596 128 100 internal_count=362471 190 362281 49 2929 359352 7203 436 2493 7174 352149 1644 2116 168 1539 105 102 141 72 69 365 268 93 11993 340156 5058 354 175 333112 58 7044 59 66 1751 1185 52 50 172 5249 1444 6872 74 311528 1219 4030 6744 3614 849 21584 6632 112 117 153 696 596 128 100 cat_boundaries=0 7 12 19 24 28 33 cat_threshold=137414144 1207960576 68161808 1073807360 4210688 16384 132 135302656 134512708 68161872 1077969408 12584128 1074790400 360452 65 1181745184 578849808 2487248976 2 68452864 134218752 1048832 0 1024 1048608 360448 528720 67109377 4 36 524288 33554432 8389632 is_linear=0 shrinkage=0.01 Tree=22 num_leaves=60 num_cat=4 split_feature=0 1 3 1 3 0 3 0 0 2 2 1 3 6 0 25 0 12 6 5 2 2 2 3 1 9 5 1 1 5 25 5 21 23 0 6 1 3 4 0 1 0 4 26 25 6 7 6 7 3 26 14 12 0 0 5 25 2 0 split_gain=1.25593e+09 1.23711e+09 5.58983e+08 4.1552e+08 1.96127e+08 1.39679e+08 7.58307e+07 5.97558e+07 4.68936e+07 4.32592e+07 4.25974e+07 3.49809e+07 2.94727e+07 2.92267e+07 2.48248e+07 2.30123e+07 1.70667e+07 1.57354e+07 1.47975e+07 1.4046e+07 1.35175e+07 1.31683e+07 1.25016e+07 1.14863e+07 1.60721e+07 1.32546e+07 1.10005e+07 1.04275e+07 1.02614e+07 9.39223e+06 8.3417e+06 8.25742e+06 8.13562e+06 6.79984e+06 8.36395e+06 6.05911e+06 5.68067e+06 5.20081e+06 5.1927e+06 4.9379e+06 4.14994e+06 3.85512e+06 3.75623e+06 3.5414e+06 3.3556e+06 3.36772e+06 2.92444e+06 2.9146e+06 2.6461e+06 2.58542e+06 7.83524e+06 2.22954e+06 1.97441e+06 1.95687e+06 1.71909e+06 1.70797e+06 1.51689e+06 1.13432e+06 415650 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 494.77402000000006 991.56000000000017 161.48350000000002 2725.8677800000005 111.94437000000001 992.19979999999998 1468.575 385.09140000000008 289.85000000000008 67.50500000000001 1937.6795000000002 887.79240000000016 0 747.41500000000008 244.53950000000003 1324.2200000000003 406.08214000000004 223.62625000000003 337.09375000000006 1468.575 92.623500000000021 1256.4300000000001 11.158800000000001 1908.1960000000001 43.652000000000008 1098.6214000000002 1561.8224400000001 1 923.46450000000016 30.936210000000006 8.5912500000000005 360.43000000000001 463.20250000000004 83.833000000000013 56.466865000000006 164.52255000000002 166.07825000000005 786.89439000000004 21.129000000000001 508.93250000000006 2022.5000000000002 2 898.38705000000004 912.83060000000012 551.27100000000007 112.55400000000002 119.71400000000001 2022.5000000000002 123.55750000000002 477.24825000000004 65.403650000000013 591.40200000000016 39.152646000000011 3 52.051000000000009 591.40200000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=3 11 -3 5 7 12 8 23 13 -8 15 49 27 39 21 16 35 37 32 -10 29 54 40 52 51 -26 -21 30 -13 36 53 -23 -19 38 -35 -7 -14 58 -17 -6 -16 -32 48 -18 45 -29 -39 -30 -22 50 -2 -25 56 -1 -9 -44 -5 -46 -12 right_child=1 2 -4 4 6 10 9 14 19 -11 17 28 20 -15 22 33 43 18 -20 26 42 31 -24 24 25 -27 -28 44 47 -31 41 -33 -34 34 -36 -37 -38 46 -40 -41 -42 -43 55 -45 57 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 leaf_value=0.082183968038938723 7.8413559164824314 28.177795945947821 94.086870422363276 1.2153462508016259 1.8568723612698643 1.3904874623133046 9.8072697092294696 2.2470861988155932 18.60657808157114 28.243486360822402 1.1196065686730778 20.81813901381059 0.19365608331045536 17.102158626556399 4.4456338566825506 0.47824468180584995 5.3831845111670313 3.8612018428705159 12.784897237924429 8.6234601467060585 0.91849086883904474 4.3214733333318014 12.717371551569769 1.420107120273842 12.917922283675935 2.1771626071929933 16.372211416959765 0.39292533220553727 9.7503143455868688 7.1698704910278321 -0.12039020990877976 8.1662196818038613 9.8009856838650169 0.39851471879265526 9.3337112331390379 3.7316612074655642 0.80465052781365021 2.9856379089502711 1.4073642524021279 5.5103390144246873 7.1964411719539498 0.049911785649855905 5.1880485649108889 3.1435211154456075 0.013615997446277728 4.3147498130798345 5.9939920142037533 15.08435763168335 2.0677274899442706 8.2411065521240232 0.22303480218957972 3.9087116378943128 3.163994138779179 0.9485837317574205 3.7231084214424603 2.4766920783218827 0.3007725976436556 0.35218747242360976 2.0877237493197125 leaf_weight=20799 27 22 31 264 55 1556 20 405 39 35 170 22 7984 20 84 4167 135 158 26 53 620 336 34 180 27 20 28 4619 21 20 293847 67 27 22 20 119 1880 421 703 113 158 13922 30 148 6213 22 35 20 296 20 27 45 31 264 98 103 606 1177 60 leaf_count=20799 27 22 31 264 55 1556 20 405 39 35 170 22 7984 20 84 4167 135 158 26 53 620 336 34 180 27 20 28 4619 21 20 293847 67 27 22 20 119 1880 421 703 113 158 13922 30 148 6213 22 35 20 296 20 27 45 31 264 98 103 606 1177 60 internal_value=0 25.7032 66.7284 -0.0138059 3.88145 -0.0432508 10.7235 2.82682 8.79208 21.5394 1.28322 9.83214 -0.0725368 5.67468 4.41366 1.01562 1.93071 3.33271 5.72087 13.676 0.438539 3.61378 7.03935 1.22779 3.02882 8.34739 11.302 -0.0889293 15.3086 0.323987 -0.0995087 4.96067 4.72809 0.645604 4.65337 1.55682 0.310107 2.59816 0.612366 4.31426 6.24162 -0.112683 1.51788 4.21191 0.20023 0.410631 3.21654 12.3523 1.28986 5.16974 4.0322 1.91783 0.684089 0.0929991 2.53466 3.08828 0.595725 0.0674488 1.37216 internal_weight=0 190 53 362281 2718 359563 363 2355 308 55 7767 137 351796 188 1182 6870 1958 897 211 120 10933 906 276 1173 272 47 81 340863 63 9884 328832 403 185 4912 42 1675 9864 686 4870 168 242 307769 1049 283 12031 4641 456 41 916 74 54 225 901 21063 503 133 870 7390 230 internal_count=362471 190 53 362281 2718 359563 363 2355 308 55 7767 137 351796 188 1182 6870 1958 897 211 120 10933 906 276 1173 272 47 81 340863 63 9884 328832 403 185 4912 42 1675 9864 686 4870 168 242 307769 1049 283 12031 4641 456 41 916 74 54 225 901 21063 503 133 870 7390 230 cat_boundaries=0 6 13 18 22 cat_threshold=202409472 134217728 67109120 4260352 64 16384 1074790400 360452 65 1181810720 578848784 2487248976 2 135299712 134512708 4944 1074037248 12587392 33280 294912 4160 1078984704 is_linear=0 shrinkage=0.01 Tree=23 num_leaves=57 num_cat=7 split_feature=0 1 1 8 0 0 6 2 2 2 2 1 2 25 8 16 0 5 1 5 1 25 1 26 10 24 1 0 8 23 0 0 6 21 6 5 5 6 5 5 25 0 6 1 0 6 25 24 6 18 5 2 8 25 8 15 split_gain=1.23094e+09 1.2125e+09 4.07263e+08 2.40571e+08 1.77031e+08 1.36899e+08 1.13321e+08 1.33309e+08 4.52317e+07 4.17497e+07 3.75033e+07 3.42848e+07 2.85215e+07 2.27267e+07 1.80956e+07 1.77763e+07 1.6776e+07 1.23962e+07 1.06314e+07 1.02301e+07 1.00572e+07 9.79229e+06 9.24616e+06 1.25443e+07 9.13758e+06 8.77639e+06 8.24027e+06 7.90605e+06 6.9002e+06 6.6817e+06 8.19751e+06 6.27427e+06 5.95627e+06 5.72722e+06 5.62087e+06 5.48838e+06 4.8341e+06 4.74501e+06 4.54077e+06 4.34956e+06 4.18223e+06 4.15617e+06 4.09156e+06 3.51929e+06 2.97671e+06 2.8566e+06 2.85203e+06 2.8254e+06 2.60056e+06 2.48917e+06 2.47549e+06 2.20159e+06 2.07278e+06 2.05551e+06 1.85805e+06 1.22855e+06 threshold=2778.6210000000005 2781.5828000000006 494.77402000000006 1581.7937000000002 887.79240000000016 161.48350000000002 1937.6795000000002 967.39580000000012 1271.7445000000002 385.09140000000008 117.64300000000001 289.85000000000008 66.602850000000004 0 362.14375000000007 635.52750000000003 747.41500000000008 470.72165250000006 121.02650000000001 152.04452500000002 1098.6214000000002 1 786.89439000000004 2022.5000000000002 1159.6875000000002 2 1892.2623000000001 28.442500000000006 1350.3896175000002 8.5912500000000005 360.43000000000001 227.70275000000004 463.20250000000004 6.4960000000000013 1324.2200000000003 2871.8940000000007 166.61900000000003 436.01500000000004 923.46450000000016 406.08214000000004 3 153.21245250000001 95.038000000000025 181.86450000000002 65.403650000000013 551.27100000000007 4 5 84.256000000000014 216.54030000000003 723.78135000000009 723.85250000000008 177.38250000000002 6 64.460750000000019 23.380000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 left_child=2 11 5 -3 6 12 10 -8 15 13 31 54 21 16 33 22 32 -10 42 41 -13 44 37 -24 38 -18 28 48 -19 36 -31 40 -7 46 -28 -21 -15 -6 -16 52 -4 -12 53 -29 50 -22 -11 -33 -23 -44 -1 -41 -20 -14 -2 -46 right_child=1 3 4 -5 8 9 7 -9 17 14 19 20 18 29 24 -17 25 26 39 35 45 27 23 -25 -26 -27 34 43 -30 30 -32 47 -34 -35 -36 -37 -38 -39 -40 51 -42 -43 49 -45 55 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 leaf_value=0.067928546092935485 3.9862010138375417 49.475101615443371 2.4547400255834879 93.428006164550794 2.9006772177928202 1.3743256897048495 3.2054400691279659 36.799234880719865 19.069050364136697 3.1542825436498969 1.7143575147926546 20.609957559758968 0.38012372015620061 0.4784555463545444 4.3319430824823497 14.006211412919534 6.2978015220843684 7.2437094399588444 0.81640228839528928 4.4789492957961201 9.6528112829299193 -0.1184594924350381 10.092894535194743 4.7461410065219827 11.580271168152493 2.2688185419005316 19.634984766006468 0.10618585171326453 14.60684938812256 0.39452957608483052 9.2403744831085213 3.7453627252578734 3.6943445822771857 6.5373179788300488 12.137740020751954 9.5751382194865844 1.4157560448077806 8.0176168886820474 8.1683679952119537 2.1632581074558086 0.52483372111577176 3.5791343203556538 0.68998163007213043 1.0430680338969984 0.66678005866024248 14.933514167785646 1.5859657500558231 1.1118372643605257 0.13590040244149285 2.508921027392149 1.2254936290428202 5.2932797679194703 1.7962862304706202 0.063257629308202987 7.3364492523193361 2.3242480770726592 leaf_weight=27365 49 33 124 20 74 1579 27 21 40 246 229 22 3667 4209 164 37 113 35 1407 536 21 294996 110 73 24 175 20 12715 20 22 20 112 119 33 20 22 633 24 38 134 837 250 1263 414 512 20 392 107 4075 80 186 27 255 4651 25 49 leaf_count=27365 49 33 124 20 74 1579 27 21 40 246 229 22 3667 4209 164 37 113 35 1407 536 21 294996 110 73 24 175 20 12715 20 22 20 112 119 33 20 22 633 24 38 134 837 250 1263 414 512 20 392 107 4075 80 186 27 255 4651 25 49 internal_value=0 25.4462 -0.0136674 66.0611 3.84269 -0.0428183 2.70135 17.9027 9.54939 1.27038 2.37223 9.73382 -0.0718114 1.00546 3.29939 7.49053 1.90584 14.3991 0.418343 3.75963 15.1555 -0.0883519 6.6326 7.96004 5.74674 4.14709 12.4329 -0.104447 9.92121 0.63414 4.60684 1.15296 1.53692 2.47509 15.8864 4.67987 0.60099 4.15381 5.05365 1.11877 0.804859 2.68762 0.286173 0.135729 0.0903949 12.2288 2.26498 2.68045 -0.114994 0.798332 0.0757434 2.68817 0.966745 0.203481 5.11804 0.81155 internal_weight=0 190 362281 53 2718 359563 2265 48 453 7767 2217 137 351796 6870 897 318 1986 135 11484 1037 63 340312 281 183 226 288 95 312200 55 4884 42 1180 1698 671 40 558 4842 98 202 1823 961 479 9661 13129 28112 41 638 219 299071 1343 27551 161 1662 8318 74 561 internal_count=362471 190 362281 53 2718 359563 2265 48 453 7767 2217 137 351796 6870 897 318 1986 135 11484 1037 63 340312 281 183 226 288 95 312200 55 4884 42 1180 1698 671 40 558 4842 98 202 1823 961 479 9661 13129 28112 41 638 219 299071 1343 27551 161 1662 8318 74 561 cat_boundaries=0 6 13 14 17 20 21 26 cat_threshold=202409472 134217728 67109120 4260352 8388672 16384 1074790400 360452 4161 1179714080 41979008 2487248960 2 14 32768 0 64 1081856 0 256 1052 137658880 134513728 528640 1076166657 12584192 is_linear=0 shrinkage=0.01 Tree=24 num_leaves=59 num_cat=0 split_feature=0 1 3 1 3 0 3 0 0 2 2 1 3 0 8 19 0 5 2 7 3 2 1 5 3 1 10 1 1 5 10 0 21 18 14 2 1 18 8 5 0 2 3 7 2 9 5 3 26 4 1 10 4 4 12 0 10 2 split_gain=1.20644e+09 1.18837e+09 5.45395e+08 3.99217e+08 1.8938e+08 1.3421e+08 7.38635e+07 5.73611e+07 4.53251e+07 4.22076e+07 4.09335e+07 3.36025e+07 2.86009e+07 2.40341e+07 1.77277e+07 1.68984e+07 1.43238e+07 1.36946e+07 1.34074e+07 1.21877e+07 1.24899e+07 1.19206e+07 1.11415e+07 1.07032e+07 1.06181e+07 1.67425e+07 1.82009e+07 9.85708e+06 9.47892e+06 9.31953e+06 8.95575e+06 7.38858e+06 5.61128e+06 5.49395e+06 1.77571e+07 5.30549e+06 4.99541e+06 4.70261e+06 4.55359e+06 4.45041e+06 4.23148e+06 3.9506e+06 3.91009e+06 3.84898e+06 3.82718e+06 3.30275e+06 2.876e+06 2.51101e+06 7.69449e+06 2.40504e+06 2.18014e+06 2.10927e+06 2.0674e+06 1.9443e+06 1.93437e+06 1.74113e+06 1.5789e+06 990617 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 494.77402000000006 991.56000000000017 161.48350000000002 2725.8677800000005 102.81100000000002 992.19979999999998 1468.575 385.09140000000008 289.85000000000008 82.00500000000001 887.79240000000016 362.14375000000007 249.03525000000005 688.40820000000008 406.08214000000004 337.09375000000006 101.605 1890.7105500000002 1468.575 41.319565000000004 1908.1960000000001 92.623500000000021 1256.4300000000001 54.302500000000002 1098.6214000000002 76.322797075000025 923.46450000000016 1159.6875000000002 174.79296150000002 6.4960000000000013 8.6850000000000005 20.392000000000003 96.341750000000005 172.78275000000005 258.76800000000009 824.40500000000009 923.46450000000016 28.442500000000006 223.62625000000003 156.80275000000003 96.700500000000019 66.602850000000004 375.64974000000007 425.55000000000007 119.71400000000001 2022.5000000000002 167.86646250000004 26.719375000000003 9.475500000000002 275.01050000000004 508.93250000000006 477.24825000000004 591.40200000000016 460.16525000000007 216.83020000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 11 -3 5 7 12 8 24 15 -8 16 47 22 18 32 31 28 -10 55 35 41 37 40 -19 54 56 -27 -13 43 -20 39 -6 42 36 -35 50 -18 -15 -30 -16 46 -21 -12 -7 45 -24 -1 48 -2 -42 -14 -29 -46 -37 57 -9 -26 -5 right_child=1 2 -4 4 6 10 9 13 17 -11 14 27 19 21 30 -17 33 23 29 20 -22 -23 44 -25 25 26 -28 51 38 -31 -32 -33 -34 34 -36 53 -38 -39 -40 -41 49 -43 -44 -45 52 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 leaf_value=-0.10577117916645896 7.7205988241125034 27.321352681246672 92.424397186771515 0.42972523749596664 1.5959058959023995 0.44264402439737749 9.6139167251586919 2.172575784013262 18.291722816687365 27.824667615618022 1.3908923466973111 20.403857962868432 0.070350479869168439 5.6884656095075172 4.2886236561071582 14.246124608993529 1.533859520174655 8.4370169583806458 4.2024018913472609 0.86990630962467619 7.5358007104935192 12.43034893652972 0.10563063804170725 16.080351332936967 1.4131938036046721 13.937549292491033 1.2486609001159668 9.8929765465146016 1.3471816153360496 8.2558202595570513 11.464468595186871 6.0252174850627114 6.4719447424917504 12.836356519699098 2.0414180567860605 0.75401061317389084 3.5069350801995025 10.751206239700318 4.5017173129954235 8.0866844046743296 0.067544569629858983 2.0663399672581795 2.9622470454346508 1.3428467883065944 0.49878507709562436 1.8395421213287493 0.50415057357665038 8.0937069244384769 0.17101573944091797 0.99143787845247344 0.49590954503199131 14.430650886535645 1.7262459207696168 2.3656246559378467 3.1065603114712621 3.6531882632508572 3.7896027822205514 1.4233583065559126 leaf_weight=316994 27 22 31 743 57 3651 20 419 39 35 292 22 4737 222 164 20 648 53 342 1278 31 34 10653 28 183 26 20 21 1734 68 24 111 33 20 64 1428 160 20 47 38 11246 352 346 546 2062 111 775 20 27 289 1614 20 147 79 31 98 33 116 leaf_count=316994 27 22 31 743 57 3651 20 419 39 35 292 22 4737 222 164 20 648 53 342 1278 31 34 10653 28 183 26 20 21 1734 68 24 111 33 20 64 1428 160 20 47 38 11246 352 346 546 2062 111 775 20 27 289 1614 20 147 79 31 98 33 116 internal_value=0 25.1917 65.4005 -0.0135248 3.80455 -0.0423863 10.5279 2.76822 8.62168 21.2026 1.25785 9.63648 -0.0710932 4.29546 3.26692 5.55685 0.995533 13.4232 3.52421 0.469583 1.24786 6.88585 -0.0861298 11.0792 1.17337 2.94283 8.42064 15.004 0.81915 4.87468 5.68927 4.52242 2.45105 2.17761 4.61164 0.305073 1.92457 6.10687 1.43043 5.00311 -0.097454 1.12828 2.24307 0.559754 0.20132 0.123511 -0.104284 5.06686 3.94581 0.090692 0.178499 12.1065 0.580468 0.838495 0.652471 2.45323 1.77626 0.563906 internal_weight=0 190 53 362281 2718 359563 363 2355 308 55 7767 137 351796 1203 897 188 6870 120 927 9519 1661 276 342277 81 1152 262 46 63 5978 410 226 168 671 892 84 7858 808 242 1781 202 329304 1630 638 4197 12973 10764 317769 74 54 11535 6351 41 2209 1507 890 517 216 859 internal_count=362471 190 53 362281 2718 359563 363 2355 308 55 7767 137 351796 1203 897 188 6870 120 927 9519 1661 276 342277 81 1152 262 46 63 5978 410 226 168 671 892 84 7858 808 242 1781 202 329304 1630 638 4197 12973 10764 317769 74 54 11535 6351 41 2209 1507 890 517 216 859 is_linear=0 shrinkage=0.01 Tree=25 num_leaves=57 num_cat=3 split_feature=0 1 3 0 1 1 4 3 1 6 0 3 1 0 5 1 5 8 3 4 1 26 3 1 0 9 0 5 0 9 7 3 9 3 19 7 24 5 3 10 6 9 12 5 1 6 7 24 16 1 3 1 0 8 24 14 split_gain=1.38744e+09 1.29824e+09 4.4709e+08 3.90914e+08 1.98571e+08 9.62876e+07 6.30623e+07 6.04141e+07 5.32445e+07 3.88338e+07 3.59158e+07 2.86637e+07 2.70687e+07 2.22545e+07 3.123e+07 1.74872e+07 1.54058e+07 1.47963e+07 1.37448e+07 1.21045e+07 1.11291e+07 1.08939e+07 1.08376e+07 1.06578e+07 9.88166e+06 9.47289e+06 9.24066e+06 1.78951e+07 8.79211e+06 7.62048e+06 7.54161e+06 1.23573e+07 6.54304e+06 3.03694e+07 6.03546e+06 5.78218e+06 5.31624e+06 5.03628e+06 4.98002e+06 4.75152e+06 4.72641e+06 4.28299e+06 3.96979e+06 3.91245e+06 3.72054e+06 3.70159e+06 3.24108e+06 3.10789e+06 2.84766e+06 2.71395e+06 2.47957e+06 2.14454e+06 1.85059e+06 1.68274e+06 978882 538089 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 346.24075000000011 860.12500000000011 263.08925000000005 1888.1190000000004 991.56000000000017 962.58510000000012 1136.6981000000003 59.720949999999995 481.20000000000005 137.46340000000004 992.19979999999998 2871.8940000000007 289.85000000000008 524.39625000000012 1148.5039000000004 1493.1141200000004 124.88310000000003 1461.4925000000003 2022.5000000000002 42.309000000000005 1461.4925000000003 31.097000000000005 1022.5259020000002 804.19674500000008 1.9539000000000002 887.79240000000016 580.86400000000015 165.79075000000003 1890.7105500000002 395.07800000000003 14.522500000000003 389.51600000000008 96.700500000000019 0 1016.9325000000002 571.90530000000001 767.74042000000009 1136.6981000000003 580.86400000000015 1132.9885000000002 622.44110000000012 68.409000000000006 342.20000000000005 85.347000000000023 1 379.69589000000002 43.652000000000008 145.91800000000003 109.12650000000001 887.79240000000016 249.69280000000003 2 30.610000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 left_child=3 15 -3 5 9 10 11 25 -8 12 22 24 35 41 16 21 -15 28 29 44 34 -2 32 -17 46 26 37 -28 -14 52 48 -32 49 -34 -13 36 -5 -6 -37 -31 -26 53 55 50 47 -19 -7 -12 -24 -1 -21 -45 -11 -9 -46 -27 right_child=1 2 -4 4 7 6 8 13 -10 18 19 20 17 14 -16 23 -18 45 -20 43 -22 -23 30 -25 40 42 27 -29 -30 39 31 -33 33 -35 -36 38 -38 -39 -40 -41 -42 -43 -44 51 54 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 leaf_value=-0.10286354952997025 10.99868157938907 32.430906194051111 91.454785892602175 2.4313713348557551 3.1245622084740883 0.50813504873035698 3.5383652755737307 8.1538596353530881 25.429008585929868 2.89909426967303 0.78812796648084671 3.0642629512544972 2.3757868002699234 18.977720612612639 26.728574981689455 18.350604395721898 10.900262582388269 4.7070457334103795 14.995923522949219 0.81795444611252455 9.6546699243976235 3.3221514087253148 0.12139030729002452 10.041120279246364 1.6592602171966231 8.8977343277931205 11.090658080794595 3.9285081595987887 4.3313452604590914 12.603911118940873 0.90176656698827184 8.4898197694258268 0.34402670317315703 8.9676364802759743 8.0615535978170545 1.8874886275416962 0.80530329841652148 7.8233865347173479 5.0224360980825908 6.1034003846541696 5.4912762774843156 11.631448809305828 12.951763431714928 1.7944284094463694 1.1444229467325167 9.7898471701772589 1.6022343670001513 0.17730150098075051 1.7916422292098257 0.079035645488988809 1.6177715610613426 4.7203800011199455 6.211651174105131 4.1008713054656987 0.58727940768771758 6.5780592803955074 leaf_weight=320233 38 21 33 230 147 1891 25 20 20 48 923 343 984 33 20 33 83 23 20 1095 31 36 11380 29 1306 20 66 74 300 22 877 22 812 43 26 359 1605 27 59 23 33 21 23 55 429 38 316 8039 103 8418 600 46 26 21 1658 20 leaf_count=320233 38 21 33 230 147 1891 25 20 20 48 923 343 984 33 20 33 83 23 20 1095 31 36 11380 29 1306 20 66 74 300 22 877 22 812 43 26 359 1605 27 59 23 33 21 23 55 429 38 316 8039 103 8418 600 46 26 21 1658 20 internal_value=0 27.0177 68.5011 -0.0121589 2.98084 -0.0481359 1.49646 8.45157 13.2675 2.13907 -0.0655137 1.36222 1.93871 12.9243 15.1879 10.5464 13.1982 3.0613 7.32548 0.453605 3.89984 7.26415 -0.0850174 14.4639 1.07597 6.1025 5.39247 7.30495 2.83269 6.03633 0.205426 1.08746 -0.0959316 0.777729 3.41638 1.26854 1.02675 3.85369 2.32998 9.28143 1.7537 7.95897 9.64137 1.21501 0.32984 7.87338 0.664789 0.241288 0.136372 -0.0982044 1.10108 3.12704 4.06297 6.07794 0.710102 7.7379 internal_weight=0 190 54 363036 4312 358724 3991 575 45 3737 354733 3946 3598 198 136 136 116 1345 139 12845 400 74 341888 62 3546 377 314 140 1284 119 12382 899 329506 855 369 2253 1835 174 418 45 1339 62 63 1796 11049 61 2207 8962 11483 328651 1695 101 74 41 2087 40 internal_count=363226 190 54 363036 4312 358724 3991 575 45 3737 354733 3946 3598 198 136 136 116 1345 139 12845 400 74 341888 62 3546 377 314 140 1284 119 12382 899 329506 855 369 2253 1835 174 418 45 1339 62 63 1796 11049 61 2207 8962 11483 328651 1695 101 74 41 2087 40 cat_boundaries=0 1 2 3 cat_threshold=2 2 20 is_linear=0 shrinkage=0.01 Tree=26 num_leaves=58 num_cat=2 split_feature=0 1 3 0 1 1 3 3 9 6 0 1 3 0 5 1 1 5 8 3 4 4 26 3 1 9 0 5 0 7 9 7 3 9 3 7 24 5 3 10 0 9 12 5 1 0 24 16 1 3 1 8 13 0 8 3 12 split_gain=1.35983e+09 1.27241e+09 4.38193e+08 3.83153e+08 1.94614e+08 9.43714e+07 6.23421e+07 5.92119e+07 3.98812e+07 3.80598e+07 3.52039e+07 2.65257e+07 2.63365e+07 2.18116e+07 3.06085e+07 1.88792e+07 1.71392e+07 1.50992e+07 1.45018e+07 1.34713e+07 1.23829e+07 1.18649e+07 1.06771e+07 1.0622e+07 1.04457e+07 9.28438e+06 9.05677e+06 1.7539e+07 8.61714e+06 8.09245e+06 7.46883e+06 7.39154e+06 1.21114e+07 6.41284e+06 2.97651e+07 5.66556e+06 5.21686e+06 4.93606e+06 4.88091e+06 4.65697e+06 4.23145e+06 4.19775e+06 3.89079e+06 3.88734e+06 3.74661e+06 3.65482e+06 3.02068e+06 2.79099e+06 2.65994e+06 2.44246e+06 2.32164e+06 2.19649e+06 2.13331e+06 1.81376e+06 1.64925e+06 931897 268081 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 346.24075000000011 860.12500000000011 263.08925000000005 1890.7105500000002 991.56000000000017 117.30870000000002 1136.6981000000003 59.720949999999995 137.46340000000004 92.623500000000021 992.19979999999998 2871.8940000000007 1098.6214000000002 289.85000000000008 524.39625000000012 1148.5039000000004 1493.1141200000004 61.503000000000007 131.25750000000002 2022.5000000000002 42.309000000000005 1461.4925000000003 1022.5259020000002 804.19674500000008 1.9539000000000002 887.79240000000016 378.97500000000008 580.86400000000015 165.79075000000003 1890.7105500000002 395.07800000000003 14.522500000000003 96.700500000000019 0 1016.9325000000002 571.90530000000001 767.74042000000009 31.097000000000005 580.86400000000015 1132.9885000000002 622.44110000000012 68.409000000000006 1117.6621800000003 1 379.69589000000002 43.652000000000008 428.36700000000008 109.12650000000001 144.01200000000003 289.92500000000001 887.79240000000016 249.69280000000003 198.62500000000003 213.10800000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=3 16 -3 5 9 10 12 25 -8 11 23 35 40 41 17 29 22 -15 28 30 -17 44 -2 33 -18 26 37 -28 -13 -14 53 47 -33 48 -35 36 -5 -6 -37 -32 51 54 56 49 46 -20 -12 -25 -1 -23 -45 -7 -42 -11 -9 -46 -27 right_child=1 2 -4 4 7 6 8 13 -10 19 21 18 15 14 -16 20 24 -19 45 -21 -22 43 -24 31 -26 42 27 -29 -30 -31 39 32 -34 34 -36 38 -38 -39 -40 -41 52 -43 -44 50 55 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 leaf_value=-0.10183491565631883 10.888694888667057 32.10659641447522 90.540239183830494 2.4080706860447925 3.0933165989441127 0.41955646601160623 4.3095318412780763 8.0723209688663484 23.820668537139891 2.8701033506790798 0.7794030103806957 2.3520289340326035 1.7092341109805633 18.787943133729879 26.461289154052736 11.002655266655816 18.167098745794007 10.791259934356415 6.0210799345970161 14.845964408874512 4.2458838390437039 0.96798842676728969 3.2889297972785103 0.12017640472967948 9.940709003580027 8.4791773712635035 10.979751438841674 3.8892231043126135 4.2880317732512951 3.9370765266442662 12.477872189608489 0.89274889653737621 8.4049214323542341 0.34058643138467382 8.8779602748848685 1.8686137457270808 0.79730012220236546 7.7451525462115249 4.9722117584842751 6.0423663827647331 1.2481398929202061 11.515134419032506 12.822245669157608 1.7764841388789092 0.63090771416096558 11.172870408921014 0.17761494530743113 1.7737257862091065 0.078245289572644039 2.2065831879730333 4.8583071733604779 1.6344894464615665 3.1951054220121415 6.1495347184401297 4.0598625863024163 1.2819665143671766 6.8418582420349114 leaf_weight=320233 38 21 33 230 147 1709 22 20 20 48 924 984 946 33 20 36 33 83 40 20 110 1440 36 11380 29 20 66 74 300 197 22 877 22 812 43 359 1605 27 59 23 727 21 23 55 1878 21 8076 103 8418 179 44 163 61 26 21 249 20 leaf_count=320233 38 21 33 230 147 1709 22 20 20 48 924 984 946 33 20 36 33 83 40 20 110 1440 36 11380 29 20 66 74 300 197 22 877 22 812 43 359 1605 27 59 23 727 21 23 55 1878 21 8076 103 8418 179 44 163 61 26 21 249 20 internal_value=0 26.7475 67.816 -0.0120357 2.95111 -0.0476538 1.4815 8.36706 13.6005 2.11777 -0.0648578 1.91941 1.3526 12.7951 15.036 2.52574 10.4409 13.0662 3.03069 7.25223 5.91194 0.44909 7.19151 -0.0841673 14.3193 6.04147 5.33854 7.2319 2.80437 2.09321 5.97597 0.203372 1.07658 -0.0949722 0.769951 1.256 1.01666 3.81515 2.30668 9.18861 0.784114 7.87938 9.54496 1.22256 0.329668 7.79465 0.240462 0.135008 -0.0972224 1.10493 3.14618 0.525344 1.39886 4.02234 6.01716 0.707125 7.66052 internal_weight=0 190 54 363036 4312 358724 3991 575 42 3737 354733 3598 3949 198 136 1289 136 116 1345 139 146 12845 74 341888 62 377 314 140 1284 1143 119 12382 899 329506 855 2253 1835 174 418 45 2660 62 63 1718 11127 61 9000 11483 328651 1619 99 1872 788 74 41 2127 40 internal_count=363226 190 54 363036 4312 358724 3991 575 42 3737 354733 3598 3949 198 136 1289 136 116 1345 139 146 12845 74 341888 62 377 314 140 1284 1143 119 12382 899 329506 855 2253 1835 174 418 45 2660 62 63 1718 11127 61 9000 11483 328651 1619 99 1872 788 74 41 2127 40 cat_boundaries=0 1 2 cat_threshold=2 2 is_linear=0 shrinkage=0.01 Tree=27 num_leaves=52 num_cat=6 split_feature=0 1 3 0 2 1 1 4 1 3 0 25 3 1 15 1 2 0 3 2 0 2 1 26 1 0 24 25 25 5 8 10 2 3 4 11 12 25 8 11 6 24 1 8 7 7 10 4 5 1 6 split_gain=1.33277e+09 1.24709e+09 4.29473e+08 3.75547e+08 2.00451e+08 9.24934e+07 6.8895e+07 6.15109e+07 5.20618e+07 4.18596e+07 3.45043e+07 2.98692e+07 2.75654e+07 2.39208e+07 1.68826e+07 1.67981e+07 1.51469e+07 1.37757e+07 1.32581e+07 1.25739e+07 1.14326e+07 1.12412e+07 1.07521e+07 1.04647e+07 1.02379e+07 1.00168e+07 9.1409e+06 8.14108e+06 8.05506e+06 7.58989e+06 7.24557e+06 6.86554e+06 4.61384e+07 6.5101e+06 6.31405e+06 5.12641e+06 5.01222e+06 5.01041e+06 4.92672e+06 4.413e+06 4.37626e+06 4.29356e+06 4.21795e+06 3.99038e+06 3.12887e+06 2.77919e+06 2.38757e+06 1.64657e+06 1.57264e+06 1.44731e+06 1.25798e+06 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 346.24075000000011 1107.4580000000003 263.08925000000005 733.85806350000018 1888.1190000000004 962.58510000000012 2725.8677800000005 59.720949999999995 0 481.20000000000005 1461.4925000000003 1582.5954300000001 289.85000000000008 119.95050000000002 804.19674500000008 1282.3492500000004 367.00960450000008 1117.6621800000003 27.046500000000005 1461.4925000000003 2022.5000000000002 1461.4925000000003 1117.6621800000003 1 2 3 230.95808550000001 1148.5039000000004 246.87250000000003 33.601250000000007 648.27500000000009 588.42000000000019 23.362500000000001 207.36964000000003 4 1148.5039000000004 29.336875000000003 1136.6981000000003 5 68.409000000000006 265.17450000000002 112.55400000000002 71.939535000000021 1935.1350000000002 452.88000000000005 723.78135000000009 123.974 403.63375000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=3 15 -3 5 6 10 11 12 -9 13 21 17 16 20 18 23 37 29 30 28 36 27 35 -2 -17 -20 -19 46 41 -5 -8 34 -33 -15 -23 -14 -6 -7 -35 -22 -18 -12 -30 49 -29 47 -1 -13 -45 -21 -47 right_child=1 2 -4 4 9 7 14 8 -10 -11 19 45 22 33 -16 24 40 26 25 43 39 31 -24 -25 -26 -27 -28 44 42 -31 -32 32 -34 38 -36 -37 -38 -39 -40 -41 -42 -43 -44 48 -46 50 -48 -49 -50 -51 -52 leaf_value=0.088880460740762487 10.779807993236341 31.785530072024891 89.634836171468109 1.64693984902784 3.9351925006803579 1.1624486064330311 4.2296198066933588 3.4715573291778568 25.117716808319091 19.901233512476871 1.996754386677192 0.4573736879518655 2.3161356737054706 8.3148178540105402 14.357215206839822 17.985427557049373 1.9332558266289352 6.5566593531519173 6.0450210137928231 1.1016284299551271 12.235612383110579 0.11703421507215991 9.4791609733335438 3.2560404989454481 9.8413019351301525 14.12187723023551 3.0080765924256037 -0.11271471246109557 0.17210910919711683 3.2908414040474598 8.4098726037208085 16.233942938804624 0.69699588941587376 12.850792333082721 2.2498656700849535 4.6945456939637662 7.7376035838467736 0.24595399432927068 18.646592595577239 7.7309128381989218 5.4805420726206568 0.74644413103901519 0.67272174048611266 3.0572114616565491 0.22229116859044232 1.3787993837496557 3.0109130872998917 2.425956523635171 5.941600696643194 2.4449770164999189 3.3730401996664097 leaf_weight=21256 38 21 33 1024 91 1016 352 25 20 38 341 1237 209 23 22 33 1025 118 34 255 43 16217 31 36 29 28 394 300982 8349 387 47 20 431 55 140 160 56 1469 20 44 36 1562 2108 89 2814 218 28 44 24 117 37 leaf_count=21256 38 21 33 1024 91 1016 352 25 20 38 341 1237 209 23 22 33 1025 118 34 255 43 16217 31 36 29 28 394 300982 8349 387 47 20 431 55 140 160 56 1469 20 44 36 1562 2108 89 2814 218 28 44 24 117 37 internal_value=0 26.4801 67.1379 -0.0119142 2.92167 -0.047177 2.26112 1.46668 13.0921 9.95922 -0.064209 1.76711 1.33411 8.82128 5.79895 10.3365 1.05339 2.59417 5.39053 0.444607 7.08419 -0.0833256 3.82263 7.1196 14.1761 9.69263 4.01273 -0.096364 0.38263 2.09782 4.72203 0.168849 1.386 12.969 0.135289 3.34742 5.38373 0.626333 14.3963 9.95737 2.05362 0.979755 0.272765 2.02406 -0.109608 0.710151 0.092681 0.524991 3.66983 1.52413 1.66816 internal_weight=0 190 54 363036 4312 358724 3942 3991 45 370 354733 3459 3946 332 483 136 3546 1923 461 12845 234 341888 400 74 62 62 512 325080 12360 1411 399 16808 451 98 16357 369 147 2485 75 87 1061 1903 10457 485 303796 1536 21284 1281 113 372 255 internal_count=363226 190 54 363036 4312 358724 3942 3991 45 370 354733 3459 3946 332 483 136 3546 1923 461 12845 234 341888 400 74 62 62 512 325080 12360 1411 399 16808 451 98 16357 369 147 2485 75 87 1061 1903 10457 485 303796 1536 21284 1281 113 372 255 cat_boundaries=0 6 7 14 19 24 25 cat_threshold=146048512 142607872 67113232 1077936128 4210688 16384 6 1074790400 360452 65 1181810992 9473536 2424465408 2 1081344 134479940 67109184 33280 8388608 135299712 1074004992 167776592 1077936128 4210688 18 is_linear=0 shrinkage=0.01 Tree=28 num_leaves=52 num_cat=5 split_feature=0 1 3 0 2 1 1 3 3 9 0 25 2 1 15 1 0 3 2 0 2 26 1 9 9 0 4 0 25 25 5 3 8 8 3 4 4 9 9 25 11 1 8 25 10 5 4 4 5 1 8 split_gain=1.30625e+09 1.22227e+09 4.20926e+08 3.68129e+08 1.96449e+08 9.06569e+07 6.75146e+07 6.05636e+07 4.10266e+07 3.90843e+07 3.38204e+07 2.92904e+07 2.79622e+07 2.34448e+07 1.65467e+07 1.64638e+07 1.35282e+07 1.29943e+07 1.23233e+07 1.12051e+07 1.10175e+07 1.02564e+07 1.00341e+07 9.87976e+06 3.9997e+07 9.81749e+06 9.19814e+06 8.0452e+06 7.96305e+06 7.89801e+06 7.43885e+06 7.17924e+06 7.10139e+06 6.70694e+06 6.38055e+06 6.25437e+06 6.17196e+06 5.87019e+06 5.66053e+06 5.06475e+06 4.32518e+06 4.13401e+06 3.91097e+06 3.05959e+06 2.36284e+06 2.32955e+06 1.85038e+06 1.80041e+06 1.54135e+06 1.41851e+06 1.29961e+06 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 346.24075000000011 1107.4580000000003 263.08925000000005 733.85806350000018 1890.7105500000002 2725.8677800000005 117.30870000000002 59.720949999999995 0 109.21295000000001 1461.4925000000003 1582.5954300000001 289.85000000000008 804.19674500000008 1282.3492500000004 367.00960450000008 1117.6621800000003 27.046500000000005 2022.5000000000002 1461.4925000000003 395.07800000000003 419.23800000000006 1117.6621800000003 1888.1190000000004 134.27105550000002 1 2 230.95808550000001 608.61636750000014 1148.5039000000004 1017.6571000000002 648.27500000000009 588.42000000000019 8.3652500000000014 548.96735000000001 658.43074000000013 3 29.336875000000003 68.409000000000006 265.17450000000002 4 1935.1350000000002 22.009500000000006 259.56000000000006 131.25750000000002 723.78135000000009 123.974 553.29950000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 left_child=3 15 -3 5 6 10 11 12 13 -9 20 16 31 19 17 21 30 32 29 37 28 -2 -17 35 -25 -19 27 -14 44 47 -5 39 -8 -18 -15 -22 -33 -6 -36 -7 -21 -31 49 -30 -1 46 -13 -12 -44 -20 -47 right_child=1 2 -4 4 8 7 14 9 -10 -11 18 45 26 34 -16 22 33 25 42 40 23 -23 -24 24 -26 -27 -28 -29 43 41 -32 36 -34 -35 38 -37 -38 -39 -40 -41 -42 -43 48 -45 -46 50 -48 -49 -50 -51 -52 leaf_value=0.090980437054768604 10.672009647770931 31.467675323486329 88.738487616307808 1.6304704564218446 4.0660374431155972 1.1364238597074252 4.187323587575758 4.1992732967029918 19.702221045243114 23.514473295688632 0.81878311312210472 0.39889267627598968 1.7672611649003491 8.2316697676285457 14.213642803538932 17.805573444944439 3.650402846575286 5.9845707920456634 1.0906121505475512 12.113256336478301 0.11823179479547422 3.2234801271226674 9.7428889070708191 15.00925539710305 0.90356390066924519 13.980658489636012 8.7513617069824896 3.3601006899075583 -0.030959331142066171 0.17038801744738391 3.2579329757145978 7.4652553285871237 8.3257738705898845 8.0167291199533572 11.541516739318245 2.1429340665371388 1.5798032396666859 8.4895310599463318 17.036500953468117 0.22436651699627055 7.6536037965254353 0.6659945224961743 3.0266393824306768 -0.12127360607339702 2.9979023947034564 1.250689247908908 1.9044646997343408 1.5800575525684242 5.8821847405036296 2.4205272873344583 3.3461667924938783 leaf_weight=20566 38 21 33 1024 105 1071 352 22 38 20 1512 1128 833 23 22 33 474 34 255 43 16399 36 29 22 233 28 23 512 43845 8349 387 28 47 38 38 154 49 42 37 1433 44 2108 89 260641 28 287 88 391 24 117 33 leaf_count=20566 38 21 33 1024 105 1071 352 22 38 20 1512 1128 833 23 22 33 474 34 255 43 16399 36 29 22 233 28 23 512 43845 8349 387 28 47 38 38 154 49 42 37 1433 44 2108 89 260641 28 287 88 391 24 117 33 internal_value=0 26.2153 66.4665 -0.0117913 2.89267 -0.0467041 2.23875 1.45205 9.85963 13.397 -0.0635661 1.74971 1.32501 8.73307 5.74096 10.2332 2.56873 5.33662 0.440182 7.01335 -0.0824923 7.0484 14.0343 0.16716 2.12053 9.59571 2.48083 2.37361 -0.0954004 0.378826 2.07684 0.712388 4.67481 3.97447 12.8394 0.137069 3.71997 5.32989 14.2524 0.619902 9.8578 0.270038 2.00382 -0.10827 0.0948867 0.70305 0.507849 0.970101 3.63313 1.50889 1.46679 internal_weight=0 190 54 363036 4312 358724 3942 3991 370 42 354733 3459 3949 332 483 136 1923 461 12845 234 341888 74 62 16808 255 62 1368 1345 325080 12360 1411 2581 399 512 98 16553 77 147 75 2504 87 10457 485 304486 20594 1536 1216 1903 113 372 320 internal_count=363226 190 54 363036 4312 358724 3942 3991 370 42 354733 3459 3949 332 483 136 1923 461 12845 234 341888 74 62 16808 255 62 1368 1345 325080 12360 1411 2581 399 512 98 16553 77 147 75 2504 87 10457 485 304486 20594 1536 1216 1903 113 372 320 cat_boundaries=0 6 13 18 23 29 cat_threshold=146048512 142607872 67113232 1077936128 4210688 16384 1074790400 360452 268435521 1180762416 9473536 2424465408 2 1081344 134479940 67109184 33280 8388608 1081984 1074005056 33558864 1077936129 4210944 2684387460 64 2156993684 2148951552 570437632 65744 is_linear=0 shrinkage=0.01 Tree=29 num_leaves=55 num_cat=7 split_feature=3 2 1 7 2 2 1 2 1 25 1 4 2 7 6 1 3 4 9 1 7 9 3 25 5 2 5 2 3 6 10 10 7 25 24 3 5 4 25 7 13 2 3 9 4 3 6 1 3 19 25 3 25 9 split_gain=1.19565e+09 1.31831e+09 3.55191e+08 2.84708e+08 1.54143e+08 5.29547e+07 4.47016e+07 4.11659e+07 4.09639e+07 2.84245e+07 2.45716e+07 2.42961e+07 2.27125e+07 2.11746e+07 1.99082e+07 1.82978e+07 1.52379e+07 1.50423e+07 1.43451e+07 3.81383e+07 1.29087e+07 1.26886e+07 1.26689e+07 1.18612e+07 1.04146e+07 9.83836e+06 9.59e+06 6.3229e+06 6.04909e+06 5.91373e+06 5.33662e+06 4.78174e+06 4.59318e+06 3.93677e+06 3.84992e+06 3.79092e+06 3.66262e+06 3.64219e+06 3.44966e+06 3.37806e+06 3.2055e+06 3.12036e+06 2.4928e+06 2.35715e+06 2.21395e+06 2.21292e+06 2.13849e+06 1.80467e+06 1.72512e+06 1.54135e+06 1.39712e+06 1.20442e+06 1.09494e+06 485168 threshold=2725.8677800000005 2682.0900000000006 270.00500000000005 2822.9627650000007 581.81775000000005 117.64300000000001 2781.5828000000006 1468.575 1256.4300000000001 0 786.89439000000004 508.93250000000006 2682.0900000000006 302.8318000000001 652.29725000000008 26.307400000000005 1282.3492500000004 1522.8167500000002 395.07800000000003 35.120000000000005 712.24900000000014 658.43074000000013 112.56150000000001 1 14.489570000000002 26.254000000000001 553.36150000000009 673.68310000000008 125.49685000000001 1529.30718 941.87500000000011 1935.1350000000002 998.30500000000018 2 3 991.56000000000017 224.55750000000003 75.870500000000007 4 76.508500000000012 855.90750000000014 66.602850000000004 306.80800000000005 1022.5259020000002 172.56650000000002 99.266946000000019 463.20250000000004 176.74091250000004 1493.1141200000004 186.33000000000004 5 188.66375000000002 6 487.08190000000008 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 left_child=2 7 5 -3 6 15 9 20 16 10 25 22 14 -14 35 23 26 -12 28 -20 47 -16 33 31 -8 -4 49 36 38 48 40 34 -28 43 -1 -10 -24 -29 -17 50 42 52 -13 -7 -30 -41 -21 -2 -18 -6 -25 -43 -11 -35 right_child=1 3 4 -5 8 11 24 -9 12 41 17 30 13 -15 21 18 29 -19 19 46 -22 -23 27 39 -26 -27 32 37 44 -31 -32 -33 -34 53 -36 -37 -38 -39 -40 45 -42 51 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 leaf_value=0.27746086283409777 1.0433821287387754 44.134451651939983 0.99555971491184325 90.497234598795572 3.2978433232901865 0.58818630629851754 11.933857834011901 18.750567413057599 4.3499048556207303 0.67345026151762266 3.699129560574312 1.7752148988831544 22.84629189816388 10.180829962528113 7.3109653668744228 0.30207465792131039 9.7942472229003918 11.082779309174109 15.260280443104831 0.89393560572635911 10.006343950213807 14.610361173586412 0.834679514841837 -0.034606435748426659 4.2531345140492478 2.3583793037870233 5.3073750222601541 1.6147685114848309 0.6233574563744293 13.72294054412842 6.8137249732017517 3.717955462667677 9.0113551280809485 0.085852443739351969 0.025614883909094159 8.3514618265628808 1.9225206406591993 4.1319405973959809 0.014545556667166152 0.098260950794276089 6.2344701049638829 0.97738801891550486 3.2878767364372545 3.7339579415321351 1.5722688455323255 0.85954256317180366 3.5282402482785677 4.6482851509820851 6.1658372860205803 5.6921526172243322 -0.11793607959038982 2.1658668519868964 0.0674565430333217 1.4850784324645998 leaf_weight=7424 41 26 938 27 369 3168 51 28 91 516 568 261 22 33 42 8146 20 29 22 163 33 55 1334 21810 27 1217 123 117 1108 20 32 36 46 2827 33118 32 403 113 8558 3683 23 273 187 24 316 426 38 21 38 29 264315 124 710 25 leaf_count=7424 41 26 938 27 369 3168 51 28 91 516 568 261 22 33 42 8146 20 29 22 163 33 55 1334 21810 27 1217 123 117 1108 20 32 36 46 2827 33118 32 403 113 8558 3683 23 273 187 24 316 426 38 21 38 29 264315 124 710 25 internal_value=0 26.0599 -0.0107235 67.7532 2.5413 -0.0490598 1.77142 8.09445 6.26767 1.63764 2.25434 0.730149 9.49929 15.247 8.06236 -0.0680601 4.88985 4.0578 0.239299 2.76014 4.95371 11.4498 0.596292 -0.0851101 9.27515 1.76519 4.31976 1.29338 0.208289 9.03392 2.86202 0.0750237 6.31556 0.369428 0.0718074 5.39096 1.08707 2.85147 0.154954 -0.107498 2.59354 0.574524 2.40662 0.609928 0.83393 0.177187 1.39196 2.2644 7.41701 3.4723 -0.11159 1.3486 0.328551 0.0977749 internal_weight=0 176 363050 53 5373 357677 4453 123 920 4375 2752 8514 275 55 220 349163 645 597 18351 223 95 97 8011 330812 78 2155 567 1967 18128 78 503 40578 169 6044 40542 123 1737 230 16704 290234 471 1623 448 3192 1424 4109 201 62 58 398 286125 397 1226 2852 internal_count=363226 176 363050 53 5373 357677 4453 123 920 4375 2752 8514 275 55 220 349163 645 597 18351 223 95 97 8011 330812 78 2155 567 1967 18128 78 503 40578 169 6044 40542 123 1737 230 16704 290234 471 1623 448 3192 1424 4109 201 62 58 398 286125 397 1226 2852 cat_boundaries=0 7 14 19 20 25 31 36 cat_threshold=212911616 1216349184 67113296 1073807360 4210688 16384 132 1074823168 360452 4161 1181810736 8424448 2424465472 2 2352252416 134578244 134746384 1142161409 4210944 3 11634308 135300164 1053528 1141932032 4198784 2684354564 64 2425424916 2147902720 571482753 66706 327680 294980 1049088 73662465 69888 is_linear=0 shrinkage=0.01 Tree=30 num_leaves=60 num_cat=6 split_feature=0 1 3 0 1 1 4 3 3 25 0 9 0 1 4 1 1 0 5 13 5 5 0 8 3 9 3 10 0 4 6 8 6 5 1 7 19 3 25 8 0 10 25 3 7 3 4 4 26 8 5 25 4 25 25 26 13 4 1 split_gain=1.22955e+09 1.32924e+09 6.35493e+08 3.85704e+08 1.57812e+08 1.14444e+08 1.27453e+08 6.36475e+07 4.94806e+07 3.22801e+07 2.86735e+07 2.01885e+07 1.94522e+07 1.62601e+07 1.67586e+07 1.49446e+07 1.44026e+07 1.42534e+07 1.31846e+07 1.24238e+07 1.12381e+07 1.01878e+07 1.03554e+07 9.36086e+06 8.92961e+06 1.0904e+07 5.46619e+07 8.29105e+06 7.96424e+06 9.22094e+06 7.68396e+06 7.6315e+06 7.61737e+06 7.44698e+06 7.34376e+06 7.14926e+06 7.01985e+06 6.81151e+06 6.34484e+06 6.23062e+06 5.99752e+06 5.72427e+06 5.68725e+06 4.56055e+06 4.39735e+06 3.64456e+06 3.24692e+06 3.08692e+06 3.08043e+06 8.4276e+06 2.412e+06 2.39981e+06 2.25431e+06 1.76383e+06 1.25475e+06 1.10915e+06 891172 743321 734472 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 531.22050000000013 860.12500000000011 130.40580000000003 2693.9010000000007 991.56000000000017 481.20000000000005 0 86.808500000000024 827.32299999999998 102.81100000000002 1461.4925000000003 680.56950000000018 289.85000000000008 1892.2623000000001 1117.6621800000003 406.08214000000004 515.09000000000003 622.44110000000012 1.9539000000000002 804.19674500000008 168.16500000000005 14.522500000000003 395.07800000000003 26.141250000000007 172.93750000000003 1275.1415000000002 862.3225000000001 420.87650000000008 265.17450000000002 1324.2200000000003 6.9530000000000003 1098.6214000000002 762.97500000000002 254.24000000000004 2725.8677800000005 1 1017.6571000000002 1519.5755740000002 1330.1795 2 153.04650000000001 826.12250000000006 179.11500000000004 309.63250000000005 480.67500000000001 2022.5000000000002 28.695750000000004 622.44110000000012 3 124.88310000000003 4 5 2022.5000000000002 247.82700000000003 480.67500000000001 51.897000000000013 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 9 9 2 2 2 2 left_child=3 15 -3 5 9 10 8 21 12 11 24 28 31 36 -15 48 18 -18 -9 39 -21 22 -6 42 38 37 -27 -19 29 -5 -14 -7 45 54 -17 -36 -10 -26 55 -13 44 -20 52 -24 -35 -23 -30 50 -2 -50 -25 -40 -12 -44 58 -1 -49 -56 -11 right_child=1 2 -4 4 7 6 -8 16 13 33 23 19 30 14 -16 34 17 27 41 20 -22 32 43 47 25 26 -28 -29 46 -31 -32 -33 -34 40 35 -37 -38 -39 51 -41 -42 -43 53 -45 -46 -47 -48 56 49 -51 -52 -53 -54 -55 57 -57 -58 -59 -60 leaf_value=0.15613289047980181 8.3657644106890707 29.635898005167643 99.2005591175474 2.631092593901339 3.5866330453327726 0.39082382798248483 26.280348438262941 17.859703280131022 2.7557637227764702 0.97922567625968682 0.7836422331221824 3.8702290275784641 1.3463915969726687 13.898872154498923 2.8424495267868042 17.009259793853762 23.644332501490911 10.345201087364783 7.4918629425647216 17.450431159973146 7.2009720379373299 1.4940535403520634 12.325867852624858 1.1560983954549169 0.076737765368956115 18.021112688541411 0.824835901509543 18.410737268066409 6.173098040203894 6.4237765145983019 3.1066080111000982 1.8478479655211171 10.559281710670106 1.799113614485814 6.6625858642578129 14.577203725179036 6.6054425725749901 4.6232974654977976 -0.033426121573324988 10.252911547660828 7.6475500421938696 13.695290149507068 0.39362107776135596 7.0716216595967616 6.5153606172041467 4.9989331735430227 3.4667773949117335 2.7533857332297731 -0.22765022277832031 8.9525472431182855 3.6042369447752485 -0.11955868412517708 1.8428777391811213 0.064377761125298985 0.32209988581025589 0.0028727508899128971 5.1469109802246091 2.2066675454919991 2.1542189641646399 leaf_weight=9506 37 24 29 761 28 5630 20 24 665 155 1234 65 2057 29 26 25 24 26 51 20 23 39 53 628 22499 20 244 25 124 70 282 384 21 195 25 21 51 33 36908 20 23 21 4185 24 22 124 69 70 20 20 43 263390 240 2683 430 9383 20 22 81 leaf_count=9506 37 24 29 761 28 5630 20 24 665 155 1234 65 2057 29 26 25 24 26 51 20 23 39 53 628 22499 20 244 25 124 70 282 384 21 195 25 21 51 33 36908 20 23 21 4185 24 22 124 69 70 20 20 43 263390 240 2683 430 9383 20 22 81 internal_value=0 24.7265 67.6996 -0.0132485 3.8699 -0.0406288 1.06382 9.17027 1.00854 2.69771 -0.069394 3.81054 0.784808 3.43247 8.6722 9.33749 14.006 17.2894 11.4408 7.58792 11.9682 6.30898 8.79443 0.484522 -0.0841383 0.10707 2.12758 14.2989 3.37558 2.95057 1.55861 0.483856 4.89066 1.2616 12.6467 10.2758 3.02997 0.0833966 -0.0977942 5.37204 2.79191 9.3012 0.387667 10.6882 2.27726 4.16034 5.20555 1.54624 6.28612 4.36245 1.31298 -0.108974 0.949667 0.265282 0.746107 0.0799595 3.28528 0.404869 1.32631 internal_weight=0 201 53 362770 2540 360230 9144 460 9124 2080 351086 1152 8353 771 55 148 171 75 96 128 43 289 105 9103 341983 22796 264 51 1024 831 2339 6014 184 928 71 46 716 22532 319187 85 240 72 8342 77 217 163 193 761 77 40 671 300298 1474 6868 688 18889 90 452 236 internal_count=362971 201 53 362770 2540 360230 9144 460 9124 2080 351086 1152 8353 771 55 148 171 75 96 128 43 289 105 9103 341983 22796 264 51 1024 831 2339 6014 184 928 71 46 716 22532 319187 85 240 72 8342 77 217 163 193 761 77 40 671 300298 1474 6868 688 18889 90 452 236 cat_boundaries=0 7 14 18 24 31 36 cat_threshold=135579136 134217728 67113232 0 4210688 0 132 3222274048 98308 65601 1181745440 578816512 348153936 2 1084416 134479872 336 4194304 536903812 262224 276830356 484352 1090704 2147681412 145031680 8423008 236458496 1108607009 4199681 16384 64 0 1074070596 1048576 1073741824 4096 is_linear=0 shrinkage=0.01 Tree=31 num_leaves=60 num_cat=8 split_feature=0 1 2 0 2 1 4 3 3 25 0 8 1 2 2 3 12 1 4 1 0 5 2 8 9 2 0 6 9 2 4 6 24 10 2 1 25 25 2 6 4 25 17 14 2 24 2 26 14 0 4 25 8 5 5 9 2 1 24 split_gain=1.20508e+09 1.30279e+09 6.42687e+08 3.78028e+08 1.68878e+08 1.12166e+08 1.24917e+08 4.8496e+07 4.64345e+07 3.65091e+07 2.81034e+07 2.60723e+07 2.59888e+07 2.13098e+07 2.06249e+07 1.7503e+07 1.6231e+07 1.59365e+07 1.64251e+07 1.46472e+07 1.25653e+07 1.42132e+07 9.61798e+06 9.1745e+06 9.06445e+06 3.88191e+07 8.93769e+06 8.33796e+06 8.33118e+06 7.2676e+06 7.24302e+06 9.42572e+06 7.03654e+06 6.94992e+06 6.6479e+06 6.39537e+06 6.33776e+06 6.25511e+06 6.21e+06 6.20813e+06 5.69244e+06 5.57397e+06 4.84386e+06 3.95898e+06 3.92448e+06 3.83863e+06 3.27462e+06 1.19527e+07 2.56551e+06 2.10818e+06 1.9831e+06 1.73394e+06 1.5254e+06 1.56243e+06 1.38028e+06 886426 1.09147e+06 993036 653539 threshold=2778.6210000000005 2781.5828000000006 2682.0900000000006 531.22050000000013 873.09500000000014 130.40580000000003 2693.9010000000007 481.20000000000005 991.56000000000017 0 86.808500000000024 31.451000000000004 962.58510000000012 90.26100000000001 2682.0900000000006 1282.3492500000004 1132.9885000000002 1461.4925000000003 680.56950000000018 289.85000000000008 1117.6621800000003 923.46450000000016 27.046500000000005 168.16500000000005 395.07800000000003 45.70150000000001 1275.1415000000002 1136.6981000000003 754.45500000000004 96.341750000000005 417.88250000000005 747.89455000000009 1 1159.6875000000002 7.7315000000000014 1461.4925000000003 2 3 385.09140000000008 898.38705000000004 119.57250000000001 4 138.63705000000002 943.12925000000007 72.651050000000012 5 7.2920000000000007 2022.5000000000002 429.20700000000005 171.22315000000003 480.67500000000001 6 107.16950000000001 57.830000000000005 1561.8224400000001 119.5475 440.27500000000003 442.05400000000003 7 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 9 2 2 2 9 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 1 left_child=3 19 -3 5 9 10 7 13 14 12 22 20 26 36 28 34 33 29 -19 46 -10 -22 37 41 40 -26 39 -15 35 -9 -21 -32 -28 -13 -14 -6 -7 54 50 -5 -24 45 -30 -18 52 -12 47 -2 -39 -40 -25 -43 58 -54 -1 57 -57 -46 -11 right_child=1 2 -4 4 8 6 -8 17 11 44 23 16 15 27 -16 -17 43 18 -20 30 21 -23 24 38 25 -27 32 -29 42 -31 31 -33 -34 -35 -36 -37 -38 48 49 -41 -42 51 -44 -45 55 -47 -48 -49 -50 -51 -52 -53 53 -55 -56 56 -58 -59 -60 leaf_value=0.081718208001645407 13.013645298170006 22.292075698852543 94.131984478343625 2.5076566535964511 3.9160495549440384 1.1604077689909746 26.017545627593996 1.4410412811329016 24.793730853687634 -0.014086836263928074 1.9532808150234555 5.7379671689033511 9.485800950849379 1.4394258712763994 16.52949259352684 14.052163971931705 12.46971975708008 13.759883872722758 2.8140249798848078 17.620617909908294 21.281912100655692 9.6473010544549851 0.068522105970077449 0.97041259776290556 15.446798559188842 0.84155574003068523 6.8370797021078022 5.1511086594673898 11.347669319977632 3.6509032341395273 5.9602885723114012 14.573294989091378 2.3821144090680515 12.712880365371705 4.6074013815218944 9.5120776144663495 0.28325257851846075 -0.10698960203711408 1.2562894997773346 5.4847373697632236 0.75163011350442821 0.3914434370881778 5.3345543093908399 18.686404934837707 1.2533548403340717 0.67022318139345105 3.7111795370040404 2.8187175568290379 0.68265166023836554 4.4593301764199902 2.8246431501209734 0.065847768308127969 0.82197635762831744 4.3444095296859739 1.7133199398334211 2.2753789097223525 5.1487029571533212 3.7271931238174436 0.6825651921301471 leaf_weight=17836 23 20 33 894 137 993 20 211 22 257 297 50 37 2540 20 31 20 29 26 20 21 21 15244 584 20 202 105 62 37 505 24 27 109 20 114 24 4758 306891 27 76 1326 4145 21 21 86 1177 31 23 412 86 64 2723 34 20 52 39 20 20 284 leaf_count=17836 23 20 33 894 137 993 20 211 22 257 297 50 37 2540 20 31 20 29 26 20 21 21 15244 584 20 202 105 62 37 505 24 27 109 20 114 24 4758 306891 27 76 1326 4145 21 21 86 1177 31 23 412 86 64 2723 34 20 52 39 20 20 284 internal_value=0 24.4792 67.0226 -0.0131159 3.8312 -0.0402224 1.05318 0.998456 9.67442 2.69334 -0.0686999 13.5882 3.66298 0.77696 6.80865 7.20789 10.6573 3.39814 8.58548 9.24412 18.6715 15.4646 -0.0832969 0.479682 0.15008 2.15734 3.149 1.52787 5.9209 2.99967 12.5203 10.5201 4.99877 7.7308 5.80277 4.75024 0.437217 -0.0953479 1.53078 2.74091 0.123187 0.383795 9.17051 15.6539 0.890642 0.94017 6.22326 7.91618 -0.105927 3.694 1.15355 0.262636 0.523947 2.12658 0.0864129 2.26695 3.24939 1.72012 0.36398 internal_weight=0 201 53 362770 2540 360230 9144 9124 414 2126 351086 175 1366 8353 239 182 111 771 55 148 64 42 341983 9103 16792 222 1184 2602 219 716 71 51 214 70 151 161 5751 325191 761 970 16570 8342 58 41 760 1474 77 46 307303 113 648 6868 595 54 17888 165 59 106 541 internal_count=362971 201 53 362770 2540 360230 9144 9124 414 2126 351086 175 1366 8353 239 182 111 771 55 148 64 42 341983 9103 16792 222 1184 2602 219 716 71 51 214 70 151 161 5751 325191 761 970 16570 8342 58 41 760 1474 77 46 307303 113 648 6868 595 54 17888 165 59 106 541 cat_boundaries=0 7 8 11 18 22 23 30 31 cat_threshold=204785152 134217728 67113232 1073807360 4210688 0 132 2094 1081344 262144 1048896 3759144960 98308 65601 1178665248 8392192 348284992 2 1084416 134479872 336 4194304 2050 212140544 8423008 202904064 1108607009 4199681 16384 64 3715 is_linear=0 shrinkage=0.01 Tree=32 num_leaves=59 num_cat=7 split_feature=0 2 0 7 2 2 4 0 3 0 25 2 26 8 6 8 12 3 0 5 6 25 2 11 7 24 4 3 4 25 2 10 3 3 3 8 5 6 2 6 24 3 26 6 0 10 3 25 8 8 4 2 5 19 7 7 2 25 split_gain=1.1811e+09 1.16192e+09 3.7064e+08 2.82291e+08 1.57317e+08 1.14964e+08 9.59414e+07 4.68237e+07 4.40552e+07 3.74018e+07 3.41873e+07 2.48027e+07 5.47464e+07 2.28222e+07 2.12294e+07 1.85466e+07 1.67637e+07 1.58773e+07 1.43082e+07 1.39304e+07 1.38011e+07 1.3506e+07 1.20604e+07 1.15867e+07 1.14973e+07 1.14366e+07 1.62749e+07 1.2283e+07 8.78156e+06 7.96752e+06 7.44748e+06 6.11951e+06 5.74806e+06 5.71831e+06 5.21172e+06 4.81718e+06 4.7687e+06 4.65013e+06 4.26925e+06 4.11233e+06 3.60455e+06 3.38344e+06 5.28025e+06 3.13986e+06 3.13516e+06 2.85818e+06 2.78558e+06 2.50488e+06 2.32237e+06 2.0318e+06 2.02939e+06 2.02832e+06 2.00142e+06 1.7585e+06 1.42527e+06 756088 787375 480854 threshold=2778.6210000000005 2682.0900000000006 591.40200000000016 149.17670000000001 873.09500000000014 189.07500000000002 2693.9010000000007 127.53000000000002 991.56000000000017 48.938116000000008 0 27.046500000000005 2022.5000000000002 31.451000000000004 1937.6795000000002 1148.5039000000004 1132.9885000000002 481.20000000000005 1117.6621800000003 923.46450000000016 15.898500000000002 1 1468.575 871.08830000000023 762.97500000000002 2 1.2766000000000002 297.12438000000003 82.753500000000017 3 1107.4580000000003 1159.6875000000002 43.620500000000007 297.12438000000003 284.84010000000006 172.584 470.72165250000006 420.87650000000008 72.651050000000012 221.35500000000002 4 698.94000000000005 2022.5000000000002 258.07900000000006 992.19979999999998 246.87250000000003 32.326850000000007 5 52.020500000000006 107.16950000000001 480.67500000000001 549.23035000000016 23.819950000000002 249.03525000000005 548.03450000000009 485.08750000000003 581.81775000000005 6 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 left_child=2 11 5 -3 10 9 7 28 20 29 15 12 -2 18 17 25 31 -9 -10 -20 22 33 44 37 51 26 -4 -27 46 41 -26 -15 48 40 54 47 -36 -17 49 -34 -11 45 -43 -30 -6 -1 -7 -23 -31 57 -35 -13 -51 -37 -22 56 -40 -12 right_child=1 3 4 -5 8 6 -8 14 13 21 38 24 -14 16 -16 23 -18 -19 19 -21 34 35 -24 -25 30 27 -28 -29 43 32 -32 -33 39 50 36 53 -38 -39 55 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 52 -52 -53 -54 -55 -56 -57 -58 -59 leaf_value=0.061248154106703624 23.87738844844273 39.662076735723588 7.2116456736996772 88.54729760487875 5.0435581280634958 0.21901464249862823 21.680993513024372 1.9183160940844743 25.586560163497925 1.4647654808024262 -0.31066376515797206 2.0142932284396626 4.7206324900113614 5.9813755562964914 11.680072510910033 2.7758089223861697 16.19931120652419 4.1300155900160851 21.069093046642482 9.5508281271798268 3.8792174112796785 0.33360556426249749 15.752661664750841 14.290801205635072 7.0031766619001123 1.7984610412215931 2.7281775013378691 4.5106350120798497 1.081161845048155 -0.1092162128933666 15.328823866410689 12.585751494407655 0.098262852251825253 1.7807574272717255 2.5813759240237149 1.0042370194847385 7.9892655981911549 8.3586797902390764 1.7646233731508256 1.1286507236323144 0.63786316028072032 3.3522919545938943 0.03086876936447926 2.2454731193270003 10.30987995147705 0.79613408714037071 0.90371498214442059 0.039275191915580293 0.093842195634564848 0.58735885461171466 3.6456202960658719 6.0910625864909242 4.870618086814881 3.7110949333190919 0.47623046648502354 4.1749527341669257 3.8620410971208057 0.45613486606004999 leaf_weight=24339 35 21 192 27 26 2454 23 1477 20 694 102 23 26 47 25 25 39 416 21 21 32 6987 27 24 21 470 140 259 875 297598 22 20 9390 276 22 600 63 37 96 404 2444 81 117 315 20 541 784 4948 5741 24 74 26 20 25 20 22 22 331 leaf_count=24339 35 21 192 27 26 2454 23 1477 20 694 102 23 26 47 25 25 39 416 21 21 32 6987 27 24 21 470 140 259 875 297598 22 20 9390 276 22 600 63 37 96 404 2444 81 117 315 20 541 784 4948 5741 24 74 26 20 25 20 22 22 331 internal_value=0 24.2344 -0.0129808 67.16 4.13446 -0.0376151 1.29399 1.2201 9.98886 -0.0615552 2.87995 10.7676 15.7122 13.8057 2.52526 3.89089 10.9869 2.40435 18.625 15.31 6.93536 0.410148 10.4473 8.39123 7.4891 3.56278 5.16544 2.72467 0.654769 -0.0839374 11.2628 7.95283 -0.0976714 0.959913 5.06404 0.256506 6.58958 6.10752 0.922607 0.140766 0.827441 0.0875548 1.38963 1.38936 7.33326 0.0772278 0.384798 0.211895 -0.105373 0.486911 2.17504 4.17748 2.53429 1.11251 2.57038 2.47298 2.15567 0.278863 internal_weight=0 201 362770 48 2142 360628 6369 6346 378 354259 1764 153 61 168 1918 1147 106 1893 62 42 210 16048 73 86 92 1061 332 729 4428 338211 43 67 313133 3488 137 12560 85 62 617 9794 3138 25078 198 1190 46 24880 3238 11935 303339 477 350 49 44 625 52 140 118 433 internal_count=362971 201 362770 48 2142 360628 6369 6346 378 354259 1764 153 61 168 1918 1147 106 1893 62 42 210 16048 73 86 92 1061 332 729 4428 338211 43 67 313133 3488 137 12560 85 62 617 9794 3138 25078 198 1190 46 24880 3238 11935 303339 477 350 49 44 625 52 140 118 433 cat_boundaries=0 7 12 13 20 21 27 32 cat_threshold=137676288 134217732 4368 1073807360 4210688 0 132 1083392 134479872 67113296 1077936128 128 38 3230662656 98308 65601 1181827104 8392192 348153920 2 6 145032708 34400 135266816 101745153 4199681 2 2147483648 262144 1 101711872 2048 is_linear=0 shrinkage=0.01 Tree=33 num_leaves=54 num_cat=6 split_feature=0 1 2 0 2 1 4 3 3 1 0 2 2 14 25 1 4 6 5 1 16 2 9 2 9 6 4 24 0 2 4 6 2 25 1 7 25 3 9 4 0 25 0 2 26 2 14 2 5 5 7 3 25 split_gain=1.1576e+09 1.26254e+09 6.19904e+08 3.63336e+08 1.6224e+08 1.08594e+08 1.21066e+08 4.6792e+07 4.45482e+07 3.51769e+07 2.69185e+07 2.05487e+07 2.00976e+07 1.76089e+07 1.70632e+07 1.55736e+07 1.61058e+07 1.54432e+07 1.54594e+07 1.40051e+07 1.21432e+07 9.27978e+06 8.81952e+06 3.8083e+07 8.16919e+06 8.08913e+06 7.95253e+06 7.49941e+06 1.28166e+07 8.36462e+06 7.33278e+06 8.76463e+06 7.0027e+06 6.17797e+06 6.15814e+06 6.0711e+06 6.02088e+06 5.83409e+06 5.63861e+06 5.47847e+06 4.48208e+06 4.439e+06 3.62354e+06 3.12502e+06 1.12744e+07 2.68605e+06 2.50719e+06 2.18448e+06 2.095e+06 1.35092e+06 864676 821894 666977 threshold=2778.6210000000005 2781.5828000000006 2682.0900000000006 531.22050000000013 873.09500000000014 130.40580000000003 2693.9010000000007 481.20000000000005 991.56000000000017 678.28840000000002 86.808500000000024 90.26100000000001 2682.0900000000006 1182.8200000000004 0 1461.4925000000003 680.56950000000018 249.52500000000001 2871.8940000000007 289.85000000000008 1188.6000000000001 27.046500000000005 395.07800000000003 45.70150000000001 754.45500000000004 1136.6981000000003 167.86646250000004 1 1275.1415000000002 52.805000000000007 417.88250000000005 747.89455000000009 104.01000000000001 2 1461.4925000000003 485.08750000000003 3 1282.3492500000004 11.865000000000002 119.57250000000001 1117.6621800000003 4 249.87000000000003 7.2920000000000007 2022.5000000000002 230.86370000000002 429.20700000000005 189.07500000000002 107.08500000000002 1561.8224400000001 179.22500000000002 171.89580000000004 5 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 left_child=3 19 -3 5 9 10 7 11 12 14 21 33 24 37 27 32 -17 -10 20 43 -19 36 39 -24 34 -13 41 28 -5 -29 -21 -32 -9 -7 -6 47 49 38 -11 -23 -26 42 -12 44 -2 50 -38 -16 -37 -1 -28 -47 -43 right_child=1 2 -4 4 8 6 -8 15 17 13 26 25 -14 -15 35 16 -18 18 -20 30 -22 22 23 -25 40 -27 45 29 -30 -31 31 -33 -34 -35 -36 48 46 -39 -40 -41 -42 52 -44 -45 -46 51 -48 -49 -50 -51 -52 -53 -54 leaf_value=0.079961606369726129 12.644735296498174 21.942709312438964 92.497770880496873 3.5542394794113545 3.8221546426828756 1.1453774681024751 25.612926408767699 1.4848818359673024 18.957224747507198 5.9309288586510549 0.43460436800947477 1.415249516955511 16.272064672231675 14.245444573489104 0.67684744042305911 13.591508109898403 2.7525701588850757 8.5579674443138973 19.230891531239386 17.329516129493715 16.563547967274982 0.067350984634601832 15.290314229965212 0.82421208230575715 6.5982352979255454 5.0711277990956463 0.83533297183626476 0.47974002425698026 8.5679798071230611 3.2209533479684382 5.7881411298116054 14.093615443309147 3.6152629030624865 0.27935438713515898 9.3134132687250766 1.8232675819396975 -0.10500727312199201 9.042256062030793 3.1176189314727241 0.7374973716136759 12.211648395085335 0.24362035822521244 1.135502462881947 3.5862059978515872 2.7433241039773693 1.6673018288035548 0.6756063817958663 1.9881025646104442 5.234847251839108 1.6941110031421369 1.674324699081952 2.8282193621496363 -0.012908670610585348 leaf_weight=17866 23 20 33 287 137 993 20 225 38 144 2835 2540 20 22 726 29 26 90 23 20 24 15244 20 202 33 62 552 174 62 309 24 27 491 4758 24 30 306861 32 141 1326 25 2686 997 31 23 124 412 154 45 52 158 120 1631 leaf_count=17866 23 20 33 287 137 993 20 225 38 144 2835 2540 20 22 726 29 26 90 23 20 24 15244 20 202 33 62 552 174 62 309 24 27 491 4758 24 30 306861 32 141 1326 25 2686 997 31 23 124 412 154 45 52 158 120 1631 internal_value=0 23.9921 65.8732 -0.0128503 3.75603 -0.0394248 1.03643 0.982555 9.48323 2.64076 -0.0674453 0.764985 6.67628 5.59407 2.0805 3.33971 8.46765 13.3167 11.7522 8.99413 10.2434 -0.0817312 0.147506 2.12746 5.79995 1.50236 0.469251 3.12355 4.32112 2.18813 12.1977 10.1852 2.9458 0.431364 4.64073 1.12728 -0.0935684 4.99366 4.53908 0.120979 9.01781 0.368121 0.615356 6.04023 7.69403 1.3331 -0.103957 0.906317 3.87022 0.0845988 1.02204 2.23824 0.146896 internal_weight=0 201 53 362770 2540 360230 9144 9124 414 2126 351086 8353 239 339 1787 771 55 175 137 148 114 341983 16792 222 219 2602 9103 832 349 483 71 51 716 5751 161 955 325191 317 285 16570 58 8149 3832 77 46 954 307273 880 75 17918 710 244 4317 internal_count=362971 201 53 362770 2540 360230 9144 9124 414 2126 351086 8353 239 339 1787 771 55 175 137 148 114 341983 16792 222 219 2602 9103 832 349 483 71 51 716 5751 161 955 325191 317 285 16570 58 8149 3832 77 46 954 307273 880 75 17918 710 244 4317 cat_boundaries=0 7 8 11 18 24 31 cat_threshold=1345024 134217728 4368 0 4194304 0 128 2086 1081344 262144 1048896 3759144960 98308 65601 1178665248 41946624 348284992 2 145788416 134480960 67637520 1112539137 4195393 16384 67452964 8421944 168821312 393248 20736 0 192 is_linear=0 shrinkage=0.01 Tree=34 num_leaves=59 num_cat=9 split_feature=0 2 0 7 2 2 4 0 0 25 2 26 0 6 8 6 11 7 6 25 11 24 4 7 7 4 7 9 7 4 8 2 15 25 0 4 6 2 8 24 6 6 25 4 25 25 2 8 2 6 8 2 9 6 8 4 25 7 split_gain=1.13456e+09 1.11596e+09 3.56284e+08 2.75277e+08 1.51122e+08 1.10772e+08 9.27178e+07 4.52372e+07 3.60103e+07 3.29919e+07 2.43353e+07 5.30975e+07 2.39107e+07 2.06649e+07 1.80395e+07 1.55574e+07 1.84076e+07 1.40112e+07 1.26821e+07 1.24928e+07 1.12989e+07 1.11304e+07 1.59837e+07 1.1097e+07 9.63311e+06 8.91561e+06 8.79633e+06 9.39744e+06 4.2039e+07 8.44839e+06 7.76628e+06 7.28117e+06 6.98312e+06 6.88794e+06 5.24955e+06 4.98032e+06 4.53706e+06 4.12079e+06 4.01662e+06 4.63407e+06 3.47375e+06 3.0411e+06 2.76643e+06 2.68833e+06 2.49491e+06 2.41224e+06 1.98786e+06 1.98766e+06 1.84179e+06 1.77124e+06 1.48648e+06 1.27313e+06 756275 544710 543109 482733 471376 350477 threshold=2778.6210000000005 2682.0900000000006 591.40200000000016 149.17670000000001 873.09500000000014 189.07500000000002 2693.9010000000007 127.53000000000002 67.533000000000015 0 27.046500000000005 2022.5000000000002 992.19979999999998 1937.6795000000002 1148.5039000000004 18.570000000000004 1413.4285000000002 576.56500000000017 1136.6981000000003 1 871.08830000000023 2 1.2766000000000002 762.97500000000002 190.45082400000004 785.57750000000021 28.915000000000003 395.07800000000003 55.071960000000011 82.753500000000017 439.63100000000003 1107.4580000000003 420.78700000000009 3 1519.5755740000002 87.579000000000008 420.87650000000008 72.651050000000012 439.63100000000003 4 155.78 258.07900000000006 5 508.93250000000006 6 7 549.23035000000016 107.16950000000001 1468.575 551.27100000000007 1581.7937000000002 1271.7445000000002 119.5475 14.222000000000001 140.29100000000003 6.3970000000000011 8 73.203000000000017 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 9 2 9 9 2 2 2 2 2 2 2 2 2 2 9 2 left_child=2 10 5 -3 9 8 7 29 26 14 11 -2 25 17 21 34 18 -9 -17 38 36 22 -4 46 -23 51 33 40 -29 44 -27 -25 -18 50 48 45 -16 47 39 -10 -28 -31 -35 -40 -7 -21 -12 56 -14 -37 -1 53 57 -6 -54 -49 -11 -39 right_child=1 3 4 -5 12 6 -8 13 19 37 23 -13 15 -15 20 16 32 -19 -20 35 -22 24 -24 31 -26 30 27 28 -30 41 -32 -33 -34 42 -36 49 -38 52 43 -41 -42 -43 -44 -45 -46 -47 -48 55 -50 -51 -52 -53 54 -55 -56 -57 -58 -59 leaf_value=0.089635075546074819 23.493441537584577 38.666036471412298 7.0994537670165299 86.940116418909142 4.2802783620925178 0.73685602860115784 21.31181846452796 2.0412120911860709 1.8363039826291407 -0.31525716713496615 1.9119415764186694 4.6273883350078879 15.264580263410297 11.512731327438356 2.7092195598125461 5.4032395116647081 11.038291885375978 4.6745282045188157 11.515893855479456 0.38865517673686889 14.081173135439556 1.8738946222288373 2.6562843567984449 6.8025350334530792 4.2955324657917018 14.389434938430787 0.082476026563789259 15.520711580231078 0.91087634459749012 1.059128611758607 6.0290223114013672 15.03469676624645 18.897922198955829 -0.026425026034209837 18.70093421681722 0.74376510587020006 8.2237963877497506 1.4010111761598265 2.099980106585166 0.71616738140266545 0.69884016574603136 2.2049829850040732 -0.11326762237711398 5.5005357703566551 0.16089700363701923 0.057215985368135228 5.9478406253227822 1.5421500289440155 11.024365207672119 2.1831837682988908 2.246703734099865 5.6670036613579953 4.6391205978393559 2.095628464126587 2.5937829311473952 3.6457303228378293 0.44325017943060985 2.8343106126785278 leaf_weight=19317 35 21 192 27 21 1200 23 1663 583 102 23 26 21 25 25 75 20 230 62 4839 24 479 140 21 250 20 11970 21 317 875 25 22 26 42562 30 1705 37 59 85 1120 990 315 266558 32 2038 4038 26 24 20 90 32 33 20 25 37 20 331 24 leaf_count=19317 35 21 192 27 21 1200 23 1663 583 102 23 26 21 25 25 75 20 230 62 4839 24 479 140 21 250 20 11970 21 317 875 25 22 26 42562 30 1705 37 59 85 1120 990 315 266558 32 2038 4038 26 24 20 90 32 33 20 25 37 20 331 24 internal_value=0 23.7522 -0.0127213 65.8202 4.05361 -0.0368738 1.27023 1.19759 -0.0603734 2.82404 10.5544 15.4522 9.79157 2.48045 3.81712 11.5489 10.0073 2.36116 8.16955 0.46698 8.25534 3.49336 5.07303 7.3069 2.66777 6.19195 -0.0796488 0.17249 1.81859 0.64192 9.74476 11.0143 15.4807 -0.0898566 15.5221 0.335219 6.00018 0.901437 1.23099 1.11462 0.129559 1.36244 -0.101312 3.03005 0.377119 0.238391 4.05344 0.473303 13.1962 0.815937 0.0931544 4.1682 2.42454 3.09297 3.31145 2.49832 0.267528 1.81546 internal_weight=0 201 362770 48 2142 360628 6369 6346 354259 1764 153 61 378 1918 1147 254 183 1893 137 12492 86 1061 332 92 729 124 341767 13298 338 4428 45 43 46 328469 71 10672 62 617 1820 1703 12960 1190 309120 117 3238 8877 49 477 41 1795 19349 79 140 46 57 44 433 83 internal_count=362971 201 362770 48 2142 360628 6369 6346 354259 1764 153 61 378 1918 1147 254 183 1893 137 12492 86 1061 332 92 729 124 341767 13298 338 4428 45 43 46 328469 71 10672 62 617 1820 1703 12960 1190 309120 117 3238 8877 49 477 41 1795 19349 79 140 46 57 44 433 83 cat_boundaries=0 7 11 12 19 20 26 32 39 44 cat_threshold=137676288 134217732 4368 1073807360 4210688 0 132 1081344 134479872 67109120 4227072 38 1074790400 98308 65601 1181761824 545263104 348284992 2 278 2684387460 262208 277879316 2147951616 34644112 2147550352 202408960 65604 4352 1141899264 4277248 16384 142937604 8422976 135270416 1107304961 4199744 0 64 2147483648 262144 1 101711872 2048 is_linear=0 shrinkage=0.01 Tree=35 num_leaves=56 num_cat=0 split_feature=0 2 1 7 3 0 2 0 5 7 0 3 1 2 6 2 1 5 1 10 2 2 1 8 0 3 2 4 10 1 3 23 7 7 7 3 0 13 3 3 8 10 5 0 1 19 2 2 2 12 0 7 2 7 12 split_gain=1.0708e+09 9.4564e+08 3.56899e+08 2.21815e+08 1.83308e+08 1.48747e+08 5.55624e+07 5.34915e+07 5.2193e+07 4.80117e+07 3.36462e+07 3.27034e+07 2.82787e+07 2.57412e+07 3.08817e+07 2.46116e+07 7.35067e+07 2.38336e+07 1.88037e+07 1.83904e+07 1.46092e+07 1.17671e+07 9.55223e+06 9.53569e+06 8.98115e+06 8.73469e+06 1.01882e+07 8.25881e+06 7.96747e+06 3.81669e+07 6.75713e+06 6.70296e+06 6.30511e+06 5.97713e+06 5.02524e+06 7.48868e+06 4.70306e+06 4.62709e+06 4.37169e+06 4.33493e+06 4.10393e+06 3.71427e+06 3.42386e+06 3.33027e+06 3.31381e+06 3.11151e+06 3.0322e+06 2.59257e+06 2.08351e+06 2.00059e+06 1.83513e+06 1.59015e+06 1.35364e+06 1.03999e+06 727099 threshold=2778.6210000000005 2682.0900000000006 733.85806350000018 149.17670000000001 1282.3492500000004 174.79296150000002 440.27500000000003 887.79240000000016 1908.1960000000001 1538.3385000000001 1117.6621800000003 66.476000000000013 27.234500000000004 1107.4580000000003 57.142000000000003 27.046500000000005 13.870700000000001 524.39625000000012 80.114250000000013 1330.1795 117.64300000000001 1107.4580000000003 2781.5828000000006 761.67400000000009 747.41500000000008 42.309000000000005 1468.575 1888.1190000000004 214.17250000000004 31.194500000000001 1890.7105500000002 8.5912500000000005 86.805700000000016 96.700500000000019 7.3090000000000002 297.12438000000003 153.21245250000001 1063.1169900000002 648.27500000000009 193.12912500000002 233.65410150000005 279.68090000000007 1561.8224400000001 30.529 314.66480000000007 270.2000000000001 102.75350000000002 1271.7445000000002 2682.0900000000006 477.24825000000004 20.818889000000002 762.97500000000002 275.80000000000001 54.239850000000004 504.20500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 5 -3 7 12 18 11 10 -10 47 36 32 34 -15 16 -2 -12 31 25 28 52 27 -23 37 44 -27 -13 43 -30 40 33 46 -7 39 -36 49 -20 -16 -9 -22 -26 45 -14 -8 -34 50 51 -48 -4 -1 -6 -17 -38 -19 right_child=1 3 4 -5 8 6 19 13 9 -11 17 22 20 14 38 21 -18 54 24 -21 30 23 -24 -25 41 26 -28 -29 29 -31 -32 -33 42 -35 35 -37 53 -39 -40 -41 -42 -43 -44 -45 -46 -47 48 -49 -50 -51 -52 -53 -54 -55 -56 leaf_value=-0.099005774408193636 8.3402991526467467 37.345089681716189 0.42949044999890496 80.678653971354166 3.700138608781915 0.47361502940606848 0.99754699318032525 8.9656781921470365 13.879942939281463 32.821503521877787 22.039472687628965 3.7695423054137955 0.073707096118989138 22.929457128615606 5.2276838551396905 2.6280503673553466 31.632986860036851 9.0093308868408197 1.4686144621416641 11.218271128131498 0.76488847828462703 6.965872372627258 10.295401540169349 16.730959186553957 2.782219837360302 3.5171025659949393 7.4292965615590418 9.6712901473999029 14.014616506928983 0.82581607914953425 6.3514804454471756 5.0148373571123397 0.19400639655569987 1.5267176853229651 0.529548592438569 6.2872576358400547 3.0221853927291669 5.7983957800865173 11.328729292551678 4.1014790067407816 1.9029178702486449 5.4463830099532862 3.7385950265611925 0.3865922902180976 3.8594298686621324 1.693812301595446 0.14628191475010036 8.8689915565822428 2.7901777432759607 3.6565265178680422 0.019682894312155152 7.1837216205596928 5.9066890750211831 1.1345438573299311 11.705808536529542 leaf_weight=308724 42 21 487 27 38 3838 171 57 32 23 31 460 13463 21 23 20 20 20 1939 31 2494 20 26 20 239 592 75 25 23 477 23 35 5345 627 37 58 116 25 24 27 363 67 28 4552 53 142 4614 23 30 20 13601 20 34 39 20 leaf_count=308724 42 21 487 27 38 3838 171 57 32 23 31 460 13463 21 23 20 20 20 1939 31 2494 20 26 20 239 592 75 25 23 477 23 35 5345 627 37 58 116 25 24 27 363 67 28 4552 53 142 4614 23 30 20 13601 20 34 39 20 internal_value=0 22.9061 -0.0110789 61.7202 4.66201 -0.0321069 1.34363 3.38046 13.4534 21.801 10.4328 2.48983 -0.0620102 7.61005 12.8477 10.9633 15.8541 15.4581 1.02998 3.64666 0.290386 7.7375 4.39032 11.8484 1.77201 3.38322 3.957 4.07376 0.187326 1.4325 0.952943 0.655668 -0.0846866 0.621498 5.62032 4.04478 1.02283 1.52373 8.34311 7.40219 0.909482 3.36555 0.250619 0.152766 1.67469 0.23282 -0.0903422 6.02798 0.163361 0.55679 -0.0939975 4.90137 4.69238 2.54723 10.3576 internal_weight=0 204 363198 48 1627 361571 7692 1420 207 55 152 1173 353879 247 68 156 62 71 6770 922 21395 94 511 40 2270 891 667 485 18515 500 2880 4500 332484 4465 179 95 662 1964 47 84 2857 306 5515 18015 224 5487 326969 81 4644 507 322325 58 54 155 40 internal_count=363402 204 363198 48 1627 361571 7692 1420 207 55 152 1173 353879 247 68 156 62 71 6770 922 21395 94 511 40 2270 891 667 485 18515 500 2880 4500 332484 4465 179 95 662 1964 47 84 2857 306 5515 18015 224 5487 326969 81 4644 507 322325 58 54 155 40 is_linear=0 shrinkage=0.01 Tree=36 num_leaves=52 num_cat=11 split_feature=0 3 0 7 3 3 4 5 25 7 4 9 7 0 0 6 0 24 10 0 7 19 25 0 3 13 8 5 9 3 3 25 6 25 4 6 8 13 6 8 0 24 5 25 24 4 4 25 25 24 5 split_gain=1.04949e+09 7.66464e+08 3.49592e+08 2.11748e+08 1.74606e+08 6.41996e+07 6.51541e+07 4.81319e+07 4.16869e+07 3.0328e+07 2.99194e+07 2.85492e+07 2.25128e+07 2.06576e+07 1.96857e+07 1.92798e+07 1.42006e+07 1.32674e+07 1.28315e+07 1.14851e+07 1.0894e+07 1.00121e+07 8.39527e+06 8.26034e+06 8.9047e+06 8.18402e+06 1.01983e+07 7.68776e+06 7.60329e+06 1.54744e+07 4.32767e+07 6.76846e+06 6.04134e+06 5.24944e+06 3.45181e+06 3.20774e+06 3.11283e+06 2.77848e+06 2.61184e+06 2.57657e+06 2.5758e+06 2.44576e+06 2.16601e+06 1.99811e+06 1.61352e+06 1.26533e+06 1.05418e+06 919571 885708 569875 374545 threshold=2778.6210000000005 2725.8677800000005 360.43000000000001 149.17670000000001 991.56000000000017 92.623500000000021 2693.9010000000007 2871.8940000000007 0 378.97500000000008 14.450258500000002 754.45500000000004 1538.3385000000001 52.898140000000005 992.19979999999998 19.022500000000004 688.40820000000008 1 941.87500000000011 92.647455000000022 327.23600000000005 604.3185000000002 2 32.119500000000009 1493.1141200000004 942.81900000000007 1581.7937000000002 923.46450000000016 375.64974000000007 12.929500000000003 22.231000000000005 3 814.10926000000006 4 35.298000000000009 1136.6981000000003 16.634500000000006 942.81900000000007 229.00250000000003 1581.7937000000002 1275.1415000000002 5 130.76775000000004 6 7 452.88000000000005 259.56000000000006 8 9 10 17.696600000000004 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 1 2 9 1 2 2 9 9 1 2 left_child=2 10 5 -3 8 13 9 12 11 19 -2 16 14 28 35 -16 27 -18 -14 33 -12 -21 37 44 -25 26 -13 -4 31 42 -31 47 -27 -7 -33 -6 48 41 43 -22 46 -15 -30 -24 -11 -40 -38 -1 49 -10 -50 right_child=1 3 4 -5 7 6 -8 -9 36 23 20 25 18 22 15 -17 17 -19 -20 21 39 -23 38 24 -26 32 -28 -29 29 30 -32 34 -34 -35 -36 -37 40 -39 45 -41 -42 -43 -44 -45 -46 -47 -48 -49 50 -51 -52 leaf_value=0.34728354786179855 16.21526990664972 31.490818923950197 1.775090686346531 73.497533257802331 4.0640985772826461 0.75798118546791038 14.543636722845191 21.423194969177249 1.5123075847156713 2.308966259895227 3.2087981371198384 4.1375195546243706 9.345946206717656 1.1719572997519729 14.457631641214544 7.0034721686992238 5.2052802117294892 2.5237739166320354 18.836646114758082 1.0987843949765905 12.787762618255615 7.7315738420901097 0.27764787790084133 3.150739617746491 9.5398870857902196 6.2515455139124834 10.192301429299746 5.2277050485330472 0.14369184243621366 17.23367348171416 1.2741970277016752 -0.10214615729499828 12.881141790662493 0.17807677062863625 0.082651939179057166 8.1109261686905576 0.93351224958451828 4.4580386075519378 0.96056205366944669 7.9722533912658697 5.0252658176422118 0.53707528589412867 1.4871360348983549 -0.022698054142735215 0.69768428580940889 3.3692170874277751 2.5884670608076785 0.077456806317934515 0.19713708785351586 0.37713980201982028 0.86439315631985669 leaf_weight=1351 74 20 1250 30 132 2194 34 30 112 107 35 153 29 1080 55 94 333 597 28 2163 25 23 6186 423 23 27 34 68 775 21 89 305107 28 5425 10454 23 134 21 239 20 22 1533 142 3453 202 24 54 18043 680 107 96 leaf_count=1351 74 20 1250 30 132 2194 34 30 112 107 35 153 29 1080 55 94 333 597 28 2163 25 23 6186 423 23 27 34 68 775 21 89 305107 28 5425 10454 23 134 21 239 20 22 1533 142 3453 202 24 54 18043 680 107 96 internal_value=0 22.6771 -0.0109681 56.6948 2.89757 -0.0440617 0.72283 9.25233 2.22512 0.678331 11.6323 2.96029 8.24091 -0.0673731 7.15957 9.75501 2.62086 3.56703 14.008 0.529621 7.39309 1.16857 0.331198 2.60959 3.48022 6.23571 5.23839 1.95322 -0.0822444 0.77687 4.32101 -0.0848785 9.62661 0.346297 -0.0960211 4.6646 0.675791 0.831982 0.196947 10.6475 1.78773 0.806024 0.351728 0.170319 1.35294 1.18036 1.40887 0.0964224 0.447901 0.998371 0.276126 internal_weight=0 204 363198 50 4086 359112 10594 391 3695 10560 154 2490 361 348518 304 149 2248 930 57 9805 80 2186 12536 755 446 242 187 1318 335982 1027 110 334955 55 7619 315561 155 1205 2634 9902 45 210 2613 917 9639 309 263 188 19394 995 219 776 internal_count=363402 204 363198 50 4086 359112 10594 391 3695 10560 154 2490 361 348518 304 149 2248 930 57 9805 80 2186 12536 755 446 242 187 1318 335982 1027 110 334955 55 7619 315561 155 1205 2634 9902 45 210 2613 917 9639 309 263 188 19394 995 219 776 cat_boundaries=0 7 8 13 20 25 26 33 34 40 46 47 cat_threshold=146064896 1216349188 67113232 1078001664 4210688 16384 132 44 1081344 134479936 4416 1073774592 8388736 3221225472 98308 268435521 1182007328 545394176 2495637568 2 1081504 1208057860 528720 512 12583936 30 203752992 1082164768 235930128 67379713 4199744 2 128 1284 0 65536 0 4194304 2048 16384 4 262656 1048576 1 8392704 2 2108 is_linear=0 shrinkage=0.01 Tree=37 num_leaves=62 num_cat=7 split_feature=2 3 0 7 1 0 1 3 0 25 0 10 26 2 2 0 9 1 19 8 1 0 0 3 3 3 7 9 7 2 25 3 0 25 2 1 25 2 0 3 14 8 10 0 25 2 7 26 7 7 3 1 25 11 0 9 25 0 12 11 8 split_gain=1.03439e+09 1.25466e+09 3.73717e+08 2.42023e+08 1.42285e+08 8.97809e+07 8.67139e+07 4.67849e+07 4.92381e+07 4.43074e+07 7.16676e+07 3.83984e+07 3.58636e+07 3.24917e+07 3.14807e+07 3.01681e+07 2.14853e+07 1.67364e+07 1.36058e+07 1.16387e+07 1.10922e+07 1.06795e+07 1.5263e+07 1.03486e+07 9.6963e+06 8.42718e+06 8.24942e+06 9.12611e+06 4.35928e+07 7.78541e+06 7.688e+06 7.52071e+06 7.27768e+06 6.49504e+06 5.19739e+06 5.16649e+06 5.15451e+06 4.90925e+06 4.60904e+06 4.30897e+06 3.84766e+06 3.62586e+06 3.53039e+06 3.30664e+06 2.72508e+06 2.67782e+06 2.5271e+06 2.33574e+06 1.85709e+06 1.77795e+06 1.42565e+06 1.1769e+06 1.09111e+06 994255 846610 814839 634583 542535 492005 302688 262316 threshold=2682.0900000000006 2725.8677800000005 474.29950500000001 2822.9627650000007 860.12500000000011 688.40820000000008 195.43457000000004 991.56000000000017 2778.6210000000005 0 2778.6210000000005 484.16250000000002 2022.5000000000002 94.257500000000007 1107.4580000000003 62.935000000000002 234.11000000000004 1098.6214000000002 769.6472500000001 168.16500000000005 133.85250000000005 992.19979999999998 1884.2950000000003 85.427800000000005 179.11500000000004 571.90530000000001 28.915000000000003 375.64974000000007 49.522980000000011 385.09140000000008 1 748.6165000000002 804.19674500000008 2 22.309000000000005 678.28840000000002 3 624.21400000000006 153.21245250000001 90.03540000000001 448.09750000000003 761.67400000000009 312.03250000000008 249.87000000000003 4 102.75350000000002 576.56500000000017 2022.5000000000002 203.18550000000002 712.24900000000014 1493.1141200000004 80.114250000000013 5 11.040900000000002 2778.6210000000005 119.5475 6 17.427500000000006 250.65000000000003 130.34700000000001 31.451000000000004 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=2 5 6 -3 9 47 15 8 32 10 14 -7 -12 30 20 26 -16 25 21 36 -4 46 -23 53 -25 38 33 39 -29 48 31 41 40 50 -34 -33 43 -27 -15 -28 -6 -8 -31 -17 -35 54 -9 -2 -21 52 -1 -38 -32 -19 56 59 -11 -49 -57 -47 -51 right_child=1 3 4 -5 7 11 13 18 -10 45 12 -13 -14 17 16 19 -18 23 -20 29 -22 22 -24 24 -26 37 27 28 -30 42 49 35 34 44 -36 -37 51 -39 -40 -41 -42 -43 -44 -45 -46 55 -48 57 -50 60 -52 -53 -54 -55 -56 58 -58 -59 -60 -61 -62 leaf_value=0.093965727919209402 3.950066935799339 47.715617752869925 1.8317334876187641 94.201316135951458 1.9704561071700237 24.41927550444732 0.96255801676240171 4.610552870432536 18.920033447830765 -0.027000110732184519 22.5949514576367 9.1951477756500246 6.5896931784493589 1.1596157451686091 3.6014126317542896 0.42608113571519085 12.107133121490479 0.48083685322811731 20.037446937561036 0.78211205437919518 3.5597570073693667 16.819289087057115 9.7210360662487982 12.646385791415259 5.2714222432799263 2.4114264612306249 0.059220674555763221 16.092777487754823 0.89098871755671794 2.5158186023793325 0.5198279718269001 2.1480508102416991 9.5631994413648336 -0.027002129237761435 5.2668082145580817 8.9670228538513186 0.070968724229236613 5.127568835877927 2.2270451589401397 0.64573197408794725 6.1935961219242648 4.6607267782423234 5.8724821167803825 1.0310911302455932 -0.11085469802602697 1.4839100974497168 9.3606471443176265 -0.5287831466674805 1.7860141419655329 2.9828628618066961 1.8197155431906382 0.52136229236280773 0.048901249695770206 3.0486143104553225 -1.4064750814437867 2.0220056103437374 0.6396332987513158 1.6244030293551359 3.9205398162206011 0.13513775014877319 1.4554973776444147 leaf_weight=17599 33 24 750 21 94 37 1466 21 27 215 28 30 28 1040 57 4653 62 38 20 585 736 54 69 21 118 176 11550 20 332 94 705 25 35 45421 144 20 5202 107 662 1405 28 27 47 1121 265087 99 24 25 269 22 48 653 1603 25 26 39 449 22 21 20 23 leaf_count=17599 33 24 750 21 94 37 1466 21 27 215 28 30 28 1040 57 4653 62 38 20 585 736 54 69 21 118 176 11550 20 332 94 705 25 35 45421 144 20 5202 107 662 1405 28 27 47 1121 265087 99 24 25 269 22 48 653 1603 25 26 39 449 22 21 20 23 internal_value=0 23.2065 -0.0105117 69.4089 3.4775 9.06284 -0.0400107 8.26325 5.98359 2.50143 3.45115 17.6025 14.5923 1.14431 3.08393 -0.0603399 8.03296 2.11955 12.2405 0.419717 2.68761 11.3123 12.8373 4.86183 6.38563 1.84049 -0.0780878 0.165997 1.75473 1.45776 0.596157 1.14341 4.82318 -0.0879857 6.10688 5.17871 0.3309 3.43838 1.5748 0.122829 2.9397 1.02944 3.63471 0.542602 -0.09859 0.639076 7.14394 1.91087 1.09833 0.232609 0.0986039 0.120994 0.195214 1.4998 0.363693 1.73631 0.433007 0.479091 2.68649 1.25723 2.20221 internal_weight=0 192 363210 45 3046 147 360164 516 328 2530 1661 67 56 6078 1605 354086 119 2187 188 12624 1486 168 123 202 139 1985 341462 13307 352 995 3891 1538 301 328155 179 45 11629 283 1702 12955 122 1493 141 5774 310508 869 45 80 854 2353 17647 5855 2308 63 690 179 664 47 60 119 45 internal_count=363402 192 363210 45 3046 147 360164 516 328 2530 1661 67 56 6078 1605 354086 119 2187 188 12624 1486 168 123 202 139 1985 341462 13307 352 995 3891 1538 301 328155 179 45 11629 283 1702 12955 122 1493 141 5774 310508 869 45 80 854 2353 17647 5855 2308 63 690 179 664 47 60 119 45 cat_boundaries=0 7 12 19 24 30 36 41 cat_threshold=146064896 134218752 67113232 1073807360 4210688 16384 132 1083008 1073741824 168825168 1073741824 4194560 1073741824 98308 65601 1181827360 8523264 2495637568 2 145788448 134513760 68161872 1077969409 12582976 2685436036 1074004032 2425362580 2147885568 536912016 66704 69271552 296448 524288 4456449 87104 258 2147483648 294976 524289 7340033 2048 is_linear=0 shrinkage=0.01 Tree=38 num_leaves=61 num_cat=7 split_feature=2 0 0 7 1 1 1 10 25 0 0 26 2 2 0 6 1 9 14 9 1 1 2 8 7 9 7 25 7 2 2 2 7 8 25 6 0 25 5 0 10 24 1 0 26 1 2 5 7 2 12 25 1 2 0 9 25 12 5 11 split_gain=1.0138e+09 8.86132e+08 3.66284e+08 2.11167e+08 1.39452e+08 8.49897e+07 8.34035e+07 5.80768e+07 4.34234e+07 7.02414e+07 3.59142e+07 3.51499e+07 3.18521e+07 3.08941e+07 2.95678e+07 2.87071e+07 2.41217e+07 6.48356e+07 2.79378e+07 1.66377e+07 1.52729e+07 1.28029e+07 1.1549e+07 1.14071e+07 8.08526e+06 8.9445e+06 4.27253e+07 7.94359e+06 7.88009e+06 8.19914e+06 7.69524e+06 7.63048e+06 7.38932e+06 6.47339e+06 6.38107e+06 5.34889e+06 5.22198e+06 5.05193e+06 3.77725e+06 3.75937e+06 3.46013e+06 3.45894e+06 3.37627e+06 3.24084e+06 2.88342e+06 2.6966e+06 2.62418e+06 2.43554e+06 1.95374e+06 1.82974e+06 1.20193e+06 1.1576e+06 1.15348e+06 1.05757e+06 829847 798624 622241 482214 373690 296665 threshold=2682.0900000000006 2778.6210000000005 474.29950500000001 149.17670000000001 860.12500000000011 195.43457000000004 860.12500000000011 379.01500000000004 0 2778.6210000000005 992.19979999999998 2022.5000000000002 122.867 1271.7445000000002 62.935000000000002 1529.30718 2781.5828000000006 331.98000000000008 1061.9390000000003 234.11000000000004 1098.6214000000002 133.85250000000005 1107.4580000000003 168.16500000000005 28.915000000000003 375.64974000000007 49.522980000000011 1 519.7600000000001 205.93275000000003 673.68310000000008 385.09140000000008 826.12250000000006 1017.6571000000002 2 172.95650000000003 804.19674500000008 3 584.10300000000018 149.25200000000004 312.03250000000008 4 168.10617800000003 249.87000000000003 2022.5000000000002 26.307400000000005 102.75350000000002 305.32623000000007 712.24900000000014 35.562800000000003 477.24825000000004 5 80.114250000000013 486.17193650000007 2778.6210000000005 119.5475 6 250.65000000000003 252.1095 130.34700000000001 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 left_child=2 6 5 -3 8 14 42 -8 9 13 15 -11 27 21 24 36 18 -18 22 -15 30 -4 -12 37 34 35 -27 33 29 -22 39 49 -30 41 51 -26 47 43 -32 -14 -33 -7 44 -16 -2 -36 54 -6 50 -25 -29 -1 -39 -38 56 59 -10 -57 -50 -48 right_child=1 3 4 -5 10 12 7 -9 46 11 16 -13 20 19 23 -17 17 -19 -20 -21 28 -23 -24 31 25 26 -28 48 32 -31 38 40 -34 -35 45 -37 53 52 -40 -41 -42 -43 -44 -45 -46 -47 55 -49 58 -51 -52 -53 -54 -55 -56 57 -58 -59 -60 -61 leaf_value=0.26529892239797337 4.4970902757644655 36.401467469533287 1.8096477856837079 78.68214894188776 1.5181080598047336 1.696809661527249 26.754590676960191 8.4700735580921176 -0.026742106660207116 22.369002259118215 6.0574834406290119 6.5237962191445495 1.1785709054602518 3.7584402736690312 0.42182032595685026 15.851107128316706 27.108114119938442 5.7744084877803408 18.077033868839344 12.712239511450944 9.121416274360989 3.6451870880425372 10.885241744053829 0.59537189174768634 0.067048120053190011 15.931849225997926 0.88207883504589635 0.20282907104702466 12.781582400912329 2.6036658719380701 2.7202962721113502 2.4906604042966318 4.9926381433421172 6.4409039323226267 -0.10367504281973178 0.87845028582690921 7.761498795871077 0.070259036700220143 5.3562399083124079 2.206133516966593 5.8137573274906638 0.71619889671356218 6.0714204260019153 1.020780217635938 -0.4743273353150913 0.050823949095185908 1.4690709903986767 4.1688735684842779 1.4066254126507303 1.5228465675847156 2.2510182055111589 0.057289723340401867 0.51614866555398853 4.890105069616566 -1.3924103159170884 2.0017855199178061 0.63337632151990153 3.8813343920026506 3.2092565735526706 0.13378636693954468 leaf_weight=3250 20 21 762 27 73 606 38 32 215 28 139 28 891 36 4653 22 28 29 30 49 23 758 77 401 12084 20 332 2381 21 120 232 94 29 23 298124 871 29 5202 71 593 47 1013 26 1121 28 11742 99 66 23 453 29 15039 653 23 26 39 449 21 23 20 leaf_count=3250 20 21 762 27 73 606 38 32 215 28 139 28 891 36 4653 22 28 29 30 49 23 758 77 401 12084 20 332 2381 21 120 232 94 29 23 298124 871 29 5202 71 593 47 1013 26 1121 28 11742 99 66 23 453 29 15039 653 23 26 39 449 21 23 20 internal_value=0 22.9744 -0.0104063 60.1844 3.44274 -0.0396105 10.5711 18.396 2.47644 3.41664 8.18062 14.4464 1.13287 3.05309 -0.0597365 5.03403 10.3926 16.2541 9.03441 8.92004 2.17433 2.725 7.77849 0.41552 -0.077307 0.164337 1.73718 0.62968 4.8468 3.65198 1.8857 1.44318 8.26399 1.16589 -0.0871058 0.121601 3.78808 0.327591 3.33796 1.58918 3.59836 1.09815 3.16916 0.537176 1.5971 -0.0978173 0.632755 2.77674 0.265361 1.08735 0.227475 0.0943782 0.119784 6.49146 0.360145 1.71895 0.428769 2.65963 2.30794 1.24465 internal_weight=0 192 363210 48 3046 360164 144 70 2530 1661 516 56 6078 1605 354086 213 303 57 246 85 1980 1520 216 12624 341462 13307 352 4098 193 143 1787 995 50 1642 328155 12955 191 11629 303 1484 141 1619 74 5774 48 309866 869 139 2456 854 2410 18289 5855 52 690 179 664 60 46 119 internal_count=363402 192 363210 48 3046 360164 144 70 2530 1661 516 56 6078 1605 354086 213 303 57 246 85 1980 1520 216 12624 341462 13307 352 4098 193 143 1787 995 50 1642 328155 12955 191 11629 303 1484 141 1619 74 5774 48 309866 869 139 2456 854 2410 18289 5855 52 690 179 664 60 46 119 cat_boundaries=0 7 12 19 24 25 31 36 cat_threshold=146064896 134218752 67113232 1073807360 4210688 16384 132 1083008 1073741824 168825168 1073741824 4259840 3221225472 98308 65601 1181827104 8523264 2495637568 2 145788448 134513760 68161872 1077969409 12582976 300 0 65540 0 4194336 8390656 2214619136 2147483648 294976 524289 7340033 2048 is_linear=0 shrinkage=0.01 Tree=39 num_leaves=57 num_cat=7 split_feature=0 1 3 1 3 0 0 9 3 25 0 6 1 9 6 7 1 3 9 1 1 3 13 6 3 1 4 3 1 6 11 0 25 21 24 8 25 23 0 3 4 7 0 6 18 1 14 25 3 12 4 12 24 4 25 18 split_gain=9.90064e+08 8.91312e+08 4.74061e+08 3.32168e+08 2.02018e+08 1.04491e+08 6.52642e+07 5.11711e+07 3.10739e+07 2.93306e+07 2.73718e+07 2.29968e+07 2.20605e+07 1.99521e+07 1.82691e+07 1.75819e+07 1.31532e+07 1.74072e+07 1.25896e+07 4.19011e+07 1.14848e+07 1.11818e+07 1.0563e+07 1.01876e+07 1.52369e+07 1.30259e+07 9.57085e+06 9.18044e+06 8.96514e+06 8.85707e+06 8.7338e+06 7.63793e+06 7.48622e+06 6.98588e+06 6.42743e+06 5.78626e+06 5.67786e+06 7.81051e+06 5.31526e+06 4.07472e+06 3.89502e+06 3.64257e+06 3.44439e+06 2.9e+06 2.68801e+06 2.619e+06 2.48156e+06 2.21757e+06 2.19424e+06 3.27899e+06 1.99074e+06 1.91251e+06 1.83012e+06 1.54998e+06 1.14696e+06 901099 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 494.77402000000006 1282.3492500000004 161.48350000000002 887.79240000000016 1972.2770000000003 92.623500000000021 0 992.19979999999998 1324.2200000000003 27.234500000000004 827.32299999999998 1529.30718 659.5150000000001 1256.4300000000001 145.91800000000003 375.64974000000007 32.888000000000012 289.85000000000008 258.76800000000009 724.06940000000009 3.1710000000000007 297.12438000000003 786.89439000000004 417.88250000000005 119.71400000000001 1461.4925000000003 1136.6981000000003 1413.4285000000002 149.25200000000004 1 208.52815749999999 2 824.40500000000009 3 3.9660000000000002 174.79296150000002 511.93300000000005 785.57750000000021 86.805700000000016 20.404800000000005 1136.6981000000003 761.11275000000012 72.937500000000014 246.13750000000002 4 571.90530000000001 359.17300000000006 862.3225000000001 477.24825000000004 5 14.450258500000002 6 36.400375000000004 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 9 2 left_child=3 20 -3 5 6 12 8 10 31 13 14 15 32 21 50 -12 38 -18 27 -20 53 34 35 25 46 -8 36 42 -22 45 -26 51 48 -23 -7 -15 37 -11 -10 -27 -29 47 -14 -21 -43 -28 -25 -34 54 -50 -6 -5 -33 -2 -1 -38 right_child=1 2 -4 4 7 9 23 -9 16 26 11 -13 18 22 -16 -17 17 -19 19 43 28 33 -24 24 30 39 29 40 -30 -31 -32 52 41 -35 -36 -37 55 -39 -40 -41 -42 44 -44 -45 -46 -47 -48 -49 49 -51 -52 -53 -54 -55 -56 -57 leaf_value=0.25490077722948262 7.1592069452884157 24.555379849893075 81.870416643696444 0.4391926344635711 6.1449836991310125 2.6559765593617004 3.8799007364000593 23.960712165832518 1.7796073279332956 0.8648227183989835 13.850508612656013 7.5992581131879025 0.056941292482426471 2.7805775737762453 14.54297554626465 24.774148871380348 14.598265259742737 4.7197194780562866 16.151561932563784 1.0463622892392217 15.15323120941987 2.8868084338905677 11.909402030064509 0.094756439526875819 6.1794067612816308 9.8876166337283689 0.96896620396644839 0.77834093184160924 7.9840469351681795 8.4639860569347043 13.037860773259943 0.8628432292171887 -0.028487938364546102 8.6412092312899507 1.0995631173112133 8.9667656126476469 0.20678992844728888 6.4795760726928711 3.5329140818642406 14.93589370727539 3.7200597392476125 0.17106150113730043 0.35761073153523809 4.7943623413281005 3.0361059512514057 2.771354060549112 4.3282397546768188 -0.11031857397409764 0.66300240155762313 4.8678583297729494 3.0852706326665107 2.7582862606564085 2.7956582212855676 4.1196230087280279 0.046733383634935823 1.1582881662249565 leaf_weight=2985 51 27 31 914 50 352 35 32 299 2756 41 34 12524 54 25 23 20 165 20 335 37 514 26 45 119 67 155 2091 33 22 22 102 37901 22 1280 21 2316 25 410 21 46 4268 5476 22 33 168 20 263736 255 20 37 37 224 25 22929 104 leaf_count=2985 51 27 31 914 50 352 35 32 299 2756 41 34 12524 54 25 23 20 165 20 335 37 514 26 45 119 67 155 2091 33 22 22 102 37901 22 1280 21 2316 25 410 21 46 4268 5476 22 33 168 20 263736 255 20 37 37 224 25 22929 104 internal_value=0 22.0256 55.1893 -0.0106493 3.45672 -0.0370257 2.61222 12.1809 1.98324 1.10668 10.3859 14.2454 -0.0623718 2.06315 7.00874 17.7762 3.41311 5.78767 0.255878 2.06642 8.85105 1.86985 6.41681 6.76271 5.40297 9.04 0.71037 0.221982 11.7735 2.32459 7.24952 0.982225 -0.0820287 3.123 1.45827 4.51271 0.604658 0.912017 2.79351 11.0923 0.841663 -0.0959176 0.148412 1.27733 0.193044 1.90643 1.39737 -0.100041 0.080227 0.96881 4.84373 0.52942 2.30314 6.15934 0.0708283 0.246661 internal_weight=0 204 58 363198 2742 360456 2500 242 2171 7815 210 98 352641 2269 112 64 894 185 20514 377 146 2168 101 329 206 123 5546 20137 70 345 141 1277 332127 536 1632 75 5201 2781 709 88 2137 305938 18000 357 4301 323 65 301637 26189 275 87 951 326 76 25914 2420 internal_count=363402 204 58 363198 2742 360456 2500 242 2171 7815 210 98 352641 2269 112 64 894 185 20514 377 146 2168 101 329 206 123 5546 20137 70 345 141 1277 332127 536 1632 75 5201 2781 709 88 2137 305938 18000 357 4301 323 65 301637 26189 275 87 951 326 76 25914 2420 cat_boundaries=0 6 13 14 21 27 28 34 cat_threshold=70288384 142606336 67109136 65536 8388672 16384 3222274048 360516 65 1180779040 545393664 2487248896 2 6 142934560 1074005028 135270464 1077936641 4210688 0 128 545292292 1073741824 2424379540 2148933888 41648 8455376 1473 0 65540 0 4194336 2048 2214619136 is_linear=0 shrinkage=0.01 Tree=40 num_leaves=61 num_cat=12 split_feature=1 2 4 1 3 2 2 3 2 15 7 1 3 3 4 7 2 24 24 25 17 7 25 24 26 7 2 1 4 25 18 8 9 3 9 8 7 24 25 7 25 26 26 7 25 2 7 10 10 18 25 7 16 4 24 2 7 7 2 26 split_gain=6.82453e+08 7.01173e+08 3.83527e+08 2.72964e+08 1.36646e+08 5.7994e+07 4.01566e+07 3.44806e+07 2.98835e+07 1.82772e+07 3.46586e+07 1.6828e+07 1.67854e+07 1.54471e+07 1.40679e+07 1.26398e+07 9.84952e+06 9.25412e+06 9.18491e+06 7.99715e+06 7.95224e+06 7.77184e+06 7.73428e+06 8.65812e+06 1.07966e+07 8.09366e+06 7.50057e+06 7.32504e+06 6.62358e+06 6.12191e+06 6.09567e+06 5.61982e+06 5.41174e+06 4.2287e+06 4.21368e+06 4.02637e+06 3.86534e+06 3.46389e+06 3.17459e+06 3.11711e+06 2.97925e+06 2.94547e+06 2.86573e+06 2.80074e+06 2.65409e+06 2.99771e+06 2.64767e+06 2.32734e+06 2.14845e+06 2.09347e+06 2.08218e+06 1.93886e+06 1.85796e+06 1.65402e+06 1.40324e+06 1.28788e+06 667864 579281 326819 1.62194e+06 threshold=2781.5828000000006 2682.0900000000006 2693.9010000000007 354.74564000000004 1282.3492500000004 109.21295000000001 170.26100000000005 185.15700000000004 581.81775000000005 549.30000000000018 1538.3385000000001 70.031500000000008 274.86025000000006 481.20000000000005 862.3225000000001 659.5150000000001 2682.0900000000006 0 1 2 940.75000000000011 99.402400000000014 3 4 2022.5000000000002 1131.6606400000003 1468.575 1461.4925000000003 116.58780000000002 5 621.40117000000009 912.87025000000017 1329.0550000000001 104.41300000000003 712.7850000000002 487.53114000000005 57.205500000000008 6 7 1306.1250000000002 8 2022.5000000000002 2022.5000000000002 576.56500000000017 9 1827.1555000000001 203.18550000000002 856.19400000000007 1564.7167200000001 1022.0625000000001 10 826.12250000000006 274.34595000000007 480.67500000000001 11 267.68250000000006 165.79075000000003 96.700500000000019 4.7879500000000013 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 9 2 2 9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 1 9 2 9 2 2 2 9 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 left_child=3 12 -3 5 6 11 22 28 41 16 -11 21 58 18 -14 20 36 52 26 34 32 29 23 24 -5 -25 -8 -19 44 48 -20 42 -9 49 37 50 -10 -13 -31 -16 -35 -6 -17 47 45 -7 -37 -30 -1 -23 -21 -43 -15 54 -24 -45 -55 -46 59 -2 right_child=1 2 -4 4 8 7 13 15 9 10 -12 19 14 17 39 31 -18 27 30 35 -22 33 53 25 -26 -27 -28 -29 43 38 -32 -33 -34 40 -36 46 -38 -39 -40 -41 -42 51 -44 55 57 -47 -48 -49 -50 -51 -52 -53 -54 56 -56 -57 -58 -59 -60 -61 leaf_value=0.083190540020948875 4.8731589491470997 20.577011353865913 75.688220590863907 4.4820285336547423 7.1399630867004396 0.45787051520154926 3.9755643684586812 1.5193524596888299 10.762987655779211 9.1243081552010992 26.033008091666485 2.0737744701609895 17.179733198962428 2.6063490197291741 9.8587789154052743 5.8108846178054812 14.414556139777687 5.2082203954498247 1.8714604011344467 0.38469945888595042 7.7847823124840145 0.17956548165863975 1.1908210699166615 0.97688720839963317 1.0044670240782403 6.5432529152764207 9.6621258742992708 9.2757351089440867 0.86124240214890924 -0.023784197616362222 5.7427107531941219 7.7741159957494492 6.0330504424925211 2.5241581475220878 5.3277979556719464 1.0737448478869671 6.94442259165446 0.72120115976448884 -0.10552938844306824 4.4607969818115238 0.71136121106590022 1.6564094644543286 2.6890182653633325 1.037078954448571 0.028935315322934741 3.5826077026897862 4.7529416598043133 4.141393349604173 2.8550861849103657 2.7462291610240936 0.060423860537435675 5.4607281748453778 -0.52146724661191313 1.3876882000388326 0.21616879632543837 3.3169790934244792 3.6558065223693847 0.54862889389879199 4.5527343332841994 1.0752180819077926 leaf_weight=20749 23 23 28 225 25 3191 215 1640 41 27 22 262 22 91 23 40 34 298 752 4164 21 4584 181 803 148 27 26 52 1289 58377 43 39 27 106 24 53 75 776 255655 20 583 37 111 37 2699 31 31 22 28 32 3794 21 24 37 722 75 20 233 20 22 leaf_count=20749 23 23 28 225 25 3191 215 1640 41 27 22 262 22 91 23 40 34 298 752 4164 21 4584 181 803 148 27 26 52 1289 58377 43 39 27 106 24 53 75 776 255655 20 583 37 111 37 2699 31 31 22 28 32 3794 21 24 37 722 75 20 233 20 22 internal_value=0 19.4103 50.8341 -0.012262 2.6035 -0.0410397 2.08724 0.731747 9.31118 11.4135 16.716 -0.0619628 7.08242 3.34396 10.6757 1.94474 9.68139 4.85817 2.66432 0.362328 1.6695 -0.07332 1.21515 1.74627 3.02119 1.14418 4.40622 5.65108 0.431101 -0.0793372 2.055 4.39004 1.59246 0.306437 1.17425 0.253333 8.29409 1.08953 -0.0903346 7.34809 1.03721 4.27062 3.516 1.04596 0.288926 0.486425 2.43154 0.916287 0.0868843 0.197359 0.230659 3.03384 1.7973 0.525921 0.427112 2.5638 2.18352 0.0699956 3.48911 3.01639 internal_weight=0 181 51 362619 3946 358673 3664 9455 282 199 49 349218 130 1501 65 1878 150 465 1036 9104 1688 340114 2163 1203 373 830 241 350 7577 334809 795 190 1667 5305 1062 8042 116 1038 314032 43 689 83 151 1423 6154 3222 84 1311 20777 4616 7958 58 115 960 903 112 57 2932 65 45 internal_count=362800 181 51 362619 3946 358673 3664 9455 282 199 49 349218 130 1501 65 1878 150 465 1036 9104 1688 340114 2163 1203 373 830 241 350 7577 334809 795 190 1667 5305 1062 8042 116 1038 314032 43 689 83 151 1423 6154 3222 84 1311 20777 4616 7958 58 115 960 903 112 57 2932 65 45 cat_boundaries=0 1 2 5 12 13 20 21 28 30 37 43 44 cat_threshold=139 24 1081344 0 1048832 145786368 1207959552 134222160 1073741825 4276224 0 132 28 0 360452 65617 1181942048 8424448 2483185728 2 260 2693824516 64 2424313988 2147492352 570438289 12584082 128 2195456 64 2285143552 263236 528640 1076101121 4210944 0 128 136382080 1208255552 34083344 1073774593 4194624 256 1028 is_linear=0 shrinkage=0.01 Tree=41 num_leaves=61 num_cat=5 split_feature=0 2 7 0 1 1 3 3 0 2 1 3 2 11 14 25 8 1 3 6 0 2 4 6 2 2 9 7 3 1 2 1 19 2 25 8 25 25 13 8 7 16 8 6 10 3 6 4 0 4 4 3 3 3 25 7 7 2 13 8 split_gain=7.45342e+08 6.85736e+08 3.46061e+08 2.97465e+08 1.1881e+08 9.39671e+07 4.22547e+07 3.88488e+07 2.58652e+07 2.40116e+07 1.95354e+07 1.98292e+07 1.78336e+07 1.48139e+07 1.16682e+07 1.15105e+07 1.04633e+07 1.00931e+07 2.42496e+07 1.00666e+07 2.2545e+07 9.02169e+06 1.33161e+07 8.51811e+06 7.87116e+06 7.07056e+06 6.81797e+06 6.80427e+06 7.96161e+06 6.42956e+06 6.42879e+06 5.76588e+06 5.75723e+06 5.66516e+06 5.63373e+06 5.63304e+06 5.24426e+06 4.93123e+06 4.75055e+06 4.08928e+06 3.93295e+06 3.84117e+06 3.73445e+06 3.44881e+06 3.44754e+06 3.22105e+06 3.04868e+06 2.88362e+06 2.73325e+06 3.32759e+06 3.29767e+06 2.66226e+06 2.66116e+06 2.60924e+06 2.57848e+06 2.53014e+06 1.90132e+06 1.52801e+06 1.16225e+06 1.08516e+06 threshold=2778.6210000000005 2682.0900000000006 1941.9625000000003 591.40200000000016 860.12500000000011 137.46340000000004 481.20000000000005 1282.3492500000004 48.107660000000003 723.85250000000008 354.74564000000004 306.80800000000005 94.257500000000007 954.88100000000009 1182.8200000000004 0 204.15015000000002 1461.4925000000003 815.10500000000013 898.38705000000004 1519.5755740000002 967.39580000000012 148.05000000000004 1324.2200000000003 624.21400000000006 1107.4580000000003 827.32299999999998 99.402400000000014 1890.7105500000002 402.26250000000005 3.3459520000000005 1461.4925000000003 389.51600000000008 385.09140000000008 1 522.29990000000009 2 3 10.878750000000002 912.87025000000017 1941.9625000000003 184.16319999999999 824.40500000000009 652.29725000000008 1564.7167200000001 250.65000000000003 1324.2200000000003 362.02000000000004 1275.1415000000002 452.88000000000005 2.7836000000000007 242.28262000000004 119.71400000000001 16.571695000000002 4 279.22250000000003 203.18550000000002 131.60043150000004 35.499340000000004 93.15000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=3 10 -3 5 9 8 12 21 27 15 52 -12 35 26 19 48 34 24 -19 20 -9 30 -23 29 32 -13 46 36 45 -14 31 -6 -8 56 51 37 44 -7 -20 -35 -21 -37 -32 -24 -1 -29 -11 57 49 -5 -50 -10 -2 -38 -36 -26 -18 -17 -25 -49 right_child=1 2 -4 4 7 6 17 14 16 13 11 25 23 -15 -16 47 33 18 38 40 -22 22 43 58 55 -27 -28 28 -30 -31 42 -33 -34 39 54 41 53 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 59 50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 leaf_value=0.075075802841406858 3.5212285432815555 30.040702665328983 83.742137908935547 2.1504121319842278 12.098209530223501 0.80675331963334307 1.9299117543026652 8.3734639251232146 0.68025368140864129 3.2296330661464623 20.630273948669434 5.0815562469482423 1.03261717882756 11.757594621777535 18.179032373428345 0.49967134418405684 0.72292561688991352 15.812056983311971 5.6227801418304448 5.4981773842705612 21.735322325333303 15.761708247444847 4.0282445540251555 7.483138862956654 3.3422419984366303 12.461904260140878 8.5191013357979912 0.19370880505922577 6.2847423180666837 2.1191026157271509 3.1688850058008127 5.1422770626728358 6.3086718618869781 2.6031358260346442 0.31473950254670668 1.7230393932263055 -0.10124919217984479 0.17747783366281092 -0.80741214752197266 7.3784222927960483 11.061790716648103 6.2729777178557029 6.8500431246370885 8.7025589039451194 3.4678402735392253 1.2650246843715642 7.1969423998485915 1.8066157494821857 5.1241200452921341 3.8204902525266009 2.5906687874816083 1.9617996349930764 7.7632242166428345 0.026050093980855466 0.01535093689920842 5.6072459406171529 1.8617170537640695 2.1043427644056432 4.1941444349288943 4.5768473573831407 leaf_weight=18085 50 30 20 583 22 1937 487 28 1630 162 20 25 1667 32 32 466 428 21 27 27 23 22 27 22 93 27 35 4820 22 809 108 26 32 97 7994 96 296183 3509 20 22 24 23 37 38 30 298 22 31 98 150 108 180 21 17027 4504 105 223 68 21 26 leaf_count=18085 50 30 20 583 22 1937 487 28 1630 162 20 25 1667 32 32 466 428 21 27 27 23 22 27 22 93 27 35 4820 22 809 108 26 32 97 7994 96 296183 3509 20 22 24 23 37 38 30 298 22 31 98 150 108 180 21 17027 4504 105 223 68 21 26 internal_value=0 19.6439 51.5213 -0.0130012 3.65713 -0.0353533 0.981223 8.48261 -0.0610003 2.53544 8.49794 12.1683 0.766133 5.40217 12.9107 2.06514 0.344198 3.19625 6.87824 11.2579 14.3994 6.36346 9.03698 1.46424 2.84705 8.91366 4.47352 -0.0791584 0.281891 1.38761 5.1583 8.33041 2.19989 1.47975 0.283087 0.450132 -0.0847595 0.403102 2.88653 3.48596 8.11635 2.60244 4.10822 6.76092 0.08065 0.256087 3.70399 0.916714 2.74891 2.49217 3.7959 0.803262 4.7759 -0.0943258 0.206945 4.54338 1.11302 0.704012 5.87689 3.07023 internal_weight=0 193 50 362607 2195 360412 8869 414 351543 1781 143 72 8084 251 134 1530 15078 785 68 102 51 280 87 2519 717 52 219 336465 5140 2476 193 48 519 770 14308 5565 331325 5446 47 119 51 119 145 65 18115 5118 184 591 939 733 206 1810 71 313210 12498 198 651 534 43 57 internal_count=362800 193 50 362607 2195 360412 8869 414 351543 1781 143 72 8084 251 134 1530 15078 785 68 102 51 280 87 2519 717 52 219 336465 5140 2476 193 48 519 770 14308 5565 331325 5446 47 119 51 119 145 65 18115 5118 184 591 939 733 206 1810 71 313210 12498 198 651 534 43 57 cat_boundaries=0 7 12 19 24 31 cat_threshold=137659904 134218752 4368 1073741824 4195328 0 132 1081344 134479872 320 37781504 641 2147483648 360452 65537 1181810976 41978880 2495768640 2 3179008 1074003968 168825680 0 4210944 145032736 33892 235933712 1074799137 12588352 0 128 is_linear=0 shrinkage=0.01 Tree=42 num_leaves=61 num_cat=4 split_feature=0 2 7 0 3 0 2 2 11 3 7 15 4 7 10 0 24 2 5 24 5 11 2 13 2 3 0 7 3 3 8 16 4 2 8 2 24 7 3 2 5 4 4 4 5 10 24 3 15 8 9 0 2 10 0 5 4 2 16 10 split_gain=7.30509e+08 6.7209e+08 3.39175e+08 2.91545e+08 1.02568e+08 8.98291e+07 4.55625e+07 2.9437e+07 2.83793e+07 2.2337e+07 1.96516e+07 1.81608e+07 1.75003e+07 1.17888e+07 1.15252e+07 1.06604e+07 1.02861e+07 9.92147e+06 8.96896e+06 8.78854e+06 1.24946e+07 7.31107e+06 6.95496e+06 6.75542e+06 6.32274e+06 6.2886e+06 5.97504e+06 5.9648e+06 5.71549e+06 5.69775e+06 7.25174e+06 5.23028e+06 7.42349e+06 4.97404e+06 4.26031e+06 4.01417e+06 3.51796e+06 3.49042e+06 3.26556e+06 3.17029e+06 1.0379e+07 3.15612e+06 3.12425e+06 2.88596e+06 2.82221e+06 3.52584e+06 2.76006e+06 2.71168e+06 2.60842e+06 2.36656e+06 2.1699e+06 1.97241e+06 1.96227e+06 1.91284e+06 1.85847e+06 1.6636e+06 1.60846e+06 1.42423e+06 1.3353e+06 1.10479e+06 threshold=2778.6210000000005 2682.0900000000006 1941.9625000000003 591.40200000000016 1118.1025000000002 111.94437000000001 287.03350000000006 723.85250000000008 1085.4300000000001 83.825000000000003 548.03450000000009 312.46000000000009 1116.5450000000003 92.584500000000006 1058.8682400000002 161.48350000000002 0 1827.1555000000001 172.37350000000004 1 99.17256350000001 149.05890000000002 50.915500000000009 942.81900000000007 873.09500000000014 234.85310000000001 1117.6621800000003 1306.1250000000002 481.20000000000005 1890.7105500000002 257.49900000000008 251.83300000000003 1888.1190000000004 967.39580000000012 301.38810000000007 83.206000000000003 2 85.347000000000023 698.94000000000005 27.046500000000005 670.57570000000021 862.3225000000001 63.606000000000002 172.56650000000002 54.830500000000008 856.19400000000007 3 132.01500000000001 92.761500000000012 824.40500000000009 11.865000000000002 227.70275000000004 581.81775000000005 6.7725000000000009 20.404800000000005 470.72165250000006 124.88310000000003 2682.0900000000006 419.26300000000009 66.495200000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 31 -3 5 7 9 18 19 12 22 14 -10 24 35 28 -12 17 25 36 26 47 34 44 -22 56 -9 48 -13 -8 46 -31 32 39 -17 -14 58 51 57 43 -2 -41 49 -38 -20 54 -46 -15 -21 -5 -18 -40 -7 -37 -28 -1 -39 -6 -24 -11 -43 right_child=1 2 -4 4 8 6 10 16 11 13 15 27 21 29 -16 33 41 -19 38 20 23 -23 37 -25 -26 -27 53 -29 -30 30 -32 -33 -34 -35 -36 52 42 55 50 40 -42 59 -44 -45 45 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 leaf_value=-0.092322401003206753 10.424719955677888 29.740295617421467 82.904716300964353 2.4612062556185768 1.0116059298742386 0.6007318318431244 1.5181695366092849 5.1393771207566354 8.7842867928964115 0.12910883050209165 12.042071113586426 15.437931531906129 15.647232303619385 1.5916123758069347 7.6179489594035683 3.5001834567895176 2.4112775786852434 14.950810449773615 0.86508155687864163 0.3148881595863085 2.6865819760832763 6.5074534043398771 0.10557462290300934 8.5105644984472359 8.4683870100975032 10.435801169395447 5.2173965066738228 23.068648601713637 3.304915350798534 8.8072390868447048 0.68782488394867292 12.377029041714138 1.9479140625 6.8095081192699833 9.7637765197753907 0.59609826377627584 0.23051091043348979 0.60350255904191019 5.4656143634913024 2.7449556703920717 12.249486782073975 7.3748311050415047 0.78537278231194607 1.9333693262245242 0.091228777169997055 2.8682478492156323 0.71614633175326436 1.9851768944549559 6.1543040847778325 5.6931331620392971 2.1895094787305402 1.2322357405671402 1.7675098470449448 2.9160832352333883 0.029670873253140027 2.2277473128731571 4.2907109040480398 1.9733614647097704 1.754140473908069 4.5691862899065017 leaf_weight=309932 49 30 20 437 21 1209 908 51 27 5934 21 20 32 667 36 141 118 22 631 437 386 22 9559 21 36 40 156 21 223 22 22 27 20 67 20 1346 4124 1072 30 27 20 25 1346 422 7507 46 917 125 20 27 62 837 160 47 13012 67 52 41 51 32 leaf_count=309932 49 30 20 437 21 1209 908 51 27 5934 21 20 32 667 36 141 118 22 631 437 386 22 9559 21 36 40 156 21 223 22 22 27 20 67 20 1346 4124 1072 30 27 20 25 1346 422 7507 46 917 125 20 27 62 837 160 47 13012 67 52 41 51 32 internal_value=0 19.4474 51.0061 -0.0128709 3.62056 -0.0349994 0.896814 2.84382 9.63645 -0.0617473 2.57334 15.1526 7.58674 0.426694 2.04776 5.25173 5.64218 8.19885 0.626587 2.3027 1.63585 11.3399 -0.0748001 2.98708 5.03874 7.46748 3.20836 19.3463 1.87046 1.19796 4.74753 8.41296 7.49029 4.56617 13.3844 0.259077 0.500985 0.17565 1.45106 8.64495 6.78944 3.62656 0.366376 1.29321 -0.0829381 0.108142 1.09936 0.686394 2.62283 3.02238 3.2578 0.854896 0.720551 4.68458 -0.0874071 0.699046 3.34741 0.113552 0.142956 5.79973 internal_weight=0 193 50 362607 2195 360412 10057 1944 251 350355 1396 68 183 9119 1167 229 315 113 8661 1629 969 74 341236 407 109 91 660 41 1131 1628 44 143 116 208 52 7491 7516 10739 1145 96 47 202 5470 1053 330497 7553 1584 562 457 145 92 2046 1506 203 322944 1139 73 9600 5985 57 internal_count=362800 193 50 362607 2195 360412 10057 1944 251 350355 1396 68 183 9119 1167 229 315 113 8661 1629 969 74 341236 407 109 91 660 41 1131 1628 44 143 116 208 52 7491 7516 10739 1145 96 47 202 5470 1053 330497 7553 1584 562 457 145 92 2046 1506 203 322944 1139 73 9600 5985 57 cat_boundaries=0 1 2 3 4 cat_threshold=2072 46 22 2820 is_linear=0 shrinkage=0.01 Tree=43 num_leaves=61 num_cat=9 split_feature=0 2 0 5 1 1 3 3 0 2 1 3 0 11 14 25 1 3 26 2 4 3 3 2 2 0 2 9 24 2 8 25 1 19 8 2 25 10 13 9 25 2 25 9 13 11 25 25 24 4 9 4 3 4 5 10 9 2 8 2 split_gain=7.15972e+08 6.58715e+08 2.85743e+08 2.74447e+08 1.14651e+08 9.09665e+07 4.07761e+07 3.73026e+07 2.48122e+07 2.30716e+07 1.91714e+07 1.94657e+07 1.72304e+07 1.43401e+07 1.12409e+07 1.11974e+07 9.82765e+06 2.37743e+07 9.02182e+06 8.59262e+06 1.29854e+07 8.38528e+06 8.31065e+06 7.62841e+06 7.59131e+06 7.08015e+06 6.91151e+06 6.62388e+06 6.57923e+06 6.30287e+06 6.02232e+06 5.90141e+06 5.66736e+06 5.62716e+06 5.51217e+06 5.20321e+06 4.93943e+06 4.85391e+06 4.64012e+06 3.87655e+06 3.77998e+06 3.70626e+06 3.33483e+06 3.31487e+06 3.27316e+06 3.2468e+06 3.14208e+06 2.93401e+06 2.92232e+06 2.8078e+06 2.78864e+06 2.67875e+06 2.61698e+06 2.55633e+06 2.44984e+06 2.27216e+06 1.93839e+06 1.48907e+06 1.05776e+06 826435 threshold=2778.6210000000005 2682.0900000000006 591.40200000000016 2871.8940000000007 860.12500000000011 137.46340000000004 481.20000000000005 1282.3492500000004 86.808500000000024 723.85250000000008 354.74564000000004 306.80800000000005 86.808500000000024 954.88100000000009 1182.8200000000004 0 1461.4925000000003 815.10500000000013 2022.5000000000002 967.39580000000012 148.05000000000004 171.89580000000004 39.656455000000001 466.01190000000003 624.21400000000006 1275.1415000000002 1107.4580000000003 827.32299999999998 1 3.3459520000000005 912.87025000000017 2 1461.4925000000003 389.51600000000008 265.17450000000002 223.62625000000003 3 172.93750000000003 10.878750000000002 487.08190000000008 4 174.08000000000001 5 754.45500000000004 346.47815000000008 1085.4300000000001 6 7 8 362.02000000000004 27.423750000000002 680.56950000000018 119.71400000000001 862.3225000000001 584.10300000000018 1564.7167200000001 487.08190000000008 131.60043150000004 93.15000000000002 422.31750000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 9 2 2 2 9 2 9 2 2 2 9 9 1 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 5 -3 9 8 12 19 22 15 52 -12 34 27 18 28 24 -18 25 29 -21 42 36 39 33 -9 -13 53 31 32 46 -4 -6 -8 40 50 55 -30 -19 -14 -7 -31 48 -22 -25 -20 -23 -38 -10 57 -24 -37 -2 -11 -26 -1 -36 -17 -51 -44 right_child=1 3 4 -5 7 6 16 14 21 13 11 26 23 -15 -16 49 17 38 45 20 43 30 35 44 54 -27 -28 -29 37 41 -32 -33 -34 -35 56 51 47 -39 -40 -41 -42 -43 59 -45 -46 -47 -48 -49 -50 58 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 leaf_value=0.076863205091413339 3.3974214682102208 26.110882002512614 1.4383888201559745 73.005347433823815 11.948284034729005 0.89735394314061301 1.8944528075361156 8.7084253165835417 1.0251856279877785 3.1001064259510538 20.348888511657716 4.9514048004150393 1.1075709874762141 11.545503385663032 17.834681410789489 0.47767563512652977 15.620565744127546 5.5266100390752158 4.4897294344902035 15.49793563669378 4.170411661148071 2.1150251811652816 0.056704630547788522 2.3682389814548426 3.5275965148004991 15.848708604952185 12.248267030009517 8.366424557277135 1.3642046442981994 0.83464400453814147 5.635701834540213 4.6079639549594793 5.0520345792403587 6.2234649817645549 1.29148229688406 0.87108308865125128 -0.032220532807713982 3.5079882432864267 -0.82840833282470694 2.8439687045299222 0.2189499834855953 4.8315513102864394 0.10540588833970697 8.700379029410227 4.9528686285827126 10.187803453445435 0.79902400093048143 -0.10819082366575672 0.39339580468580937 1.7667335067256804 0.44562579913139871 3.4523828493162645 7.6040558715093702 6.290880853652955 5.7858144913650147 2.5576578099018819 3.191484253803889 2.0617692047006946 4.5017751591022197 1.2426324422359467 leaf_weight=17001 50 24 114 26 22 1023 487 21 932 154 20 25 2090 32 32 466 21 27 20 22 30 255 10026 289 116 41 27 35 404 29 31 278 26 32 288 618 63967 143 20 137 4132 116 3783 35 59 20 753 248198 3575 31 2259 43 21 30 82 37 66 68 26 65 leaf_count=17001 50 24 114 26 22 1023 487 21 932 154 20 25 2090 32 32 466 21 27 20 22 30 255 10026 289 116 41 27 35 404 29 31 278 26 32 288 618 63967 143 20 137 4132 116 3783 35 59 20 753 248198 3575 31 2259 43 21 30 82 37 66 68 26 65 internal_value=0 19.253 -0.0127415 50.496 3.58436 -0.0346488 0.965565 8.32462 -0.0598829 2.48247 8.32883 11.9648 0.754271 5.29253 12.6637 2.02147 3.14149 6.77474 11.0414 6.24807 8.85724 0.447138 -0.0738037 1.42955 2.79691 13.4302 8.74016 4.37885 2.69572 5.07192 1.29436 3.74491 8.21282 2.16137 0.438635 0.174724 -0.0835771 1.89009 2.82235 1.21439 0.355743 4.03217 0.34178 6.60962 2.80644 7.33877 1.16085 -0.092625 0.526024 0.889538 0.128221 1.039 4.64164 3.62034 4.46282 0.0822023 1.64572 0.679395 3.0143 0.124293 internal_weight=0 193 362607 50 2195 360412 8869 414 351543 1781 143 72 8084 251 134 1530 785 68 102 280 87 9394 342149 2575 717 62 52 219 939 193 1039 392 48 519 5509 12946 329203 547 47 2227 5155 145 8355 65 348 40 1008 312165 4507 591 12285 661 71 184 198 17038 354 534 57 3848 internal_count=362800 193 362607 50 2195 360412 8869 414 351543 1781 143 72 8084 251 134 1530 785 68 102 280 87 9394 342149 2575 717 62 52 219 939 193 1039 392 48 519 5509 12946 329203 547 47 2227 5155 145 8355 65 348 40 1008 312165 4507 591 12285 661 71 184 198 17038 354 534 57 3848 cat_boundaries=0 7 8 12 19 24 31 36 43 44 cat_threshold=137659904 134218752 4368 1073741824 4195328 0 132 1062 0 0 4352 1073741824 2147483648 360452 65537 1114832928 578848768 2495768656 2 1082368 512 1049408 67371008 16384 145786368 134514244 68686096 1111491104 12584001 0 128 135299072 0 16 0 4198400 8421508 1048672 2424314068 2214863104 13968 1158 128 6 is_linear=0 shrinkage=0.01 Tree=44 num_leaves=62 num_cat=8 split_feature=0 2 7 0 1 1 3 3 0 2 1 3 2 9 14 25 8 6 0 1 3 0 2 4 6 2 2 7 3 24 1 2 25 1 25 25 2 6 25 7 8 8 7 8 4 10 6 24 3 4 5 3 5 0 25 7 7 12 2 1 8 split_gain=7.01724e+08 6.45607e+08 3.28684e+08 2.801e+08 1.12356e+08 8.91583e+07 3.99642e+07 3.65603e+07 2.4381e+07 2.26069e+07 1.87899e+07 1.90783e+07 1.69887e+07 1.24802e+07 1.10172e+07 1.09826e+07 1.00168e+07 9.8521e+06 2.19476e+07 9.63208e+06 2.33012e+07 8.7221e+06 8.42162e+06 1.2727e+07 8.2612e+06 7.44025e+06 6.77397e+06 6.50856e+06 7.65436e+06 6.46053e+06 6.20797e+06 6.17745e+06 5.78413e+06 5.55458e+06 5.45471e+06 5.43275e+06 5.40548e+06 5.21394e+06 5.03988e+06 4.84276e+06 4.66308e+06 3.92668e+06 3.85911e+06 3.63799e+06 3.5537e+06 3.32967e+06 3.31651e+06 3.14432e+06 3.07746e+06 2.75192e+06 2.65238e+06 2.5649e+06 2.54001e+06 2.51033e+06 2.47319e+06 2.43546e+06 1.83393e+06 1.57922e+06 1.45944e+06 1.0495e+06 1.03671e+06 threshold=2778.6210000000005 2682.0900000000006 1941.9625000000003 591.40200000000016 860.12500000000011 137.46340000000004 481.20000000000005 1282.3492500000004 48.107660000000003 723.85250000000008 354.74564000000004 306.80800000000005 94.257500000000007 754.45500000000004 1182.8200000000004 0 204.15015000000002 898.38705000000004 1519.5755740000002 1461.4925000000003 815.10500000000013 1117.6621800000003 967.39580000000012 148.05000000000004 1324.2200000000003 624.21400000000006 1107.4580000000003 99.402400000000014 1890.7105500000002 1 402.26250000000005 3.3459520000000005 2 1461.4925000000003 3 4 385.09140000000008 1136.6981000000003 5 68.253000000000014 761.67400000000009 912.87025000000017 1941.9625000000003 824.40500000000009 785.57750000000021 1564.7167200000001 652.29725000000008 6 250.65000000000003 362.02000000000004 1312.9050000000002 119.71400000000001 28.890499999999999 24.190470000000001 7 279.22250000000003 203.18550000000002 707.90250000000015 131.60043150000004 469.40400000000005 93.15000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 9 9 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=3 10 -3 5 9 8 12 22 27 15 51 -12 34 37 17 29 35 18 -9 25 -21 -15 31 -24 30 50 -13 38 48 32 -14 33 -5 -6 40 47 56 57 45 -31 -7 -38 -19 -33 -22 -1 -25 -10 -29 58 -8 -2 -40 -36 -37 -27 -18 -11 -17 -26 -51 right_child=1 2 -4 4 7 6 19 14 16 13 11 26 24 21 -16 49 36 42 -20 20 44 -23 23 46 59 55 -28 28 -30 39 -32 43 -34 -35 53 54 41 -39 52 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 60 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 leaf_value=0.073655484559137882 3.3634472541332245 29.056731229146322 81.392510169982913 1.4251649409532547 11.828801271265204 0.83984927959444466 1.9929520301610593 8.0933156837735858 1.6622421232632727 2.9335559088159613 20.145400199890137 4.9018907379150392 1.0038234929593832 5.5607921981811526 17.656334710121154 0.47289887718736423 0.70383606456568304 5.2296483159948277 21.276969372293223 15.464359991891046 5.8537516339619957 13.321206496102471 15.342956342155283 3.8637803671095106 7.3000606250762941 3.2397407359846175 12.125784171863838 0.18993125925870047 6.1620895966616551 1.1099271524886727 2.0714222483343834 3.0647281303491303 4.5634842975685999 5.0015141063470105 0.062947206007216094 0.30512869238549534 2.5397784898741191 7.8484364916483562 -0.097314556644650205 3.0183615154550787 4.5808860565634335 7.2191635038635944 10.740781556665898 6.6980363443735484 0.32288528139774614 3.4078990109761556 8.4475602047066936 0.57825063184664782 1.2370955307971712 1.7490661916425152 5.6210374959309899 7.5280154382614866 0.055595230424285928 0.61947242141685166 0.011931567019364649 5.4619591890970867 1.8222636939257786 5.8716174988519585 2.0411515205046711 4.1746626072838193 4.4567573950840877 leaf_weight=18228 50 30 20 114 22 1663 498 28 332 142 20 25 1667 30 32 466 428 27 23 21 21 28 22 27 22 93 27 4820 22 319 809 108 278 26 2712 7994 97 30 301798 228 34 22 24 37 26 30 38 1478 298 31 21 21 11269 1156 4504 105 223 21 68 21 26 leaf_count=18228 50 30 20 114 22 1663 498 28 332 142 20 25 1667 30 32 466 428 27 23 21 21 28 22 27 22 93 27 4820 22 319 809 108 278 26 2712 7994 97 30 301798 228 34 22 24 37 26 30 38 1478 298 31 21 21 11269 1156 4504 105 223 21 68 21 26 internal_value=0 19.0604 49.991 -0.012611 3.54879 -0.0343008 0.955922 8.24138 -0.0592829 2.45798 8.24554 11.8452 0.746742 5.2396 12.5371 2.00165 0.334117 10.931 14.0389 3.11007 6.70699 9.3072 6.18559 8.76867 1.42812 2.76894 8.65276 -0.0769124 0.276204 2.6694 1.35265 5.0212 3.70897 8.13069 0.438318 0.274324 1.44518 4.01721 -0.0823904 1.87119 0.909443 3.40487 7.82312 3.99185 2.79412 0.0790907 6.54353 0.785123 0.250903 0.880642 2.13975 4.59522 -0.0918076 0.22868 0.199561 4.41819 1.08695 3.31208 0.672601 5.7737 2.98415 internal_weight=0 193 50 362607 2195 360412 8869 414 351543 1781 143 72 8084 251 134 1530 15078 102 51 785 68 58 280 87 2519 717 52 336465 5140 939 2476 193 392 48 5565 14308 770 193 331325 547 1697 119 51 145 47 18258 65 1810 5118 591 519 71 313067 3868 12498 198 651 163 534 43 57 internal_count=362800 193 50 362607 2195 360412 8869 414 351543 1781 143 72 8084 251 134 1530 15078 102 51 785 68 58 280 87 2519 717 52 336465 5140 939 2476 193 392 48 5565 14308 770 193 331325 547 1697 119 51 145 47 18258 65 1810 5118 591 519 71 313067 3868 12498 198 651 163 534 43 57 cat_boundaries=0 7 8 12 17 22 29 30 37 cat_threshold=137659904 134218752 4368 1073741824 4195328 0 132 1062 0 0 4352 1073741824 1081344 1074003968 1053504 1073741824 16384 1081344 134479872 320 37781504 641 2147483648 360452 1 1181942048 41978880 2495768640 2 18 145032736 33892 235933712 1074799137 12588352 0 128 is_linear=0 shrinkage=0.01 Tree=45 num_leaves=58 num_cat=8 split_feature=3 1 0 1 1 1 9 25 0 3 0 1 3 8 16 1 13 8 3 3 6 8 3 25 24 3 1 11 0 25 8 9 25 6 6 14 0 19 0 24 25 0 0 9 25 0 0 1 3 10 1 3 0 12 6 11 0 split_gain=7.20721e+08 6.3859e+08 3.26249e+08 1.35612e+08 8.2386e+07 6.48126e+07 4.80068e+07 3.33798e+07 7.98491e+07 3.09384e+07 2.8896e+07 2.38259e+07 3.42558e+07 2.15937e+07 1.72411e+07 1.63806e+07 1.4738e+07 1.30711e+07 1.2491e+07 1.08605e+07 1.0692e+07 9.53617e+06 8.53967e+06 8.23977e+06 7.43762e+06 6.92564e+06 6.58536e+06 6.26139e+06 6.24331e+06 6.04393e+06 5.67999e+06 5.64657e+06 5.33294e+06 5.14844e+06 4.93056e+06 4.98582e+06 4.06177e+06 3.94342e+06 3.61575e+06 3.42755e+06 3.40087e+06 3.22715e+06 2.91676e+06 2.62441e+06 2.44537e+06 2.42876e+06 2.37758e+06 2.37488e+06 2.31478e+06 2.28224e+06 1.75619e+06 1.69464e+06 1.35643e+06 1.12404e+06 1.00381e+06 842716 229397 threshold=2725.8677800000005 2781.5828000000006 591.40200000000016 860.12500000000011 195.43457000000004 469.40400000000005 1022.5259020000002 0 2778.6210000000005 92.623500000000021 86.808500000000024 1892.2623000000001 1282.3492500000004 271.4876000000001 1188.6000000000001 786.89439000000004 1175.575 1148.5039000000004 52.077999000000005 132.01500000000001 1324.2200000000003 289.16250000000008 36.57898500000001 1 2 132.01500000000001 469.40400000000005 529.78250000000014 1117.6621800000003 3 1017.6571000000002 395.07800000000003 4 152.21900000000002 19.637625000000003 943.12925000000007 1275.1415000000002 518.5485000000001 804.19674500000008 5 6 1519.5755740000002 157.50375000000003 45.111320000000013 7 2778.6210000000005 448.25000000000006 20.860180000000003 109.51753000000001 35.452076000000012 51.897000000000013 250.65000000000003 55.47025750000001 556.80950000000018 381.14500000000004 401.02700000000004 5.882454000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 9 2 2 2 2 2 2 1 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 4 7 10 49 -7 8 16 23 22 12 34 -3 18 27 17 -4 -13 45 -14 32 29 30 55 -26 41 40 -20 31 42 -1 39 43 38 -36 -28 48 -5 -12 -11 -21 -6 -24 -31 50 -29 -34 -23 56 -9 -35 53 -25 -54 -17 -2 right_child=1 13 3 11 9 6 -8 19 -10 15 21 14 20 -15 -16 24 -18 -19 28 26 -22 37 33 52 25 -27 36 46 -30 44 -32 -33 47 51 35 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 54 -55 -56 -57 -58 leaf_value=0.063313502597156693 2.1895031242370608 60.254624439586294 2.7739279749953507 3.3280088245868682 0.80804058509234711 10.304943424616104 29.058568892706006 0.42256407777549293 18.188069102638647 1.82314790527464 2.0367703798031194 15.499184145540806 17.143256241050928 46.24368046413769 20.485857770919804 1.0446531320928218 10.125305340059342 8.2113279011909004 12.161363430023194 1.5193653191838945 8.0681765031814585 0.93755611148525464 0.060435740189263072 0.043818246172649657 10.540288727056414 4.5525563917714038 3.9311873957575587 2.9577526525843063 6.8729088287353512 -0.025741658693306583 5.9393783601125083 1.4659251970769613 0.16966742230965856 0.55631223657313211 3.1882073734502878 7.6595529769361024 9.1034148441661493 6.0508749843779057 8.1133799092610666 0.713124705874427 0.83700413961812292 5.1111993283238908 1.7639839424284713 0.48095191511127061 -0.10378835425655542 -1.7886821663670425 6.1828926255967884 0.54837809330106746 2.317846774937939 5.6141234974861138 1.6232920489046307 1.3984068029047398 0.54661709793093727 2.2683179322532987 2.5269789029933789 3.1175561992645267 0.8267769354865665 leaf_weight=20978 30 22 745 20 1310 39 21 491 38 1033 224 37 37 22 20 91 31 47 34 182 20 244 11322 1834 21 241 49 149 65 47459 24 291 5401 727 113 32 22 21 75 1616 622 29 422 1708 261364 41 27 2388 242 20 162 356 492 23 27 25 21 leaf_count=20978 30 22 745 20 1310 39 21 491 38 1033 224 37 37 22 20 91 31 47 34 182 20 244 11322 1834 21 241 49 149 65 47459 24 291 5401 727 113 32 22 21 75 1616 622 29 422 1708 261364 41 27 2388 242 20 162 356 492 23 27 25 21 internal_value=0 20.2881 -0.0106654 3.75189 -0.0345542 9.2172 16.8687 2.54345 3.96962 1.09523 -0.0547719 8.65235 6.99024 53.2492 11.8167 2.05056 3.36135 3.0966 10.5419 1.23202 13.959 0.471468 -0.0702684 0.584506 3.94581 4.84747 2.89948 1.6593 8.68915 -0.0805676 1.10163 0.0824651 0.401085 0.170622 5.33515 4.17499 5.53385 1.80819 7.10593 0.884403 1.4686 2.01303 1.04096 0.115558 -0.0917956 0.572214 3.45252 0.285408 1.62486 2.75113 0.720448 0.833123 0.196856 0.0713699 0.649642 1.37303 1.62838 internal_weight=0 175 362972 2290 360682 131 60 1837 861 6341 354341 453 297 44 156 2209 823 792 136 976 57 10136 344205 4132 378 262 282 1831 99 330092 1756 21269 9629 14113 240 145 71 507 95 1840 1655 211 1732 13030 308823 694 176 7789 486 71 653 1083 2376 1857 519 116 51 internal_count=363147 175 362972 2290 360682 131 60 1837 861 6341 354341 453 297 44 156 2209 823 792 136 976 57 10136 344205 4132 378 262 282 1831 99 330092 1756 21269 9629 14113 240 145 71 507 95 1840 1655 211 1732 13030 308823 694 176 7789 486 71 653 1083 2376 1857 519 116 51 cat_boundaries=0 5 11 12 18 24 25 32 38 cat_threshold=9470464 134217728 272 1073741824 4210688 3180032 1074005504 4416 1074003968 4198400 16384 204 3767533568 98308 268435457 1181745184 42109456 2223007824 1082368 134479872 67109200 33554432 8388609 64 2 68191744 1208254464 135794944 1 4194304 0 128 32772 1310784 2155880148 2147960320 537932800 268567682 is_linear=0 shrinkage=0.01 Tree=46 num_leaves=55 num_cat=9 split_feature=2 4 0 12 1 0 1 4 25 0 2 5 0 14 2 0 8 6 2 7 7 8 25 13 4 7 5 9 5 14 8 2 25 25 1 8 12 1 1 8 24 2 0 25 7 4 6 24 2 24 7 25 0 6 split_gain=7.61125e+08 7.14507e+08 2.88807e+08 2.62478e+08 1.10105e+08 8.22124e+07 6.71709e+07 6.37191e+07 4.04382e+07 8.17843e+07 5.33599e+07 2.66629e+07 2.50523e+07 2.25786e+07 2.15063e+07 2.01553e+07 1.99189e+07 1.89218e+07 1.33277e+07 1.23384e+07 1.12084e+07 1.02915e+07 9.21851e+06 8.80947e+06 8.2267e+06 7.5306e+06 8.75679e+06 8.21506e+06 6.87433e+06 6.67151e+06 6.253e+06 6.14515e+06 5.64502e+06 5.13933e+06 5.1379e+06 4.85089e+06 4.5269e+06 4.33766e+06 4.17268e+06 3.76025e+06 3.6853e+06 3.38211e+06 2.66092e+06 2.31082e+06 2.12126e+06 2.03873e+06 1.80977e+06 1.60301e+06 1.52752e+06 1.33242e+06 1.18352e+06 1.00759e+06 537768 960285 threshold=2682.0900000000006 2693.9010000000007 474.29950500000001 85.709000000000017 860.12500000000011 887.79240000000016 195.43457000000004 26.256000000000004 0 2778.6210000000005 27.046500000000005 2871.8940000000007 46.386307500000008 1182.8200000000004 104.01000000000001 1884.2950000000003 1017.6571000000002 1000.0509250000001 1107.4580000000003 462.97950000000009 610.83000000000004 168.16500000000005 1 1175.575 19.090500000000002 28.915000000000003 1561.8224400000001 395.07800000000003 1.9539000000000002 680.43750000000011 761.67400000000009 385.09140000000008 2 3 786.89439000000004 1581.7937000000002 266.68300000000005 786.89439000000004 631.04475000000014 912.87025000000017 4 131.60043150000004 2778.6210000000005 5 49.522980000000011 197.22700000000003 10.481 6 160.20298100000002 7 712.24900000000014 8 190.45082400000004 44.980991500000009 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 1 2 2 9 2 2 2 1 2 1 2 9 2 2 left_child=2 5 6 -3 8 52 12 -7 9 16 -11 13 25 18 22 -9 23 -15 28 -18 35 33 30 -4 -20 32 27 -27 -6 41 37 44 49 40 45 38 -36 -8 -16 -33 -14 42 -10 -34 -23 -22 51 -43 -35 -1 -48 -24 53 -2 right_child=1 3 4 -5 11 7 14 15 29 10 -12 -13 21 17 20 -17 19 -19 24 -21 34 31 46 -25 -26 26 -28 -29 -30 -31 -32 39 43 48 36 -37 -38 -39 -40 -41 -42 47 -44 -45 -46 -47 50 -49 -50 -51 -52 -53 -54 -55 leaf_value=0.38877708333755923 2.1139489577876196 31.99508583341326 2.4870597635595888 78.152494312633166 6.6629979025816715 31.085120929536366 0.96703410752654084 16.543549917538961 0.50850160481218709 27.866024774583902 5.2973592109680183 16.001371483080316 1.0492642239046839 6.8917045358511118 1.260569295118344 3.443469696044922 3.0286775919324476 18.956206266696636 14.402002672467914 10.438328686107289 1.3589206342785449 0.38526366953127694 0.39180397341128659 8.2622407588252322 7.5345528622969846 0.11347582148133124 5.3900723129510881 1.8248623003901505 3.5652850837707519 5.6210018253326419 5.9921746182441709 2.3799164544639551 -0.027121630616389815 0.083895473696513997 8.465844481541561 6.0463063247998559 3.39100359918084 2.7549388664922896 2.3972363434897335 6.4402806391034817 0.37883705247000377 2.543954655594296 -2.3441203417497523 -0.10405888525462237 1.3422609815906745 3.7877293768183637 0.63885554303453396 0.67932176520747523 0.63451350907076187 0.068278624341324326 2.6754498208363851 -0.049197619762452752 2.9756843314852035 -0.53791590116240762 leaf_weight=1408 36 28 1215 22 119 21 1000 24 855 22 20 33 1002 26 1409 23 38 26 21 55 54 383 840 27 103 12362 32 287 180 28 28 123 45888 8648 39 24 32 157 419 28 4637 116 34 262504 586 96 584 114 535 15456 30 1327 21 22 leaf_count=1408 36 28 1215 22 119 21 1000 24 855 22 20 33 1002 26 1409 23 38 26 21 55 54 383 840 27 103 12362 32 287 180 28 28 123 45888 8648 39 24 32 157 419 28 4637 116 34 262504 586 96 584 114 535 15456 30 1327 21 22 internal_value=0 19.6498 -0.0115391 52.3043 3.06185 8.54279 -0.0374297 16.6034 2.20693 3.35476 17.119 7.30953 -0.0552759 6.70567 1.00833 10.1329 2.94686 12.924 5.94125 7.41073 1.83376 0.332109 0.576892 2.61261 8.69759 -0.0735506 0.165524 0.152306 4.79815 0.792767 1.31158 1.25641 -0.0828715 0.262266 3.96237 1.57975 6.17859 1.20965 1.52111 3.13283 0.499613 0.679038 0.399402 -0.0926121 0.964005 2.91336 0.258191 1.75989 0.115848 0.0952521 0.738363 0.12333 1.60452 1.10807 internal_weight=0 197 362950 50 3032 147 359918 68 2524 1377 42 508 353879 475 6039 47 1335 52 423 93 2073 15942 3966 1242 124 337937 12681 12649 299 1147 1185 1120 325256 14822 221 1852 71 1157 1828 151 5639 1119 889 308392 969 150 2781 230 9183 16864 614 2167 79 58 internal_count=363147 197 362950 50 3032 147 359918 68 2524 1377 42 508 353879 475 6039 47 1335 52 423 93 2073 15942 3966 1242 124 337937 12681 12649 299 1147 1185 1120 325256 14822 221 1852 71 1157 1828 151 5639 1119 889 308392 969 150 2781 230 9183 16864 614 2167 79 58 cat_boundaries=0 6 10 16 21 22 28 29 30 37 cat_threshold=9487872 134219264 67113232 1073741824 4210688 16384 1083008 1073741824 336 1073741824 1611661312 98308 1 1181745184 42110464 2223007824 137399808 134512644 67113280 1073774592 12584064 18 32772 262208 2425363156 2147960320 537931792 272761984 2158 1 67108864 295936 167776768 2221146113 4199680 0 4 is_linear=0 shrinkage=0.01 Tree=47 num_leaves=57 num_cat=9 split_feature=2 3 0 12 1 0 1 25 0 2 3 10 3 0 8 14 2 1 7 0 8 0 15 25 24 1 7 3 7 8 14 15 2 25 7 25 1 8 24 5 2 6 2 6 2 25 0 7 2 25 9 26 6 0 6 25 split_gain=7.45978e+08 7.22711e+08 2.83079e+08 2.48815e+08 1.07908e+08 8.1212e+07 6.58349e+07 4.00934e+07 8.02075e+07 5.22981e+07 3.78078e+07 3.54819e+07 2.49379e+07 2.45548e+07 1.91623e+07 1.60252e+07 1.51189e+07 1.46973e+07 1.1639e+07 1.02e+07 1.00865e+07 8.82655e+06 7.91713e+06 7.89053e+06 7.47007e+06 2.11303e+07 7.38073e+06 1.08059e+07 8.02058e+06 7.33348e+06 6.44069e+06 6.40786e+06 6.02286e+06 5.53284e+06 5.08785e+06 5.04069e+06 5.00455e+06 3.68542e+06 3.49584e+06 3.38772e+06 3.33962e+06 3.21798e+06 3.2179e+06 3.00435e+06 2.79096e+06 2.26499e+06 2.25576e+06 2.07905e+06 1.42696e+06 1.35873e+06 1.33969e+06 1.31405e+06 1.04798e+06 762020 1.34458e+06 567197 threshold=2682.0900000000006 2725.8677800000005 474.29950500000001 85.709000000000017 860.12500000000011 887.79240000000016 195.43457000000004 0 2778.6210000000005 27.046500000000005 991.56000000000017 484.16250000000002 92.623500000000021 46.386307500000008 1017.6571000000002 1182.8200000000004 1107.4580000000003 786.89439000000004 462.97950000000009 2778.6210000000005 168.16500000000005 1117.6621800000003 658.42365500000005 1 2 1461.4925000000003 28.915000000000003 1890.7105500000002 29.384150000000005 1017.6571000000002 860.52100000000007 1141.8240000000003 385.09140000000008 3 378.97500000000008 4 1256.4300000000001 912.87025000000017 5 166.61900000000003 624.21400000000006 898.38705000000004 131.60043150000004 698.40204000000006 1468.575 6 2778.6210000000005 49.522980000000011 63.182200000000009 7 196.06150000000002 2022.5000000000002 403.63375000000008 190.45082400000004 44.980991500000009 8 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 9 2 9 2 2 1 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 9 left_child=2 5 6 -3 7 53 13 8 14 -10 19 -7 23 26 30 16 36 34 -16 31 35 -18 42 29 25 -19 33 28 -28 41 -4 44 47 51 40 38 -12 -34 -15 -36 -14 -8 46 -26 -6 -35 -9 -22 55 -37 -44 -1 -50 54 -2 -25 right_child=1 3 4 -5 10 11 12 22 9 -11 15 -13 17 20 18 -17 21 24 -20 -21 32 -23 -24 48 43 -27 27 -29 -30 -31 -32 -33 37 45 39 49 -38 -39 -40 -41 -42 -43 50 -45 -46 -47 -48 -49 52 -51 -52 -53 -54 -55 -56 -57 leaf_value=0.18125947433910544 1.9405492379858689 32.622176169033708 2.4430653208986977 77.219909480701787 3.9669649783817551 22.638068229116893 0.97124433147208922 0.48454076695484233 27.587364837473089 5.2443856163024911 9.6090597216288245 7.8024870245797295 1.1260846044826058 1.0124593005889582 2.998390760170786 16.750324984370053 16.759623150003367 3.6282613166173299 10.168673184258598 11.76390381899747 0.38141103100372042 9.799038528520235 7.004269935607911 0.27326240769737892 1.8531918431676571 13.074848339908263 2.8768956149585554 6.6040420356163612 0.12738945604847604 7.1210130615234384 6.1058344187736511 9.9092432785034177 2.3561172888191737 -0.02684993211832638 1.2624852398066846 0.19727343668745664 3.9322435452924531 6.3758777713775636 0.37200564480487858 3.5104808328300714 2.8267230309276132 4.8234644243933937 1.1894176458553145 4.788557587970387 7.2428640641837285 -0.10301901416505788 -2.1060243617466519 1.3288383679137701 0.55671695782244213 -0.063556136138596453 2.8290785824762632 0.0046927509667733349 2.4870406530300775 2.9946394604728335 -1.1812712745233016 -0.069784658426311166 leaf_weight=8564 37 29 1205 22 252 38 1515 848 22 20 24 28 1272 1042 38 37 29 78 56 22 383 49 20 801 168 34 107 26 12548 20 50 22 123 45890 103 5961 44 28 4820 192 127 22 157 44 29 262502 35 586 450 2999 73 8300 30 21 22 1183 leaf_count=8564 37 29 1205 22 252 38 1515 848 22 20 24 28 1272 1042 38 37 29 78 56 22 383 49 20 801 168 34 107 26 12548 20 50 22 123 45890 103 5961 44 28 4820 192 127 22 157 44 29 262502 35 586 450 2999 73 8300 30 21 22 1183 internal_value=0 19.4533 -0.0114222 51.8604 3.03134 8.13299 -0.0370549 2.18499 3.31505 16.9479 7.23643 16.3442 0.998257 -0.0547226 2.91517 10.872 9.38232 1.90535 7.27005 5.18932 0.328797 12.3869 0.761615 0.543016 3.85673 5.96352 -0.072815 0.163868 0.150637 1.09762 2.58899 4.71195 1.24385 -0.0820427 1.53213 0.259653 5.93583 3.1015 0.48738 2.72559 1.28047 1.02638 0.656281 2.3515 4.30505 -0.091686 0.381857 0.954365 0.187347 0.109998 1.70983 0.0943022 0.677362 1.35875 0.776481 0.0697393 internal_weight=0 197 362950 51 3032 146 359918 2524 1391 42 508 66 6039 353879 1349 183 146 2018 94 325 15942 78 1133 4021 324 112 337937 12681 12655 1557 1255 303 1120 325256 1694 14822 68 151 5862 295 1399 1537 1113 212 281 308392 883 969 2464 8960 230 16864 480 80 59 1984 internal_count=363147 197 362950 51 3032 146 359918 2524 1391 42 508 66 6039 353879 1349 183 146 2018 94 325 15942 78 1133 4021 324 112 337937 12681 12655 1557 1255 303 1120 325256 1694 14822 68 151 5862 295 1399 1537 1113 212 281 308392 883 969 2464 8960 230 16864 480 80 59 1984 cat_boundaries=0 6 11 12 18 23 24 30 37 44 cat_threshold=9750016 134219264 67113232 1073741824 4210688 16384 1082880 1074004480 4416 1074003968 4198400 801 1611661312 98308 1 1181745184 42110464 2223007824 137399808 134512644 68161856 1073774593 12584064 18 32772 262208 2425363156 2147960320 537931793 268567680 75841572 1083180896 167772688 68427776 78145 2 192 2424960 33856 35127824 2153775104 8389888 256 68 is_linear=0 shrinkage=0.01 Tree=48 num_leaves=48 num_cat=7 split_feature=0 4 0 5 6 0 11 25 0 9 12 6 6 5 7 7 8 8 5 15 25 25 25 0 0 11 7 6 7 9 8 7 4 9 5 6 24 0 11 25 8 8 9 7 20 25 4 split_gain=6.75178e+08 3.6422e+08 2.67479e+08 1.60246e+08 9.05811e+07 6.11283e+07 4.55606e+07 3.81822e+07 3.36241e+07 2.99992e+07 2.95388e+07 2.52974e+07 1.87258e+07 1.85e+07 1.78201e+07 1.48751e+07 1.28361e+07 1.27099e+07 9.88182e+06 8.96221e+06 8.48582e+06 7.72079e+06 7.19431e+06 2.21662e+07 6.8982e+06 6.83088e+06 6.37709e+06 6.37407e+06 5.8101e+06 5.29708e+06 4.90897e+06 4.49884e+06 4.43534e+06 4.11803e+06 4.04786e+06 3.95639e+06 3.90059e+06 3.31082e+06 3.2239e+06 3.0291e+06 2.92596e+06 2.80094e+06 2.71047e+06 2.55849e+06 2.49144e+06 1.41958e+06 1.30664e+06 threshold=2778.6210000000005 2693.9010000000007 474.29950500000001 2871.8940000000007 652.29725000000008 104.01000000000001 2105.5980000000004 0 1275.1415000000002 2854.0889000000006 122.64750000000002 270.75475000000006 7.9582500000000005 2871.8940000000007 76.508500000000012 5.0069090000000012 1017.6571000000002 1148.5039000000004 206.28168000000002 610.65000000000009 1 2 3 992.19979999999998 1884.2950000000003 182.83984000000004 462.97950000000009 1937.6795000000002 762.97500000000002 613.5367500000001 912.87025000000017 287.701075 40.028000000000013 395.07800000000003 1561.8224400000001 172.95650000000003 4 137.52300000000002 263.21000000000004 5 1017.6571000000002 168.16500000000005 712.7850000000002 610.83000000000004 16.038500000000003 6 378.84625000000011 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 9 2 left_child=2 12 5 -3 7 9 13 8 22 14 -11 20 -2 16 21 24 27 26 35 39 31 33 23 -4 -10 -19 38 -6 -14 -18 -17 36 -23 -1 -20 -16 -7 -28 -13 43 -24 45 -33 -9 -41 -22 -43 right_child=1 3 4 -5 6 11 -8 19 15 10 -12 17 28 -15 18 30 29 25 34 -21 41 32 40 -25 -26 -27 37 -29 -30 -31 -32 42 -34 -35 -36 -37 -38 -39 -40 44 -42 46 -44 -45 -46 -47 -48 leaf_value=0.041272397384438345 13.159171046088723 23.381720446833857 3.0975787624029012 57.834713841191046 3.7459469109923904 1.4117992589040531 17.390072092887685 1.4087596638397062 7.3939560107180942 0.98932138369633604 17.154235328674318 1.1539722047099228 2.2910603097768929 13.950959333692278 0.1888301453001649 2.329166131258011 5.3768628213463767 10.114217374078159 1.1909535785206833 7.0663257600863778 -0.11918949484676679 -0.095617633236392927 2.2373323604196846 13.759335816640121 12.045033527165652 3.6697825650164959 7.2847681027367006 8.1073613374661182 8.6118933706572562 9.8165509802255873 7.7941258777271623 1.8943823314441071 0.12268811426290628 1.0267335318460642 4.1970767179448556 0.92802001069028239 0.61659463204366538 3.0876939482728862 2.7628809183090928 0.413785754773772 5.1490485933091907 0.9186001647748967 5.5488102418726148 4.7023159317016603 3.3037454358993039 0.33963745296633091 2.6571780217423733 leaf_weight=45876 85 27 78 27 238 905 39 417 95 26 20 562 26 28 6428 65 41 29 954 24 793 285786 835 26 48 38 21 39 33 78 22 262 9620 428 47 816 2121 179 160 791 36 367 22 25 31 4484 49 leaf_count=45876 85 27 78 27 238 905 39 417 95 26 20 562 26 28 6428 65 41 29 954 24 793 285786 835 26 48 38 21 39 33 78 22 262 9620 428 47 816 2121 179 160 791 36 367 22 25 31 4484 49 internal_value=0 18.4603 -0.0109251 40.6082 2.9849 -0.0355246 7.04688 2.23051 3.50317 -0.057542 8.01754 0.735703 10.1548 6.0955 -0.0586034 6.97154 5.54006 2.25383 0.400788 1.00487 0.568934 -0.0696879 2.72092 5.25749 8.95516 6.45916 1.94823 4.36001 5.82644 8.28691 3.71111 0.971133 -0.0885054 0.0503704 1.3321 0.272096 0.861123 3.52839 1.51052 0.89773 2.33092 0.332798 2.17747 1.55976 0.516491 0.271105 1.12338 internal_weight=0 198 362949 54 2956 359993 463 2493 1205 350001 46 9992 144 424 349955 230 396 989 8245 1288 9003 341710 975 104 143 67 922 277 59 119 87 3310 295406 46304 1001 7244 3026 200 722 1264 871 5693 284 442 822 5277 416 internal_count=363147 198 362949 54 2956 359993 463 2493 1205 350001 46 9992 144 424 349955 230 396 989 8245 1288 9003 341710 975 104 143 67 922 277 59 119 87 3310 295406 46304 1001 7244 3026 200 722 1264 871 5693 284 442 822 5277 416 cat_boundaries=0 6 11 17 23 24 31 37 cat_threshold=3196416 512 67109136 1073741824 4210688 16384 70288384 134217728 67113280 1073741824 12582912 3230695424 98372 4160 1182007328 8556032 2223007808 1048576 0 16 0 0 16384 22 134479872 1208222720 135794688 1 8389632 0 4 1611149696 85983250 276827140 2724333570 536895488 384 is_linear=0 shrinkage=0.01 Tree=49 num_leaves=62 num_cat=7 split_feature=2 4 0 12 2 0 4 0 25 0 2 2 14 6 0 6 7 7 0 0 4 8 5 5 5 25 25 8 9 7 12 6 2 7 2 7 8 6 10 5 4 15 2 0 4 4 10 25 4 25 25 2 0 12 16 0 2 24 7 0 6 split_gain=7.21843e+08 6.82956e+08 2.71288e+08 2.53235e+08 9.42216e+07 7.76407e+07 6.21202e+07 5.98183e+07 4.87494e+07 5.6891e+07 6.56008e+07 2.93636e+07 2.73744e+07 1.98961e+07 1.97705e+07 1.86568e+07 1.67737e+07 1.5507e+07 1.40583e+07 1.15398e+07 1.01132e+07 9.68895e+06 8.68842e+06 8.35163e+06 7.7608e+06 7.4775e+06 6.13973e+06 5.76592e+06 5.58229e+06 4.39812e+07 5.26928e+06 7.30763e+06 4.85451e+06 4.47391e+06 4.27812e+06 3.88602e+06 3.8701e+06 3.75191e+06 3.56328e+06 3.42966e+06 7.99759e+06 3.42149e+06 3.19551e+06 2.73401e+06 2.72658e+06 2.70309e+06 2.66518e+06 2.30206e+06 2.24583e+06 2.03989e+06 2.02199e+06 1.99726e+06 1.85322e+06 1.82288e+06 1.73827e+06 1.67507e+06 1.51409e+06 1.35947e+06 974131 506608 987266 threshold=2682.0900000000006 2693.9010000000007 474.29950500000001 85.709000000000017 1107.4580000000003 887.79240000000016 26.256000000000004 86.808500000000024 0 2778.6210000000005 27.046500000000005 385.09140000000008 1182.8200000000004 1000.0509250000001 1884.2950000000003 652.29725000000008 485.08750000000003 88.405000000000015 1117.6621800000003 992.19979999999998 172.56650000000002 912.87025000000017 7.7340000000000009 206.28168000000002 1908.1960000000001 1 2 1017.6571000000002 395.07800000000003 28.915000000000003 452.93529999999998 420.87650000000008 1468.575 519.7600000000001 55.453750000000007 365.31653000000006 912.87025000000017 270.75475000000006 303.56000000000006 1561.8224400000001 209.38800000000003 99.307000000000002 62.166250000000012 286.09000000000009 1292.0010000000002 322.53850000000006 856.19400000000007 3 104.01000000000001 4 5 178.70173000000003 8.9635000000000016 371.74280000000005 60.367000000000012 747.41500000000008 86.817500000000024 6 118.12850000000002 190.45082400000004 44.980991500000009 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 9 2 2 2 2 2 2 1 2 2 2 left_child=2 5 7 -3 8 59 -7 17 9 12 -11 20 18 19 -8 -14 -15 25 -4 41 26 33 -21 42 27 28 36 -18 51 -30 31 -23 -24 45 52 57 -9 -35 49 44 -41 55 46 -37 -25 -13 -19 -44 -36 54 -28 -1 -27 58 -10 -6 -51 -22 -40 60 -2 right_child=1 3 4 -5 13 6 14 11 38 10 -12 21 15 16 -16 -17 24 23 -20 22 35 30 32 39 -26 34 50 -29 29 -31 -32 -33 -34 37 48 43 -38 -39 53 40 -42 -43 47 -45 -46 -47 -48 -49 -50 56 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 leaf_value=0.02937964392530127 2.0724790748291544 31.113011395590647 2.3317067199477459 76.450369914661749 0.79107458932059149 30.409175672985256 16.070665057500204 0.90518965328077994 1.1657270078834849 23.179605122227823 2.7683794569969176 1.3628068751531972 3.5688722464671505 3.9915885469187864 3.0962358424974528 14.973237030506134 8.5478054666519174 0.13703519484897453 4.6286743128747609 12.135711406946182 1.4957779580268307 3.4849716622179203 3.738450167973836 1.0497193146619093 17.512700057029726 -0.10080312584014114 0.41530021879695306 14.957342450141908 0.42094975036697968 14.644197346023891 1.9611407968272334 11.249109169288918 9.0483825036251186 1.8467492042738816 0.084264791047483675 1.623794947654609 5.2258652187529062 5.2239564935784584 3.158825345039368 7.8434400894165037 -0.15535438995361328 6.7333548122903579 1.5889517039902072 3.8236371614644815 4.3383882691310003 2.7131161418648544 2.3504346971511842 0.49423903994983748 0.63579735964640649 0.13021832837758385 0.086040026425583851 0.42619054104825227 -0.0010775602888853245 4.7447106473199252 4.2466965389251712 4.2211433903376268 1.3638208390097333 0.76288593296647789 0.47531316764893072 2.8652650383540563 -0.61638310432434085 leaf_weight=41933 36 28 1159 22 35 21 24 1618 217 31 32 493 26 23 23 32 32 4995 346 40 473 22 36 830 32 269406 4591 25 397 23 23 27 33 58 7099 149 21 76 24 25 25 23 245 91 26 212 55 940 824 665 3168 1308 20019 29 20 24 117 746 31 21 22 leaf_count=41933 36 28 1159 22 35 21 24 1618 217 31 32 493 26 23 23 32 32 4995 346 40 473 22 36 830 32 269406 4591 25 397 23 23 27 33 58 7099 149 21 76 24 25 25 23 245 91 26 212 55 940 824 665 3168 1308 20019 29 20 24 117 746 31 21 22 internal_value=0 19.136 -0.0112318 51.0614 2.96748 8.27702 16.1103 -0.0363249 2.38009 3.47375 12.812 0.664883 3.11958 8.25791 9.72148 9.86094 11.6043 -0.0600268 2.85978 6.29566 0.520187 2.38933 8.42761 0.401168 13.5716 -0.0696846 0.399933 11.359 0.0525147 1.19984 5.90974 7.76317 6.27798 2.08722 -0.0876265 1.29479 0.954724 3.76218 0.729741 1.29831 3.84404 3.46173 0.270806 2.4579 1.14961 1.76886 0.161142 0.738152 0.141625 0.573169 0.281147 0.0413828 -0.0939053 2.71599 1.368 2.18636 0.310811 1.06579 1.6463 1.53442 1.05257 internal_weight=0 197 362950 50 3032 147 68 359918 2729 1626 63 11768 1563 303 47 58 112 348150 1505 191 10857 911 109 7141 89 341009 9398 57 43661 420 72 49 69 839 297348 1459 1639 134 1103 906 50 82 6235 240 856 705 5050 1185 7923 1019 7759 43241 289425 84 237 59 782 1219 55 79 58 internal_count=363147 197 362950 50 3032 147 68 359918 2729 1626 63 11768 1563 303 47 58 112 348150 1505 191 10857 911 109 7141 89 341009 9398 57 43661 420 72 49 69 839 297348 1459 1639 134 1103 906 50 82 6235 240 856 705 5050 1185 7923 1019 7759 43241 289425 84 237 59 782 1219 55 79 58 cat_boundaries=0 6 12 17 24 31 38 39 cat_threshold=145802752 134218752 67113232 1073807360 4210688 16384 1083211776 98308 4176 1182007328 8556032 2491443264 68190208 134479936 67109120 0 8388608 1081344 64 4096 0 0 0 128 262144 1073741828 135790592 1 8393728 0 4 144721412 1073776132 135794704 1074790400 4195648 0 192 2400 is_linear=0 shrinkage=0.01 Tree=50 num_leaves=60 num_cat=11 split_feature=3 4 0 12 2 25 2 0 0 2 3 0 3 2 5 6 3 0 7 2 25 2 3 5 0 0 25 0 2 14 11 24 6 6 2 25 11 25 4 0 25 3 25 3 13 25 4 11 25 0 15 24 16 26 3 5 5 3 3 split_gain=7.51082e+08 7.69499e+08 2.68405e+08 1.78703e+08 7.38158e+07 6.83605e+07 5.05867e+07 5.15511e+07 4.23828e+07 3.71961e+07 3.52724e+07 2.0552e+07 1.66678e+07 1.47359e+07 1.41888e+07 1.42385e+07 1.06864e+07 9.85688e+06 8.48718e+06 8.35641e+06 7.15295e+06 6.98414e+06 6.73533e+06 5.82791e+06 5.64895e+06 5.36535e+06 4.91306e+06 4.85526e+06 4.6543e+06 4.37969e+06 4.29828e+06 4.01674e+06 3.56925e+06 3.37e+06 3.18393e+06 2.87609e+06 2.59034e+06 2.49104e+06 4.42733e+06 2.48515e+06 2.317e+06 2.28543e+06 2.19031e+06 2.12431e+06 2.10709e+06 1.90515e+06 1.35256e+06 1.23871e+06 1.19027e+06 1.08975e+06 947818 844005 674103 726423 1.64419e+06 889324 578305 494680 360117 threshold=2725.8677800000005 2693.9010000000007 591.40200000000016 85.709000000000017 148.53650000000002 0 1827.1555000000001 2778.6210000000005 531.22050000000013 11.905750000000003 109.51753000000001 75.313750000000013 1118.1025000000002 1468.575 584.10300000000018 1937.6795000000002 284.84010000000006 1519.5755740000002 610.83000000000004 723.85250000000008 1 2682.0900000000006 45.215913000000008 622.44110000000012 1884.2950000000003 13.740500000000003 2 39.074400000000004 170.26100000000005 17.880400000000002 254.38525000000004 3 551.27100000000007 698.40204000000006 22.675479000000003 4 577.50480000000005 5 347.81250000000006 179.43550000000002 6 14.522500000000003 7 1118.1025000000002 724.06940000000009 8 131.25750000000002 263.21000000000004 9 2778.6210000000005 40.340500000000013 10 188.27500000000001 2022.5000000000002 33.667500000000011 194.43750000000003 259.98675000000009 318.67100000000011 4.5990000000000011 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 1 2 2 2 9 2 9 2 2 9 2 9 2 2 9 2 2 9 2 2 1 2 2 2 2 2 2 2 left_child=2 8 4 -3 11 6 7 12 34 -9 25 22 19 -10 18 23 -8 -14 27 -4 31 43 26 -16 -23 37 41 -12 46 -20 35 39 42 -11 -2 -24 -33 38 -6 -13 -28 -1 -22 -18 45 -27 49 -46 -39 51 -32 -7 53 54 -30 -55 -34 58 -48 right_child=1 3 5 -5 10 28 16 9 13 33 14 20 17 -15 15 -17 21 -19 29 -21 32 24 30 -25 -26 44 40 -29 52 -31 50 36 56 -35 -36 -37 -38 48 -40 -41 -42 -43 -44 -45 47 -47 57 -49 -50 -51 -52 -53 -54 55 -56 -57 -58 -59 -60 leaf_value=0.047343070205771699 0.6654612034745514 37.072870227495827 2.8655122355782257 76.530233813199132 0.78912528596346887 0.71764084481316459 4.2960013656616214 19.247659413105733 8.3121062905447829 2.8762344152277168 0.73747526596501545 1.0495062637472885 4.9652998646867017 19.09267310142517 7.2563029332314777 11.186940634354301 7.5091645081837974 10.51778453323306 4.8973701129115632 5.0261622835403168 0.35857317540505579 17.920257902145387 0.34886083306366128 2.7400652209177414 11.059168018159411 1.1536178478439056 -0.026887404175069813 1.7303256312727167 4.3863471626512931 1.8258477345036297 0.88744851577281947 0.55737520709361632 1.3701582980228633 8.4112503190474079 4.9214778470993039 0.016212374350920697 2.9067038131246763 0.32201041486738624 5.579803466796875 2.503009054317396 -0.10012245155753868 0.83404144144217174 0.039188654116956802 11.716609694163006 1.331474313914776 0.49494347014235424 1.8613180647293726 4.8088490804036459 -0.063777122310248305 -1.9466953815113415 2.0141166331452771 -0.13007943157564639 3.8212426074345904 2.2084971912090596 1.5904248346336958 -0.12741282190595354 2.7263220876572176 2.735751429966518 0.04443208980560303 leaf_weight=24197 32 24 980 22 237 245 20 37 21 22 796 228 92 32 31 23 24 49 107 219 5790 28 4059 365 21 896 52103 1292 33 82 195 1112 82 22 39 7211 49 1595 21 243 253569 375 3428 24 20 966 24 21 1593 22 121 218 24 39 58 28 51 28 20 leaf_count=24197 32 24 980 22 237 245 20 37 21 22 796 228 92 32 31 23 24 49 107 219 5790 28 4059 365 21 896 52103 1292 33 82 195 1112 82 22 39 7211 49 1595 21 243 253569 375 3428 24 20 966 24 21 1593 22 121 218 24 39 58 28 51 28 20 internal_value=0 21.0127 -0.0115181 55.9438 -0.0331141 3.41102 4.60139 4.11091 8.05445 11.8579 0.914029 -0.0547113 3.64262 14.8211 1.84671 3.53787 10.9517 6.89489 1.53551 3.26016 0.371082 12.324 -0.0683921 3.09361 14.9798 0.443943 -0.0767063 1.35183 0.859736 3.56475 0.168595 0.980358 0.263417 5.64374 3.00327 0.136343 0.650922 0.208587 1.13507 1.76199 -0.0876405 0.0593249 0.240232 9.61289 0.87013 0.820753 0.417728 3.11257 0.129641 0.227862 1.31886 0.331189 2.25971 2.02252 2.60433 1.2323 1.89019 1.69668 1.03546 internal_weight=0 170 363135 46 360858 2277 1538 1421 124 81 8045 352813 1340 53 2696 419 117 141 2277 1199 10983 97 341830 396 49 5349 330244 2088 739 189 11586 1632 9351 44 71 11270 1161 3446 258 471 305672 24572 9218 48 1903 1862 557 41 3188 485 316 463 182 158 91 67 133 72 44 internal_count=363305 170 363135 46 360858 2277 1538 1421 124 81 8045 352813 1340 53 2696 419 117 141 2277 1199 10983 97 341830 396 49 5349 330244 2088 739 189 11586 1632 9351 44 71 11270 1161 3446 258 471 305672 24572 9218 48 1903 1862 557 41 3188 485 316 463 182 158 91 67 133 72 44 cat_boundaries=0 7 12 19 20 26 32 39 46 53 60 61 cat_threshold=135300608 134217728 4368 1073807360 4210688 16384 132 1083392 262144 67109184 33587200 1 3230662656 360452 193 1181745184 41978368 2491444224 2 22 3180032 134579200 134746452 100663296 4194304 2048 2147745792 262208 0 262145 16384 16384 536903812 1048640 2424379908 2147902208 536880145 196756 128 203490852 142640196 168824848 1073750048 4199680 2 192 204506112 262144 1573120 1073741825 4194304 0 132 3179008 1073742860 4368 1142947840 12652800 2 132 318 is_linear=0 shrinkage=0.01 Tree=51 num_leaves=53 num_cat=4 split_feature=1 0 4 0 2 1 8 2 1 0 2 0 1 0 5 26 2 2 2 20 15 7 5 9 9 7 1 4 1 4 5 7 4 5 9 7 8 13 5 26 24 24 24 16 11 0 12 5 6 19 24 13 split_gain=6.66038e+08 7.67757e+08 3.18212e+08 2.37885e+08 8.75936e+07 6.82037e+07 6.58006e+07 3.23956e+07 2.70484e+07 2.54207e+07 2.12422e+07 1.61513e+07 1.54005e+07 1.49512e+07 1.46287e+07 1.44898e+07 1.35635e+07 1.04773e+07 9.09114e+06 9.02213e+06 7.89738e+06 7.34702e+06 6.67194e+06 6.66685e+06 3.65847e+07 6.50308e+06 6.314e+06 6.11997e+06 5.93724e+06 4.61412e+06 4.47797e+06 6.13489e+06 4.2573e+06 4.12691e+06 4.1498e+06 4.07543e+06 3.79301e+06 3.73933e+06 3.41774e+06 3.32202e+06 3.04486e+06 2.91622e+06 2.63099e+06 2.50472e+06 2.48936e+06 2.36832e+06 2.34146e+06 2.06964e+06 1.96574e+06 1.90867e+06 1.68295e+06 1.39189e+06 threshold=2781.5828000000006 2778.6210000000005 2693.9010000000007 474.29950500000001 1271.7445000000002 263.08925000000005 1973.6620000000003 486.17193650000007 130.40580000000003 75.313750000000013 104.01000000000001 1117.6621800000003 195.43457000000004 2778.6210000000005 1908.1960000000001 2022.5000000000002 1827.1555000000001 230.86370000000002 27.046500000000005 307.15000000000003 830.0725000000001 485.08750000000003 384.24423250000001 395.07800000000003 419.23800000000006 826.12250000000006 786.89439000000004 1292.0010000000002 1461.4925000000003 2693.9010000000007 1561.8224400000001 190.45082400000004 106.484285 425.55000000000007 265.57100000000008 104.89700000000002 204.15015000000002 213.77485000000004 14.489570000000002 2022.5000000000002 0 1 2 419.26300000000009 420.87650000000008 31.097000000000005 20.402500000000003 1016.9325000000002 35.444500000000012 158.85450000000003 3 346.47815000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 2 1 2 left_child=3 7 -3 5 8 9 10 38 13 18 45 20 -6 25 22 -15 30 35 33 26 40 27 -9 32 -25 41 -13 -12 -23 37 31 -14 -20 48 -35 42 49 -18 39 -2 -10 -5 -11 -22 -37 51 -27 -38 -1 -19 -47 -7 right_child=1 2 -4 4 12 6 -8 14 11 17 21 19 16 15 -16 -17 29 36 23 -21 43 28 -24 24 -26 46 -28 -29 -30 -31 -32 -33 -34 34 -36 44 47 -39 -40 -41 -42 -43 -44 -45 -46 50 -48 -49 -50 -51 -52 -53 leaf_value=-0.083403551751813298 6.8645256460280644 24.808271920340403 77.145545672866007 0.25347411815982712 2.0295431451236503 0.2923138011574008 15.076621237081641 12.911210607801166 1.0327127288476281 0.5274276242010919 1.6087541996314556 3.4125297370303276 9.1289269595676004 10.814096255302429 18.050857922363281 0.5352282428741455 11.789067188564101 0.9068950569116726 0.081423346351650092 10.396180631001792 4.4762428436279302 3.0442685605174278 5.4547019849504741 14.086997211196206 0.59890774772717403 2.6415168851852417 6.2363320280800405 5.5790896008014679 7.9321079070227487 15.827998504638673 10.180374563217162 3.1924282362023177 0.61428051216965951 0.37443342678333763 2.631184888829242 0.71835449185628109 2.1076715974722591 7.6680785763648247 -0.72275037427743272 1.4694141326904298 2.7264685535584881 1.2990375040599449 0.13860560097211391 9.4809581146240234 2.4245838663241139 0.3199260640144348 7.0626144508693534 5.1322617378234865 0.063285113860003767 3.173772238340133 1.284174960849666 1.8810013251137314 leaf_weight=316528 21 21 26 389 34 1697 34 21 174 2356 1320 179 27 32 25 24 76 780 15673 30 20 221 28 22 234 25 142 40 28 20 25 49 1658 779 91 1212 238 31 24 25 711 992 6681 20 92 294 23 25 9407 39 585 57 leaf_count=316528 21 21 26 389 34 1697 34 21 174 2356 1320 179 27 32 25 24 76 780 15673 30 20 221 28 22 234 25 142 40 28 20 25 49 1658 779 91 1212 238 31 24 25 711 992 6681 20 92 294 23 25 9407 39 585 57 internal_value=0 18.6672 53.7608 -0.0114825 2.78202 -0.0349343 1.22049 7.21308 2.25765 -0.0500213 1.10943 3.32542 8.30788 1.34017 11.8262 6.40887 9.24412 0.414086 -0.0654151 5.15182 2.63238 2.01467 8.65035 0.156063 1.75804 1.14153 4.66169 1.72553 3.59391 11.4192 6.5091 5.30145 0.1324 -0.0773339 0.610484 0.316121 1.35036 10.5951 2.33635 3.9324 2.43594 1.01577 0.240711 6.9786 0.838733 0.556253 4.75996 2.39518 -0.0791699 1.01484 0.979911 0.343942 internal_weight=0 191 47 363114 3023 360091 4276 144 2761 355815 4242 1276 262 1485 74 56 228 11423 344392 351 925 1609 49 17587 256 1429 321 1360 249 127 101 76 17331 326805 870 10341 1082 107 70 46 885 1381 9037 40 1304 2633 48 263 325935 819 879 1754 internal_count=363305 191 47 363114 3023 360091 4276 144 2761 355815 4242 1276 262 1485 74 56 228 11423 344392 351 925 1609 49 17587 256 1429 321 1360 249 127 101 76 17331 326805 870 10341 1082 107 70 46 885 1381 9037 40 1304 2633 48 263 325935 819 879 1754 cat_boundaries=0 1 2 3 4 cat_threshold=2176 657 22 905 is_linear=0 shrinkage=0.01 Tree=52 num_leaves=52 num_cat=10 split_feature=0 2 0 2 5 2 4 25 0 24 2 0 0 5 5 2 23 5 24 7 9 25 10 6 7 9 4 2 6 25 7 5 25 11 11 5 8 25 24 7 8 25 4 4 4 24 15 2 2 5 7 split_gain=6.51235e+08 5.74887e+08 2.33894e+08 1.12031e+08 8.98342e+07 6.65095e+07 9.68195e+07 2.86953e+07 2.44763e+07 2.10737e+07 3.29701e+07 1.93552e+07 1.42771e+07 1.40429e+07 1.27206e+07 1.24792e+07 1.21795e+07 9.15617e+06 8.74809e+06 8.09002e+06 6.76668e+06 1.52338e+07 5.75716e+07 6.62163e+06 6.15035e+06 6.07925e+06 5.73621e+06 5.57485e+06 1.07199e+07 5.52617e+06 5.39805e+06 5.0286e+06 4.79203e+06 4.64802e+06 3.67018e+06 3.61612e+06 3.54438e+06 2.89452e+06 2.84132e+06 2.71766e+06 2.20283e+06 1.86231e+06 1.64273e+06 1.61527e+06 1.24689e+06 1.20481e+06 618585 621731 516848 444447 272556 threshold=2778.6210000000005 2682.0900000000006 474.29950500000001 1107.4580000000003 2871.8940000000007 164.88500000000002 2693.9010000000007 0 100.65920000000001 1 2682.0900000000006 30.529 1117.6621800000003 1908.1960000000001 1908.1960000000001 522.27250000000015 1.4250000000000003 230.95808550000001 2 179.22500000000002 375.64974000000007 3 202.87050000000002 1324.2200000000003 610.83000000000004 712.7850000000002 104.01000000000001 11.905750000000003 698.40204000000006 4 659.5150000000001 1312.9050000000002 5 56.199500000000008 443.6112050000001 82.565600000000003 114.2197 6 7 762.97500000000002 311.75250000000005 8 65.945250000000001 1292.0010000000002 334.05380000000002 9 19.966837500000004 486.17193650000007 74.33550000000001 33.660945000000005 220.31800000000001 decision_type=2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 9 1 2 2 9 2 2 2 1 2 2 2 2 2 left_child=2 27 5 7 -3 11 8 12 26 25 13 20 16 23 24 18 17 -4 -14 29 32 22 -22 -11 -10 33 37 -2 -29 38 -17 34 45 43 -21 -34 -12 -7 -13 -28 -23 46 -31 -5 48 -1 47 -9 -43 -46 -48 right_child=1 4 3 9 -6 6 -8 41 14 10 36 19 15 -15 -16 30 -18 -19 -20 31 21 40 -24 -25 -26 -27 39 28 -30 42 -32 -33 35 -35 -36 -37 -38 -39 -40 -41 -42 44 -44 -45 49 -47 50 -49 -50 -51 -52 leaf_value=0.25747592365921179 11.041575296617323 34.806129096984868 1.5940120341464388 3.3300593830676792 63.502473745346073 0.58349603720680554 21.411267728598222 1.3900817919673258 1.4985098786836393 6.5819319839800823 21.765493152618411 0.85720976053455789 5.8004302722215657 15.99120025344517 8.4548833479200098 5.7412875661334475 10.063235839843751 3.36908830356706 2.002650310962887 0.77367174138752004 1.0173167938535863 0.061551588167498839 19.813070116996766 12.247448023986818 3.3900313907956319 7.8404037677540499 0.96373238964964969 3.1838423687702901 10.848702574835883 0.056336844512442967 10.419318443762291 5.1958806366756036 -0.087603117425294988 -0.50861717360360281 2.7119073406217296 0.18397684823403107 15.88332260131836 0.030271278194204571 0.33047865298234386 2.824688549827127 1.2862187013914297 0.048331559713981731 0.38227625979540397 6.7231500878334041 0.97839576568603526 0.045594550482846011 -0.35086287241715652 3.0216727267371284 0.89570925224395026 2.951769232068743 1.201898959159851 leaf_weight=3270 62 20 852 47 24 1766 23 173 1900 118 20 1440 102 23 28 74 20 441 226 942 88 761 20 25 189 34 1022 37 36 12429 37 29 308566 28 109 4982 21 2038 3677 85 182 503 1766 20 25 14847 26 27 84 21 20 leaf_count=3270 62 20 852 47 24 1766 23 173 1900 118 20 1440 102 23 28 74 20 441 226 942 88 761 20 25 189 34 1022 37 36 12429 37 29 308566 28 109 4982 21 2038 3677 85 182 503 1766 20 25 14847 26 27 84 21 20 internal_value=0 19.0677 -0.0110439 2.78516 50.4587 -0.0340792 0.927584 2.09075 0.860549 8.22268 10.2282 -0.053282 2.82507 8.73887 1.75939 4.40238 2.31922 2.19943 3.42157 0.245774 -0.071611 0.729513 4.11682 7.57241 1.66964 3.90869 0.473084 8.83654 6.96377 0.198671 7.30063 1.08803 -0.0741497 2.91299 0.974688 -0.0832853 18.7527 0.288718 0.480091 1.10662 0.294788 0.588282 0.0968188 4.34292 0.289265 0.0839587 1.31635 1.61035 0.169592 1.87928 0.324251 internal_weight=0 179 363126 2967 44 360159 7051 2631 7028 336 207 353108 1752 166 2117 439 1313 1293 328 20392 332716 1051 108 143 2089 129 4911 135 73 19312 111 1080 331665 95 1051 313548 41 3804 5117 1107 943 879 14195 67 633 18117 246 200 587 46 46 internal_count=363305 179 363126 2967 44 360159 7051 2631 7028 336 207 353108 1752 166 2117 439 1313 1293 328 20392 332716 1051 108 143 2089 129 4911 135 73 19312 111 1080 331665 95 1051 313548 41 3804 5117 1107 943 879 14195 67 633 18117 246 200 587 46 46 cat_boundaries=0 7 8 9 13 19 26 32 33 38 39 cat_threshold=137397760 134218756 67113232 1073807360 4210688 16384 132 1676 2060 8388608 262144 1052688 4194304 1083904 262148 4432 1073774592 4195456 2048 3222274048 98308 193 1180712992 41978368 2491509760 2 2350155264 1074036804 256 1142947840 12670208 16386 22 67387396 1073742336 135790592 100663297 8392704 5 is_linear=0 shrinkage=0.01 Tree=53 num_leaves=54 num_cat=8 split_feature=3 2 4 0 1 1 25 3 2 0 1 2 2 0 0 0 1 3 10 1 16 2 25 2 10 2 2 0 2 0 1 14 25 25 7 7 19 25 4 24 14 2 19 10 25 25 2 6 0 4 18 1 11 split_gain=7.15437e+08 7.35865e+08 4.81554e+08 2.52552e+08 8.27114e+07 7.12037e+07 3.80142e+07 3.71384e+07 2.80541e+07 2.18271e+07 1.94573e+07 1.92267e+07 1.7257e+07 1.49869e+07 1.45774e+07 1.40766e+07 1.1878e+07 2.56371e+07 1.14974e+07 9.9702e+06 9.87266e+06 1.13685e+07 6.74116e+06 6.20694e+06 6.14625e+06 4.22617e+07 5.84341e+06 5.74986e+06 5.70106e+06 5.13671e+06 4.81527e+06 3.8698e+06 3.79637e+06 3.5707e+06 3.3424e+06 3.2091e+06 3.49227e+06 3.17587e+06 3.06424e+06 2.8424e+06 2.41067e+06 2.40986e+06 2.16287e+06 2.15547e+06 1.85879e+06 1.75941e+06 1.72351e+06 1.58662e+06 1.52199e+06 1.42626e+06 1.20863e+06 1.08249e+06 785532 threshold=2725.8677800000005 2682.0900000000006 2693.9010000000007 591.40200000000016 1256.4300000000001 88.907672000000005 0 481.20000000000005 1468.575 2778.6210000000005 130.40580000000003 2682.0900000000006 178.70173000000003 2778.6210000000005 1117.6621800000003 86.808500000000024 1461.4925000000003 815.10500000000013 137.52250000000001 3.3143000000000007 889.3329500000001 440.27500000000003 1 27.046500000000005 246.87250000000003 34.295500000000011 673.68310000000008 111.94437000000001 230.86370000000002 121.42775000000002 424.16250000000008 564.04700000000014 2 3 99.402400000000014 401.27229150000005 218.88300000000001 4 785.57750000000021 5 429.20700000000005 141.77045000000001 359.90650000000005 1935.1350000000002 6 7 466.01190000000003 519.7600000000001 2778.6210000000005 362.02000000000004 365.68850000000003 424.16250000000008 219.41800000000003 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 9 2 2 2 9 2 1 2 2 2 2 9 9 2 2 2 2 2 2 2 left_child=3 8 -3 5 6 15 9 12 18 10 31 13 27 20 -12 23 26 -18 41 -11 21 -6 30 32 34 -26 42 37 33 -28 -14 -5 43 39 -25 36 -30 -7 -19 -17 -34 -2 -9 -1 46 -29 51 -35 49 -46 -24 -8 -37 right_child=1 2 -4 4 11 7 44 16 -10 19 14 -13 22 -15 -16 28 17 38 -20 -21 -22 -23 50 24 25 -27 29 45 35 -31 -32 -33 40 47 -36 52 -38 -39 -40 -41 -42 -43 -44 -45 48 -47 -48 -49 -50 -51 -52 -53 -54 leaf_value=0.06197501502252404 -0.030777910687029363 14.032447799682618 76.970255476428619 1.6132317144826331 2.1706369731197079 0.48714942134247624 0.78480202644102037 1.7580121015265209 16.070699553856482 13.857679819379534 3.348260230930165 14.946877680558426 1.4338204795980507 13.124452487042078 6.2875176611356443 1.7259237809242609 16.222836595535277 5.1679688226609004 9.4158245326677967 5.686709469556809 12.285519390106202 7.4294118251275574 0.60385217383107037 0.053488612412851903 15.54167565870285 0.58379064384278134 1.5711647558212281 1.7574725040651504 0.79247711240585927 5.0364293599891106 2.7633577809774641 5.5034472373679835 -0.087577282461696035 0.14249481938820643 0.62774431202829195 3.8961144638061525 4.3506247559909159 0.075575137063636139 -0.23418454306466238 0.5097805281417559 0.65996024947475507 3.8813223192768715 4.3512499747556799 2.7905825049301671 0.23421103196651252 0.74813188256649599 3.498195563180106 1.6565141722687653 -2.2313795198564943 2.2595591294138053 2.9279123061636221 3.256809940338135 1.9261141058291709 leaf_weight=17070 32 20 31 483 66 3308 155 595 26 28 495 39 868 38 256 223 20 21 30 32 24 109 826 14630 20 340 64 200 565 129 397 27 306185 6186 1089 48 29 4341 21 1339 432 31 34 29 409 1721 35 70 23 38 23 20 35 leaf_count=17070 32 20 31 483 66 3308 155 595 26 28 495 39 868 38 256 223 20 21 30 32 24 109 826 14630 20 340 64 200 565 129 397 27 306185 6186 1089 48 29 4341 21 1339 432 31 34 29 409 1721 35 70 23 38 23 20 35 internal_value=0 20.5081 52.2888 -0.0112262 3.30869 -0.0321748 2.60086 0.707295 6.88781 3.57984 3.32655 8.4405 0.557772 7.36983 4.35019 -0.0588585 2.68357 6.90429 4.32055 9.49983 6.27096 5.4461 1.37547 -0.0689105 0.122861 1.41478 2.36522 0.377145 0.343215 3.88733 1.83656 1.81918 -0.0784357 0.266982 0.0932726 1.22355 0.966191 0.254306 2.46689 0.693279 -0.0865212 1.89422 1.89819 0.0665638 0.637031 0.86626 1.40553 0.159181 0.271529 0.406388 0.65905 1.06732 3.06539 internal_weight=0 170 51 363135 2277 360858 2001 12568 119 1321 1261 276 11684 237 751 348290 884 62 93 60 199 175 2114 339795 16079 360 822 9570 8495 193 1265 510 323716 7818 15719 677 594 7649 42 1562 306617 63 629 17099 680 1921 210 6256 470 447 849 175 83 internal_count=363305 170 51 363135 2277 360858 2001 12568 119 1321 1261 276 11684 237 751 348290 884 62 93 60 199 175 2114 339795 16079 360 822 9570 8495 193 1265 510 323716 7818 15719 677 594 7649 42 1562 306617 63 629 17099 680 1921 210 6256 470 447 849 175 83 cat_boundaries=0 7 12 19 23 28 29 36 37 cat_threshold=137676288 134218752 67113232 1073807360 4210688 0 128 202409472 8651776 135270656 1 4214784 3222274048 360452 268435585 1178730784 41977856 2491640832 2 1083392 262208 67113296 33554432 135299712 1074036736 35132240 1141113344 4195072 2 0 1074004484 1572864 1 5120 0 4 32768 is_linear=0 shrinkage=0.01 Tree=54 num_leaves=56 num_cat=0 split_feature=3 2 0 0 1 1 3 2 1 2 2 0 1 5 0 3 10 1 3 0 26 10 9 5 10 2 9 2 2 2 0 2 0 18 9 14 1 3 0 7 19 8 6 5 5 10 2 19 8 10 9 7 6 5 26 split_gain=7.012e+08 7.21221e+08 2.8368e+08 2.47526e+08 8.10654e+07 6.97912e+07 3.63985e+07 2.74958e+07 2.71547e+07 1.88441e+07 1.69125e+07 1.49335e+07 1.47574e+07 3.09921e+07 1.37982e+07 1.2089e+07 2.73687e+07 1.16417e+07 2.51269e+07 1.13429e+07 1.51767e+07 1.12686e+07 9.86784e+06 7.82717e+06 6.13825e+06 6.08342e+06 7.30959e+06 3.6274e+07 5.83443e+06 5.72713e+06 5.63773e+06 5.58727e+06 5.03449e+06 4.60466e+06 1.19992e+07 6.03529e+06 4.35758e+06 3.61601e+06 3.22431e+06 3.14524e+06 3.42277e+06 2.89116e+06 2.82742e+06 2.70284e+06 2.38781e+06 3.36992e+06 2.3619e+06 2.11983e+06 1.99689e+06 1.99145e+06 1.95935e+06 1.72367e+06 1.47024e+06 1.445e+06 1.32932e+06 threshold=2725.8677800000005 2682.0900000000006 2778.6210000000005 591.40200000000016 1256.4300000000001 88.907672000000005 481.20000000000005 1468.575 133.85250000000005 2682.0900000000006 178.70173000000003 1117.6621800000003 2781.5828000000006 130.76775000000004 86.808500000000024 1282.3492500000004 83.178000000000011 1461.4925000000003 815.10500000000013 2778.6210000000005 2022.5000000000002 137.52250000000001 827.32299999999998 584.10300000000018 1935.1350000000002 27.046500000000005 395.07800000000003 39.283705000000005 549.23035000000016 673.68310000000008 111.94437000000001 230.86370000000002 121.42775000000002 8.6850000000000005 1.6925000000000001 628.97726050000017 1098.6214000000002 250.65000000000003 96.827500000000015 401.27229150000005 218.88300000000001 249.69280000000003 306.15750000000008 723.78135000000009 425.55000000000007 1058.8682400000002 141.77045000000001 359.90650000000005 1017.6571000000002 1058.8682400000002 360.85390500000005 86.805700000000016 152.21900000000002 190.35649999999995 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 7 -3 5 8 14 10 21 19 12 30 43 24 -14 25 22 -17 29 -19 33 -21 46 -13 38 28 44 37 -28 -6 47 41 49 -31 35 -35 -5 -25 -27 -12 40 -33 -7 -20 54 52 -46 -2 -8 -45 51 -32 -16 -1 -41 -10 right_child=1 2 -4 4 9 6 17 -9 11 -11 23 15 13 -15 31 16 -18 18 42 20 -22 -23 -24 36 -26 26 27 -29 -30 32 50 39 -34 34 -36 -37 -38 -39 -40 53 -42 -43 -44 48 45 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 leaf_value=-0.080979418133327957 -0.030470142997801306 24.687854766845703 72.307819403286643 0.9242046398087993 2.8846692975479016 0.2102274236944259 1.7404319768412773 15.909992599487305 3.0261808106935391 14.797408744860919 0.74687257991075828 3.8628824287018877 19.548471770109956 5.6110300915057838 0.20084089931141283 17.028852590631558 3.2574349040369834 16.060608405351637 -0.27901573371887206 10.387132680416107 -0.011604000586271286 9.3216662232081102 9.2358408368825913 2.6871320583586842 10.951796814918518 0.070234795425881014 14.80150793838501 0.59362324910985553 6.8355509438572168 1.5554531265050173 0.76613340715564482 0.78455233912402356 4.9860650797130521 10.251570880413055 1.3075913775761923 6.4774848947525028 7.3832316866787995 0.92129887096006291 1.57121710996344 4.5423598114649462 4.3071185519777497 1.161616676450445 4.9160767815329818 3.4924197677048774 0.35816771593633689 4.4166301754542756 3.8425091238944762 4.3077374362945555 6.5181471752298288 3.3396624774024599 1.9712905882727612 0.6564225397285014 0.1529682802616032 1.8799629626882837 1.9723674668133533 leaf_weight=320191 32 22 29 911 68 7315 595 26 264 39 955 235 27 39 6852 27 31 20 20 32 25 30 40 194 20 15366 20 177 83 64 1775 565 129 20 60 20 22 516 943 36 29 334 22 88 795 21 31 34 29 21 146 945 2709 47 219 leaf_count=320191 32 22 29 911 68 7315 595 26 264 39 955 235 27 39 6852 27 31 20 20 32 25 30 40 194 20 15366 20 177 83 64 1775 565 129 20 60 20 22 516 943 36 29 334 22 88 795 21 31 34 29 21 146 945 2709 47 219 internal_value=0 20.303 51.7659 -0.0111125 3.27561 -0.0318516 0.700247 6.81893 2.57485 8.35609 0.552221 3.82121 7.29613 11.3127 -0.0582693 5.51943 9.66827 2.65674 6.83525 1.48603 5.82628 4.27734 4.6444 1.36171 5.74587 -0.0682214 0.121632 2.03605 5.05635 2.34157 0.373405 0.339809 3.84845 1.24133 3.54359 1.0435 3.16544 0.0978855 1.15644 1.21132 0.956529 0.251771 2.44222 2.8787 -0.0776514 0.462613 1.87528 1.87921 4.24239 0.264341 0.857728 0.256058 -0.0790167 3.03474 2.54836 internal_weight=0 170 51 363135 2277 360858 12568 119 2001 276 11684 933 237 66 348290 333 58 884 62 1068 57 93 275 2114 171 339795 16079 197 151 822 9570 8495 193 1011 80 931 216 15882 1898 677 594 7649 42 600 323716 816 63 629 117 7818 1921 7797 322900 83 483 internal_count=363305 170 51 363135 2277 360858 12568 119 2001 276 11684 933 237 66 348290 333 58 884 62 1068 57 93 275 2114 171 339795 16079 197 151 822 9570 8495 193 1011 80 931 216 15882 1898 677 594 7649 42 600 323716 816 63 629 117 7818 1921 7797 322900 83 483 is_linear=0 shrinkage=0.01 Tree=55 num_leaves=56 num_cat=12 split_feature=0 1 0 4 1 1 0 15 25 6 0 25 0 1 16 26 24 0 4 6 6 8 9 7 19 6 4 25 10 8 4 1 25 1 4 4 25 7 8 5 6 25 25 6 1 13 25 5 25 24 25 7 26 20 5 split_gain=5.53519e+08 5.11284e+08 2.15823e+08 1.49101e+08 9.29802e+07 6.16977e+07 2.67894e+07 2.66006e+07 2.47683e+07 1.44757e+07 1.34537e+07 1.49438e+07 1.28664e+07 1.10109e+07 8.81144e+06 1.91976e+07 8.76165e+06 1.42032e+07 8.65816e+06 8.65114e+06 8.12167e+06 6.87476e+06 6.58013e+06 6.47909e+06 6.44436e+06 5.20785e+06 5.12526e+06 5.09712e+06 4.94735e+06 4.27286e+06 4.17553e+06 4.03148e+06 3.76407e+06 4.25121e+06 3.63047e+06 3.18552e+06 3.0891e+06 2.82083e+06 2.66563e+06 2.52002e+06 2.29364e+06 2.27672e+06 2.254e+06 2.20687e+06 1.93748e+06 1.49775e+06 1.23891e+06 1.18963e+06 1.21086e+06 1.01438e+06 909415 728620 577584 403689 762.524 threshold=2778.6210000000005 2781.5828000000006 474.29950500000001 2693.9010000000007 786.89439000000004 90.759350000000012 104.01000000000001 1947.7010000000002 0 1937.6795000000002 887.79240000000016 1 36.657000000000004 523.64669700000002 52.257449999999999 2022.5000000000002 2 1117.6621800000003 45.377038500000005 3.1710000000000007 1529.30718 249.69280000000003 176.21500000000003 576.56500000000017 604.3185000000002 698.40204000000006 124.88310000000003 3 172.93750000000003 711.30690000000016 398.46248000000008 469.40400000000005 4 2781.5828000000006 44.625000000000007 362.02000000000004 5 203.18550000000002 1017.6571000000002 622.44110000000012 1324.2200000000003 6 7 519.7600000000001 121.02650000000001 56.879000000000012 8 1561.8224400000001 9 10 11 420.97500000000008 2022.5000000000002 216.84495000000004 1908.1960000000001 decision_type=2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 9 2 2 2 2 9 9 2 2 2 9 2 9 1 9 2 2 2 2 left_child=2 14 5 -3 8 12 21 10 16 13 20 19 27 29 15 18 28 30 -2 -12 39 32 -17 -15 26 -19 36 47 44 -8 -18 -30 33 -7 42 46 -14 -36 -13 -6 50 -28 -29 52 -4 -26 49 48 -1 -10 -23 -34 -37 -48 -49 right_child=1 3 4 -5 7 6 9 -9 35 -11 11 38 24 23 -16 22 17 25 -20 -21 -22 40 -24 -25 45 -27 41 34 31 -31 -32 -33 51 -35 37 43 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 53 54 -50 -51 -52 -53 -54 -55 -56 leaf_value=0.24115613558494364 12.445477479298908 24.047073945545016 0.40666468481434154 59.034821188038798 2.3720096912691671 0.46581781594112753 1.0176216918924335 16.269378955547626 1.6932401582376282 9.7178465434483119 12.468790945053101 3.3556982361205985 0.30193612394223246 2.1369230249655113 12.934246211051942 -2.0924234588788106 2.2987455153103626 5.2913884408423248 5.7622807798120714 7.9388669652252828 9.8716912651062021 0.38257972571157639 5.4336716315859839 4.941582882109377 6.1607356882095337 10.012933811630521 1.6067907864819555 -0.029360532853126162 2.1625256065700365 3.1358933745490178 4.200045305114144 5.8428122507442133 0.03296609711884757 4.7751485061645509 0.081936900429781731 2.2263202143650429 0.010801551256063156 0.96902729983170832 6.3358912891294903 4.9946909478994517 4.2470570155552458 0.56968679372443587 -0.10110045763921909 4.6294756140027724 1.8058084956410401 2.290662492156029 0.17445360085435671 1.4463931147257487 0.039116551197765283 0.43328884108772492 1.5195034120639539 1.3002291538404382 0.7355828949190536 1.6179792613983153 1.5214777997920388 leaf_weight=3552 42 21 188 29 124 4898 2498 26 124 21 70 112 6981 546 24 26 445 141 36 106 20 114 21 97 20 28 262 53188 92 99 156 44 3312 23 8127 51 7627 375 41 52 28 1213 248763 28 209 20 618 21 17822 169 414 46 53 20 38 leaf_count=3552 42 21 188 29 124 4898 2498 26 124 21 70 112 6981 546 24 26 445 141 36 106 20 114 21 97 20 28 262 53188 92 99 156 44 3312 23 8127 51 7627 375 41 52 28 1213 248763 28 209 20 618 21 17822 169 414 46 53 20 38 internal_value=0 16.6697 -0.0126815 44.34 2.69644 -0.0346265 0.667466 6.39607 1.83486 1.44209 5.90711 7.14269 -0.0590297 1.38845 7.38442 6.31885 2.75286 3.46743 9.36093 9.21686 3.8331 0.381554 1.2703 2.56002 0.216841 6.07366 0.206871 -0.0724315 1.6757 1.09837 2.79226 3.35321 0.309264 0.484973 -0.0827271 0.677333 0.150146 0.121064 3.89945 3.14689 1.45796 0.76866 -0.0884679 2.13753 1.14324 4.2257 0.477578 0.0767017 0.0728233 1.00479 1.31006 0.0501764 1.46662 0.216315 1.49475 internal_weight=0 199 363022 50 2917 360105 12096 551 2366 3261 525 329 348009 3240 149 125 1303 770 78 176 196 8835 47 643 16123 169 16083 331886 533 2597 601 136 8279 4921 310453 1063 14608 8502 153 176 556 1475 301951 132 397 40 931 21433 21374 293 528 3358 104 638 59 internal_count=363221 199 363022 50 2917 360105 12096 551 2366 3261 525 329 348009 3240 149 125 1303 770 78 176 196 8835 47 643 16123 169 16083 331886 533 2597 601 136 8279 4921 310453 1063 14608 8502 153 176 556 1475 301951 132 397 40 931 21433 21374 293 528 3358 104 638 59 cat_boundaries=0 7 11 12 18 25 31 35 42 48 54 55 59 cat_threshold=137676288 134219264 67113232 65536 4194304 16384 128 1081344 0 4096 1073741824 713 3759144960 98308 65 1181827888 8554496 2424334400 135300736 1208256004 101716816 1141112833 4215040 16640 128 137678340 134513732 67113808 1078231040 12584448 2048 1081344 262144 64 1073741824 32900 17039440 2424313988 2147886080 570439184 165008 128 0 262148 135266368 1107296257 4096 2 2147483648 65540 0 4194336 2048 2147508224 3078 134219264 64 0 1073741824 is_linear=0 shrinkage=0.01 Tree=56 num_leaves=60 num_cat=12 split_feature=0 3 0 8 3 0 26 4 25 3 0 5 3 0 25 19 10 4 18 15 9 4 25 7 7 7 14 4 6 25 24 4 7 6 4 7 25 3 16 18 5 16 25 24 4 8 3 4 9 8 6 25 25 26 10 25 25 0 3 split_gain=5.42504e+08 3.11123e+08 2.11539e+08 6.97426e+07 6.71381e+07 5.58872e+07 3.17703e+07 3.724e+07 3.05872e+07 2.89495e+07 2.78382e+07 1.90285e+07 1.72233e+07 1.20664e+07 1.26495e+07 1.17232e+07 1.44429e+07 1.15577e+07 1.0989e+07 9.28313e+06 9.33695e+06 8.6274e+06 8.61164e+06 8.30076e+06 7.69827e+06 6.85157e+06 6.13498e+06 5.13153e+06 5.02976e+06 4.99493e+06 4.48432e+06 4.13867e+06 3.80574e+06 3.38431e+06 3.17225e+06 3.06715e+06 2.74028e+06 3.16958e+06 2.72911e+06 2.67355e+06 2.58037e+06 2.51821e+06 2.44487e+06 1.84237e+06 1.73272e+06 1.51131e+06 1.50503e+06 2.79097e+06 1.48397e+06 3.11156e+06 1.47468e+06 1.27867e+06 1.24613e+06 1.29285e+06 1.2197e+06 1.10928e+06 380591 375767 785178 threshold=2778.6210000000005 2725.8677800000005 474.29950500000001 1973.6620000000003 991.56000000000017 104.01000000000001 2022.5000000000002 26.256000000000004 0 428.36700000000008 1117.6621800000003 2871.8940000000007 90.03540000000001 887.79240000000016 1 249.03525000000005 517.51460000000009 116.58780000000002 715.45220000000006 1020.6662500000001 81.676000000000016 21.974500000000003 2 103.99900000000001 712.24900000000014 576.56500000000017 7.7340000000000009 1116.5450000000003 698.40204000000006 3 4 43.227050000000006 438.06825000000003 1529.30718 222.57650000000004 287.701075 5 2725.8677800000005 219.41800000000003 11.639400000000004 87.289470000000009 52.257449999999999 6 7 362.02000000000004 553.29950000000008 1890.7105500000002 7.7315000000000014 463.8180000000001 52.020500000000006 281.64348000000001 8 9 2022.5000000000002 633.4305250000001 10 11 887.79240000000016 52.915692000000007 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 2 2 2 9 1 2 2 2 2 2 2 2 9 9 2 2 9 9 2 2 left_child=2 6 5 -3 8 12 7 -2 13 22 33 19 29 24 21 25 -17 -8 -16 20 -12 -15 28 36 27 43 -27 -4 35 48 32 42 -25 46 45 -7 38 -38 -14 -26 -33 -19 -31 -11 52 -24 47 -6 55 -50 -36 -32 53 -10 -30 -1 -54 58 -46 right_child=1 3 4 -5 10 9 17 -9 44 15 11 -13 23 14 18 16 -18 41 -20 -21 -22 -23 34 30 39 26 -28 -29 54 31 51 40 -34 -35 50 -37 37 -39 -40 -41 -42 -43 -44 -45 57 -47 -48 -49 49 -51 -52 -53 56 -55 -56 -57 -58 -59 -60 leaf_value=0.21815452768245672 19.314116341727122 28.504904457374856 1.7847611701121489 53.142665771484374 6.1400285284859795 0.76439925715319301 0.12334127995275683 5.3095015113584454 1.7043952128507089 0.39182617117491392 9.7101532201205991 18.306936757510361 0.42271570804192843 10.704418466567994 2.8436480865984253 2.8984546476091659 13.099462877356489 5.7962596391496213 9.914597123343011 13.673852199978299 4.2227661428953471 5.3272971996101175 0.21873627050760164 1.2905493193988713 5.7895054347264141 6.2270256731608145 1.4300309567508243 5.3628966345105855 2.3761912757579724 -0.023160935862226201 1.0007774756130363 0.059010960296798538 3.0913099532986279 7.3047053278409519 0.85684922096645755 1.7703480880060596 0.053745796696563417 3.9491993939025059 2.1898513539102344 2.4493657869611467 0.52561272578809393 10.754337713241577 -0.096981955921618804 2.051530838962075 0.81605242295698688 2.1013923356699387 5.2123551292419439 2.1077281975238882 0.082189951692606164 2.1749610310156369 2.3777028725147247 0.1921844849402454 -0.36956732639244627 0.32009791239644542 4.7739913601345485 0.031346083797827426 0.28686277904269142 0.89111178894042964 3.157859055821489 leaf_weight=3712 49 27 877 20 21 3276 31 31 138 101 68 22 3018 50 495 35 23 21 23 27 57 74 5085 433 76 73 42 42 99 54645 382 8547 161 26 314 334 3898 21 90 35 1376 20 251228 448 22 43 35 94 229 103 80 424 102 132 27 21858 435 25 41 leaf_count=3712 49 27 877 20 21 3276 31 31 138 101 68 22 3018 50 495 35 23 21 23 27 57 74 5085 433 76 73 42 42 99 54645 382 8547 161 26 314 334 3898 21 90 35 1376 20 251228 448 22 43 35 94 229 103 80 424 102 132 27 21858 435 25 41 internal_value=0 16.503 -0.0125529 38.9891 2.66955 -0.034279 9.55012 13.8873 2.10936 0.703604 6.77816 9.61457 -0.0553117 2.90207 3.99546 2.63222 6.94368 4.731 3.09781 8.35646 7.2079 6.93613 0.553198 0.391302 2.24875 2.25561 4.47508 1.94829 0.923547 -0.0663262 1.09444 -0.0772747 1.74919 3.97399 0.300416 0.85747 0.251213 0.0744297 0.472368 4.73631 0.123714 8.21483 -0.0837976 1.7907 0.58942 0.234523 3.39666 2.84406 0.0671615 0.731453 1.16565 0.582981 0.450709 0.990927 2.89001 0.0585627 0.157701 1.92845 2.34009 internal_weight=0 199 363022 47 2917 360105 152 80 2567 9980 350 174 350125 1672 642 722 58 72 518 152 125 124 9258 8427 1030 664 115 919 3736 341698 1400 315796 594 176 5522 3610 7027 3919 3108 111 9923 41 305873 549 895 5128 150 115 25902 332 394 806 807 270 126 25570 537 88 63 internal_count=363221 199 363022 47 2917 360105 152 80 2567 9980 350 174 350125 1672 642 722 58 72 518 152 125 124 9258 8427 1030 664 115 919 3736 341698 1400 315796 594 176 5522 3610 7027 3919 3108 111 9923 41 305873 549 895 5128 150 115 25902 332 394 806 807 270 126 25570 537 88 63 cat_boundaries=0 7 13 18 24 25 31 38 39 44 50 56 61 cat_threshold=3196416 134219264 68161808 1073807360 4210688 16384 132 1049088 134217728 0 0 4194304 16384 3179520 134479936 67637504 1077936128 12582976 3222274048 360516 64 1182072880 42109440 2424334400 2820 135562784 1208320516 1577296 100728833 12600576 16384 536903812 0 2425363093 2147640064 536884240 165008 128 2177 135300608 64 4352 0 4198400 134545408 262212 134217728 35651585 4096 2 2147483648 65540 0 4194336 34816 2147508224 0 65536 513 2152726528 2048 is_linear=0 shrinkage=0.01 Tree=57 num_leaves=62 num_cat=9 split_feature=0 1 2 0 1 1 3 3 25 14 0 1 3 0 26 2 16 26 2 24 0 2 24 11 3 3 2 19 2 3 4 25 7 10 6 12 19 6 1 2 0 2 4 3 4 25 4 25 6 25 6 25 1 3 26 2 25 2 7 26 16 split_gain=5.31708e+08 4.96659e+08 2.26206e+08 2.07329e+08 8.98746e+07 5.97586e+07 3.15971e+07 2.82399e+07 2.38441e+07 1.3905e+07 1.37785e+07 1.34686e+07 2.10414e+07 1.23627e+07 1.03459e+07 8.6631e+06 8.6558e+06 1.8375e+07 2.41205e+07 8.60214e+06 1.37533e+07 1.03218e+07 8.30359e+06 7.93745e+06 7.85231e+06 7.4061e+06 6.34184e+06 6.2746e+06 6.24614e+06 6.00067e+06 4.92948e+06 4.89935e+06 4.87327e+06 4.82325e+06 4.79727e+06 4.4903e+06 4.42752e+06 4.07816e+06 3.93898e+06 3.90605e+06 3.68905e+06 3.64731e+06 3.4794e+06 3.56416e+06 3.06006e+06 2.98219e+06 2.64015e+06 2.62688e+06 2.35486e+06 2.20965e+06 2.14028e+06 2.1245e+06 1.89277e+06 1.85667e+06 4.07993e+06 1.54175e+06 1.18192e+06 1.78871e+06 1.11724e+06 562913 374876 threshold=2778.6210000000005 2781.5828000000006 2682.0900000000006 474.29950500000001 786.89439000000004 90.759350000000012 481.20000000000005 991.56000000000017 0 1352.1000000000001 104.01000000000001 1461.4925000000003 815.10500000000013 36.657000000000004 2022.5000000000002 1468.575 52.257449999999999 2022.5000000000002 44.728500000000004 1 1117.6621800000003 873.09500000000014 2 1085.4300000000001 149.268 1282.3492500000004 873.09500000000014 604.3185000000002 8.9330715000000023 72.012335000000022 124.88310000000003 3 85.347000000000023 172.93750000000003 698.40204000000006 266.68300000000005 254.24000000000004 420.87650000000008 469.40400000000005 673.68310000000008 149.25200000000004 174.08000000000001 44.625000000000007 250.65000000000003 362.02000000000004 4 1292.0010000000002 5 1136.6981000000003 6 519.7600000000001 7 121.02650000000001 1493.1141200000004 2022.5000000000002 1827.1555000000001 8 723.85250000000008 712.24900000000014 2022.5000000000002 191.94000000000003 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 9 2 9 2 2 2 2 9 2 2 2 2 left_child=3 16 -3 5 8 13 10 15 19 14 32 36 -13 31 26 22 17 18 -2 33 37 -22 28 -16 -19 -20 -9 30 -6 -24 45 53 47 52 41 -29 39 -21 -35 -8 -38 -12 51 -44 56 -15 -17 -7 -34 -32 59 -33 -5 55 -55 -1 57 -10 -36 -46 -58 right_child=1 2 -4 4 7 6 11 9 44 -11 34 12 -14 27 23 46 -18 24 25 20 21 -23 29 -25 -26 -27 -28 35 -30 -31 49 42 48 38 58 -37 40 -39 -40 -41 -42 -43 43 -45 50 -47 -48 -49 -50 -51 -52 -53 -54 54 -56 -57 60 -59 -60 -61 -62 leaf_value=0.06632457469189898 15.773833559751511 17.559332748413084 60.97646691894532 0.37694784167599177 10.252708158348547 0.40499954231057078 1.6355104105606308 6.6857090212504069 0.79558243567452713 15.953685270238806 0.7821528846512652 15.207775259791386 2.325565321445465 0.29613597794095015 2.4401938228607181 10.381308029437887 12.687054437796276 -2.8102333894371987 0.94920788269776568 2.3190180365232052 4.8903853469163598 11.635583868026734 -0.34325739227492236 8.7802320675972183 5.3664697779779855 9.0433723030090345 12.257836540341378 0.8176826453208923 5.0820811161249884 3.5248013151242183 1.5791262017587639 -0.028591987658264453 0.83453035554191612 2.1101048202618311 2.6645354406217514 7.5186544764041905 1.9756911951845342 4.3546493366649077 5.7479253240065145 3.4601570665191956 7.4060918742212758 1.5615337812460621 0.077766440578671145 1.1519624211966435 2.1805676869785087 0.01008522770276467 5.725546130225772 0.023135492746489197 4.0640985642308776 0.55765354310000159 4.5453498363494873 -0.098892839547288794 1.7598519886281503 4.5792446573849386 -0.25203675031661987 2.1974687876420864 0.16256837541809849 3.824657993770781 5.1812135455825112 0.70888437181148889 1.3885727588947003 leaf_weight=21326 32 20 30 188 33 3670 566 30 272 27 1800 21 32 6981 40 29 24 24 26 477 142 27 58 39 23 20 64 20 80 130 262 51947 1229 92 89 20 22 124 44 148 29 901 8181 321 51 7627 21 3544 23 1213 28 250004 209 29 44 34 612 21 22 53 26 leaf_count=21326 32 20 30 188 33 3670 566 30 272 27 1800 21 32 6981 40 29 24 24 26 477 142 27 58 39 23 20 64 20 80 130 262 51947 1229 92 89 20 22 124 44 148 29 901 8181 321 51 7627 21 3544 23 1213 28 250004 209 29 44 34 612 21 22 53 26 internal_value=0 16.338 43.6096 -0.0124263 2.64285 -0.0339352 0.657036 6.28017 1.79578 9.2793 0.51939 2.5548 7.42984 -0.0579518 8.23763 4.57127 7.18646 6.13034 9.10653 2.69646 3.40352 5.96802 3.93097 5.57009 1.19113 4.46841 10.4795 0.212465 6.05615 2.21371 0.202626 -0.0710886 0.317946 1.63115 1.12587 4.16817 2.21705 2.73902 3.28705 2.01373 5.06357 1.04214 -0.0811825 0.118324 0.660168 0.146995 8.42589 0.217996 0.893859 0.753581 2.09128 -0.0868027 1.10498 0.0751229 1.66724 0.0697168 0.464351 0.979262 3.16334 1.43058 0.209251 internal_weight=0 199 50 363022 2917 360105 12096 551 2366 200 11278 818 53 348009 173 351 149 125 78 1303 770 169 301 79 47 46 94 16123 113 188 16083 331886 8466 533 2812 40 765 601 136 714 51 2701 310453 8502 1063 14608 50 7214 1252 1475 132 301951 397 21433 73 21360 931 293 111 104 638 internal_count=363221 199 50 363022 2917 360105 12096 551 2366 200 11278 818 53 348009 173 351 149 125 78 1303 770 169 301 79 47 46 94 16123 113 188 16083 331886 8466 533 2812 40 765 601 136 714 51 2701 310453 8502 1063 14608 50 7214 1252 1475 132 301951 397 21433 73 21360 931 293 111 104 638 cat_boundaries=0 7 8 9 15 21 27 31 38 44 cat_threshold=137676288 134219264 67113232 65536 4194304 16384 128 713 28 3759144960 98308 65 1181827888 8554496 2424334400 137678340 134513732 67113808 1078231040 12584448 2048 135366176 295940 34607888 1145307651 4216576 256 1081344 262144 64 1073741824 32772 17039440 2424379524 2147886080 570439184 165008 128 0 262148 135266368 1107296257 4096 2 is_linear=0 shrinkage=0.01 Tree=58 num_leaves=59 num_cat=8 split_feature=0 1 2 0 1 1 3 3 25 14 0 1 3 0 2 2 16 2 24 2 5 12 24 0 0 3 19 2 3 8 25 25 6 14 12 19 5 6 2 0 2 0 6 25 5 7 6 3 7 25 6 3 2 2 7 9 25 3 split_gain=5.21127e+08 4.86776e+08 2.21704e+08 2.03203e+08 8.80861e+07 5.85699e+07 3.09682e+07 2.76779e+07 2.33696e+07 1.36283e+07 1.35042e+07 1.32006e+07 2.06227e+07 1.2118e+07 9.49946e+06 8.49071e+06 8.48355e+06 8.45918e+06 8.13835e+06 8.04972e+06 1.1293e+07 7.975e+06 7.5676e+06 1.02839e+07 7.41119e+06 6.39748e+06 6.14969e+06 6.12184e+06 5.88126e+06 5.1308e+06 4.85167e+06 4.79206e+06 4.70181e+06 4.56777e+06 4.40095e+06 4.33941e+06 4.33356e+06 4.31179e+06 3.82832e+06 3.61564e+06 3.57472e+06 3.19995e+06 3.10446e+06 3.0486e+06 2.89047e+06 2.8426e+06 2.79825e+06 2.41713e+06 2.26351e+06 2.13604e+06 2.03114e+06 1.78379e+06 1.45426e+06 1.41601e+06 1.095e+06 703092 669731 166026 threshold=2778.6210000000005 2781.5828000000006 2682.0900000000006 474.29950500000001 786.89439000000004 90.759350000000012 481.20000000000005 991.56000000000017 0 1352.1000000000001 104.01000000000001 1461.4925000000003 815.10500000000013 36.657000000000004 1107.4580000000003 1468.575 52.257449999999999 723.85250000000008 1 27.046500000000005 670.57570000000021 146.69300000000001 2 1275.1415000000002 1519.5755740000002 274.86025000000006 604.3185000000002 8.9330715000000023 72.012335000000022 265.17450000000002 3 4 698.40204000000006 32.822500000000012 266.68300000000005 254.24000000000004 190.35649999999995 258.07900000000006 673.68310000000008 149.25200000000004 174.08000000000001 1117.6621800000003 75.612950000000012 5 30.001000000000001 826.12250000000006 1136.6981000000003 138.47650000000002 76.508500000000012 6 104.02000000000002 1493.1141200000004 1827.1555000000001 784.03650000000005 712.24900000000014 135.22032050000004 7 1890.7105500000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 2 left_child=3 16 -3 5 8 13 10 15 17 14 29 35 -13 31 24 18 19 22 27 -2 -21 41 23 -5 -9 -24 30 -6 -20 43 48 51 40 -23 -28 38 -17 -16 -8 -37 -12 -19 49 -7 53 55 -31 -44 -15 -33 -32 52 -1 56 -34 -46 -10 -53 right_child=1 2 -4 4 7 6 11 9 44 -11 32 12 -14 26 37 36 -18 21 28 20 -22 33 25 -25 -26 -27 34 -29 -30 46 50 42 54 -35 -36 39 -38 -39 -40 -41 -42 -43 47 -45 45 -47 -48 -49 -50 -51 -52 57 -54 -55 -56 -57 -58 -59 leaf_value=0.066682228926610604 9.1770380004465579 17.383738723754881 60.36670264689127 2.9290698325475057 10.150181106365089 0.42738860298163484 1.6191553092940114 2.9860892183884329 0.71950531191609113 15.79414864151566 0.77433135500583394 15.055697793052309 2.3023096036911013 0.38925900833791177 13.624202537536622 11.947274002075197 12.560183997750283 1.9486707178406093 -0.33982482696401661 -0.041786693731943769 7.7251850832425637 10.962212651570637 0.99737490527062922 7.6695665656637271 9.3747721652984612 2.9443672819418603 0.80950580739974987 5.0312603237926963 3.48955333838096 1.1947462673531732 0.061133844272260734 -0.028129275291086091 2.6378900862275887 5.5660416028768784 7.4434680104255682 1.9559342865510418 5.9378658790588386 8.9200253968920027 3.425555517786258 7.332030958471627 1.5459184415401948 5.3366048356890676 0.091337848163165647 0.033839935577725043 0.85670717618566883 4.7623545626493602 5.0238866806030273 0.81602353718561904 1.0092815261297401 -0.096803748562989525 0.56814324009174222 1.1387532171938155 2.1067728576660154 2.9478837490081786 5.1294013827497302 2.1138176474938026 0.10719350860731021 2.0864324049494769 leaf_weight=20973 50 20 30 300 33 4548 566 46 265 27 1800 21 32 3473 27 20 24 92 58 36 39 21 471 54 30 263 20 80 130 417 11050 55331 89 62 20 22 30 70 148 29 901 40 4635 3481 141 26 20 511 709 250327 851 36 35 21 22 65 545 38 leaf_count=20973 50 20 30 300 33 4548 566 46 265 27 1800 21 32 3473 27 20 24 92 58 36 39 21 471 54 30 263 20 80 130 417 11050 55331 89 62 20 22 30 70 148 29 901 40 4635 3481 141 26 20 511 709 250327 851 36 35 21 22 65 545 38 internal_value=0 16.1746 43.1735 -0.0123013 2.61642 -0.0335951 0.650469 6.21737 1.77782 9.1865 0.5142 2.52925 7.35554 -0.0573716 8.15525 4.52556 7.11459 2.6695 3.89166 6.06904 3.99704 4.50253 2.33181 3.55186 5.50794 1.67222 0.210355 5.99558 2.19158 0.314772 0.200615 -0.0703777 1.11461 6.93134 4.12649 2.19488 8.34163 10.2294 1.99359 5.01293 1.03172 2.97532 -0.0802728 0.257339 0.653567 1.64662 1.36999 0.163299 0.493196 -0.0843762 0.0973066 0.0755046 0.0700811 0.38419 3.1317 1.25337 0.317724 1.6254 internal_weight=0 199 50 363022 2917 360105 12096 551 2366 200 11278 818 53 348009 173 351 149 1303 301 125 75 215 1088 354 76 734 16123 113 188 8466 16083 331886 2812 83 40 765 50 97 714 51 2701 132 310804 8029 1063 232 437 5146 4182 305658 11901 21082 21008 831 111 206 810 74 internal_count=363221 199 50 363022 2917 360105 12096 551 2366 200 11278 818 53 348009 173 351 149 1303 301 125 75 215 1088 354 76 734 16123 113 188 8466 16083 331886 2812 83 40 765 50 97 714 51 2701 132 310804 8029 1063 232 437 5146 4182 305658 11901 21082 21008 831 111 206 810 74 cat_boundaries=0 7 8 9 15 21 28 35 40 cat_threshold=137676288 134219264 67113232 65536 4194304 16384 128 28 38 1083392 134512708 67113296 1078231040 12584448 2048 3222274048 98308 2147483713 1181827888 8554496 2424334400 135628416 1074005508 35132176 71565315 4215040 16640 128 536903812 1090781248 276895876 2147886080 570430992 165008 128 0 1073774660 135790656 33554464 5120 is_linear=0 shrinkage=0.01 Tree=59 num_leaves=59 num_cat=12 split_feature=0 1 0 3 1 1 3 3 25 5 0 1 3 0 24 0 16 26 4 0 5 3 17 18 24 3 26 6 8 25 25 10 6 11 4 1 5 4 3 25 4 25 6 24 4 5 6 25 1 3 26 3 25 25 24 3 26 20 split_gain=5.10757e+08 4.77089e+08 1.99163e+08 1.60621e+08 8.63318e+07 5.74049e+07 3.03518e+07 2.71271e+07 2.29027e+07 1.33719e+07 1.32352e+07 1.29379e+07 2.02123e+07 1.18768e+07 8.33742e+06 1.33017e+07 8.31473e+06 1.80141e+07 8.08051e+06 7.79589e+06 1.39286e+07 7.72246e+06 6.03627e+06 5.93949e+06 7.13318e+06 7.21997e+06 6.41571e+06 5.03072e+06 5.02864e+06 4.96564e+06 4.70724e+06 4.68198e+06 4.60824e+06 4.2457e+06 3.99418e+06 3.84565e+06 3.58627e+06 3.39348e+06 3.47006e+06 2.99011e+06 2.96921e+06 2.93833e+06 2.74257e+06 2.66834e+06 2.63123e+06 2.11029e+06 2.0796e+06 2.06052e+06 1.83874e+06 1.7842e+06 4.00118e+06 1.3815e+06 1.19729e+06 1.15328e+06 1.00214e+06 948684 553537 387262 threshold=2778.6210000000005 2781.5828000000006 474.29950500000001 2725.8677800000005 786.89439000000004 90.759350000000012 481.20000000000005 991.56000000000017 0 2871.8940000000007 104.01000000000001 1461.4925000000003 815.10500000000013 36.657000000000004 1 1117.6621800000003 52.257449999999999 2022.5000000000002 45.377038500000005 992.19979999999998 524.39625000000012 149.268 1179.9325000000001 621.40117000000009 2 72.012335000000022 2022.5000000000002 698.40204000000006 265.17450000000002 3 4 172.93750000000003 698.40204000000006 640.9625000000002 398.46248000000008 469.40400000000005 553.36150000000009 44.625000000000007 250.65000000000003 5 362.02000000000004 6 1136.6981000000003 7 113.96900000000001 1146.4585000000004 519.7600000000001 8 121.02650000000001 1493.1141200000004 2022.5000000000002 30.592500000000005 9 10 11 64.404025000000019 2022.5000000000002 216.84495000000004 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 9 2 2 2 2 2 2 2 2 9 2 9 2 1 2 2 2 9 2 2 2 2 9 9 1 2 2 2 left_child=2 16 5 -3 8 13 10 23 14 19 28 33 -13 30 31 34 17 18 -2 36 -21 -19 29 24 26 -26 -6 -17 39 44 49 48 41 43 -16 -33 -9 47 -39 -7 53 -12 -30 -8 -15 -35 56 -32 -4 52 -51 -31 -1 54 -10 -34 -42 -55 right_child=1 3 4 -5 7 6 11 9 40 -11 32 12 -14 22 15 27 -18 21 -20 20 -22 -23 -24 -25 25 -27 -28 -29 42 51 37 35 55 45 -36 -37 -38 38 -40 -41 46 -43 -44 -45 -46 -47 -48 -49 -50 50 -52 -53 -54 57 -56 -57 -58 -59 leaf_value=0.23020735736666212 11.935040176652727 22.521671655828303 0.35855843538933613 58.629013290405275 8.2963127546656779 0.42254113352910688 2.4962997381140086 1.5368121950966973 1.6439489087773793 15.373491053087958 1.2570968137567655 14.905140904017857 2.2792865586280824 0.36176983013174407 2.2022300623353948 5.0916015663637335 12.434582138856252 -2.8502494045098623 5.4786361694335941 14.13222413900422 6.979033229733691 5.2585605791340706 5.6985997989177699 8.7354316848119105 -0.47142183613358885 3.7872502253272318 3.854302852893698 9.7321573185920709 1.1827988085772494 0.020514226128777936 -0.028233554672907394 2.0630820019867109 1.6790736400719846 3.3530200844933007 4.0617835396604658 5.657547733350234 7.0035833413260322 0.077441168999705365 1.1373621767372868 0.032588108791932205 2.1492334534140194 0.53857546593876604 4.9736478538513182 1.0912113550022837 0.98648185628190066 6.9633052577972414 4.4758170264107839 -0.097117719057867813 1.7215820842724667 4.5181432457627926 -0.26628845046867022 0.2880557703384809 0.033668414402788012 0.16122622913477341 0.39900622219846232 3.7017106053156734 0.68985821454030161 1.5750773105621338 leaf_weight=3755 42 22 188 28 74 4563 343 21 124 29 1790 21 32 4317 445 141 24 24 36 41 81 23 20 30 57 132 58 28 417 8489 52617 92 33 85 156 44 28 8181 321 3466 51 911 20 317 799 20 28 249334 209 29 44 2498 17605 618 169 78 53 20 leaf_count=3755 42 22 188 28 74 4563 343 21 124 29 1790 21 32 4317 445 141 24 24 36 41 81 23 20 30 57 132 58 28 417 8489 52617 92 33 85 156 44 28 8181 321 3466 51 911 20 317 799 20 28 249334 209 29 44 2498 17605 618 169 78 53 20 internal_value=0 16.0129 -0.012178 42.7418 2.59029 -0.033259 0.643968 6.1552 1.76008 9.09464 0.509062 2.50396 7.28198 -0.0567979 2.6428 3.33852 7.04345 6.00835 8.95516 8.0298 9.38297 1.11789 0.208252 4.4803 4.08263 2.37712 5.89772 5.86045 0.31163 0.201433 -0.069674 1.59476 1.10347 2.17293 2.68491 3.226 4.66068 -0.079568 0.117459 0.254771 0.647108 1.0214 1.35629 1.87579 0.458439 4.04069 2.05679 -0.0851183 1.07612 0.0736422 1.63438 0.0812684 0.0683427 0.45419 0.962743 3.10039 1.40551 0.202376 internal_weight=0 199 363022 50 2917 360105 12096 551 2366 200 11278 818 53 348009 1303 770 149 125 78 171 122 47 16123 351 321 189 132 169 8466 16103 331886 533 2812 765 601 136 49 310453 8502 8029 1063 2701 437 660 5116 105 132 301951 397 21433 73 10987 21360 931 293 111 104 638 internal_count=363221 199 363022 50 2917 360105 12096 551 2366 200 11278 818 53 348009 1303 770 149 125 78 171 122 47 16123 351 321 189 132 169 8466 16103 331886 533 2812 765 601 136 49 310453 8502 8029 1063 2701 437 660 5116 105 132 301951 397 21433 73 10987 21360 931 293 111 104 638 cat_boundaries=0 7 8 9 15 21 28 35 36 43 49 55 56 cat_threshold=137676288 134219264 67113232 65536 4194304 16384 128 713 28 3181568 134512708 67113296 1078231040 12584448 2048 3759144960 98308 65 1181827888 8554496 2424334400 135628416 1074005508 35128080 1145307139 4215040 16640 128 202475040 1082392640 135794944 1073741825 4194304 0 4 372 32772 17039440 2424315012 2147886080 570439184 165008 128 2147483648 65540 0 4194336 2048 2147510272 0 262148 135266368 1107296257 4096 2 3078 is_linear=0 shrinkage=0.01 Tree=60 num_leaves=55 num_cat=10 split_feature=3 2 0 0 2 25 0 2 2 4 2 0 3 6 0 2 4 3 12 24 25 10 5 0 9 0 10 25 25 15 24 5 5 2 6 3 0 0 4 24 5 0 25 0 4 4 0 24 7 8 3 5 25 5 split_gain=6.80278e+08 7.2803e+08 2.54943e+08 2.43936e+08 6.81882e+07 6.81482e+07 6.10046e+07 1.24514e+08 4.41783e+07 3.30717e+07 2.77492e+07 2.11383e+07 2.08743e+07 1.88481e+07 1.73941e+07 1.55686e+07 1.18908e+07 1.08264e+07 9.92152e+06 9.49469e+06 8.67955e+06 8.56362e+06 6.97691e+06 6.39655e+06 6.34787e+06 9.56813e+06 3.81041e+07 5.73126e+06 4.36684e+06 4.32525e+06 4.2771e+06 3.7203e+06 3.68511e+06 3.65707e+06 3.60902e+06 3.46437e+06 3.37637e+06 3.17119e+06 8.13108e+06 2.58543e+06 2.57031e+06 2.52398e+06 2.25001e+06 2.04285e+06 1.94187e+06 1.74473e+06 1.63953e+06 1.58795e+06 1.56562e+06 1.56249e+06 1.52404e+06 1.47591e+06 1.30888e+06 1.1224e+06 threshold=2725.8677800000005 2682.0900000000006 2778.6210000000005 635.46050000000014 174.08000000000001 0 2778.6210000000005 27.046500000000005 2682.0900000000006 508.93250000000006 1468.575 39.074400000000004 991.56000000000017 1937.6795000000002 100.65920000000001 673.68310000000008 140.94445500000003 481.20000000000005 371.74280000000005 1 2 172.93750000000003 584.10300000000018 214.35000000000002 375.64974000000007 4.7600710000000008 246.87250000000003 3 4 715.25850000000014 5 425.55000000000007 62.716000000000015 234.80250000000004 221.35500000000002 1.8921100000000004 299.04000000000008 1519.5755740000002 588.42000000000019 6 842.25950000000023 161.48350000000002 7 2778.6210000000005 124.88310000000003 137.52500000000001 688.40820000000008 8 365.31653000000006 242.06775000000002 571.90530000000001 99.17256350000001 9 172.37350000000004 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 9 9 2 1 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 1 2 2 2 2 9 2 left_child=3 10 -3 4 11 6 8 -8 12 14 18 24 19 22 35 27 -14 29 41 -5 36 -9 39 -19 28 31 -27 30 50 -16 46 -26 -30 -24 42 52 44 40 -39 -11 49 -2 -22 51 -13 -32 -7 -38 -37 -17 -1 -29 -6 -36 right_child=1 2 -4 5 9 15 7 21 -10 13 -12 20 16 -15 17 37 -18 23 -20 -21 34 -23 33 -25 25 26 -28 43 32 -31 45 -33 -34 -35 53 48 47 38 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 leaf_value=0.072467367170458971 0.17081789445877074 23.547331891741074 68.388306241035465 4.3997567826509476 0.42152728613127971 1.1376557273864747 32.162096746826172 9.2534005663471834 15.270299459921349 0.66309996877610689 14.534232843460575 0.46096629283372187 14.587192525863648 12.371323202224005 1.1243531627289736 3.9737665022744073 6.3514347142065075 5.6271504092500324 9.6573226837884825 1.8779777901722836 0.26140792279956387 1.6933543218415361 8.3419211700558655 2.3506871099006839 0.23380281217946303 -0.068706147435211376 15.249866208596664 0.22623266527016961 -0.08258671214326728 4.6296771189901564 0.57707841287224981 2.3887400130792096 0.15522638954491971 3.840572080457533 0.63841830316288728 0.63459889992867435 2.0531727031911355 11.311777461864763 2.5118403452918643 2.5178683224525025 6.9018018926382068 3.9387589651346206 0.011048548482323109 -2.309724122115544 1.206648892295388 2.1202924285888676 4.2616117131596516 0.93447587765391216 1.6485948542707107 1.2118270752646707 1.0101799055099487 1.808011778627123 -0.023892070375633533 1.5592414799274184 leaf_weight=18093 40 21 32 418 1103 20 25 31 37 130 31 1788 20 21 1586 54 142 84 21 315 8707 29 20 205 894 62 22 375 309734 36 177 88 6656 185 377 1460 257 21 21 325 20 32 6116 28 434 125 105 381 170 33 175 70 1625 204 leaf_count=18093 40 21 32 418 1103 20 25 31 37 130 31 1788 20 21 1586 54 142 84 21 315 8707 29 20 205 894 62 22 375 309734 36 177 88 6656 185 377 1460 257 21 21 325 20 32 6116 28 434 125 105 381 170 33 175 70 1625 204 internal_value=0 19.5998 50.6211 -0.009553 -0.0291654 3.41681 5.25034 13.4119 4.56233 0.951769 6.34063 -0.0484246 4.11965 3.04473 0.724412 1.57416 7.36819 1.51987 3.60943 3.40169 0.282885 5.59938 2.74798 3.30302 -0.0664484 0.704002 3.9433 1.09348 -0.0689026 1.20215 1.91625 0.426913 -0.0775813 4.27973 0.188474 0.375602 0.787969 4.58326 6.91181 2.05785 3.66925 1.84546 0.158293 0.30378 0.606613 1.17686 3.48313 1.43194 0.740353 2.92613 0.0814057 0.475052 0.15766 0.961737 internal_weight=0 177 53 363004 360938 2066 1017 85 932 6950 124 353988 895 681 6269 1049 162 1911 93 733 18264 60 660 289 335724 1066 84 900 334658 1622 427 982 316390 205 15404 4358 2860 149 42 455 107 72 14823 473 2222 302 125 638 1630 87 18268 445 2728 581 internal_count=363181 177 53 363004 360938 2066 1017 85 932 6950 124 353988 895 681 6269 1049 162 1911 93 733 18264 60 660 289 335724 1066 84 900 334658 1622 427 982 316390 205 15404 4358 2860 149 42 455 107 72 14823 473 2222 302 125 638 1630 87 18268 445 2728 581 cat_boundaries=0 7 8 13 20 27 28 29 35 36 42 cat_threshold=143688192 134217728 16 1073741824 4210688 0 4 3102 1081344 262144 67109184 1111490560 8388609 263168 1073742916 67113216 0 5120 0 128 3221225472 98308 193 1180828208 580028416 12609616 2 548 2184 145034752 1209009764 135270928 33313 4264192 16514 3078 2281997824 1073808452 4352 1144258560 4215040 256 is_linear=0 shrinkage=0.01 Tree=61 num_leaves=63 num_cat=6 split_feature=2 4 12 0 1 1 0 4 25 0 0 2 2 0 11 26 2 26 12 4 14 7 0 5 24 25 1 13 9 1 9 0 2 2 0 11 18 25 25 0 7 7 1 26 2 5 12 0 5 11 24 5 0 4 26 4 4 11 5 5 5 1 split_gain=6.62345e+08 7.43623e+08 2.73245e+08 2.29001e+08 7.88839e+07 5.51745e+07 5.275e+07 4.57133e+07 3.02278e+07 4.15955e+07 2.88289e+07 2.21696e+07 2.19732e+07 2.17958e+07 2.07089e+07 1.87694e+07 1.76663e+07 1.5072e+07 1.31948e+07 1.12996e+07 1.10794e+07 1.09275e+07 1.06908e+07 8.2995e+06 7.79816e+06 6.7388e+06 6.26556e+06 8.5603e+06 5.76247e+06 1.1441e+07 3.95344e+07 5.32238e+06 4.81351e+06 4.34174e+06 4.27836e+06 4.24782e+06 4.87794e+06 3.75674e+06 3.31404e+06 2.99962e+06 2.99758e+06 2.98444e+06 2.94156e+06 4.01877e+06 2.52641e+06 2.50514e+06 2.90642e+06 2.16661e+06 2.08601e+06 2.08479e+06 1.86507e+06 1.83616e+06 1.4888e+06 1.45959e+06 1.14067e+06 865531 836641 820925 802574 798923 619502 545895 threshold=2682.0900000000006 2693.9010000000007 85.709000000000017 474.29950500000001 786.89439000000004 263.08925000000005 688.40820000000008 102.15277500000001 0 2778.6210000000005 992.19979999999998 170.26100000000005 8.9330715000000023 31.590500000000002 1230.4050000000002 2022.5000000000002 784.03650000000005 2022.5000000000002 146.69300000000001 124.88310000000003 1061.9390000000003 519.7600000000001 1884.2950000000003 622.44110000000012 1 2 733.85806350000018 602.3524450000001 375.64974000000007 27.234500000000004 419.23800000000006 33.002500000000005 784.03650000000005 74.33550000000001 44.556600000000003 168.34925000000001 576.00000000000011 3 4 2778.6210000000005 420.97500000000008 1306.1250000000002 786.89439000000004 2022.5000000000002 367.00960450000008 1561.8224400000001 584.10300000000018 24.190470000000001 772.27550000000008 246.44000000000003 5 670.57570000000021 635.46050000000014 191.94000000000003 2022.5000000000002 229.44145 480.67500000000001 577.50480000000005 252.1095 114.12500000000001 492.24500000000006 39.031250000000007 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=3 6 -3 5 8 13 54 -8 9 16 23 25 -12 28 15 -14 24 -11 -18 35 -16 31 -9 52 -5 42 49 -28 33 50 -31 60 40 37 -33 38 -37 -1 -15 44 -21 -35 48 -44 56 46 -25 57 -7 -23 -30 -34 59 -54 -2 -49 -10 -27 -56 -6 -13 -46 right_child=1 2 -4 4 10 11 7 22 39 17 12 21 14 19 20 -17 18 -19 -20 32 -22 26 -24 45 -26 47 27 -29 29 30 -32 34 51 41 -36 36 -38 -39 -40 -41 -42 -43 43 -45 61 -47 -48 55 -50 -51 -52 -53 53 -55 58 -57 -58 -59 -60 -61 -62 -63 leaf_value=0.078358974848518309 2.9575270105641467 32.547212644304551 80.942439270019534 2.98382174725741 -0.21125776090929585 1.0753017540964434 25.04168753582498 12.447178289240057 0.2886732890298303 15.321754154317519 15.413117626508077 0.70236822627823459 8.1327028052600525 0.30696621427140552 8.2711067068917412 2.2488187907844464 3.2350294471740724 5.3141728860360606 8.5187320696366466 0.72214459318170299 16.552808943430584 1.6524594272072637 2.4720708002362932 3.2298886837186043 1.3531088567276168 0.11073225428071236 8.2075794686211481 0.69830210304260254 1.2050068638745477 15.615224628394301 1.0780478243923188 6.846521911144257 2.4332099174050721 0.16430978174959535 2.1556023090676457 0.8140713509510441 5.7119574474153074 -0.081351111840953255 0.032536512589305587 -2.6482059532801312 1.9938787319037716 4.0326441836357114 4.6665864569043354 1.001960612012629 1.0554292768902249 8.6868509246826164 7.9614132061004641 0.62511429135830121 4.1504665526099824 4.2302846198970991 0.047691748012602328 5.9466073326837456 4.2479291012612252 1.7506416895866395 -0.73336228590745189 1.4715170054952305 1.7409742838995796 1.7809577528635661 1.9311627726554872 2.0412530998885634 1.9609201720086011 2.5862743976170366 leaf_weight=15455 29 28 20 539 31 539 23 22 714 34 36 352 130 7871 35 93 125 27 76 2131 30 67 21 37 783 1542 63 20 160 22 125 20 51 7142 698 641 21 310970 9986 30 203 20 63 57 36 25 20 621 23 59 790 21 44 50 26 150 42 30 20 32 44 66 leaf_count=15455 29 28 20 539 31 539 23 22 714 34 36 352 130 7871 35 93 125 27 76 2131 30 67 21 37 783 1542 63 20 160 22 125 20 51 7142 698 641 21 310970 9986 30 203 20 63 57 36 25 20 621 23 59 790 21 44 50 26 150 42 30 20 32 44 66 internal_value=0 18.7154 52.7119 -0.0097372 2.72563 -0.0328006 7.14209 13.6623 1.95624 2.77751 6.10383 1.08686 8.04734 -0.0464906 7.12661 5.67889 2.47074 10.8922 5.23285 0.266611 12.0934 2.16659 7.57561 3.46911 2.05078 0.61463 4.26481 6.39812 -0.0660662 0.657516 3.25368 1.77294 0.911313 -0.0684457 2.28627 0.18285 0.969442 -0.0737895 0.15369 0.454874 0.832754 0.175112 1.48288 2.92589 0.568675 6.04763 4.89007 0.354059 1.20115 2.85954 0.255794 3.45795 2.12237 2.91958 1.40432 0.789784 0.369357 0.142607 0.425127 0.932875 0.842207 2.04598 internal_weight=0 189 48 362992 3035 359957 141 66 2472 1584 563 4348 324 355609 288 223 1523 61 201 20925 65 1323 43 239 1322 3025 209 83 334684 1097 147 1114 2406 333587 718 18519 662 326425 17857 888 2334 7162 682 120 858 82 57 2343 562 126 950 72 157 94 75 771 756 1572 46 63 396 102 internal_count=363181 189 48 362992 3035 359957 141 66 2472 1584 563 4348 324 355609 288 223 1523 61 201 20925 65 1323 43 239 1322 3025 209 83 334684 1097 147 1114 2406 333587 718 18519 662 326425 17857 888 2334 7162 682 120 858 82 57 2343 562 126 950 72 157 94 75 771 756 1572 46 63 396 102 cat_boundaries=0 7 8 13 20 26 27 cat_threshold=143967744 134219264 67113232 1073807360 4210688 16384 132 1062 1081344 1073741824 336 0 65536 3758096384 98308 193 1178730544 43124736 12741712 2 143689216 263236 67113296 1077969409 12584257 2048 260 is_linear=0 shrinkage=0.01 Tree=62 num_leaves=60 num_cat=6 split_feature=3 2 0 0 1 1 2 3 2 0 24 2 1 24 0 0 3 5 2 2 12 2 2 16 5 1 3 3 10 2 7 2 0 1 10 24 11 0 7 4 4 4 11 24 7 5 9 24 0 0 7 0 16 5 14 10 24 26 2 split_gain=6.56871e+08 7.02201e+08 2.4753e+08 2.34073e+08 8.14006e+07 6.7159e+07 3.50801e+07 2.95358e+07 2.69594e+07 2.48434e+07 2.08264e+07 2.52306e+07 1.99124e+07 2.90967e+07 3.75331e+07 1.80581e+07 1.74437e+07 1.38409e+07 1.06364e+07 9.92062e+06 9.68564e+06 8.58277e+06 7.87467e+06 7.0555e+06 6.68349e+06 6.43478e+06 1.82064e+07 6.4035e+06 6.3697e+06 4.328e+07 5.95479e+06 5.41936e+06 5.21256e+06 5.05265e+06 4.74455e+06 4.32937e+06 4.22957e+06 4.16079e+06 3.96476e+06 3.9602e+06 3.71775e+06 3.66009e+06 3.38648e+06 3.10906e+06 2.86253e+06 2.81568e+06 2.97609e+06 2.75725e+06 2.3331e+06 1.97195e+06 1.50749e+06 1.48442e+06 1.43505e+06 1.42967e+06 1.3075e+06 1.13397e+06 923764 280375 193433 threshold=2725.8677800000005 2682.0900000000006 2778.6210000000005 635.46050000000014 860.12500000000011 248.93500000000003 2682.0900000000006 109.51753000000001 1468.575 86.808500000000024 0 31.079190000000001 72.937500000000014 1 1275.1415000000002 2778.6210000000005 991.56000000000017 584.10300000000018 723.85250000000008 549.23035000000016 371.74280000000005 230.86370000000002 26.254000000000001 698.30250000000012 524.39625000000012 1461.4925000000003 571.90530000000001 156.80275000000003 246.87250000000003 33.601250000000007 519.7600000000001 251.15409550000004 1519.5755740000002 228.79050000000004 1159.6875000000002 2 14.451500000000001 1884.2950000000003 254.73937500000002 108.76150000000001 452.88000000000005 862.3225000000001 304.87800000000004 3 77.917750000000026 425.55000000000007 487.08190000000008 4 195.69400000000005 137.52300000000002 485.08750000000003 13.917363 889.3329500000001 104.17150000000002 60.212000000000003 1058.8682400000002 5 2022.5000000000002 117.64300000000001 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 left_child=3 8 -3 5 12 9 10 31 20 22 11 -6 13 14 57 18 -13 25 35 27 33 44 45 36 -8 42 -27 -19 39 -30 -21 48 -20 58 40 -14 -12 -16 43 -24 -23 -25 -9 -15 47 51 -47 -11 55 50 -33 -1 -46 -40 -51 -7 -50 -5 -2 right_child=1 2 -4 4 6 7 24 17 -10 21 23 16 15 38 37 -17 -18 19 32 30 -22 34 28 41 -26 26 -28 -29 29 -31 -32 49 -34 -35 -36 -37 -38 -39 53 -41 -42 -43 -44 -45 52 46 -48 -49 56 54 -52 -53 -54 -55 -56 -57 -58 -59 -60 leaf_value=-0.077065768313487215 -0.75744384563886202 23.048468482607888 67.232699928283694 2.3419989954300648 19.9759542876482 0.24951649480120253 19.961744979858398 1.384191204884847 14.313971947085472 0.63401953341891804 4.6318381268996047 5.0630324971675877 0.48207768192735773 1.6289939350035132 10.573629579089937 10.949159009994998 14.412863383754607 7.4267888357241958 4.4689056109647236 4.0513505716427511 9.5213348606654584 0.94083640328475415 0.064219280803570727 10.801275696527391 12.134526405334473 1.0535292310714721 12.73892060661316 1.9147403412471615 15.66629263162613 0.65611890874527123 8.2528445250337779 0.80981317196014935 8.8164680806328271 5.3264859412266663 6.0872350130081179 2.8985350295182575 1.7332493787452026 16.868593021574476 0.88805387612545139 0.58575954987470302 2.6404093569237115 5.5743140999046537 2.7731244945812681 -0.13575644644945029 0.69807841655878378 0.33798883150285641 2.6133678485501197 0.16805795287534483 1.52894022395653 1.8778345054231194 3.3262831922677845 0.021280122417821911 3.1634665628274279 3.5593092385460348 3.8711480851400468 2.6408448232412338 0.47980706366514547 1.0198672671940014 0.55066040802001948 leaf_weight=310079 26 21 32 53 24 2334 20 1125 31 1575 133 56 108 113 21 31 31 24 146 69 21 945 16068 21 24 40 20 173 20 486 66 282 34 26 20 478 81 21 33 1601 149 37 208 527 1453 789 62 6538 216 152 26 16147 24 51 42 20 185 23 20 leaf_count=310079 26 21 32 53 24 2334 20 1125 31 1575 133 56 108 113 21 31 31 24 146 69 21 945 16068 21 24 40 20 173 20 486 66 282 34 26 20 478 81 21 33 1601 149 37 208 527 1453 789 62 6538 216 152 26 16147 24 51 42 20 185 23 20 internal_value=0 19.2596 49.7257 -0.00938201 3.347 -0.0285938 7.23588 1.12441 6.23782 -0.0447315 6.26437 9.99795 2.33385 1.26148 5.65523 3.46677 8.39458 2.18242 3.16396 4.01724 3.54577 0.429732 -0.0594415 4.2181 15.6924 1.74511 4.94866 2.58626 0.143157 1.24941 6.10541 0.564065 5.29011 1.80289 1.26055 2.51087 3.53471 13.7211 0.460893 0.111476 1.17231 7.46683 1.60092 0.199164 0.333222 -0.0706995 0.503763 0.259505 0.389942 1.51966 1.02224 -0.072198 0.738139 2.50989 2.30938 0.269834 1.09502 1.94188 -0.188703 internal_weight=0 177 53 363004 2066 360938 427 4982 124 355956 383 111 1639 842 118 797 87 1725 766 332 93 10704 345252 272 44 1393 60 197 18175 506 135 3257 180 72 1114 586 214 42 724 17669 1094 58 1333 640 9590 327077 851 8113 2755 502 308 326226 1477 84 194 2354 401 76 46 internal_count=363181 177 53 363004 2066 360938 427 4982 124 355956 383 111 1639 842 118 797 87 1725 766 332 93 10704 345252 272 44 1393 60 197 18175 506 135 3257 180 72 1114 586 214 42 724 17669 1094 58 1333 640 9590 327077 851 8113 2755 502 308 326226 1477 84 194 2354 401 76 46 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=52 2 385 288 6 92 is_linear=0 shrinkage=0.01 Tree=63 num_leaves=57 num_cat=9 split_feature=3 2 0 0 1 1 2 3 2 25 0 2 0 24 2 3 6 7 1 6 2 2 10 24 6 2 19 8 25 10 2 13 24 3 25 8 25 2 1 24 8 3 0 10 2 19 24 9 0 14 16 1 10 0 2 13 split_gain=6.43799e+08 6.88227e+08 2.42604e+08 2.29447e+08 7.9771e+07 6.58271e+07 3.4382e+07 2.89458e+07 2.64229e+07 2.58209e+07 3.76714e+07 2.94082e+07 2.43498e+07 2.0412e+07 2.47285e+07 1.70965e+07 1.3363e+07 1.12374e+07 9.25536e+06 8.63598e+06 8.21753e+06 7.71796e+06 7.54679e+06 7.14373e+06 7.0656e+06 6.99723e+06 6.91635e+06 6.76009e+06 6.28707e+06 6.24295e+06 4.24187e+07 6.07649e+06 5.85741e+06 5.85033e+06 5.52181e+06 5.15161e+06 4.15245e+06 3.986e+06 3.60066e+06 3.58614e+06 3.49004e+06 3.42203e+06 3.28354e+06 2.94212e+06 2.84817e+06 2.82666e+06 2.7268e+06 2.65865e+06 2.24082e+06 2.10377e+06 1.80603e+06 1.41394e+06 1.05646e+06 989869 283211 179370 threshold=2725.8677800000005 2682.0900000000006 2778.6210000000005 635.46050000000014 860.12500000000011 248.93500000000003 2682.0900000000006 109.51753000000001 1468.575 0 2778.6210000000005 137.75200000000004 86.808500000000024 1 31.079190000000001 991.56000000000017 1937.6795000000002 576.56500000000017 126.82325000000002 420.87650000000008 267.68250000000006 26.254000000000001 160.67825000000002 2 316.16370000000001 967.39580000000012 575.81500000000017 1350.3896175000002 3 246.87250000000003 33.601250000000007 602.3524450000001 4 698.94000000000005 5 824.40500000000009 6 216.83020000000005 214.60600000000002 7 1581.7937000000002 166.37775000000002 2778.6210000000005 1935.1350000000002 174.08000000000001 430.74300000000011 8 5.7011000000000012 747.41500000000008 429.20700000000005 950.59180000000003 367.00000000000006 571.28250000000014 31.097000000000005 11.905750000000003 30.006000000000004 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 1 2 9 2 9 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=3 8 -3 5 9 12 13 28 22 10 18 -12 21 14 -6 -16 17 33 23 34 32 36 38 -5 -8 45 40 -20 37 41 -31 -19 48 -9 39 47 43 46 54 -14 -15 -23 -34 -1 -36 -21 -7 -22 -11 -38 -28 -39 53 -30 -2 -54 right_child=1 2 -4 4 6 7 24 16 -10 20 11 -13 19 26 15 -17 -18 31 27 25 35 29 -24 -25 -26 -27 50 -29 52 30 -32 -33 42 -35 44 -37 49 51 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 55 -55 -56 -57 leaf_value=0.072765656443429638 -0.73878374387820556 22.817983511061893 66.560372833013531 3.6604775709530402 19.776194616158804 1.4518998423390099 19.925170857787133 1.3984002168790357 14.170831966400147 4.8928313328238096 21.880481304168704 4.7316624870300288 1.7031339562741468 3.1470041553592929 5.0124022044454302 14.26873451340583 8.6668904507544742 4.8596471993586157 3.9096552661043114 1.2863164684801043 1.3380662237159138 0.074730298333648165 7.7421639846933292 0.25351879669141164 11.877311878204345 6.5349636173248289 5.9638333946466444 8.8689521255493169 0.031656478990185304 15.509628854751586 0.64955772224192809 1.0604133443479185 0.4623566296393411 3.0165574231787002 0.19396707738795671 7.0748376347468449 -0.079560259277305076 0.98977990366235558 5.1108832988739019 0.62396645597100397 6.6163592366611264 0.65391157078031936 -2.782049230084275 3.5056651031494144 0.78224756649676208 5.1566631121635442 0.35785983338409311 3.5814615820117832 1.9586505086142736 0.63120110861653334 10.162682929266067 2.5542133157974067 1.1031922427813212 0.54292669052503595 0.87245772171020508 2.3532710621573707 leaf_weight=18010 24 21 32 106 24 384 20 1173 31 34 20 20 394 197 56 31 31 191 328 334 116 16582 29 148 24 30 20 30 1423 20 486 54 570 276 7463 26 308625 79 20 1538 34 1087 33 25 925 20 594 97 111 417 21 215 24 516 20 22 leaf_count=18010 24 21 32 106 24 384 20 1173 31 34 20 20 394 197 56 31 31 191 328 334 116 16582 29 148 24 30 20 30 1423 20 486 54 570 276 7463 26 308625 79 20 1538 34 1087 33 25 925 20 594 97 111 417 21 215 24 516 20 22 internal_value=0 19.067 49.2285 -0.00928608 3.31376 -0.0283071 7.16352 1.11321 6.17544 2.31081 3.84494 13.3061 -0.0442839 6.20173 9.89797 8.31064 2.16059 2.04153 3.28939 0.425442 1.2458 -0.0588471 3.51031 1.82941 15.5354 1.89795 4.17592 4.32524 0.558486 0.141725 1.23691 4.02227 0.74265 1.70662 0.370651 2.87265 -0.0699925 1.10417 1.59275 0.851682 3.65765 0.110362 0.280156 0.0774814 0.258532 1.50498 0.805926 2.35971 2.47591 -0.0785987 8.11446 2.13384 0.202229 0.167714 -0.00640126 1.70106 internal_weight=0 177 53 363004 2066 360938 427 4982 124 1639 652 40 355956 383 111 87 1725 1694 612 10704 987 345252 93 254 44 384 272 358 3257 18175 506 245 748 1449 10320 239 327077 1272 64 1932 231 17669 603 18035 8388 354 978 213 145 309042 41 294 1985 1939 44 46 internal_count=363181 177 53 363004 2066 360938 427 4982 124 1639 652 40 355956 383 111 87 1725 1694 612 10704 987 345252 93 254 44 384 272 358 3257 18175 506 245 748 1449 10320 239 327077 1272 64 1932 231 17669 603 18035 8388 354 978 213 145 309042 41 294 1985 1939 44 46 cat_boundaries=0 5 6 7 12 13 18 25 26 27 cat_threshold=9470464 134217728 4112 0 4210688 52 2070 3179520 1207961088 4416 1074003968 4210688 34 1082368 262144 67109184 4194816 8388609 3758096384 360452 65601 1178730544 43124736 12741712 2 6 270 is_linear=0 shrinkage=0.01 Tree=64 num_leaves=63 num_cat=11 split_feature=3 1 0 1 18 8 1 3 25 0 0 24 1 3 3 8 5 18 14 6 1 3 1 4 5 3 24 8 1 3 25 7 9 7 25 6 8 25 25 24 9 6 12 24 25 6 3 6 0 1 7 4 17 8 7 4 10 0 25 7 8 5 split_gain=6.30988e+08 6.3429e+08 2.24907e+08 7.81758e+07 6.91979e+07 6.47178e+07 6.45212e+07 2.83678e+07 2.5319e+07 3.6917e+07 2.38873e+07 2.27103e+07 3.03382e+07 2.73141e+07 2.40518e+07 1.4761e+07 1.34549e+07 1.19141e+07 1.83576e+07 1.16205e+07 1.00258e+07 9.40364e+06 9.05986e+06 8.5184e+06 7.87897e+06 7.32978e+06 7.01406e+06 6.62556e+06 6.28189e+06 1.78122e+07 6.16391e+06 6.04317e+06 8.72503e+06 3.89079e+07 5.73696e+06 5.167e+06 4.70703e+06 4.65671e+06 4.15691e+06 4.10716e+06 4.03201e+06 3.85894e+06 3.81579e+06 3.77865e+06 3.71301e+06 3.57955e+06 3.43784e+06 3.33017e+06 3.32648e+06 2.15567e+06 1.9648e+06 1.89785e+06 1.82402e+06 1.799e+06 1.76228e+06 1.43255e+06 1.03544e+06 970171 930922 708989 428627 423856 threshold=2725.8677800000005 2781.5828000000006 635.46050000000014 860.12500000000011 86.060000000000016 1973.6620000000003 248.93500000000003 109.51753000000001 0 2778.6210000000005 59.720949999999995 1 2781.5828000000006 174.82625000000002 1118.1025000000002 18.688000000000002 584.10300000000018 8.6850000000000005 27.567750000000007 1937.6795000000002 195.43457000000004 188.66375000000002 126.82325000000002 1292.0010000000002 842.25950000000023 156.80275000000003 2 1350.3896175000002 1461.4925000000003 571.90530000000001 3 28.915000000000003 375.64974000000007 54.239850000000004 4 610.50250000000017 912.87025000000017 5 6 7 196.06150000000002 1136.6981000000003 285.16700000000009 8 9 155.78 52.915692000000007 420.87650000000008 153.21245250000001 19.406930000000006 420.97500000000008 128.12600000000003 1071.2935000000002 912.87025000000017 998.30500000000018 785.57750000000021 571.28250000000014 31.097000000000005 10 26.254000000000001 77.721000000000018 9.3820000000000032 decision_type=2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 9 2 2 9 9 1 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=2 4 6 8 20 -3 10 30 9 22 31 12 14 -14 46 -11 28 34 -19 25 59 37 26 -16 -22 -18 -4 -24 44 -30 48 38 45 -34 43 42 51 39 58 -12 -36 -39 60 -10 -9 -33 -5 -38 53 -40 -20 -23 54 -8 -37 -50 57 -32 -1 -2 -13 -58 right_child=1 5 3 11 -6 -7 7 16 17 15 21 35 13 -15 23 -17 19 18 50 -21 24 36 27 -25 -26 -27 -28 -29 29 -31 56 32 33 -35 40 52 47 41 49 -41 -42 -43 -44 -45 -46 -47 -48 -49 55 -51 -52 -53 -54 -55 -56 -57 61 -59 -60 -61 -62 -63 leaf_value=0.30481370412715969 0.5446654245161241 40.571913931274416 3.6270284133738482 7.5335767149521136 24.957242227554321 64.706129653930674 0.6928936460022288 2.154066482490661 3.3980324159240722 19.247760248184203 1.5227693315040367 -1.0077182310277766 25.314101406097411 10.123419342041016 16.128314521643851 7.0982619342803961 8.2361544539599585 12.448586823836617 0.6250807512723483 10.970878996415573 11.152898946126301 0.69575727825588973 3.8705587040796514 8.2300703066045582 3.9640718158598869 2.9556641381788085 0.25114405728593658 8.7802626698811839 1.0203548345565796 12.578541555404664 0.031339914587327822 0.057225774357902291 14.575270187204536 0.84434794908529287 -0.035106147934794427 4.6772229071096936 1.3863782725334166 0.18353269190908289 -0.08330247943635484 0.44224120093662228 2.5772350714099939 4.5800609199404718 5.2050406961441036 1.0340338664283919 1.035370816659283 0.67371058148416607 4.4953778457641604 6.9657901805380122 1.7374212530624769 0.038812380011339374 4.2616482981046042 1.4299022531110432 2.4726089801788329 3.5265301335376247 7.9609953524516177 4.4864940795898445 0.84214882924006529 0.53749742401142919 0.059291361507706572 2.9596197929382324 0.85751970614705775 2.7785111293792726 leaf_weight=1715 31 25 106 59 20 20 866 603 115 20 484 22 20 29 36 20 29 23 39 22 30 815 328 22 31 281 148 30 40 20 1423 11874 22 333 500 44 20 11094 296432 1332 67 20 20 219 730 1023 101 23 363 15197 24 620 20 23 26 20 26 516 14952 20 28 20 leaf_count=1715 31 25 106 59 20 20 866 603 115 20 484 22 20 29 36 20 29 23 39 22 30 815 328 22 31 281 148 30 40 20 1423 11874 22 333 500 44 20 11094 296432 1332 67 20 20 219 730 1023 101 23 363 15197 24 620 20 23 26 20 26 516 14952 20 28 20 internal_value=0 18.8764 -0.009191 3.28082 7.82345 51.2982 -0.0280229 1.10211 2.28794 3.80708 -0.0438404 7.09188 8.88107 16.3237 7.61557 13.173 2.13899 1.23334 4.80204 3.94804 4.76384 0.355009 3.25714 13.1324 7.49956 3.44965 1.81266 4.28199 1.70783 4.87308 0.552957 -0.0606657 0.148697 1.69528 0.906403 3.34222 1.11064 0.268635 -0.0691168 0.736986 0.268842 0.191272 1.51345 1.9231 1.56535 0.106126 5.61571 4.37071 1.09327 -0.0773449 2.01044 1.01295 5.13595 0.766205 5.89691 1.88098 0.200206 0.166037 0.0847227 1.49171 0.036815 1.68405 internal_weight=0 177 363004 2066 132 45 360938 4982 1639 652 355956 427 267 49 218 40 1725 987 86 332 112 14408 612 58 61 310 254 358 1393 60 3257 341548 13252 355 901 160 1478 12930 328296 1816 567 11114 70 334 1333 12897 160 43 1272 311629 63 1435 90 889 70 383 1985 1939 16667 51 50 46 internal_count=363181 177 363004 2066 132 45 360938 4982 1639 652 355956 427 267 49 218 40 1725 987 86 332 112 14408 612 58 61 310 254 358 1393 60 3257 341548 13252 355 901 160 1478 12930 328296 1816 567 11114 70 334 1333 12897 160 43 1272 311629 63 1435 90 889 70 383 1985 1939 16667 51 50 46 cat_boundaries=0 5 6 7 12 19 24 31 32 33 36 41 cat_threshold=9470464 134217728 4112 0 4210688 2172 2070 3179520 1207961088 4416 1074003968 4210688 136594432 1028 256 1073741824 5120 0 4 9469952 262144 320 4227072 8388609 3758096384 98308 65 1178730544 579996672 12807232 2 22 38 67143168 1208254464 134218000 0 65540 0 4194304 2048 is_linear=0 shrinkage=0.01 Tree=65 num_leaves=59 num_cat=9 split_feature=0 1 3 1 3 0 7 0 11 12 25 3 1 0 3 0 10 18 16 26 3 1 26 15 10 1 24 26 1 6 3 7 0 3 25 24 6 0 1 13 3 7 10 7 7 3 0 25 6 3 24 25 8 10 25 25 11 8 split_gain=7.71183e+08 9.11812e+08 3.64883e+08 2.10227e+08 1.19697e+08 6.06533e+07 5.2872e+07 4.57757e+07 4.45274e+07 5.83848e+07 2.1533e+07 1.96339e+07 1.40173e+07 1.19697e+07 1.18611e+07 9.68581e+06 9.4837e+06 8.61356e+06 8.34407e+06 1.89827e+07 1.26276e+07 8.22313e+06 1.25542e+07 7.75072e+06 7.39761e+06 4.323e+07 6.77441e+06 1.08795e+07 6.3169e+06 5.80423e+06 5.71334e+06 5.53446e+06 5.47744e+06 5.0924e+06 5.09221e+06 4.25144e+06 4.23384e+06 4.1373e+06 3.75454e+06 3.64959e+06 3.32695e+06 3.30766e+06 3.17447e+06 3.85198e+06 2.97211e+06 2.59122e+06 2.36486e+06 2.14499e+06 2.13013e+06 1.9424e+06 1.86344e+06 4.3939e+06 1.81301e+06 1.46003e+06 1.31039e+06 1.1921e+06 1.16031e+06 1.10882e+06 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 469.40400000000005 1282.3492500000004 161.48350000000002 1538.3385000000001 887.79240000000016 254.38525000000004 1132.9885000000002 0 109.51753000000001 26.719375000000003 1117.6621800000003 1118.1025000000002 1117.6621800000003 195.43457000000004 660.25328000000002 52.257449999999999 2022.5000000000002 104.41300000000003 1256.4300000000001 2022.5000000000002 169.97500000000002 220.89625000000004 30.606900000000007 1 2022.5000000000002 25.327700000000004 1136.6981000000003 149.268 227.67125000000004 127.53000000000002 171.89580000000004 2 3 610.50250000000017 88.750350000000012 1461.4925000000003 289.92500000000001 55.432500000000005 86.805700000000016 767.74042000000009 462.97950000000009 576.56500000000017 193.12912500000002 561.94500000000005 4 22.827400000000004 185.15700000000004 5 6 301.38810000000007 100.22050000000002 7 8 279.32975000000005 1973.6620000000003 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 9 2 2 9 9 2 2 left_child=3 18 -3 5 7 12 13 11 -8 -10 14 32 34 29 15 33 38 26 19 20 -2 37 -23 52 31 -26 45 -28 44 53 -21 40 54 -7 50 -34 -33 -13 -15 -17 -14 47 46 -44 55 -9 -30 -36 -43 -46 51 -1 -16 -6 -5 -12 -27 -52 right_child=1 2 -4 4 6 10 8 17 9 -11 28 21 24 16 23 39 -18 -19 -20 30 -22 22 -24 -25 25 56 27 -29 42 -31 -32 36 35 -35 41 -37 -38 -39 -40 -41 -42 48 43 -45 49 -47 -48 -49 -50 -51 57 -53 -54 -55 -56 -57 -58 -59 leaf_value=0.7294442918193651 13.901004321575165 24.980406304314023 79.713916787114641 0.96015236766383893 2.0722245134626114 1.0071886252111475 5.452925304066051 -0.16765664672851563 35.440140546679494 12.07840395056683 0.37159222873862119 1.0728190576104815 0.071626767662244281 15.815095229375929 2.0951485729217532 3.2556574899500066 5.5332478540174419 10.635187578201295 12.170399020866112 -2.375335364639759 5.4251720027434525 7.7282147062937421 2.3041951928957545 10.331154241147249 15.681692448556424 0.55929531831400736 8.5743336871884903 3.914311567670421 0.72768119655748831 8.2493771130038844 4.6798249496113167 0.82608219758725276 3.2063827527653088 2.0656044954437478 -0.025705748448454312 0.91423187298305109 3.6604251497367337 2.7108924827294247 9.8353356515793582 7.6307262611389159 0.40449023539900664 0.052862991418535871 6.3179420749346411 0.45341549373808365 1.1145211221816691 3.345054684298379 1.6738417240902783 -0.092138473045382072 0.53180951333303217 4.6610622679668925 0.043124136039786536 -0.0043209599810973753 5.8502991046905519 4.7463901762281147 0.16458330586306513 -4.2871917697632353e-05 1.4962564903084254 1.8509239401536828 leaf_weight=1408 32 21 29 291 49 1512 22 30 20 23 1844 219 15503 21 36 143 31 30 27 24 39 75 99 23 20 560 106 95 1514 31 22 577 133 650 60513 254 58 521 21 22 3724 3104 24 21 47 70 320 247498 1325 23 16058 1932 20 35 709 1625 173 34 leaf_count=1408 32 21 29 291 49 1512 22 30 20 23 1844 219 15503 21 36 143 31 30 27 24 39 75 99 23 20 560 106 95 1514 31 22 577 133 650 60513 254 58 521 21 22 3724 3104 24 21 47 70 320 247498 1325 23 16058 1932 20 35 709 1625 173 34 internal_value=0 19.9343 56.7258 -0.00884375 2.67984 -0.030372 9.24962 2.04832 17.0242 22.9443 0.840482 1.54814 -0.0497019 6.56161 1.62624 1.50363 9.72863 5.52543 7.15946 6.00309 9.24527 2.68605 4.64213 5.44364 0.203318 1.17622 5.01616 6.06985 0.487646 4.55125 0.998872 0.166434 0.798278 1.3254 -0.0654188 1.80845 1.08497 2.22611 12.8252 3.839 0.136098 -0.0751866 0.957153 3.58116 0.239743 2.08295 0.892769 -0.0790907 0.196147 2.27981 0.0916253 0.306257 3.43627 3.18646 0.407341 0.198577 0.780433 0.0469146 internal_weight=0 194 50 363196 2885 360311 253 2632 65 43 7824 2301 352487 188 2406 2327 73 331 144 117 71 914 174 79 20615 753 301 201 5418 115 46 19862 1387 2162 331872 387 635 740 42 165 19227 312440 1879 45 3539 100 1834 308011 4429 70 19432 3340 56 84 1000 3469 733 16092 internal_count=363390 194 50 363196 2885 360311 253 2632 65 43 7824 2301 352487 188 2406 2327 73 331 144 117 71 914 174 79 20615 753 301 201 5418 115 46 19862 1387 2162 331872 387 635 740 42 165 19227 312440 1879 45 3539 100 1834 308011 4429 70 19432 3340 56 84 1000 3469 733 16092 cat_boundaries=0 6 7 13 14 21 22 28 33 39 cat_threshold=68191744 142606336 67109136 4259840 8405056 16384 1984 1074790400 98308 2147549249 1147232304 545426432 2151901248 12 2692775940 1074004032 277878932 2182480128 34611248 276824194 128 3 1048576 4 2147483648 1073823776 2048 2147483648 33280 294912 64 1145044992 4194304 136577060 1073841212 1578496 3322150946 4199680 130 is_linear=0 shrinkage=0.01 Tree=66 num_leaves=58 num_cat=3 split_feature=0 1 3 1 3 5 0 9 0 2 0 3 2 6 5 2 1 10 9 16 26 2 16 1 26 24 0 7 3 5 3 9 3 0 26 1 9 2 24 26 5 7 3 1 24 1 10 6 5 3 8 1 1 2 8 7 8 split_gain=7.55836e+08 8.93667e+08 3.57622e+08 2.06071e+08 1.17308e+08 6.43106e+07 5.94469e+07 5.43547e+07 4.48595e+07 2.1805e+07 2.10885e+07 1.92354e+07 1.81695e+07 1.80021e+07 1.49153e+07 1.44604e+07 1.11436e+07 1.08787e+07 9.0831e+06 8.17803e+06 1.8605e+07 1.89985e+07 8.11273e+06 8.05949e+06 1.23044e+07 7.69968e+06 1.55216e+07 7.30619e+06 6.85953e+06 6.40392e+06 5.95427e+06 5.74532e+06 5.59964e+06 5.37582e+06 4.74093e+06 4.37104e+06 1.36863e+07 3.71248e+07 4.1741e+06 3.99912e+06 3.96476e+06 3.6741e+06 3.55566e+06 3.47416e+06 3.45249e+06 3.30075e+06 2.93129e+06 2.13407e+06 2.05493e+06 1.86645e+06 1.67462e+06 1.60686e+06 1.28102e+06 1.41765e+06 1.13548e+06 1.06694e+06 1.05667e+06 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 469.40400000000005 1282.3492500000004 1908.1960000000001 161.48350000000002 320.30100000000004 887.79240000000016 1107.4580000000003 1117.6621800000003 109.51753000000001 189.07500000000002 118.65100000000002 492.24500000000006 50.915500000000009 1461.4925000000003 1935.1350000000002 1600.0905700000001 52.257449999999999 2022.5000000000002 44.728500000000004 596.77240000000018 1256.4300000000001 2022.5000000000002 0 1117.6621800000003 86.805700000000016 185.15700000000004 584.10300000000018 1282.3492500000004 754.45500000000004 149.268 127.53000000000002 2022.5000000000002 26.719375000000003 375.64974000000007 27.046500000000005 1 2022.5000000000002 584.10300000000018 85.347000000000023 179.11500000000004 1892.2623000000001 2 7.7340000000000009 111.71950000000002 152.21900000000002 524.39625000000012 86.955000000000013 1973.6620000000003 40.404100000000007 326.39850000000001 581.81775000000005 144.01200000000003 29.384150000000005 912.87025000000017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 19 -3 6 8 10 15 -7 11 22 43 33 25 -11 -12 35 -16 18 42 20 21 -2 44 29 -25 26 39 45 41 -13 -23 -15 -22 56 -28 47 49 -38 -35 -8 -29 51 -14 46 -10 -27 -6 50 -43 -37 -1 -17 54 -54 -30 -49 -5 right_child=1 2 -4 4 5 7 12 -9 9 13 14 23 17 31 16 28 -18 -19 -20 -21 32 30 -24 24 -26 27 34 40 52 -31 -32 -33 -34 38 -36 36 37 -39 -40 -41 -42 48 -44 -45 -46 -47 -48 55 -50 -51 -52 -53 53 -55 -56 -57 -58 leaf_value=-0.072967135697834321 15.378052936422414 24.73060211363293 78.916777614725049 0.34923061672487093 3.1307491900874118 6.735680496909402 1.4971185070574284 27.154428428411485 1.5605513674313907 16.517715647662129 15.949717953589655 1.697754776298269 1.1341846139969696 2.7705983302904214 2.2327021056413652 0.052814514148903292 11.869264615376791 8.8986312430245533 8.1918915630522218 12.048694994184707 -2.3515820206453406 0.90544159698486326 9.563481919661811 7.6509325267314914 2.2811532436958468 0.0028917040313137738 7.2328019975732882 0.99279186873589287 0.64394065343522211 3.9137937768958726 8.4444240292635833 9.0722850715120646 4.6330266250263561 3.1765611505508424 2.1621610168048315 0.036485713299574729 1.2071260112768984 15.734746146857738 0.90543585734385434 0.28938550729360152 3.2481682709552517 0.54793386853454684 2.0607472328451193 0.57262093067169195 4.5877006940148837 0.60508463311844918 6.6534804643284193 0.098847273802200819 2.2308271212954272 0.42618504158317294 1.6564606278283256 0.33177781002480705 1.3964785824570001 4.2496468385060631 1.2969844775776234 0.56436527543995951 2.3547750981648763 leaf_weight=319794 29 21 29 973 51 22 660 32 112 27 31 571 873 23 24 8324 24 21 21 27 24 20 23 75 99 2588 54 832 999 169 22 39 22 133 28 14031 146 20 254 469 86 1602 788 25 107 1404 44 2228 76 1347 56 2746 102 21 363 632 27 leaf_count=319794 29 21 29 973 51 22 660 32 112 27 31 571 873 23 24 8324 24 21 21 27 24 20 23 75 99 2588 54 832 999 169 22 39 22 133 28 14031 146 20 254 469 86 1602 788 25 107 1404 44 2228 76 1347 56 2746 102 21 363 632 27 internal_value=0 19.735 56.1586 -0.0087536 2.65322 9.15712 -0.030068 18.8357 2.02804 5.47018 6.53078 1.53288 0.832082 9.70249 10.5429 -0.0492047 7.05098 1.74569 1.65639 7.08787 5.94306 9.15281 3.91367 2.65919 4.59571 0.577896 1.28987 0.398855 0.263037 2.20385 4.85443 6.73456 0.988883 0.790673 5.50136 -0.0623432 0.10145 2.95744 1.79143 0.995412 1.20408 0.18811 1.57376 3.88947 3.32031 0.214685 4.76233 -0.0702327 0.624155 0.0706205 -0.0726643 0.122014 0.906253 1.8836 0.81799 0.201717 0.40338 internal_weight=0 194 50 363196 2885 253 360311 54 2632 331 199 2301 7824 89 79 352487 48 1703 1682 144 117 71 242 914 174 6121 1211 4910 14233 740 42 62 46 1387 82 338254 15544 166 387 1129 918 12748 1661 120 219 3992 95 322710 1678 15378 319850 11070 1485 123 1362 2860 1000 internal_count=363390 194 50 363196 2885 253 360311 54 2632 331 199 2301 7824 89 79 352487 48 1703 1682 144 117 71 242 914 174 6121 1211 4910 14233 740 42 62 46 1387 82 338254 15544 166 387 1129 918 12748 1661 120 219 3992 95 322710 1678 15378 319850 11070 1485 123 1362 2860 1000 cat_boundaries=0 1 2 3 cat_threshold=6 12 2760 is_linear=0 shrinkage=0.01 Tree=67 num_leaves=60 num_cat=6 split_feature=1 2 3 1 3 7 2 12 2 26 3 4 1 9 1 1 1 9 3 4 25 26 10 1 25 5 18 7 9 11 4 3 11 26 1 9 3 7 8 2 25 16 4 3 7 25 25 4 1 26 1 9 8 7 8 1 2 25 10 split_gain=7.18919e+08 7.07106e+08 2.82279e+08 1.87092e+08 1.27758e+08 6.27055e+07 3.70672e+07 3.40492e+07 2.81185e+07 2.42176e+07 1.86467e+07 1.57128e+07 1.28509e+07 1.45429e+07 3.78872e+07 1.06577e+07 1.05947e+07 8.58138e+06 7.82832e+06 9.37032e+06 7.40924e+06 1.05573e+07 7.16238e+06 7.1611e+06 6.45051e+06 6.14113e+06 5.87228e+06 5.71667e+06 6.01295e+06 4.42951e+06 4.33527e+06 4.18798e+06 3.71754e+06 3.7018e+06 3.69848e+06 5.65925e+06 3.38377e+06 3.28298e+06 3.24288e+06 2.92811e+06 2.78037e+06 2.71542e+06 2.59563e+06 2.35004e+06 2.32387e+06 1.94484e+06 1.84194e+06 1.83959e+06 1.78807e+06 2.42107e+06 1.68669e+06 1.52373e+06 1.28672e+06 1.24659e+06 1.05504e+06 933771 842006 783290 663245 threshold=2781.5828000000006 2682.0900000000006 2725.8677800000005 354.74564000000004 1282.3492500000004 1538.3385000000001 137.75200000000004 111.27315000000003 189.07500000000002 2022.5000000000002 138.47650000000002 144.84500000000006 26.307400000000005 347.47000000000003 33.338199999999993 1256.4300000000001 860.12500000000011 85.335000000000022 117.64300000000001 55.211440000000003 0 2022.5000000000002 941.87500000000011 733.85806350000018 1 553.36150000000009 833.30100000000004 762.97500000000002 1600.0905700000001 608.42750000000012 108.76150000000001 142.73850000000002 954.88100000000009 2022.5000000000002 1098.6214000000002 712.7850000000002 59.763000000000005 86.805700000000016 761.67400000000009 1827.1555000000001 2 239.16000000000005 974.87180000000001 104.41300000000003 610.83000000000004 3 4 559.40605000000016 678.28840000000002 2022.5000000000002 72.937500000000014 14.956000000000001 912.87025000000017 77.917750000000026 60.727500000000013 270.00500000000005 549.23035000000016 5 45.420750000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 9 2 left_child=3 9 -3 6 8 16 12 -7 20 11 30 -2 24 31 -15 25 48 -11 58 -20 21 23 27 -5 33 39 29 28 -12 -22 45 40 -16 52 -18 -36 -27 46 -33 -10 -14 50 -29 -39 -19 56 -26 53 49 -6 -24 -49 -1 -32 -23 -47 -8 -35 -17 right_child=1 2 -4 4 5 7 10 -9 15 17 22 -13 13 14 32 18 34 44 19 -21 26 54 41 -25 37 36 -28 42 -30 -31 47 38 -34 57 35 -37 -38 43 -40 -41 -42 -43 -44 -45 -46 55 -48 51 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 leaf_value=0.35259042049002653 16.715704991817475 20.330679519653319 67.676522874271171 3.7741466087920994 6.7032068866232173 10.26791692515782 0.36251765142852299 24.539826191663742 1.888771756005784 -0.730271892229716 1.1548525361138802 6.2497269997229949 0.23445189292968344 15.185466384887695 1.1278871171488318 0.65399170268665663 10.86543485657374 8.6108085818517779 11.547783173942566 4.8788950434015765 0.65661896662701669 -0.71796541886451926 1.532183711712177 10.398292840321858 0.0028454357902532377 0.8613538288425755 6.0610178329831079 2.8086418649644567 6.6671198940277101 3.100453627976504 0.45321942625574041 0.6234705372715249 5.5627918949127197 0.1862555231557538 5.2914165352412637 10.423694066693706 4.10580474648427 0.11270008581831352 4.3309572744369511 4.7964705302980217 -0.015531501277047492 7.6745159492492681 6.758328420877457 0.81694105670551087 4.0097372784821887 0.0044301136255360495 -0.081660375982442523 1.0253286417566165 0.92579508860905957 2.5716418426101275 5.1006981930909339 2.8810737954080103 2.8937240748405459 1.2296011447075641 2.1070030374526976 1.2372553663807255 0.91567863980073205 -0.079373485157331392 2.8955498732220044 leaf_weight=5413 32 20 34 51 23 35 1795 32 912 30 1877 26 9792 21 344 33 30 21 25 134 2016 39 26 24 28341 37 21 99 20 77 554 1389 20 1526 70 31 245 4086 24 36 8153 20 20 536 23 2478 287758 99 24 37 27 80 20 330 20 63 325 3994 22 leaf_count=5413 32 20 34 51 23 35 1795 32 912 30 1877 26 9792 21 344 33 30 21 25 134 2016 39 26 24 28341 37 21 99 20 77 554 1389 20 1526 70 31 245 4086 24 36 8153 20 20 536 23 2478 287758 99 24 37 27 80 20 330 20 63 325 3994 22 internal_value=0 19.6567 50.141 -0.00829372 2.14957 8.63721 -0.0321652 17.0844 1.65404 7.1859 0.649092 12.0241 -0.0473115 0.200547 2.12505 2.74292 6.00484 3.39382 4.80257 5.92746 0.9546 3.16792 1.45776 5.89387 -0.0620654 2.38457 0.795556 1.34634 1.21297 0.746526 0.353963 0.162272 1.37156 0.176478 7.78242 6.86667 3.68011 -0.0702152 0.686443 1.99919 0.120998 4.53488 3.47245 0.194369 6.2057 0.222536 -0.0740862 0.93024 3.23266 4.15541 3.35011 1.85471 0.361945 0.743045 0.239651 0.0348588 0.445218 -0.00574691 1.55061 internal_weight=0 186 54 363204 3974 282 359230 67 3692 132 7813 58 351417 19743 385 1444 215 74 214 159 2248 134 2089 75 331674 1230 2114 2016 1897 2093 5724 19358 364 10953 131 101 282 320721 1413 948 17945 73 119 4622 44 4661 316099 1063 84 60 53 179 5433 884 59 2541 2120 5520 55 internal_count=363390 186 54 363204 3974 282 359230 67 3692 132 7813 58 351417 19743 385 1444 215 74 214 159 2248 134 2089 75 331674 1230 2114 2016 1897 2093 5724 19358 364 10953 131 101 282 320721 1413 948 17945 73 119 4622 44 4661 316099 1063 84 60 53 179 5433 884 59 2541 2120 5520 55 cat_boundaries=0 3 9 15 22 28 34 cat_threshold=9437184 0 64 1048576 98308 65536 1078001696 8390656 2147510272 146116228 1209041984 67113752 1048576 4194625 258 136611328 1208222788 524288 1144260609 4211008 0 4 3221258240 0 2415921237 2250383632 538092561 12779712 0 98304 0 4194304 2048 26624 is_linear=0 shrinkage=0.01 Tree=68 num_leaves=54 num_cat=7 split_feature=0 1 3 1 3 5 0 9 0 2 0 25 3 2 6 5 13 1 3 16 16 26 2 1 5 2 1 9 1 3 9 3 3 0 0 25 11 25 0 17 1 1 10 3 25 26 25 2 25 25 11 26 2 split_gain=7.30306e+08 8.62351e+08 3.43842e+08 1.97771e+08 1.12327e+08 6.22351e+07 5.76988e+07 5.31866e+07 4.35869e+07 2.11011e+07 2.04164e+07 1.89355e+07 1.85712e+07 1.82983e+07 1.75709e+07 1.44714e+07 1.2643e+07 1.08622e+07 8.84529e+06 7.90663e+06 7.90159e+06 1.82721e+07 1.87887e+07 7.76663e+06 7.13582e+06 6.48368e+06 6.24321e+06 1.3466e+07 3.40727e+07 5.77985e+06 5.59002e+06 5.36855e+06 5.29559e+06 5.2305e+06 4.9378e+06 4.28363e+06 3.74456e+06 3.66277e+06 4.41036e+06 3.66089e+06 3.42408e+06 3.06742e+06 2.86651e+06 2.51701e+06 2.47061e+06 1.99922e+06 1.98279e+06 1.64049e+06 1.34435e+06 1.27866e+06 1.22971e+06 923387 834857 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 469.40400000000005 1282.3492500000004 1908.1960000000001 249.87000000000003 320.30100000000004 887.79240000000016 1107.4580000000003 1117.6621800000003 0 109.51753000000001 74.33550000000001 118.65100000000002 492.24500000000006 1175.575 1461.4925000000003 216.01200000000003 596.77240000000018 52.257449999999999 2022.5000000000002 44.728500000000004 2781.5828000000006 584.10300000000018 1468.575 26.719375000000003 375.64974000000007 38.344500000000004 1282.3492500000004 754.45500000000004 149.268 297.12438000000003 127.53000000000002 1117.6621800000003 1 871.08830000000023 2 1519.5755740000002 860.52100000000007 1892.2623000000001 24.307000000000002 111.71950000000002 85.427800000000005 3 2022.5000000000002 4 967.39580000000012 5 6 102.09919750000002 2022.5000000000002 141.77045000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 9 2 9 2 9 9 2 2 2 left_child=3 20 -3 6 8 10 13 -7 12 19 40 16 33 26 -11 -12 32 -17 41 45 21 22 -2 24 -14 37 35 43 -29 -24 -16 -23 34 49 -8 51 -34 38 -13 44 42 50 -6 -28 -20 -10 -37 -39 -43 -5 -15 -1 -35 right_child=1 2 -4 4 5 7 11 -9 9 14 15 25 23 18 30 17 -18 -19 39 -21 -22 31 29 -25 -26 -27 27 28 -30 -31 -32 -33 36 52 -36 46 -38 47 -40 -41 -42 48 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 leaf_value=0.14611742464705738 15.221663667991242 24.362057633627028 77.493979634252099 0.9339460657442924 3.0341159186643711 6.5153515312888413 1.2645920371025376 26.713501151800155 4.1393170330704763 16.276951706497758 15.65334309485651 0.88409672811095619 1.9260896830102712 0.074435805257280649 2.7016555072950279 2.1309511121114095 8.3482176488240558 11.645082600911458 1.6878869853598759 9.4268137525475542 11.851539299576372 -2.3304915360609688 0.86559664916992196 8.219539944330851 3.9715024667200836 5.8822000387440561 0.054866502408681746 15.065683386802673 1.336607666345353 8.2933327341079721 8.9175892778543329 4.5084751305796891 2.4709720424738233 1.321849865554606 3.4068134933159131 -0.019273360995346944 5.7625307012859137 0.229024937173371 5.2106001647313445 4.8923646087646482 0.48816763305664063 0.67029831187942135 6.5177051643891764 0.44762781615719227 0.72334017009032159 2.2211835576057433 -0.087705790003025488 2.8080829376220704 0.28715649910009089 0.14873337027260591 0.60612756721389449 0.0079470277345587773 2.2527188385125685 leaf_weight=9673 29 21 29 291 51 22 1123 32 119 27 31 1289 660 5999 23 24 30 24 403 23 27 24 20 24 230 23 15260 20 188 22 39 22 382 206 119 50739 38 1831 24 25 25 1793 44 1827 942 100 256435 25 1980 709 469 9674 181 leaf_count=9673 29 21 29 291 51 22 1123 32 119 27 31 1289 660 5999 23 24 30 24 403 23 27 24 20 24 230 23 15260 20 188 22 39 22 382 206 119 50739 38 1831 24 25 25 1793 44 1827 942 100 256435 25 1980 709 469 9674 181 internal_value=0 19.3988 55.1786 -0.00860676 2.59921 8.96352 -0.0294875 18.4846 1.98744 5.38041 6.37991 1.05004 1.49936 -0.0443214 9.54384 10.3276 1.90299 6.88802 0.346123 3.84923 6.97528 5.84998 9.03089 2.60605 2.45468 0.590098 -0.0575071 0.127648 2.65671 4.75632 6.61168 0.940319 1.7981 0.770079 1.46985 -0.0673143 2.76878 0.553551 0.9559 1.10075 3.78103 0.245172 4.64757 0.0968619 1.03027 3.26346 -0.0764031 0.262351 0.47177 0.388057 0.112989 0.0769889 1.75722 internal_weight=0 194 50 363196 2885 253 360311 54 2632 331 199 4884 2301 355427 89 79 1692 48 11611 242 144 117 71 914 890 3192 343816 17295 208 42 62 46 1662 1387 1242 326521 420 3169 1313 1370 120 10241 95 17087 1345 219 307174 1856 3773 1000 6468 19347 387 internal_count=363390 194 50 363196 2885 253 360311 54 2632 331 199 4884 2301 355427 89 79 1692 48 11611 242 144 117 71 914 890 3192 343816 17295 208 42 62 46 1662 1387 1242 326521 420 3169 1313 1370 120 10241 95 17087 1345 219 307174 1856 3773 1000 6468 19347 387 cat_boundaries=0 6 12 18 23 29 36 41 cat_threshold=68470272 142607360 67109120 4194304 16384 16384 3222274048 98308 2147549253 1147215920 538085376 2151901248 144769152 0 135270416 1074069504 12588032 2 1343488 134479936 134217728 0 4195328 545292420 1074004064 277878928 2181186304 8397872 276824210 202670080 1208222272 168297216 1073741825 4214784 0 128 33280 294912 64 1145044992 4194304 is_linear=0 shrinkage=0.01 Tree=69 num_leaves=58 num_cat=9 split_feature=0 1 3 1 3 5 0 9 0 2 25 0 3 6 5 2 3 1 0 2 1 15 1 1 12 5 12 3 9 15 0 26 25 2 10 3 24 1 13 0 1 5 5 10 5 24 25 3 24 10 8 25 8 25 25 14 18 split_gain=7.15773e+08 8.45191e+08 3.36999e+08 1.93841e+08 1.1009e+08 6.09967e+07 5.65703e+07 5.21282e+07 4.27185e+07 2.06812e+07 2.04007e+07 2.00102e+07 1.82001e+07 1.72212e+07 1.41835e+07 1.36134e+07 1.12953e+07 1.06461e+07 9.19985e+06 8.26045e+06 7.61207e+06 7.53621e+06 7.37221e+06 7.64803e+06 8.98877e+06 6.99381e+06 6.57293e+06 6.41032e+06 5.47878e+06 5.32985e+06 5.12878e+06 5.01196e+06 4.7248e+06 6.50776e+06 4.76008e+07 4.72004e+06 4.6148e+06 4.16347e+06 3.54523e+06 3.37778e+06 3.35594e+06 3.27608e+06 3.10631e+06 2.80946e+06 2.7848e+06 2.71095e+06 2.31996e+06 2.54273e+06 2.09421e+06 2.05874e+06 1.92815e+06 1.8728e+06 1.7654e+06 1.62096e+06 1.28877e+06 954961 843110 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 469.40400000000005 1282.3492500000004 1908.1960000000001 161.48350000000002 320.30100000000004 887.79240000000016 1107.4580000000003 0 1117.6621800000003 109.51753000000001 118.65100000000002 492.24500000000006 50.915500000000009 1118.1025000000002 1461.4925000000003 1117.6621800000003 1107.4580000000003 2781.5828000000006 169.97500000000002 172.78275000000005 733.85806350000018 12.451550000000001 584.10300000000018 219.06800000000001 185.15700000000004 754.45500000000004 610.65000000000009 83.524500000000018 2022.5000000000002 1 27.046500000000005 41.590372500000008 171.89580000000004 2 25.327700000000004 289.92500000000001 747.41500000000008 1892.2623000000001 34.432500000000005 584.10300000000018 111.71950000000002 127.44950000000001 3 4 1493.1141200000004 5 1935.1350000000002 120.75900000000001 6 301.38810000000007 7 8 96.289250000000024 234.99000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 1 9 2 1 2 2 9 2 9 9 2 2 left_child=3 22 -3 6 8 11 15 -7 12 29 16 40 30 -11 -13 32 18 -16 35 37 25 52 31 -24 -25 -14 39 44 -15 45 53 -2 33 48 -35 -8 -32 54 -20 -21 43 49 -39 -6 51 -10 56 -48 -1 -34 -43 -17 -18 -5 -12 -46 -29 right_child=1 2 -4 4 5 7 10 -9 9 13 19 14 20 28 17 27 21 -19 38 26 -22 -23 23 24 -26 -27 -28 46 -30 -31 36 -33 41 34 -36 -37 -38 42 -40 -41 -42 50 -44 -45 55 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 leaf_value=0.23379185577485997 7.1191819258297189 24.118436190287269 76.719040443157326 1.3950201835855842 3.0037748366711186 6.4501977781815958 0.97688642200299358 26.446366342306138 4.3869500782160928 16.11418209923638 0.43908907359856869 15.496809780982232 1.9068287924121727 2.6746389521723213 2.1096415900190673 0.24805956178924288 1.9990480444166394 11.528631963729859 3.1580333978813013 0.0001201258765326606 8.1373444509506232 10.121245180212933 14.145736650739398 4.1665983462333678 12.487523700714112 3.9317874387554501 8.1801243259595786 0.17594597401673145 8.8284133135966769 7.7558290886878973 3.0859564085863531 1.6052516442909837 -0.076732779210271801 0.0858929301435883 16.522637799978256 1.9958721887240043 0.84175265181449155 0.70003322074564478 7.4700924214449804 5.1257067499160769 0.48328599815368656 0.060783440166853005 2.3774106131569814 6.4525280631672253 0.49311668625861055 1.5572204274144668 1.0458856013049276 3.5303955503951672 0.0085954311175759374 2.6847201200767801 0.55403795348138141 -0.009347411308686035 5.7045694236755367 0.1779644204681492 0.051603120727704122 1.2015912676842317 2.1819204885309391 leaf_weight=5560 34 21 29 118 51 22 1512 32 106 27 1510 31 660 23 24 6269 36 24 143 36 24 23 21 37 20 230 23 440 39 30 142 32 305558 148 20 650 300 1715 22 20 25 10097 118 44 1101 106 980 43 15984 27 860 5148 20 827 1996 230 22 leaf_count=5560 34 21 29 118 51 22 1512 32 106 27 1510 31 660 23 24 6269 36 24 143 36 24 23 21 37 20 230 23 440 39 30 142 32 305558 148 20 650 300 1715 22 20 25 10097 118 44 1101 106 980 43 15984 27 860 5148 20 827 1996 230 22 internal_value=0 19.2048 54.6268 -0.0085195 2.57326 8.87389 -0.0291917 18.2998 1.96761 5.32661 0.81184 6.31611 1.48442 9.4484 10.2243 -0.0478597 1.57664 6.81914 1.45694 0.468438 2.57999 5.30185 6.90552 8.98686 7.08622 2.43013 3.67926 0.2551 6.54556 3.81074 0.762457 4.44576 -0.0606076 0.0820763 2.04265 1.28324 1.6516 0.421806 3.73297 1.83069 3.74322 -0.0703948 0.808015 4.60109 0.182667 3.25247 0.876898 1.13918 0.0668258 -0.0764888 0.0994983 0.132202 3.32245 0.346581 0.219889 0.615543 0.265717 internal_weight=0 194 50 363196 2885 253 360311 54 2632 331 7824 199 2301 89 79 352487 2406 48 2327 5418 914 79 144 78 57 890 79 14233 62 242 1387 66 338254 21712 168 2162 442 5339 165 56 120 316542 1833 95 12748 212 1485 1023 21544 305585 10957 11417 56 945 3506 1331 462 internal_count=363390 194 50 363196 2885 253 360311 54 2632 331 7824 199 2301 89 79 352487 2406 48 2327 5418 914 79 144 78 57 890 79 14233 62 242 1387 66 338254 21712 168 2162 442 5339 165 56 120 316542 1833 95 12748 212 1485 1023 21544 305585 10957 11417 56 945 3506 1331 462 cat_boundaries=0 6 12 13 14 21 22 29 33 39 cat_threshold=68191744 142606336 67109136 4259840 8405056 16384 3230662656 98308 2147549249 1145118768 43158528 2151901184 12 3141 211812356 32808 33555024 1140850689 256 2 132 7 137659904 134513732 134222592 1177812992 541065473 2304 128 512 32768 64 1077936128 136314916 33844 5632 1074004002 4199680 130 is_linear=0 shrinkage=0.01 Tree=70 num_leaves=58 num_cat=9 split_feature=2 4 7 2 3 3 16 5 8 26 4 18 25 25 14 5 3 10 24 8 14 25 7 13 17 4 4 24 25 26 2 2 18 3 4 3 7 14 2 25 13 5 8 4 5 4 2 12 8 18 25 8 7 4 11 7 25 split_gain=6.39952e+08 7.82838e+08 3.28313e+08 1.3976e+08 5.73761e+07 3.86295e+07 2.34278e+07 2.00972e+07 1.89715e+07 1.75406e+07 4.1079e+07 1.55418e+07 1.09457e+07 1.01904e+07 9.50485e+06 8.07516e+06 7.5241e+06 7.34261e+06 7.09666e+06 7.06388e+06 5.97792e+06 5.9384e+06 5.61104e+06 6.07811e+06 5.37843e+06 5.26485e+06 4.98424e+06 4.47895e+06 1.38437e+07 1.42628e+07 5.00225e+06 9.46261e+06 4.35898e+06 4.30872e+06 4.22758e+06 4.2268e+06 4.01291e+06 9.1231e+06 3.66668e+06 3.33382e+06 3.11177e+06 2.84803e+06 2.77973e+06 2.65205e+06 2.34402e+06 2.12585e+06 1.96141e+06 1.95682e+06 1.80332e+06 1.16121e+06 1.16029e+06 1.15436e+06 1.06362e+06 1.043e+06 1.03825e+06 712636 587615 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 440.27500000000003 991.56000000000017 101.30500000000002 1188.6000000000001 211.81775000000002 613.57500000000016 2022.5000000000002 7.273200000000001 36.400375000000004 0 1 1182.8200000000004 2871.8940000000007 991.56000000000017 941.87500000000011 2 912.87025000000017 1352.1000000000001 3 762.97500000000002 36.714000000000006 1071.2935000000002 1888.1190000000004 52.727500000000006 4 5 2022.5000000000002 26.254000000000001 27.046500000000005 621.40117000000009 258.76800000000009 559.40605000000016 2725.8677800000005 998.30500000000018 100.50250000000001 114.82550000000002 6 95.69250000000001 158.54900000000004 1973.6620000000003 275.01050000000004 7.7340000000000009 480.67500000000001 50.915500000000009 207.36964000000003 487.53114000000005 715.45220000000006 7 15.405750000000003 203.18550000000002 22.773500000000002 420.87650000000008 912.83060000000012 8 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 1 2 2 9 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 left_child=3 9 -3 5 8 13 15 21 12 10 -2 43 20 27 -8 17 25 18 -6 -19 34 24 38 -24 35 32 46 28 29 -1 42 -32 -9 44 -5 -7 40 -38 -18 -30 -35 51 -29 -11 -10 -43 49 56 53 -15 -48 -28 -50 -23 -49 -46 -14 right_child=1 2 -4 4 6 7 14 16 33 11 -12 -13 47 26 -16 -17 22 19 -20 -21 -22 48 23 -25 -26 -27 41 30 39 -31 31 -33 -34 36 -36 -37 37 -39 -40 -41 -42 45 -44 -45 55 -47 50 54 52 -51 -52 -53 -54 -55 -56 -57 -58 leaf_value=3.3249125412370075 18.461287499550849 26.089590470240665 76.343783757136421 1.5012111034381095 5.5394718638668214 0.63823581880926217 7.8249561384591191 1.1907073220655131 4.9063445777893069 -0.85730367409555541 2.3093547683954241 10.410046682876089 -0.21226513037314781 -0.075881258749436548 17.018939643528153 9.9008331404061156 0.52630412944725591 4.1984377846894443 1.8111441145378089 11.50126755641057 6.5042372669997039 0.029949960913463226 9.6111975736088215 2.6947718763351443 5.6245506143569948 5.9140327575683589 0.038137114195465414 -0.0010364201162332254 0.62852107750134067 -0.011926661798082258 6.2346383297869137 0.39056556033254664 4.4600412277380626 2.2171770550654486 2.9266950885674698 5.0349027685685597 11.174256368364606 2.3312911124229432 4.0175352507371169 0.12189809398226839 5.4092407019396092 0.56000479555512306 2.7792240185207788 3.2416588521886758 1.0750468475023904 2.2109540731256661 0.2016938241751981 1.1379500247364822 0.71069623809749805 0.91215588991381535 -0.049401570296953079 0.30057497841211189 2.9110695595741269 0.34686550311124548 3.8088739802620628 3.1790855338356709 0.40250534782272945 leaf_weight=294 31 26 26 1171 113 3584 22 1406 30 38 32 23 211 285390 23 29 56 27 149 26 27 3246 27 24 22 25 5863 33222 1476 227 28 2642 42 52 253 22 28 20 65 10476 74 686 36 27 60 88 4092 43 59 119 3336 2347 35 1527 22 22 548 leaf_count=294 31 26 26 1171 113 3584 22 1406 30 38 32 23 211 285390 23 29 56 27 149 26 27 3246 27 24 22 25 5863 33222 1476 227 28 2642 42 52 253 22 28 20 65 10476 74 686 36 27 60 88 4092 43 59 119 3336 2347 35 1527 22 22 548 internal_value=0 17.7529 51.2167 -0.00723149 2.16052 -0.0249723 5.73889 0.583505 1.61699 6.22899 10.2571 3.34521 1.31182 -0.0425845 12.5241 4.85128 1.5952 4.38641 3.69972 7.78096 1.83024 0.387598 3.57436 6.35641 0.693223 1.36409 -0.0641782 0.092109 0.255309 1.83581 0.0353961 0.451852 1.28554 4.04446 1.75447 0.66506 5.02921 7.48969 2.40176 0.184936 4.09188 0.167829 0.00197306 0.845342 2.51458 0.74771 -0.0712957 0.3722 0.158027 -0.0754694 0.089129 0.11316 1.52998 0.131339 2.04196 1.63955 0.234107 internal_weight=0 203 52 363412 2950 360462 389 10140 2561 151 63 88 2275 350322 45 344 1645 315 262 53 1451 8495 172 51 3628 1473 301921 48401 12473 521 35928 2670 1448 286 1424 3606 174 48 121 11952 126 8984 33258 65 112 774 292937 824 4867 285509 7428 8210 94 4773 65 82 759 internal_count=363615 203 52 363412 2950 360462 389 10140 2561 151 63 88 2275 350322 45 344 1645 315 262 53 1451 8495 172 51 3628 1473 301921 48401 12473 521 35928 2670 1448 286 1424 3606 174 48 121 11952 126 8984 33258 65 112 774 292937 824 4867 285509 7428 8210 94 4773 65 82 759 cat_boundaries=0 7 14 15 22 23 24 30 37 42 cat_threshold=137741824 1074004992 68161808 1075052545 4198400 16384 4 1083211776 360516 4160 1180762144 34945 2227202112 2 2644 137462944 134545408 134746433 512 12649472 0 128 7 1048576 0 4 0 1073741856 2048 8192 136578564 134218752 211288320 1312768 4215040 2 128 2155872260 134217728 65 2185232416 2048 is_linear=0 shrinkage=0.01 Tree=71 num_leaves=50 num_cat=2 split_feature=1 0 3 0 2 3 5 1 3 1 3 19 2 0 3 0 5 3 1 8 2 1 2 4 0 1 26 8 19 6 5 1 5 4 12 2 8 3 24 24 10 12 6 17 3 4 2 0 5 split_gain=6.7976e+08 6.96281e+08 3.46327e+08 1.72196e+08 7.05411e+07 4.56193e+07 5.70293e+07 3.56998e+07 3.20368e+07 2.00206e+07 1.96373e+07 1.97094e+07 1.8396e+07 1.35105e+07 1.26167e+07 1.16101e+07 1.03705e+07 9.3132e+06 1.00339e+07 8.53028e+06 1.21989e+07 8.11731e+06 9.24417e+06 7.48061e+06 7.24897e+06 6.30442e+06 5.85842e+06 5.69805e+06 5.41366e+06 5.40125e+06 5.31157e+06 4.63047e+06 4.49957e+06 4.02412e+06 3.69284e+06 3.68941e+06 3.64598e+06 3.40164e+06 3.18969e+06 3.03989e+06 2.7864e+06 2.76208e+06 2.73764e+06 2.52186e+06 2.38355e+06 2.67216e+06 1.66992e+06 77140.6 30888.2 threshold=2781.5828000000006 2778.6210000000005 2725.8677800000005 332.68500000000006 967.39580000000012 2725.8677800000005 1146.4585000000004 77.899440000000013 543.62350000000004 303.77500000000003 1118.1025000000002 634.84518450000007 184.07250000000002 1117.6621800000003 1890.7105500000002 2778.6210000000005 584.10300000000018 1118.1025000000002 402.26250000000005 912.87025000000017 1827.1555000000001 137.46340000000004 2682.0900000000006 1292.0010000000002 21.467000000000002 1256.4300000000001 2022.5000000000002 311.75250000000005 729.71800000000019 1136.6981000000003 723.78135000000009 32.44100000000001 923.46450000000016 108.76150000000001 146.69300000000001 141.77045000000001 1148.5039000000004 61.05355500000001 0 1 435.29700000000003 344.25750000000011 306.15750000000008 164.97000000000003 228.9785 629.95226050000008 2682.0900000000006 137.52300000000002 53.965000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 left_child=3 8 -3 5 9 7 31 24 35 15 21 19 27 30 -10 29 36 18 -15 32 -21 42 34 -18 44 -19 -17 37 33 39 38 -7 -12 -26 -23 47 -14 -9 -11 -5 -31 -32 48 -29 46 -46 -1 -2 -6 right_child=1 2 -4 4 10 6 -8 12 14 13 11 -13 16 17 -16 26 23 25 -20 20 -22 22 -24 -25 28 -27 -28 43 -30 40 41 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 leaf_value=-0.066588063836474407 0.92533519999734282 21.155018190237193 70.644494766727561 0.22416191058219784 -0.2931453523181734 -0.26259297995731751 22.328566608428954 0.16332624194613946 16.626680946350099 0.8155586888086076 7.3528390288839534 17.780840284824372 1.0158454135366135 9.76735953172048 7.648150055829217 8.0856348946515251 2.626830406934729 12.354466401735943 2.8065525561926381 5.0711788108132101 15.188897916353667 3.3242036643283059 11.334074410938081 8.0435194443012108 0.080820249395148258 5.17908254776001 2.2573435534409114 1.0947760339667287 4.3040217193480457 6.213398467918922 2.6522322256941546 5.991966594696045 2.8326920238137245 0.59169089549458231 5.9728598391942 5.3412405761082971 4.0663915290832522 0.5931350505184344 2.2576143066783319 1.0755013563381222 1.7050487646689783 5.3153901417688898 3.7494391408173939 3.1351165035367012 0.2021055797006733 2.1362867096308116 2.2544762211461222 0.14007037422873758 -0.84226076793670657 leaf_weight=323020 29 26 31 538 21 29 20 7752 29 288 49 20 1910 24 34 34 211 24 151 22 26 131 21 29 19136 25 35 356 31 29 95 20 40 1677 88 24 40 2415 456 2289 26 66 23 73 2055 74 31 22 20 leaf_count=323020 29 26 31 538 21 29 20 7752 29 288 49 20 1910 24 34 34 211 24 151 22 26 131 21 29 19136 25 35 356 31 29 95 20 40 1677 88 24 40 2415 456 2289 26 66 23 73 2055 74 31 22 20 internal_value=0 18.6683 48.0703 -0.00735624 1.92775 -0.0318418 8.09849 -0.0334052 6.52404 1.5088 5.63563 8.50759 0.485498 2.64132 11.7811 1.07552 1.31984 4.84014 3.76118 7.15383 10.5516 4.15241 4.99624 3.28135 -0.0525793 8.69356 5.12926 0.313055 0.128203 0.978466 2.09709 2.29029 5.32131 0.121983 4.3885 2.10808 1.07842 0.26542 1.74071 0.918082 4.08218 3.74396 0.98806 1.44197 -0.0641675 0.269334 -0.0663653 0.586594 -0.561007 internal_weight=0 195 57 363420 4541 358879 69 358810 138 4080 461 157 12786 1129 63 2951 2190 224 175 137 48 304 240 240 346024 49 69 10596 20844 2882 905 49 89 20813 219 75 1950 10167 744 2827 55 161 64 429 325180 2129 323051 51 41 internal_count=363615 195 57 363420 4541 358879 69 358810 138 4080 461 157 12786 1129 63 2951 2190 224 175 137 48 304 240 240 346024 49 69 10596 20844 2882 905 49 89 20813 219 75 1950 10167 744 2827 55 161 64 429 325180 2129 323051 51 41 cat_boundaries=0 1 2 cat_threshold=3458 145 is_linear=0 shrinkage=0.01 Tree=72 num_leaves=55 num_cat=10 split_feature=0 2 7 0 2 2 8 12 25 10 2 26 8 0 12 8 5 12 0 15 2 0 12 11 8 25 25 25 0 21 5 2 10 13 7 13 5 14 8 5 24 16 25 7 19 8 25 24 25 2 8 5 24 2 split_gain=6.45614e+08 6.30535e+08 2.16668e+08 1.65261e+08 8.75625e+07 3.97474e+07 4.27838e+07 4.99644e+07 2.36319e+07 2.1386e+07 1.97387e+07 4.36974e+07 1.76525e+07 1.50548e+07 1.42459e+07 1.57745e+07 1.39997e+07 1.2474e+07 1.03422e+07 9.65454e+06 8.32291e+06 7.79884e+06 7.27698e+06 6.30133e+06 5.83735e+06 5.55347e+06 5.30749e+06 5.16062e+06 4.75452e+06 4.88697e+06 3.66217e+06 3.56246e+06 3.52022e+06 3.42615e+06 3.32011e+06 2.74229e+06 2.63728e+06 3.02329e+06 2.62434e+06 2.41956e+06 2.34746e+06 1.97329e+06 1.73443e+06 1.48912e+06 1.79589e+06 1.4844e+06 1.17015e+06 1.04512e+06 836194 790820 368474 698737 281033 125112 threshold=2778.6210000000005 2682.0900000000006 2822.9627650000007 346.24075000000011 967.39580000000012 114.82550000000002 1973.6620000000003 535.33750000000009 0 3056.7500000000005 27.046500000000005 2022.5000000000002 1017.6571000000002 992.19979999999998 1017.6685000000001 22.577500000000004 236.84755000000004 1621.2640000000004 31.097000000000005 1582.5954300000001 1107.4580000000003 1275.1415000000002 828.5512500000001 640.9625000000002 761.67400000000009 1 2 3 4.4014000000000015 208.52815749999999 1312.9050000000002 466.01190000000003 172.93750000000003 1175.575 1131.6606400000003 359.62500000000006 62.716000000000015 429.20700000000005 1973.6620000000003 1561.8224400000001 4 260.03700000000009 5 65.94250000000001 270.2000000000001 257.49900000000008 6 7 8 422.31750000000005 104.25500000000001 92.948000000000022 9 242.57000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 9 1 9 2 2 2 1 2 left_child=3 10 -3 5 8 18 16 -8 12 13 11 -2 19 33 15 -15 25 -16 27 21 32 -5 34 -24 -22 31 30 38 40 -30 35 -7 -12 41 -14 -20 42 -38 39 -1 -18 -6 -29 48 -45 -27 47 53 -28 -49 52 -52 -48 -10 right_child=1 2 -4 4 9 6 7 -9 46 -11 20 -13 22 14 17 -17 28 -19 26 -21 24 -23 23 -25 -26 45 43 36 29 -31 -32 -33 -34 -35 -36 -37 37 -39 -40 -41 -42 -43 -44 44 -46 -47 50 49 -50 -51 51 -53 -54 -55 leaf_value=0.086237897646999809 18.487243642568586 30.90842773305959 73.085192449660525 1.5360538140219717 3.9107689164814197 0.55334750422095991 22.128593454360963 0.28979382861744274 0.078949151134068987 15.485686960634979 4.1730178586676203 1.8345962334596195 2.5447910903816795 8.9923588739741938 18.226979384649368 2.5526688333055869 1.8762876249962495 7.4520177841186523 0.39867078180462778 8.7211149415969853 4.2745897293090822 3.3064448704649796 4.2733184051513673 11.622565050125122 11.914846626281738 0.13861281744086268 0.10220016046183882 -0.010584393048568874 1.8348703902007037 5.8195082765817645 4.6158009036382035 1.3448312859812874 -1.2804026107788087 7.3019779366713307 6.4198813513553503 1.980009374363082 0.10716852830508294 1.9534473039044276 2.7944236130184597 2.2461904302927165 0.20158132739689041 1.391472502884112 -0.083319997919277328 0.35008566103537525 3.2325654192404314 1.0121455385740481 0.19438032862007795 0.84302784124003338 -0.074016748326307308 2.4659597889582314 0.11829083328247071 2.3298878461122512 -0.20793647773480145 -0.66774043100220826 leaf_weight=19529 40 29 21 2115 171 2749 20 22 113 23 29 26 67 88 21 67 109 22 5258 20 20 282 20 28 20 4192 7389 37360 807 32 21 717 20 26 33 112 6103 90 36 52 312 38 268541 1234 22 204 329 333 4226 33 50 20 346 28 leaf_count=19529 40 29 21 2115 171 2749 20 22 113 23 29 26 67 88 21 67 109 22 5258 20 20 282 20 28 20 4192 7389 37360 807 32 21 717 20 26 33 112 6103 90 36 52 312 38 268541 1234 22 204 329 333 4226 33 50 20 346 28 internal_value=0 17.744 48.6227 -0.00737413 1.94764 -0.0306348 0.619493 10.6892 1.45286 6.08927 7.78314 11.9271 1.99955 5.59015 7.62155 6.20875 0.57313 12.7142 -0.0476584 1.80207 4.71009 1.74434 5.35983 8.56038 8.09472 0.416299 0.184025 -0.0604135 1.55171 1.98685 0.447122 0.715016 1.94713 3.87859 3.82357 0.431652 -0.0703014 0.134 0.0968839 0.0919739 0.684531 3.45272 -0.0744398 0.0734234 0.400575 0.178743 0.314351 0.681488 0.0381097 0.963045 0.0587839 0.750176 -0.0120451 -0.0647383 internal_weight=0 205 50 363410 4273 359137 9164 42 3817 456 155 66 2565 433 198 155 9122 43 349973 2417 89 2397 148 48 40 7862 18262 331711 1260 839 5391 3466 49 235 100 5370 312094 6193 19617 19581 421 209 305901 12871 1256 4396 1252 507 11615 366 745 70 675 141 internal_count=363615 205 50 363410 4273 359137 9164 42 3817 456 155 66 2565 433 198 155 9122 43 349973 2417 89 2397 148 48 40 7862 18262 331711 1260 839 5391 3466 49 235 100 5370 312094 6193 19617 19581 421 209 305901 12871 1256 4396 1252 507 11615 366 745 70 675 141 cat_boundaries=0 7 14 20 27 28 34 40 41 48 49 cat_threshold=212911616 1216349700 68161792 1078001664 4210688 16384 132 2285142048 134479940 134742272 1075053056 12600832 0 128 1082880 134479936 67113280 0 4194432 2048 1074790400 360452 65 1178665504 33720320 2495637520 2 272 2684387460 64 2424380416 2151047424 545269264 196804 65540 64 168296528 67108865 5376 2 1409 740638724 1083212816 436732436 1074790913 86336 2 128 1117 is_linear=0 shrinkage=0.01 Tree=73 num_leaves=51 num_cat=8 split_feature=0 2 7 0 2 3 5 2 25 10 2 26 3 5 0 12 8 12 0 0 23 25 2 2 0 3 8 25 25 25 2 10 10 9 15 3 5 7 16 8 24 2 5 25 24 2 8 5 3 2 split_gain=6.32766e+08 6.17987e+08 2.12356e+08 1.61972e+08 8.582e+07 4.15503e+07 5.82269e+07 3.44499e+07 2.31616e+07 2.09604e+07 1.93459e+07 4.28279e+07 1.73408e+07 1.5441e+07 1.47552e+07 1.39624e+07 1.54606e+07 1.22257e+07 1.19899e+07 9.74695e+06 9.42189e+06 9.82777e+06 8.15729e+06 7.73139e+06 6.75902e+06 6.65796e+06 5.72119e+06 5.23706e+06 4.97819e+06 4.8777e+06 3.7365e+06 3.45757e+06 3.45017e+06 3.38218e+06 6.03349e+06 2.63711e+06 2.44577e+06 2.20941e+06 2.19074e+06 1.40145e+06 1.35481e+06 1.26969e+06 1.15631e+06 1.14687e+06 1.02432e+06 775083 361144 684832 307459 122622 threshold=2778.6210000000005 2682.0900000000006 2822.9627650000007 346.24075000000011 967.39580000000012 2725.8677800000005 1146.4585000000004 114.82550000000002 0 3056.7500000000005 27.046500000000005 2022.5000000000002 1118.1025000000002 236.84755000000004 992.19979999999998 1017.6685000000001 22.577500000000004 1621.2640000000004 1275.1415000000002 28.442500000000006 8.5912500000000005 1 1107.4580000000003 522.27250000000015 32.621500000000005 991.56000000000017 761.67400000000009 2 3 4 466.01190000000003 941.87500000000011 172.93750000000003 613.5367500000001 173.96175000000002 608.61636750000014 62.716000000000015 82.043000000000006 297.94714950000008 487.53114000000005 5 104.01000000000001 268.69000000000005 6 7 422.31750000000005 104.25500000000001 92.948000000000022 571.90530000000001 242.57000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 9 9 2 2 2 2 2 2 2 2 2 2 1 2 2 9 1 2 2 2 2 2 left_child=3 10 -3 5 8 7 41 19 12 14 11 -2 20 27 33 16 -16 -17 42 29 21 -5 32 -20 40 -26 -24 30 31 35 -9 -21 -12 38 -35 -1 -31 -30 -6 -29 -15 -7 -14 44 49 -46 48 -48 -45 -10 right_child=1 2 -4 4 9 6 -8 13 43 -11 22 -13 18 24 15 17 -18 -19 23 28 -22 -23 26 -25 25 -27 -28 39 37 36 -32 -33 -34 34 -36 -37 -38 -39 -40 -41 -42 -43 -44 46 45 -47 47 -49 -50 -51 leaf_value=0.081427299601451217 18.30237148475647 30.599343462319212 72.354340529668903 1.0054040968716371 3.625394065971792 0.57353066608823589 22.080007202148437 0.50773764096305629 0.078159655970809733 15.330829905634342 4.1312875186985938 1.8162502646446228 2.1855038522214305 1.2268706791180684 8.9024353131380956 18.044709668840682 2.5271421139275851 7.3774975898049098 5.4573629291240993 0.58331336737488626 7.344267790476481 2.3246009118533979 4.2318437805175781 13.328210688432057 1.8996276946746926 5.1780001292509192 11.795698320388794 0.11292039244130356 0.076141489646586111 -0.074005309906270328 1.2673068222006902 4.7602775650024416 -1.2675986213684083 3.1179655762722618 9.1745937324392397 1.2875096619292035 0.12814221474592233 0.46272725093308326 0.68158961019208353 1.7356974483419347 0.17469774574473285 3.7593677173961293 4.2483683769673597 -0.049220416112710497 0.83459756650903205 2.4413001892783424 0.11710792808532715 2.3065888732522728 1.2094434509277343 -0.66106302882943835 leaf_weight=19400 40 29 21 1141 137 29 20 3330 113 23 29 26 49 239 88 21 67 22 26 2172 30 1234 20 24 696 68 20 3675 15433 304986 804 20 20 38 29 183 6105 1635 31 54 266 22 61 655 333 33 50 20 20 28 leaf_count=19400 40 29 21 1141 137 29 20 3330 113 23 29 26 49 239 88 21 67 22 26 2172 30 1234 20 24 696 68 20 3675 15433 304986 804 20 20 38 29 183 6105 1635 31 54 266 22 61 655 333 33 50 20 20 28 internal_value=0 17.5666 48.1364 -0.00729984 1.92816 -0.0303279 7.61885 -0.0318404 1.43833 6.02838 7.70531 11.8078 1.97956 0.574501 5.53425 7.54534 6.14666 12.5871 5.17505 -0.0476637 1.7752 1.70485 4.66299 9.23537 1.59807 2.19142 8.01377 0.409308 0.171018 -0.0604008 0.653881 0.618602 1.92766 3.83981 5.73949 0.0926506 -0.070036 0.113108 3.08219 0.136055 0.700411 1.94781 3.32946 0.311207 0.674673 0.953415 0.0581943 0.742674 -0.0119267 -0.0640909 internal_weight=0 205 50 363410 4273 359137 71 359066 3817 456 155 66 2565 9132 433 198 155 43 160 349934 2405 2375 89 50 1269 764 40 7863 19260 330674 4134 2192 49 235 67 19583 311091 17068 168 3729 505 51 110 1252 507 366 745 70 675 141 internal_count=363615 205 50 363410 4273 359137 71 359066 3817 456 155 66 2565 9132 433 198 155 43 160 349934 2405 2375 89 50 1269 764 40 7863 19260 330674 4134 2192 49 235 67 19583 311091 17068 168 3729 505 51 110 1252 507 366 745 70 675 141 cat_boundaries=0 7 14 21 26 33 34 40 41 cat_threshold=212911616 1216349700 68161792 1078001664 4210688 16384 132 201342976 1073742852 1052928 1073741824 0 0 132 2285142560 134479940 134746368 1075053056 12600832 0 128 1081344 134479872 67109184 0 128 1074790400 360452 65 1178665504 33720320 2495637520 2 1368 65540 64 168296528 67108865 5376 2 1409 is_linear=0 shrinkage=0.01 Tree=74 num_leaves=47 num_cat=6 split_feature=1 0 3 0 2 3 5 1 3 25 0 26 3 15 5 1 2 3 5 3 1 2 25 2 17 8 1 8 5 1 25 2 8 6 25 3 0 6 11 0 25 24 8 2 0 5 split_gain=6.46709e+08 6.60762e+08 3.29349e+08 1.61594e+08 6.56263e+07 4.37231e+07 5.46537e+07 3.42097e+07 3.06011e+07 2.96553e+07 3.52478e+07 3.24985e+07 1.8644e+07 1.91341e+07 2.05384e+07 1.67864e+07 1.66049e+07 1.2419e+07 1.03028e+07 1.02557e+07 7.94106e+06 8.80759e+06 7.7337e+06 7.5197e+06 6.35198e+06 5.10113e+06 4.51744e+06 4.4907e+06 5.25483e+06 4.41731e+06 3.9843e+06 3.54741e+06 3.43639e+06 3.37799e+06 3.35974e+06 3.21979e+06 3.10051e+06 2.7411e+06 2.4764e+06 2.41648e+06 1.49418e+06 1.42458e+06 669573 652203 80004.7 22175.6 threshold=2781.5828000000006 2778.6210000000005 2725.8677800000005 332.68500000000006 967.39580000000012 2725.8677800000005 1146.4585000000004 90.759350000000012 543.62350000000004 0 2778.6210000000005 2022.5000000000002 1118.1025000000002 173.96175000000002 1146.4585000000004 733.85806350000018 184.07250000000002 1890.7105500000002 584.10300000000018 1282.3492500000004 137.46340000000004 2682.0900000000006 1 66.602850000000004 1179.9325000000001 311.75250000000005 32.44100000000001 912.87025000000017 923.46450000000016 1256.4300000000001 2 141.77045000000001 1148.5039000000004 1324.2200000000003 3 70.728500000000011 21.129000000000001 306.15750000000008 474.67500000000013 2778.6210000000005 4 5 104.25500000000001 624.21400000000006 137.52300000000002 53.965000000000011 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 9 1 2 2 2 2 left_child=3 8 -3 5 9 7 26 23 31 10 15 -12 20 27 -15 22 25 -10 32 -17 37 33 -5 30 34 35 -7 28 -14 -20 41 44 -18 -22 -25 -9 -32 45 -27 40 43 -1 -42 -11 -2 -6 right_child=1 2 -4 4 12 6 -8 16 17 39 11 -13 13 14 -16 19 18 -19 29 -21 21 -23 -24 24 -26 38 -28 -29 -30 -31 36 -33 -34 -35 -36 -37 -38 -39 -40 -41 42 -43 -44 -45 -46 -47 leaf_value=0.15994408211783531 0.91552914874307034 20.603775546734152 68.864981231997092 1.0149985340479162 -0.45433466775076731 -0.27880871082174369 21.859206966400148 0.17227753847884458 16.323732180430969 0.78692222819105828 16.328271771055277 2.0694477188202645 7.4129194008676631 7.207104711986724 21.366686036109922 3.1640557876113982 0.99650706512412057 7.4158289673749138 2.7672897829976186 7.8222709727720785 3.7168375856902007 11.019540072849818 2.2382237863739936 0.43343199235904911 5.4715356766659289 1.0752811208584656 5.898942239761352 8.9313408831755314 2.1877449994209486 6.9357925329537231 -0.074326931582070752 5.2328042133649193 3.9594555497169495 7.1885032006466032 0.056497881168254306 0.62472885969525827 0.062771311239510671 3.631875912624857 3.1807827404363831 -2.4747926502843058 0.054255337948721331 -0.0079236565157996975 0.91660168075561532 2.4896213227510451 0.11581905364990235 -0.91960407209396366 leaf_weight=10343 29 26 31 1230 21 29 20 6914 29 359 33 31 38 21 20 336 1827 34 206 55 186 21 977 3985 23 336 20 39 39 29 299840 24 40 33 5822 2036 17456 23 67 31 904 9886 100 24 22 20 leaf_count=10343 29 26 31 1230 21 29 20 6914 29 359 33 31 38 21 20 336 1827 34 206 55 186 21 977 3985 23 336 20 39 39 29 299840 24 40 33 5822 2036 17456 23 67 31 904 9886 100 24 22 20 internal_value=0 18.2088 46.8511 -0.00718568 1.8674 -0.0309054 7.92866 -0.0324361 6.37835 1.46331 2.08236 9.42165 5.44378 8.24215 14.1142 1.90957 0.505253 11.5163 1.30837 3.8193 3.99856 4.83318 1.57124 -0.0501679 0.222472 0.32476 2.24272 6.16668 4.7664 3.2817 -0.0581082 2.06248 1.05999 4.23997 0.210162 0.275204 -0.0667824 0.868751 1.42533 0.284485 0.348207 0.077943 0.138764 0.87088 0.570556 -0.681295 internal_weight=0 195 57 363420 4541 358879 69 358810 138 4080 2662 64 461 157 41 2598 11455 63 2102 391 304 240 2207 347355 9830 9353 49 116 77 235 337525 75 1867 219 9807 8950 317296 64 403 1418 1387 20229 1004 383 51 41 internal_count=363615 195 57 363420 4541 358879 69 358810 138 4080 2662 64 461 157 41 2598 11455 63 2102 391 304 240 2207 347355 9830 9353 49 116 77 235 337525 75 1867 219 9807 8950 317296 64 403 1418 1387 20229 1004 383 51 41 cat_boundaries=0 7 14 21 27 33 34 cat_threshold=145868288 142607872 67113232 1078001664 4210688 16384 132 136396800 1024 4368 1073741824 4194304 0 132 1074790400 360452 65601 1178665760 537036816 2495637520 2 2285142528 134545984 4352 1077215233 12584448 2048 67108868 1073741828 169345024 1 5120 2 1303 is_linear=0 shrinkage=0.01 Tree=75 num_leaves=58 num_cat=12 split_feature=3 4 12 0 25 0 0 3 26 3 11 3 9 25 4 3 0 5 6 4 19 10 24 7 25 24 4 4 24 5 13 5 7 9 12 5 0 25 3 25 20 12 20 25 0 6 24 7 10 7 24 0 4 24 26 10 0 split_gain=5.17007e+08 5.19954e+08 3.0863e+08 1.99777e+08 5.82907e+07 4.84539e+07 3.8047e+07 4.15659e+07 3.47095e+07 3.67994e+07 2.7937e+07 2.37498e+07 1.94376e+07 1.61994e+07 2.0162e+07 1.53029e+07 9.87946e+06 1.96491e+07 9.09656e+06 8.83033e+06 8.0335e+06 9.35035e+06 7.9647e+06 6.40766e+06 4.92715e+06 4.76541e+06 7.48218e+06 4.59627e+06 4.45195e+06 4.32795e+06 5.34087e+06 4.21431e+06 4.10645e+06 3.84073e+06 5.62921e+06 3.55176e+06 3.51739e+06 3.51523e+06 3.43649e+06 2.90896e+06 2.78914e+06 2.65549e+06 2.57977e+06 2.45647e+06 2.42956e+06 2.25888e+06 2.23634e+06 2.08704e+06 1.68452e+06 1.48811e+06 885991 765086 958984 686571 1.1193e+06 261242 243567 threshold=2725.8677800000005 2693.9010000000007 85.709000000000017 591.40200000000016 0 127.53000000000002 2778.6210000000005 1118.1025000000002 2022.5000000000002 188.66375000000002 1085.4300000000001 428.36700000000008 1135.3321000000003 1 1.2766000000000002 90.03540000000001 531.22050000000013 1146.4585000000004 420.87650000000008 727.60250000000008 228.91000000000003 517.51460000000009 2 88.405000000000015 3 4 1522.8167500000002 74.25915000000002 5 923.46450000000016 397.80214000000007 330.08250000000004 112.55400000000002 487.08190000000008 371.74280000000005 6.9530000000000003 2778.6210000000005 6 1493.1141200000004 7 16.038500000000003 250.65000000000003 307.15000000000003 8 14.956000000000001 436.01500000000004 9 548.03450000000009 435.29700000000003 49.522980000000011 10 992.19979999999998 508.93250000000006 11 2022.5000000000002 14.956000000000001 747.41500000000008 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 9 1 2 2 1 2 2 2 2 2 2 2 2 9 2 9 2 2 2 9 2 2 1 2 2 2 1 2 2 1 2 2 2 left_child=3 16 -3 5 6 15 7 13 9 -8 38 18 -12 14 -5 27 32 -18 24 23 29 -22 -15 43 28 26 -21 37 -7 39 -31 49 -2 47 -35 36 53 50 -9 -13 51 -10 -33 -17 -39 -27 -25 -20 -26 -29 -1 52 -37 54 -6 -53 -55 right_child=1 2 -4 4 35 11 8 10 41 -11 12 20 -14 22 -16 19 17 -19 33 25 21 -23 -24 46 48 45 -28 31 -30 30 -32 42 -34 34 -36 40 -38 44 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 55 -54 56 -56 -57 -58 leaf_value=0.16854413411815494 1.7197855489026932 19.904616124079777 69.113967318725585 9.0803842370503638 1.1564656374803404 1.2731911219444523 21.190039075215658 7.2838186770847875 6.3148014550549645 5.3970511138916013 8.4959815964875389 2.6656067291306864 21.006062940514607 3.1006357863804079 3.2687347314638249 0.41008543905321737 14.623312921831685 2.57111606280009 1.0896064420416951 2.6813270566576999 2.4936599000295003 10.067916335037777 1.2160399085023053 1.276181637083478 0.23367606553549944 1.7378339713034421 9.1186057264908502 0.063738924167766955 0.46232308653924237 5.5772287433330829 -0.12306809685447 1.0143456983367047 6.6123751502201484 2.0203010704979967 7.118641848862171 1.1619228304396658 -3.7114996354476268 -0.076064072733771027 4.2837643681253708 1.1581974750834534 4.471314600626628 2.127815180691806 4.6203401347569057 0.02712542862391917 0.039664894155823839 -0.95687071394413081 0.50105380237439512 3.1994711157253812 1.6148730313546127 0.42882682371787334 0.022687299915123922 0.95391546345419354 3.2957364769812143 0.38316703410709607 -0.18584375381469728 -0.26838954180259916 -0.32866445933900229 leaf_weight=6350 42 26 25 92 164 1136 36 70 28 25 27 233 23 520 170 2815 31 24 288 84 39 28 471 766 4677 92 23 5864 1761 65 22 359 29 67 32 85 23 298018 84 414 30 33 21 4132 19316 47 808 56 90 1379 12097 36 28 68 100 34 164 leaf_count=6350 42 26 25 92 164 1136 36 70 28 25 27 233 23 520 170 2815 31 24 288 84 39 28 471 766 4677 92 23 5864 1761 65 22 359 29 67 32 85 23 298018 84 414 30 33 21 4132 19316 47 808 56 90 1379 12097 36 28 68 100 34 164 internal_value=0 17.0869 44.0268 -0.007991 2.92282 -0.0267489 3.99394 3.57005 9.38361 14.7175 7.75605 0.701618 14.2506 2.88853 5.11427 -0.0451726 6.18269 9.36417 0.539315 0.367388 2.3443 5.65902 2.22603 0.313464 0.45878 2.23523 3.7176 -0.0557052 0.783575 2.04173 4.13577 0.187104 3.71817 1.93258 3.66825 0.550223 0.111495 -0.0612175 5.64743 1.76015 1.64507 4.04971 1.21362 0.182934 -0.0690175 0.771193 0.889567 1.43307 0.259209 0.133248 0.0729596 1.18175 1.69066 0.288771 0.624365 0.360224 -0.115065 internal_weight=0 177 51 363390 2311 361079 1579 1457 122 61 204 8908 50 1253 262 352171 126 55 8107 8767 801 67 991 8521 7664 246 107 343404 2897 734 87 7623 71 443 99 732 519 335781 154 647 213 61 380 6947 317334 139 1574 344 4767 7243 18447 183 113 496 264 70 232 internal_count=363567 177 51 363390 2311 361079 1579 1457 122 61 204 8908 50 1253 262 352171 126 55 8107 8767 801 67 991 8521 7664 246 107 343404 2897 734 87 7623 71 443 99 732 519 335781 154 647 213 61 380 6947 317334 139 1574 344 4767 7243 18447 183 113 496 264 70 232 cat_boundaries=0 7 13 14 19 20 21 28 31 36 37 38 39 cat_threshold=143689216 134217728 4368 1073807360 4210688 16384 132 135266816 134217728 0 0 4194304 16384 3372 77628448 134218752 68686080 1077936128 8388608 2496 30 3221225472 98308 268435521 1181818928 8431632 2428528704 2 32768 0 256 135562784 1208321540 528704 33554433 12583936 2822 1045 318 is_linear=0 shrinkage=0.01 Tree=76 num_leaves=57 num_cat=11 split_feature=2 4 12 0 25 2 0 4 0 13 4 2 2 23 0 6 2 9 6 25 0 0 6 7 4 2 24 9 25 21 25 7 24 5 25 6 10 10 6 0 5 14 7 19 2 25 25 10 25 9 9 4 6 4 4 25 split_gain=5.27976e+08 5.80586e+08 3.92048e+08 1.70166e+08 5.21593e+07 4.65917e+07 3.84672e+07 5.79778e+07 3.39096e+07 3.1821e+07 2.74589e+07 2.16536e+07 1.91498e+07 1.27801e+07 1.19542e+07 1.16109e+07 9.18472e+06 7.47624e+06 7.10411e+06 6.15013e+06 5.80549e+06 5.79507e+06 5.19031e+06 4.77064e+06 4.50246e+06 7.87922e+06 5.0475e+06 4.38939e+06 4.12122e+06 5.22375e+06 3.89286e+06 3.40061e+06 3.30393e+06 3.11068e+06 2.72484e+06 2.6249e+06 2.47364e+06 2.39885e+06 2.1296e+06 2.12747e+06 1.95143e+06 1.88762e+06 1.83741e+06 2.3173e+06 1.65272e+06 1.73768e+06 1.60048e+06 1.39217e+06 1.24508e+06 1.20213e+06 1.07084e+06 1.01238e+06 641563 487232 410172 393473 threshold=2682.0900000000006 2693.9010000000007 85.709000000000017 531.22050000000013 0 114.82550000000002 1117.6621800000003 102.15277500000001 2778.6210000000005 1175.575 508.93250000000006 27.046500000000005 1107.4580000000003 8.5912500000000005 31.097000000000005 265.24250000000001 1107.4580000000003 1135.3321000000003 1529.30718 1 56.606000000000002 1275.1415000000002 1937.6795000000002 1538.3385000000001 1888.1190000000004 440.27500000000003 2 375.64974000000007 3 173.56925000000004 4 240.72500000000002 5 772.27550000000008 6 137.52500000000001 599.29360000000008 1935.1350000000002 1937.6795000000002 2778.6210000000005 1312.9050000000002 27.567750000000007 104.89700000000002 260.36070000000001 189.07500000000002 7 8 1058.8682400000002 9 119.5475 487.08190000000008 216.01200000000003 62.572500000000005 191.94000000000003 72.863750000000024 10 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 9 2 9 2 1 2 9 2 2 2 2 2 2 2 2 2 2 9 9 2 9 2 2 2 2 2 2 9 left_child=3 6 -3 5 8 14 41 -8 9 12 15 -10 13 -5 30 20 27 36 -9 31 46 -19 24 -14 26 -26 -12 -13 29 -17 37 32 -16 -33 -22 40 -11 38 -1 44 -32 53 48 -44 45 54 -7 -37 -21 52 -30 -51 -46 -2 -6 -47 right_child=1 2 -4 4 39 10 7 18 11 17 22 16 23 -15 19 28 -18 21 -20 42 34 -23 -24 -25 25 -27 -28 -29 50 -31 35 33 -34 -35 -36 47 -38 -39 -40 -41 -42 -43 43 -45 49 55 -48 -49 -50 51 -52 -53 -54 -55 -56 -57 leaf_value=0.060290046124226004 2.2709626980261373 21.154482716527479 77.135947570800781 2.2598571221377379 1.1222147746209974 0.36545188282382546 24.91568084716797 9.4059368206205818 14.265259711686957 8.8590846288771861 0.98078539250990115 5.486410882132394 5.1946738920325322 10.117829497201102 0.92287847815974533 2.1019029417037967 9.189791326250349 15.596234763009209 1.274482851895419 0.14950512333341665 1.1809460323525778 8.1671630786714111 7.3199932609904899 10.250065110978626 10.135425495147706 1.9173876428604126 2.8988752950947636 -0.97916620163690482 0.73551506671648126 7.3387602968215946 -0.072721581127395782 1.2212650231663271 0.26148780475411298 4.5609365060829345 0.50367097500093549 0.20955726481351483 4.4140105868924051 2.8039912968873977 2.6418936064094307 -2.2045451061187253 1.6736312958598136 -0.48091021496316666 0.43306716733146028 3.7114147904515269 1.3425720609835725 0.51465085016829626 0.025014237240731804 2.3751674133936564 -0.04088108930753908 4.2499281578307802 2.1014792381678569 1.4450214656706779 -0.29800989892837165 4.153382221221924 2.5748927406164319 -0.15130893370865101 leaf_weight=21976 44 29 22 1436 77 2855 23 21 43 21 267 21 168 21 1085 400 35 21 22 8760 1011 21 22 21 20 28 380 21 440 20 306544 278 2529 31 1569 2824 31 32 32 31 64 23 1081 22 67 102 2682 30 5645 22 66 31 37 20 26 417 leaf_count=21976 44 29 22 1436 77 2855 23 21 43 21 267 21 168 21 1085 400 35 21 22 8760 1011 21 22 21 20 28 380 21 440 20 306544 278 2529 31 1569 2824 31 32 32 31 64 23 1081 22 67 102 2682 30 5645 22 66 31 37 20 26 417 internal_value=0 16.0835 45.3033 -0.00869781 2.50654 -0.0273167 6.34348 12.1004 3.42096 3.08477 0.654194 8.58084 2.7616 2.37312 -0.0462705 0.504839 5.40643 8.74369 5.24566 0.194799 0.383812 11.8817 2.5379 5.75638 2.38652 5.34157 2.16729 2.25362 1.56572 2.2966 -0.0604009 0.548022 0.463329 1.55631 0.775598 -0.0695449 6.20914 0.067991 0.0640437 0.360084 -0.0723571 1.9762 0.105025 0.498456 0.466765 0.235353 0.201257 0.232321 0.0749724 1.38357 0.895977 2.60932 0.758903 2.85922 1.35715 -0.0131721 internal_weight=0 204 51 363363 2670 360693 153 66 1860 1740 9760 120 1646 1457 350933 9043 77 94 43 19431 8117 42 717 189 695 48 647 42 926 420 331502 3923 3614 309 2580 309462 52 22040 22008 810 306608 87 15508 1103 779 622 5537 2854 14405 157 506 53 104 64 103 519 internal_count=363567 204 51 363363 2670 360693 153 66 1860 1740 9760 120 1646 1457 350933 9043 77 94 43 19431 8117 42 717 189 695 48 647 42 926 420 331502 3923 3614 309 2580 309462 52 22040 22008 810 306608 87 15508 1103 779 622 5537 2854 14405 157 506 53 104 64 103 519 cat_boundaries=0 7 13 14 19 26 27 34 39 46 53 57 cat_threshold=145802752 134218240 67113232 1073741824 4210688 16384 132 1083392 134217792 67113296 1077936128 8389761 2048 674 3179520 64 272 0 4194304 3221225600 360452 65 1179722288 8423424 2428528704 2 22 69239808 262208 256 1073741824 0 0 128 0 1073741860 1048576 65536 8393728 135579136 134578252 256 1075841056 549541120 256 128 145032708 1075086896 135266820 100704257 2151678208 2 200 4 98304 524352 67108864 is_linear=0 shrinkage=0.01 Tree=77 num_leaves=54 num_cat=5 split_feature=2 4 12 0 25 1 0 4 3 0 3 2 26 1 13 3 16 0 1 9 6 8 6 4 2 2 0 3 19 3 3 25 6 0 13 26 25 3 3 0 11 12 2 25 4 11 9 1 4 6 4 1 25 split_gain=5.17469e+08 5.69032e+08 3.84246e+08 1.66781e+08 5.11198e+07 4.57111e+07 3.77017e+07 5.68241e+07 3.49518e+07 4.18145e+07 2.2883e+07 2.25834e+07 1.93845e+07 1.7895e+07 1.43869e+07 1.32377e+07 1.24607e+07 1.18072e+07 1.14796e+07 9.22493e+06 6.96274e+06 6.72818e+06 5.70893e+06 5.44692e+06 5.24986e+06 5.11601e+06 5.02677e+06 4.91413e+06 4.75449e+06 4.62837e+06 4.22792e+06 3.94198e+06 3.61263e+06 3.55502e+06 3.30396e+06 3.29251e+06 3.15336e+06 2.84586e+06 2.69746e+06 2.0852e+06 1.84542e+06 1.78409e+06 1.61966e+06 1.70292e+06 1.54402e+06 1.22645e+06 1.1782e+06 1.12179e+06 992238 628915 402009 390372 386222 threshold=2682.0900000000006 2693.9010000000007 85.709000000000017 531.22050000000013 0 130.40580000000003 1117.6621800000003 102.15277500000001 1118.1025000000002 2778.6210000000005 92.623500000000021 1827.1555000000001 2022.5000000000002 733.85806350000018 1175.575 119.71400000000001 635.52750000000003 28.442500000000006 1892.2623000000001 234.11000000000004 1529.30718 204.15015000000002 1529.30718 2693.9010000000007 198.67650000000003 385.09140000000008 13.740500000000003 543.62350000000004 430.74300000000011 453.37980000000005 2725.8677800000005 1 152.21900000000002 157.50375000000003 855.90750000000014 2022.5000000000002 2 373.20250000000004 250.65000000000003 2778.6210000000005 304.87800000000004 430.80850000000004 189.07500000000002 3 63.606000000000002 640.9625000000002 119.5475 32.888000000000012 216.01200000000003 196.44300000000001 72.863750000000024 255.76375000000002 4 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 left_child=3 6 -3 5 8 17 35 -8 9 14 22 16 47 24 18 -15 23 30 -5 -13 -9 31 26 -10 40 45 41 -17 -26 -16 32 37 36 -27 -28 -2 -1 -19 -34 42 -12 -7 43 50 -33 -23 49 -11 -48 -44 -6 -37 -45 right_child=1 2 -4 4 39 10 7 20 11 12 13 19 -14 15 29 27 -18 21 -20 -21 -22 25 -24 -25 28 33 34 -29 -30 -31 -32 44 38 -35 -36 51 -38 -39 -40 -41 -42 -43 46 52 -46 -47 48 -49 -50 -51 -52 -53 -54 leaf_value=0.074440168048695091 4.2718965389993455 20.942937443174166 76.364587111039597 2.1210668031938043 1.1109926241094417 0.064474939848595147 24.666523755944297 9.3118776085263217 5.0052261612214242 16.466785697937013 0.59675090307832734 7.9340629650297618 4.3864685995876789 10.326046403503417 10.509026593808773 1.8328042673431668 10.52502640063946 0.41874855704838909 7.0941634331146872 16.771181497220638 1.2617378061467952 0.64596119014800268 5.1038319763183591 0.162186402214898 1.5319871974804185 0.54776575577259068 0.64141790713303959 3.9994750149800229 5.2415781980090674 4.5377959747314449 3.1913622783422473 0.050450859862029671 0.17746429070199646 4.2066687229615223 4.5348039852489128 -0.47094721112932475 -0.070356021272611743 1.8845797921963734 1.1990284312365318 -2.1824996667523537 1.7658428449193637 1.7481489886716008 1.269742112822003 0.50996385340179717 0.32400622571829346 2.4251581237374285 4.2074289184808729 13.1575877453032 1.4305712915235949 -0.4151478710025549 2.5491438099054191 1.2873052912173062 -0.14983127648154801 leaf_weight=15797 36 29 22 1407 77 3787 23 21 166 20 1352 21 32 25 27 226 39 2810 48 27 22 704 25 27 858 40 2352 195 36 25 40 14272 3225 79 22 28 311761 139 281 31 150 64 72 102 2412 41 22 21 31 32 26 23 417 leaf_count=15797 36 29 22 1407 77 3787 23 21 166 20 1352 21 32 25 27 226 39 2810 48 27 22 704 25 27 858 40 2352 195 36 25 40 14272 3225 79 22 28 311761 139 281 31 150 64 72 102 2412 41 22 21 31 32 26 23 417 internal_value=0 15.9226 44.8503 -0.00860874 2.48149 -0.0270415 6.28005 11.9794 3.38675 2.82789 0.673022 6.66129 10.2193 1.41699 2.46984 3.25619 5.36949 -0.0451443 2.28513 12.9049 5.1932 0.187764 0.334724 4.3277 1.07464 1.05142 0.315571 2.83637 1.68137 7.63824 -0.0595625 0.149757 -0.0599553 2.97679 0.677498 1.95643 -0.0633729 0.486191 0.259341 0.356527 0.713504 0.092456 0.462144 0.233058 0.0899448 0.743877 1.36973 14.7718 2.58323 0.751314 1.34358 0.32199 -0.0129717 internal_weight=0 204 51 363363 2670 360693 153 66 1860 1580 9092 280 73 2842 1507 446 232 351601 1455 48 43 20497 6250 193 2396 864 6225 421 894 52 331104 19633 331064 119 2374 87 327558 2949 3506 810 1502 3851 779 622 16684 745 157 41 53 104 103 51 519 internal_count=363567 204 51 363363 2670 360693 153 66 1860 1580 9092 280 73 2842 1507 446 232 351601 1455 48 43 20497 6250 193 2396 864 6225 421 894 52 331104 19633 331064 119 2374 87 327558 2949 3506 810 1502 3851 779 622 16684 745 157 41 53 104 103 51 519 cat_boundaries=0 7 13 20 25 29 cat_threshold=145802752 134218240 67113232 1073741824 4210688 16384 132 1083392 134217792 320 1111785472 8389761 18432 3221225472 98308 268435457 1179722544 8554512 2428657728 2 0 1073741860 1048576 65536 8393728 4 98304 524352 67108864 is_linear=0 shrinkage=0.01 Tree=78 num_leaves=60 num_cat=5 split_feature=2 4 12 1 3 2 2 1 5 3 16 2 2 24 1 7 5 2 24 7 24 3 14 12 13 26 4 26 7 8 7 8 5 1 10 1 1 4 3 3 18 12 1 10 4 6 6 1 7 15 24 26 10 24 26 3 10 1 12 split_gain=5.07172e+08 5.57708e+08 3.766e+08 1.40209e+08 5.88958e+07 3.18737e+07 3.01362e+07 2.61424e+07 2.36742e+07 1.98028e+07 1.37234e+07 1.05987e+07 1.07187e+07 9.2852e+06 1.66343e+07 8.13951e+06 1.0447e+07 7.98602e+06 7.88323e+06 8.29045e+06 7.67923e+06 7.57354e+06 7.45699e+06 7.30174e+06 6.91248e+06 6.87352e+06 9.45547e+06 6.06607e+06 5.70107e+06 5.59305e+06 5.44887e+06 4.95698e+06 4.66164e+06 4.32365e+06 4.25183e+06 3.99808e+06 3.78046e+06 3.61841e+06 3.60171e+06 3.50203e+06 3.39264e+06 3.38339e+06 3.3691e+06 2.82327e+06 2.72197e+06 2.70089e+06 2.61259e+06 2.55394e+06 2.17627e+06 2.1729e+06 1.81463e+06 2.90768e+06 1.7705e+06 1.49837e+06 1.45502e+06 1.3417e+06 1.20165e+06 1.17996e+06 85592 threshold=2682.0900000000006 2693.9010000000007 85.709000000000017 354.74564000000004 453.37980000000005 74.33550000000001 967.39580000000012 1892.2623000000001 288.75836000000004 188.66375000000002 1595.6657935000001 26.254000000000001 32.14650000000001 0 1098.6214000000002 104.89700000000002 1561.8224400000001 405.12900000000008 1 11.024400000000002 2 1118.1025000000002 1352.1000000000001 250.65000000000003 1063.1169900000002 2022.5000000000002 7.273200000000001 2022.5000000000002 365.31653000000006 289.16250000000008 826.12250000000006 1973.6620000000003 7.9537500000000003 1256.4300000000001 856.19400000000007 962.58510000000012 26.307400000000005 124.88310000000003 104.41300000000003 7.9742500000000005 549.47500000000014 310.56000000000006 1892.2623000000001 1330.1795 1292.0010000000002 898.38705000000004 1136.6981000000003 270.00500000000005 485.08750000000003 239.75000000000003 3 2022.5000000000002 123.51250000000002 4 2022.5000000000002 45.215913000000008 1935.1350000000002 1.8942000000000003 130.10250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 left_child=3 7 -3 5 11 15 13 25 -9 29 18 20 -13 14 49 36 34 -16 43 -20 27 24 33 48 30 26 -2 35 -25 37 -11 42 -27 -14 38 -5 50 57 -17 -18 52 -36 -15 -8 -39 -34 47 -31 -23 -6 51 -1 -22 54 -38 -55 -52 -7 -29 right_child=1 2 -4 4 6 9 10 8 -10 21 -12 12 22 31 17 16 39 -19 19 -21 40 23 -24 28 -26 32 -28 58 -30 46 -32 -33 45 -35 41 -37 53 44 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 56 -53 -54 55 -56 -57 -58 -59 -60 leaf_value=0.057586588421904353 11.639484422774542 20.733508590172079 75.60094145341354 2.3775902703550993 2.4182096496020278 0.061736694238396075 2.2762802289355371 20.835646928787234 5.6335104261125837 0.96187786069386805 13.607249870300294 9.0390472803115856 1.3843230058096572 2.166220566284272 15.39930449104309 0.14841242656815581 2.4649137582778931 6.5698788088843934 12.373720267613729 6.7385669486808775 0.10058795354940696 1.4222229942303259 7.08246252708435 10.573260488964264 5.5055819288889563 -1.5245323718035664 2.4512411216894785 -0.28868948890946128 3.5678962032611556 0.89454829276071313 3.4832562212414211 6.2686846845597026 6.4516481285095209 3.1736415064098034 4.035368814821596 5.8103268034914706 0.62766505002066997 0.64018574471219203 0.85879147238901554 8.3827085723876955 4.3815079984664917 0.1406040052363747 -1.002040262752109 6.3756946636381597 3.8452601990876376 1.2546396675109863 4.3211766326427457 3.2965323677062988 4.4827969449361165 5.7847901410322926 -0.072317586122543617 -0.086132553403515943 1.2304604163974713 0.018056847037485696 0.023534839574640608 0.26771589013720448 1.5440782488947329 0.29764951624096542 0.47523577845096593 leaf_weight=30073 21 29 22 122 73 5066 84 20 21 1798 26 20 1278 496 20 4594 20 21 33 125 1189 103 25 21 36 27 24 55 26 386 90 28 20 151 54 47 978 1424 845 20 20 38 36 21 27 20 28 50 30 26 267964 26466 157 12173 673 2615 46 3646 20 leaf_count=30073 21 29 22 122 73 5066 84 20 21 1798 26 20 1278 496 20 4594 20 21 33 125 1189 103 25 21 36 27 24 55 26 386 90 28 20 151 54 47 978 1424 845 20 20 38 36 21 27 20 28 50 30 26 267964 26466 157 12173 673 2615 46 3646 20 internal_value=0 15.7634 44.4018 -0.00852255 1.83642 -0.0294373 3.95988 6.21725 13.0492 0.461981 6.67661 1.15545 1.76813 2.83826 5.15258 -0.0474897 0.331662 10.8769 5.99145 7.44437 0.594528 1.34835 1.66812 3.30987 1.16484 3.71627 6.73909 2.19204 6.69795 0.286492 1.08207 2.12964 1.68602 1.5734 0.294836 3.33226 -0.0536843 0.237473 0.258777 5.42381 0.290997 2.42666 1.95183 2.82693 0.699825 3.85314 1.36016 1.17001 2.11258 3.30236 -0.061178 -0.00968687 0.232378 0.0942623 0.379106 0.0621627 -0.0720375 0.160467 -0.0849761 internal_weight=0 204 51 363363 4073 359290 989 153 41 12731 289 3084 1474 700 140 346559 5571 41 263 158 1610 2104 1454 180 1924 112 45 244 47 10627 1888 560 67 1429 5531 169 340988 10163 5439 40 1366 92 532 105 1451 40 464 436 133 99 324549 56539 1346 16439 1651 14788 268010 8712 75 internal_count=363567 204 51 363363 4073 359290 989 153 41 12731 289 3084 1474 700 140 346559 5571 41 263 158 1610 2104 1454 180 1924 112 45 244 47 10627 1888 560 67 1429 5531 169 340988 10163 5439 40 1366 92 532 105 1451 40 464 436 133 99 324549 56539 1346 16439 1651 14788 268010 8712 75 cat_boundaries=0 1 2 3 4 5 cat_threshold=288 1194 4 3 4 is_linear=0 shrinkage=0.01 Tree=79 num_leaves=64 num_cat=10 split_feature=2 4 12 1 3 2 2 1 5 3 25 16 25 9 1 7 5 3 26 4 2 3 13 1 4 2 3 5 5 5 2 25 25 10 3 1 3 7 12 1 4 6 10 1 25 25 14 10 4 6 25 11 5 2 26 25 5 25 6 25 3 3 13 split_gain=4.97079e+08 5.4661e+08 3.69105e+08 1.37419e+08 5.77238e+07 3.12394e+07 2.95364e+07 2.56222e+07 2.3203e+07 1.94087e+07 1.37165e+07 1.34503e+07 1.04413e+07 9.0395e+06 8.04362e+06 7.97753e+06 1.02391e+07 7.33633e+06 6.73674e+06 9.2673e+06 5.69418e+06 1.23403e+07 6.127e+06 5.46677e+06 5.38231e+06 5.30093e+06 1.10678e+07 5.10357e+06 4.56887e+06 4.22738e+06 4.19573e+06 5.08378e+06 4.1835e+06 4.16722e+06 3.53004e+06 3.44947e+06 3.43234e+06 3.43023e+06 3.31606e+06 2.91112e+06 2.83621e+06 2.64714e+06 2.51432e+06 2.43491e+06 2.22854e+06 2.07037e+06 2.06779e+06 1.94529e+06 1.93421e+06 2.3907e+06 1.75065e+06 1.70726e+06 1.47863e+06 1.44603e+06 1.39089e+06 1.66931e+06 1.35586e+06 1.28751e+06 969271 875789 774080 592364 221167 threshold=2682.0900000000006 2693.9010000000007 85.709000000000017 354.74564000000004 453.37980000000005 74.33550000000001 967.39580000000012 1892.2623000000001 288.75836000000004 188.66375000000002 0 1595.6657935000001 1 827.32299999999998 1256.4300000000001 104.89700000000002 1561.8224400000001 1118.1025000000002 2022.5000000000002 7.273200000000001 1827.1555000000001 1493.1141200000004 195.57282000000004 2781.5828000000006 480.67500000000001 122.867 171.89580000000004 179.89500000000001 7.9537500000000003 73.623500000000021 216.83020000000005 2 3 856.19400000000007 104.41300000000003 20.430175000000002 7.9742500000000005 74.808000000000007 310.56000000000006 270.00500000000005 116.58780000000002 898.38705000000004 214.17250000000004 2781.5828000000006 4 5 140.95650000000003 120.75481000000002 431.10050000000007 747.89455000000009 6 54.308000000000014 1016.9325000000002 466.01190000000003 2022.5000000000002 7 425.55000000000007 8 436.01500000000004 9 222.04049700000004 166.37775000000002 52.486000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 9 2 2 2 2 9 2 9 2 9 2 2 2 left_child=3 7 -3 5 10 15 23 18 -9 24 14 20 13 17 30 32 33 -11 19 -2 22 -22 -8 29 37 43 -27 -15 -20 53 31 -5 54 34 -17 45 -18 44 -35 -39 -31 -30 56 -16 -7 -34 -32 59 52 -50 -37 -44 -14 -6 55 -1 -26 -56 61 62 -61 -49 -12 right_child=1 2 -4 4 6 9 11 8 -10 12 47 -13 48 27 25 16 36 -19 28 -21 21 -23 -24 -25 42 26 -28 -29 41 40 46 -33 35 38 -36 50 -38 39 -40 -41 -42 -43 51 -45 -46 -47 -48 58 49 -51 -52 -53 -54 -55 57 -57 -58 -59 -60 60 -62 -63 -64 leaf_value=0.34246066072747133 11.523089629581996 20.526173148319639 74.844932533610958 2.4335984221284424 0.94588074588461923 0.37100707682681011 6.4065594946436519 20.627290773391724 5.5771757616315574 1.5718728807563636 -0.30594970879883604 13.471177218510554 0.4674121146513795 9.5772067711570052 1.4139358366520034 0.14692830122451017 2.4402644751071931 4.8115564172298875 -1.5092870422645852 2.4267288176218669 4.5709147553145888 12.832010583588572 2.6946440800142959 7.6044153760827102 0.75049616977421918 8.2243609559094466 1.6248330124219259 3.7974864640951158 6.3871316184997555 4.852018384948189 1.7846580526004419 0.65918059233481685 -0.010970239216701833 3.9950151754308632 0.85020355718975238 0.16643622760668572 8.2988813381195072 0.54449534545727996 0.13919795550798117 2.2768238548167701 2.8017667590273487 1.2420932750701905 5.643171391714187 4.551282771676779 0.036949280415199612 -0.080363774891735865 3.2054742067593796 0.47738139502441179 2.1097808809764684 -1.05761393564088 -0.029124003115429797 2.2246078638235729 2.7586135969490839 3.0828004631996158 0.19291597647523115 0.050381506512174747 2.7095605173776316 -0.083748758524940362 2.8167117895398821 0.26004392309144092 1.4490719287991525 2.0391584188797895 0.77543288040161129 leaf_weight=4044 21 29 22 201 152 3178 119 20 21 758 348 26 980 22 109 4594 20 77 27 24 40 33 71 23 198 54 48 50 20 81 483 819 51705 54 845 9520 20 1667 38 103 404 20 21 32 5369 255638 130 85 160 28 8809 48 29 40 2543 3808 43 4921 35 626 60 34 20 leaf_count=4044 21 29 22 201 152 3178 119 20 21 758 348 26 980 22 109 4594 20 77 27 24 40 33 71 23 198 54 48 50 20 81 483 819 51705 54 845 9520 20 1667 38 103 404 20 21 32 5369 255638 130 85 160 28 8809 48 29 40 2543 3808 43 4921 35 626 60 34 20 internal_value=0 15.6058 43.9578 -0.00843733 1.81806 -0.0291429 3.92028 6.15508 12.9187 0.457361 1.1439 6.60984 1.33487 2.14018 1.67578 -0.0470148 0.328346 1.87062 3.67911 6.6717 5.93153 8.30538 5.01948 2.80988 0.283627 3.38217 5.1187 5.56351 1.66916 2.64699 1.43212 1.03917 -0.0531474 0.291888 0.256189 -0.0607429 5.36957 0.244616 2.4024 0.645303 3.14418 3.81461 1.58193 2.12596 0.161638 -0.0686925 2.08597 0.30153 0.700924 1.63804 0.072524 3.26504 0.533264 1.39107 0.108328 0.201311 1.10004 0.0106577 1.35386 0.150636 0.35881 0.923603 -0.24064 internal_weight=0 204 51 363363 4073 359290 989 153 41 12731 3084 289 2104 907 1876 346559 5571 835 112 45 263 73 190 700 10627 243 102 72 67 677 1633 1020 340988 5531 5439 325672 40 10317 92 1770 485 40 310 141 8547 307343 613 1208 1197 188 18329 69 1009 192 15316 7852 241 7464 154 1054 686 119 368 internal_count=363567 204 51 363363 4073 359290 989 153 41 12731 3084 289 2104 907 1876 346559 5571 835 112 45 263 73 190 700 10627 243 102 72 67 677 1633 1020 340988 5531 5439 325672 40 10317 92 1770 485 40 310 141 8547 307343 613 1208 1197 188 18329 69 1009 192 15316 7852 241 7464 154 1054 686 119 368 cat_boundaries=0 7 12 15 22 27 34 41 47 53 59 cat_threshold=11568640 1207960576 68161808 1141112832 4194304 0 132 3458080 134479872 272 0 1024 9437184 0 272 1048576 98308 65 1111564336 8390785 2151704640 2 136349184 134545476 134217984 1107558913 4214784 3758129156 262208 276894740 2217870592 1220624 276956288 128 142968324 134219552 68162320 1343488 2151696192 258 64 1048576 65540 0 1073741872 8390656 2147491840 0 98304 0 37748768 2176 4220992 2147811328 327712 65 2186280992 2048 2 is_linear=0 shrinkage=0.01 Tree=80 num_leaves=64 num_cat=6 split_feature=1 0 6 0 1 1 3 3 2 2 3 7 8 12 8 24 0 26 7 4 3 8 3 2 23 5 4 2 6 5 6 13 2 4 24 4 9 2 3 6 26 0 3 17 10 24 5 10 14 7 19 12 10 7 0 0 24 2 24 24 6 1 0 split_gain=3.22025e+08 2.76191e+08 1.65952e+08 1.4245e+08 5.38353e+07 2.92476e+07 2.70479e+07 2.45091e+07 1.63147e+07 1.51768e+07 1.17425e+07 1.07783e+07 1.42425e+07 1.74645e+07 1.13384e+07 1.02847e+07 3.5412e+07 1.32455e+07 8.6778e+06 7.55383e+06 8.58582e+06 6.56174e+06 5.84549e+06 5.54186e+06 5.52688e+06 6.27498e+06 5.38973e+06 9.7691e+06 5.21365e+06 5.12437e+06 4.11127e+06 7.03545e+06 3.70354e+06 3.61068e+06 3.48472e+06 3.4259e+06 3.76418e+06 3.23212e+06 3.13304e+06 2.77915e+06 2.66057e+06 2.60393e+06 2.54999e+06 2.38553e+06 2.37902e+06 2.33119e+06 4.95471e+06 2.09059e+06 1.96302e+06 3.23305e+06 1.89903e+06 1.84804e+06 1.78236e+06 1.84894e+06 1.77061e+06 1.70578e+06 1.64474e+06 1.31769e+06 1.25171e+06 1.16186e+06 1.02388e+06 942570 27703.5 threshold=2781.5828000000006 2778.6210000000005 329.88400000000007 332.68500000000006 733.85806350000018 90.759350000000012 543.62350000000004 1282.3492500000004 367.00960450000008 440.27500000000003 1890.7105500000002 659.5150000000001 462.61250000000001 1132.9885000000002 46.751870000000004 0 1275.1415000000002 2022.5000000000002 519.7600000000001 51.954000000000001 1493.1141200000004 233.65410150000005 125.49685000000001 1468.575 8.5912500000000005 66.526500000000013 9.1375000000000011 967.39580000000012 203.26450000000003 842.25950000000023 270.75475000000006 7.3327500000000008 148.53650000000002 191.94000000000003 1 974.87180000000001 128.10180000000003 141.77045000000001 888.08100000000013 420.87650000000008 2022.5000000000002 13.740500000000003 815.10500000000013 294.66625000000005 1058.8682400000002 2 584.10300000000018 262.77300000000008 233.08200000000002 354.03550000000001 162.50645 219.06800000000001 1564.7167200000001 195.97075000000004 747.41500000000008 23.800700000000003 3 2682.0900000000006 4 5 93.010000000000005 303.77500000000003 137.52300000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 1 1 2 2 2 left_child=3 6 -3 5 9 19 37 26 21 15 -8 14 -13 -14 29 16 40 -18 45 41 32 33 51 34 25 -17 27 54 -22 -9 60 -32 55 44 -24 39 -37 62 -25 -28 -5 52 58 -34 -7 46 -10 -44 59 -50 -47 61 57 -54 -6 -21 -35 -1 -23 -43 -20 -11 -2 right_child=1 2 -4 4 7 8 10 11 18 22 -12 12 13 -15 -16 24 17 -19 30 20 28 42 23 38 -26 -27 35 -29 -30 -31 31 -33 43 56 -36 36 -38 -39 -40 -41 -42 48 47 -45 -46 50 -48 -49 49 -51 -52 -53 53 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 leaf_value=-0.065772683805792889 0.13211339095364447 53.702805092551493 17.2806541021939 1.8451271195180954 2.4778693142583812 0.20080117008242707 14.984934125900267 10.078267176946005 1.554109887353305 0.36315439121509957 6.2765009081363683 17.482456228256225 4.376716976589627 15.607584930658341 0.36168598651885986 0.32697996627601245 11.084614886630666 2.9108788984917822 3.0131697373920021 0.048594097680684949 1.191930106935047 0.55866295574811786 1.1124676694487798 3.6988840495623077 5.1368039655685429 1.375169165312226 1.0457291330747156 11.109695714314778 8.2384787059965578 3.765087040245533 7.6270034794713935 2.3481866219997407 0.60856106818205169 1.5130924219857875 3.4830315605249371 6.8795130489811758 2.7731843519901882 4.2977829177563009 8.4416280121803293 3.1305751175965582 0.43769997214843448 0.15392958805943374 5.4750825164794925 2.5795400555684016 3.5707775715419223 0.64303529736408604 5.4875045707490715 1.2975391985022504 0.59777529498330906 4.7821032687595917 2.7879455686675181 3.3129073333740235 0.56589467559541973 3.9133816673642117 4.7674799794788605 0.33959992207019668 0.57131757402909944 2.4392522957211451 1.4657502112418046 -0.0063781210168585177 0.57456660032272344 2.0545786329905193 -0.35870218525762143 leaf_weight=312349 23 22 29 310 59 8468 30 36 290 123 32 20 45 20 32 1745 55 31 36 7636 21 315 121 26 28 849 149 21 21 20 51 50 1111 268 279 33 69 26 30 112 237 6168 25 65 21 499 36 23 153 21 45 36 77 21 79 2736 720 21 395 16862 33 45 23 leaf_count=312349 23 22 29 310 59 8468 30 36 290 123 32 20 45 20 32 1745 55 31 36 7636 21 315 121 26 28 849 149 21 21 20 51 50 1111 268 279 33 69 26 30 112 237 6168 25 65 21 499 36 23 153 21 45 36 77 21 79 2736 720 21 395 16862 33 45 23 internal_value=0 13.1866 32.9922 -0.0101924 1.73646 -0.0326504 5.64871 4.30128 0.468593 1.28114 10.4903 7.56327 10.103 7.83237 5.11015 1.00078 2.13937 8.13827 1.66192 -0.0489249 0.202073 0.347336 2.66385 3.29331 0.715019 0.670046 3.22019 4.75553 4.7152 7.82356 3.72836 5.01373 0.185659 0.275728 2.88082 2.54769 4.1017 1.47959 6.23964 1.94038 1.23533 -0.0575914 1.24263 0.717501 0.209138 1.25813 1.92929 3.47334 0.0446151 1.10278 0.805654 1.25681 -0.0651812 1.28321 3.78859 0.125358 0.847876 -0.0656043 1.09182 0.0366203 1.84688 0.816214 -0.113294 internal_weight=0 185 51 363147 4610 358537 134 695 11275 3915 62 173 85 65 88 3255 633 86 1040 347262 11590 10235 660 456 2622 2594 522 159 42 56 170 101 11548 9477 400 363 102 72 56 261 547 335672 758 1176 8489 870 326 48 23204 174 544 204 312468 98 138 10372 988 312370 710 23030 69 168 46 internal_count=363332 185 51 363147 4610 358537 134 695 11275 3915 62 173 85 65 88 3255 633 86 1040 347262 11590 10235 660 456 2622 2594 522 159 42 56 170 101 11548 9477 400 363 102 72 56 261 547 335672 758 1176 8489 870 326 48 23204 174 544 204 312468 98 138 10372 988 312370 710 23030 69 168 46 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=6 389 94 304 2708 22 is_linear=0 shrinkage=0.01 Tree=81 num_leaves=56 num_cat=9 split_feature=1 0 6 0 1 3 3 1 25 0 24 2 4 3 0 5 7 7 2 2 4 3 6 9 6 8 22 9 24 0 1 25 2 4 24 2 0 7 3 17 25 0 10 11 24 9 2 12 0 17 1 1 24 25 0 split_gain=3.15617e+08 2.70695e+08 1.62649e+08 1.39644e+08 5.52944e+07 3.19079e+07 2.65096e+07 2.61283e+07 1.60779e+07 1.90792e+07 2.16648e+07 1.41919e+07 1.29348e+07 1.15088e+07 8.8535e+06 1.27616e+07 9.70466e+06 8.57039e+06 7.94511e+06 7.39804e+06 7.22097e+06 9.04908e+06 7.11401e+06 7.745e+06 5.91595e+06 5.8747e+06 5.68072e+06 4.8356e+06 4.27836e+06 4.24105e+06 8.05623e+06 3.63145e+06 3.44274e+06 3.33452e+06 3.23105e+06 3.1678e+06 3.13189e+06 2.74181e+06 2.60304e+06 2.60284e+06 2.45199e+06 2.3088e+06 2.21695e+06 2.01805e+06 1.84245e+06 1.76612e+06 1.75553e+06 1.6477e+06 1.647e+06 1.6342e+06 1.50613e+06 1.78317e+06 1.28319e+06 880744 27152.2 threshold=2781.5828000000006 2778.6210000000005 329.88400000000007 299.04000000000008 469.40400000000005 1282.3492500000004 543.62350000000004 90.759350000000012 0 1275.1415000000002 1 367.00960450000008 309.63250000000005 1890.7105500000002 1117.6621800000003 492.24500000000006 659.5150000000001 519.7600000000001 2682.0900000000006 466.01190000000003 51.954000000000001 1493.1141200000004 1136.6981000000003 419.23800000000006 203.26450000000003 233.65410150000005 303.7512000000001 754.45500000000004 2 86.808500000000024 733.85806350000018 3 148.53650000000002 191.94000000000003 4 141.77045000000001 2778.6210000000005 2822.9627650000007 991.56000000000017 294.66625000000005 5 12.435 941.87500000000011 608.42750000000012 6 128.10180000000003 1827.1555000000001 244.53950000000003 23.800700000000003 388.4935000000001 26.307400000000005 36.406250000000007 7 8 137.52300000000002 decision_type=2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 1 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 1 9 2 left_child=3 6 -3 7 8 18 35 20 9 22 12 25 -11 -8 27 -16 -17 42 26 -12 31 32 34 -24 -23 33 28 45 -6 47 -31 46 48 40 -5 54 50 41 43 -34 -9 -33 44 -27 -13 -7 52 -19 -22 -35 53 -52 -1 -10 -2 right_child=1 2 -4 4 5 14 13 11 36 10 19 17 -14 -15 15 16 -18 29 -20 -21 21 24 23 -25 -26 38 -28 -29 -30 30 -32 37 39 49 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53 -54 -55 -56 leaf_value=0.17242103817054955 0.13079227880291316 53.165778690684931 17.107847311085667 0.53637831478327225 1.5123668210435173 4.484134279025926 14.835084861755373 0.38542957208118855 -0.13389515570519675 10.059629751414787 -0.79713949712117516 0.35852849187163699 1.8429856536865235 6.2137357926368715 14.139211525194574 2.4484587657451629 9.3084323330583238 2.9661586639616222 9.0078083057403564 4.5725316728689736 0.048108157428716214 1.1800108010428292 2.1410120174884795 9.6405759486697971 8.7794160022735603 0.89716756726433078 7.6560684889013118 8.3179591461181648 3.0982954392647128 3.090096616168176 9.475548833649734 -0.073780267854072615 0.58695755006967532 0.74977176165812975 1.5202389570319113 4.2548052061521089 -2.3744137017543498 3.3138976629575092 4.1386331755539469 2.6937772746744657 0.042489089533561168 0.030745177713835312 3.8952235092787908 2.6771514411711359 1.417568831026111 0.98203263759613035 2.4474902903649114 -0.27836807092030841 0.33636632316117165 3.0839665695928757 3.7679469231196809 0.80159066317200867 0.0088293072638438528 0.44867802482569352 -0.35511521380880601 leaf_weight=7364 23 22 29 505 358 36 30 3889 345 82 75 271 25 32 33 32 58 45 20 39 7636 21 40 21 20 619 22 25 532 62 29 291471 1082 924 1251 26 39 24 29 62 4503 22784 29 71 528 24 31 24 2677 31 21 579 13725 1034 23 leaf_count=7364 23 22 29 505 358 36 30 3889 345 82 75 271 25 32 33 32 58 45 20 39 7636 21 40 21 20 619 22 25 532 62 29 291471 1082 924 1251 26 39 24 29 62 4503 22784 29 71 528 24 31 24 2677 31 21 579 13725 1034 23 internal_value=0 13.0548 32.6622 -0.010088 1.61751 3.56333 5.59222 -0.0337141 1.07061 1.69475 4.47741 0.444899 7.44414 10.3854 7.10471 8.81979 6.86933 1.5886 2.77298 0.955994 -0.0489653 0.19745 1.36563 4.72283 4.88704 0.332643 2.63625 4.6229 2.51217 3.70733 5.12502 -0.0574128 0.180668 0.26564 1.24901 1.4648 0.42975 -0.0659418 1.20368 0.701138 0.201924 -0.066202 1.17918 1.08033 1.0806 3.08329 0.0695019 1.83763 0.122933 0.825541 0.487183 0.905413 0.0660393 0.305212 -0.112161 internal_weight=0 185 51 363147 5196 1140 134 357951 4056 2038 221 11054 107 62 208 123 90 988 932 114 346897 11498 1817 61 41 10066 912 85 890 160 91 335399 11457 9347 1756 72 2018 314279 719 1144 8392 314255 828 690 799 60 21120 69 10313 955 1979 600 21089 1379 46 internal_count=363332 185 51 363147 5196 1140 134 357951 4056 2038 221 11054 107 62 208 123 90 988 932 114 346897 11498 1817 61 41 10066 912 85 890 160 91 335399 11457 9347 1756 72 2018 314279 719 1144 8392 314255 828 690 799 60 21120 69 10313 955 1979 600 21089 1379 46 cat_boundaries=0 7 8 9 15 16 23 24 25 30 cat_threshold=1426944 142607360 67109136 1077936128 4210688 16384 128 3086 2947 3222274048 98308 65 1181753904 545394176 2487248896 648 68257408 142868480 101716816 71303168 4210944 0 128 1669 23 2692743296 16842784 142608389 36700160 536873984 is_linear=0 shrinkage=0.01 Tree=82 num_leaves=58 num_cat=9 split_feature=1 0 6 0 1 1 3 3 25 0 24 26 3 3 14 0 6 4 4 4 7 6 4 0 19 10 3 6 7 25 10 7 25 7 0 4 0 7 24 0 6 26 10 18 6 11 0 8 1 11 25 0 24 25 18 0 25 split_gain=3.09336e+08 2.65308e+08 1.59413e+08 1.36916e+08 5.18179e+07 2.81054e+07 2.59821e+07 2.35399e+07 2.01535e+07 2.13092e+07 2.00043e+07 1.74608e+07 1.57516e+07 1.12798e+07 1.0603e+07 8.0745e+06 1.15048e+07 7.59789e+06 7.12743e+06 7.1057e+06 6.62827e+06 5.6132e+06 5.27811e+06 8.86881e+06 5.23078e+06 9.74215e+06 4.69964e+06 4.45101e+06 4.20826e+06 3.56673e+06 4.09407e+06 5.46858e+06 3.47576e+06 3.42808e+06 4.34086e+06 3.33314e+06 3.11578e+06 3.06473e+06 3.06325e+06 3.04967e+06 4.20382e+06 3.60058e+06 2.97166e+06 2.88682e+06 2.72136e+06 2.55816e+06 2.35157e+06 2.10634e+06 1.94965e+06 1.85366e+06 1.61388e+06 1.56399e+06 1.25585e+06 1.34528e+06 567132 542649 439854 threshold=2781.5828000000006 2778.6210000000005 329.88400000000007 332.68500000000006 733.85806350000018 86.918400000000005 543.62350000000004 1282.3492500000004 0 1275.1415000000002 1 2022.5000000000002 411.39420000000001 1890.7105500000002 1061.9390000000003 1275.1415000000002 1136.6981000000003 480.67500000000001 191.94000000000003 106.484285 912.83060000000012 1000.0509250000001 9.1375000000000011 1884.2950000000003 249.03525000000005 460.16525000000007 1890.7105500000002 1136.6981000000003 576.56500000000017 2 1564.7167200000001 16.379000000000001 3 610.83000000000004 114.18420000000002 974.87180000000001 12.435 37.239300000000007 4 2778.6210000000005 1324.2200000000003 2022.5000000000002 1159.6875000000002 8.6850000000000005 420.87650000000008 1085.4300000000001 1884.2950000000003 9.3820000000000032 631.04475000000014 291.60000000000008 5 1275.1415000000002 6 7 1128.2175000000002 75.313750000000013 8 decision_type=2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 1 9 2 2 9 left_child=3 6 -3 5 8 19 47 22 9 17 11 -11 18 -8 15 28 -17 38 32 29 -12 -19 23 51 33 -26 37 49 -9 52 36 -32 45 48 -35 44 -31 42 -5 40 43 -41 -21 -10 -24 -7 -37 55 -14 -20 -39 -6 53 -1 -54 -2 -34 right_child=1 2 -4 4 7 12 13 14 39 10 20 -13 24 -15 -16 16 -18 21 27 26 -22 -23 35 -25 25 -27 -28 -29 -30 30 31 -33 56 34 -36 46 -38 50 -40 41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 54 -55 -56 -57 -58 leaf_value=0.26756250848006097 -0.93682882036481585 52.634119345925072 16.936769109265558 1.7015061864879188 4.1623950253866973 0.38468487124180056 14.686734193801881 1.0600928977131843 0.38425579140456317 11.518860936724778 0.65494500183426174 3.770678884799664 0.98769124421989551 6.1515985631942751 12.820597363789878 11.249953428156237 3.3613441848754881 2.4044697104609258 0.7719001541871966 0.12044674587263421 6.5442819404602055 6.1672387011154841 1.0093765934681733 9.9005935697202325 1.2315677924033923 8.9628832353864407 4.6104177879333497 4.3603376007080081 6.2297952922697997 -0.073006676973725176 0.33906515321216069 6.8292750506401063 -0.19277500800333791 1.1017712297979392 5.0608809204759266 4.8687793232844427 0.044931230666290616 1.1458142716270583 0.75820832602609811 -4.9821069361946799 4.9967751675560361 0.56484136555194853 3.8906125223068968 1.9608662397956849 3.0724328405676142 3.5281910712902365 1.2892502701282502 3.9466516394459683 2.3466237549494982 1.8203472621117405 0.4314770299676392 1.4638635126749673 -0.0034023118642112545 0.040715340671930909 1.3293839392066003 1.1896881866455078 0.065431647252716857 leaf_weight=4792 21 22 29 761 105 6014 30 32 1638 66 113 52 512 32 30 51 29 287 1105 4689 23 46 149 27 39 28 25 39 31 291541 37 20 875 53 58 78 24265 454 736 22 21 25 21 125 112 26 24 23 133 199 1160 27 14071 5767 32 28 2582 leaf_count=4792 21 22 29 761 105 6014 30 32 1638 66 113 52 512 32 30 51 29 287 1105 4689 23 46 149 27 39 28 25 39 31 291541 37 20 875 53 58 78 24265 454 736 22 21 25 21 125 112 26 24 23 133 199 1160 27 14071 5767 32 28 2582 internal_value=0 12.9242 32.3356 -0.00998453 1.7024 -0.0320021 5.5363 4.2187 1.2557 1.92555 4.64901 7.47125 0.450844 10.2815 7.41556 6.28163 8.39033 1.55807 0.349582 -0.0482369 1.53786 2.92425 3.15921 4.67856 1.78459 4.46257 0.283229 1.03146 3.60391 -0.054417 -0.0634592 2.61633 0.253156 1.54725 3.1705 2.49371 -0.0639449 0.266123 1.25416 0.480155 0.54902 -2.0316 0.137256 0.49604 1.89467 0.397558 4.02654 1.45015 1.26791 0.931901 0.642185 3.61042 0.0613941 0.143821 -0.000377924 0.278324 -0.000290468 internal_weight=0 185 51 363147 4610 358537 134 695 3915 2084 254 118 11663 62 173 143 80 1830 10840 346874 136 333 522 159 823 67 6349 1343 63 340525 315863 57 9497 756 111 363 315806 6324 1497 1831 1784 47 4710 1763 261 6040 102 72 645 1304 1614 132 24662 10559 14103 49 3457 internal_count=363332 185 51 363147 4610 358537 134 695 3915 2084 254 118 11663 62 173 143 80 1830 10840 346874 136 333 522 159 823 67 6349 1343 63 340525 315863 57 9497 756 111 363 315806 6324 1497 1831 1784 47 4710 1763 261 6040 102 72 645 1304 1614 132 24662 10559 14103 49 3457 cat_boundaries=0 6 7 13 20 21 26 27 33 39 cat_threshold=9815552 134218752 67113232 1077936128 4210688 16384 3086 3222274048 98372 65617 1181753904 8522240 2487248896 204834436 8652288 68686672 1145044993 4195648 0 128 1055 135300096 32 4112 1 4096 1047 2148532224 4 65 1077936160 8390656 2214600704 2697463808 86048788 8457217 2189568672 536938496 2192 is_linear=0 shrinkage=0.01 Tree=83 num_leaves=61 num_cat=10 split_feature=1 0 9 0 1 2 2 25 0 2 6 26 2 1 11 2 5 0 1 5 19 24 0 1 15 8 2 8 6 2 25 23 9 24 25 5 2 0 1 2 26 25 6 0 24 0 6 11 10 15 10 25 1 9 1 10 2 11 24 25 split_gain=3.0318e+08 2.60029e+08 1.57147e+08 1.3424e+08 5.32447e+07 2.52095e+07 2.17134e+07 1.61549e+07 2.63124e+07 1.53336e+07 1.20313e+07 1.14713e+07 1.08166e+07 1.03833e+07 1.02846e+07 8.52262e+06 2.07607e+07 8.25491e+06 1.11389e+07 7.89721e+06 7.76414e+06 6.90424e+06 1.07163e+07 1.35998e+07 6.90332e+06 6.64917e+06 5.57722e+06 5.40604e+06 5.05657e+06 4.73932e+06 4.52024e+06 4.41672e+06 4.14774e+06 3.97746e+06 3.23247e+06 4.01553e+06 3.18113e+06 3.02672e+06 2.94095e+06 4.15823e+06 2.87126e+06 2.71237e+06 2.5649e+06 2.47163e+06 2.3366e+06 2.31894e+06 2.21741e+06 2.14193e+06 2.02213e+06 1.97767e+06 1.85955e+06 1.75213e+06 1.73061e+06 1.58471e+06 1.57581e+06 1.43699e+06 1.39833e+06 1.96069e+06 1.17757e+06 491854 threshold=2781.5828000000006 2778.6210000000005 85.335000000000022 299.04000000000008 469.40400000000005 184.07250000000002 967.39580000000012 0 1275.1415000000002 367.00960450000008 265.24250000000001 2022.5000000000002 11.905750000000003 44.623500000000007 1413.4285000000002 2682.0900000000006 1016.9325000000002 134.27105550000002 1098.6214000000002 1908.1960000000001 186.33000000000004 1 1117.6621800000003 860.12500000000011 213.49900000000002 325.49275000000006 1827.1555000000001 233.65410150000005 1136.6981000000003 86.817500000000024 2 8.5912500000000005 419.23800000000006 3 4 1312.9050000000002 275.80000000000001 127.53000000000002 25.327700000000004 1107.4580000000003 2022.5000000000002 5 168.85750000000004 2778.6210000000005 6 11.553000000000003 1324.2200000000003 420.87650000000008 484.16250000000002 62.620000000000005 517.51460000000009 7 1892.2623000000001 923.19600000000014 340.50250000000011 1935.1350000000002 1468.575 279.32975000000005 8 9 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 1 9 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 1 9 left_child=3 9 -3 5 7 13 21 8 28 40 30 12 -10 34 15 33 -17 56 20 26 -19 22 53 -24 -16 -13 -11 41 36 49 37 38 -30 -8 55 45 -5 51 43 -40 -2 54 -37 -9 -39 -36 47 -29 -31 -23 59 -7 -43 -6 -15 58 57 -12 -1 -32 right_child=1 2 -4 4 6 10 14 31 11 19 17 25 -14 27 24 16 -18 18 -20 -21 -22 29 23 -25 -26 -27 -28 46 32 48 50 -33 -34 -35 35 42 -38 44 39 -41 -42 52 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 leaf_value=0.14151841543434784 4.2013930958714978 49.913583374023439 14.799468442476714 0.96476769163159126 2.7300672149615424 1.7605844174866128 5.4554862231177257 0.22624007233987409 10.817063885109098 9.2344384432661126 0.87460030088926621 0.39353171836865963 4.2031772245963417 0.24252020785407774 5.0258093605041507 15.782784132523972 2.0447413288463245 1.8501775579323474 9.7595343526204434 13.644721228859641 7.2397724262360601 -0.17896276923020682 2.1269326870782037 11.167995002095292 12.390618176051548 5.7566553515922738 2.3701887226104739 0.74325357833272099 2.241944057192121 2.0157381707252999 0.19339269982361951 3.9331499343448217 7.950652233600616 1.904111678470265 -0.071927691729251397 1.1410866896311442 1.9607040053965017 2.0057749312430726 0.81215044298993611 5.1421477355127756 -0.081804896943709432 0.012058806404412536 5.1551663579940792 -2.2932401294708251 0.70657386267521005 0.031881544064605881 4.1401258153500766 2.3839509486383008 3.6022046102781213 2.8631513815659742 2.5694880059560141 0.46029929979386619 2.8213207834417169 5.3940971294403077 0.6818595072457001 2.115165414249196 -0.7433035395695613 2.3550631620588467 -0.0052777344798795676 -0.11475960347920557 leaf_weight=9568 29 25 26 1183 209 103 101 1465 51 29 380 53 48 7250 20 22 22 194 24 22 31 120 28 41 35 41 20 551 35 278 1202 36 20 100 291015 78 440 277 621 23 34 6772 20 40 345 23237 23 93 113 26 30 1998 22 25 920 34 39 117 12731 897 leaf_count=9568 29 25 26 1183 209 103 101 1465 51 29 380 53 48 7250 20 22 22 194 24 22 31 120 28 41 35 41 20 551 35 278 1202 36 20 100 291015 78 440 277 621 23 34 6772 20 40 345 23237 23 93 113 26 30 1998 22 25 920 34 39 117 12731 897 internal_value=0 12.795 32.0123 -0.00988352 1.58591 -0.033048 3.49533 1.04924 1.72877 5.48094 0.630407 5.23473 7.61033 -0.0436633 5.80468 4.92742 8.91376 1.77898 3.28352 8.66741 2.59274 2.67056 3.90696 7.49916 9.71251 2.73277 6.4327 0.20829 1.33582 1.86543 0.444581 0.457367 4.31784 4.05478 -0.0553606 -0.0636185 1.23477 0.713399 0.401269 0.966793 1.88983 0.169027 1.96029 0.159277 1.32876 -0.0642516 1.08915 0.980187 2.47423 0.362784 0.0969563 0.534615 0.0211245 3.01469 0.291636 0.0608752 1.08004 1.22312 0.0577703 0.0620796 internal_weight=0 185 51 363147 5196 357951 1140 4056 1871 134 5637 193 99 352314 300 245 44 785 249 71 225 840 303 69 55 94 49 15631 1678 537 4852 2185 55 201 336683 314350 1623 2723 2149 644 63 14964 98 1505 622 314252 667 644 391 146 2129 2101 6794 234 8170 22333 536 497 22299 2099 internal_count=363332 185 51 363147 5196 357951 1140 4056 1871 134 5637 193 99 352314 300 245 44 785 249 71 225 840 303 69 55 94 49 15631 1678 537 4852 2185 55 201 336683 314350 1623 2723 2149 644 63 14964 98 1505 622 314252 667 644 391 146 2129 2101 6794 234 8170 22333 536 497 22299 2099 cat_boundaries=0 6 7 13 14 20 25 26 32 33 40 cat_threshold=1426944 142607360 67109136 1077936128 12599296 16384 1076 2352252416 263756 135794944 1074003969 12588288 16384 2896 3759144960 360452 65601 1179787824 8521728 2487314432 137725568 296000 1053528 1145340417 4195200 63 2147483648 0 0 262145 8388608 16384 279 8454144 1207992320 33554960 70255104 536936448 386 132 is_linear=0 shrinkage=0.01 Tree=84 num_leaves=62 num_cat=11 split_feature=1 0 9 0 1 3 2 3 25 0 24 1 3 10 1 13 6 0 19 10 2 25 7 8 25 11 11 24 24 9 0 6 0 23 1 5 25 5 2 5 11 25 6 18 7 0 6 0 13 3 1 12 24 10 1 24 10 7 24 0 0 split_gain=2.97146e+08 2.54854e+08 1.5402e+08 1.31592e+08 5.22354e+07 2.51623e+07 2.47164e+07 2.42907e+07 2.16163e+07 2.30862e+07 1.82364e+07 1.78137e+07 1.27906e+07 1.11726e+07 1.00095e+07 8.67184e+06 9.04626e+06 9.57314e+06 8.46737e+06 1.53469e+07 7.86581e+06 5.86505e+06 5.81914e+06 5.43117e+06 5.08819e+06 5.4275e+06 4.56255e+06 4.35405e+06 4.14007e+06 6.53722e+06 7.31808e+06 4.47e+06 3.7962e+06 3.26573e+06 3.23555e+06 6.02286e+06 3.16512e+06 3.93568e+06 3.02621e+06 2.76308e+06 2.68122e+06 2.6425e+06 2.51386e+06 2.40599e+06 2.35797e+06 2.30237e+06 2.28533e+06 2.26709e+06 1.92362e+06 1.73136e+06 1.85432e+06 1.66654e+06 1.60663e+06 1.40849e+06 1.25972e+06 1.15617e+06 1.00413e+06 946599 805419 565360 29699.3 threshold=2781.5828000000006 2778.6210000000005 85.335000000000022 299.04000000000008 860.12500000000011 543.62350000000004 178.70173000000003 1282.3492500000004 0 1275.1415000000002 1 28.142500000000002 411.39420000000001 460.16525000000007 44.623500000000007 1175.575 1136.6981000000003 1275.1415000000002 249.03525000000005 484.16250000000002 440.27500000000003 2 327.23600000000005 233.65410150000005 3 1085.4300000000001 640.9625000000002 4 5 28.695750000000004 747.41500000000008 487.67864000000003 195.69400000000005 8.5912500000000005 631.04475000000014 1016.9325000000002 6 1312.9050000000002 141.77045000000001 584.10300000000018 304.87800000000004 7 168.85750000000004 234.99000000000004 365.31653000000006 2778.6210000000005 747.89455000000009 11.553000000000003 303.28500000000003 2.9725000000000006 1461.4925000000003 31.025000000000002 8 1935.1350000000002 1892.2623000000001 9 64.088750000000019 712.24900000000014 10 26.246250000000003 137.52300000000002 decision_type=2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 1 1 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 2 2 left_child=3 5 -3 6 8 38 14 28 9 20 22 -12 21 -7 36 16 17 -9 34 -20 27 32 -11 41 25 33 -22 -5 29 30 -6 -31 44 -10 43 -36 53 47 60 -34 -18 52 -39 -14 -8 58 48 -38 -25 -30 -51 -48 -16 55 -43 -1 57 -23 -26 -58 -2 right_child=1 2 -4 4 7 13 12 15 24 10 11 -13 18 -15 23 -17 40 -19 19 -21 26 56 -24 46 45 -27 -28 -29 49 31 -32 -33 39 -35 35 -37 37 42 -40 -41 -42 54 -44 -45 -46 -47 51 -49 -50 50 -52 -53 -54 -55 -56 -57 59 -59 -60 -61 -62 leaf_value=0.14010470848963399 0.1177392724285955 49.414448211669928 14.651473171527568 0.57949395814279636 3.1963292714032256 13.355836036877754 0.55112320250701641 4.4833408503378598 0.91818797800559682 0.37571456701327594 14.999950808882714 5.9730550569727807 1.084997774724122 4.5680942999798315 0.5226700833737794 12.706118198263235 5.6695737123489378 11.673076305182082 0.98580800533294677 12.146857925761831 2.4443857922136978 0.017549385682693441 5.2835207595825198 0.69628434867749478 -0.2397013664418875 5.5166873370276566 5.42175767267904 1.8273597049911741 -0.62975760803222658 0.51685228207281664 8.152556355618513 4.385512959118933 1.4793108213992707 4.0099561644962858 4.2374914356288702 -1.6977323713756745 -0.071213024188567023 1.1296758062411578 4.1319020462036136 4.3092475771903995 0.99018885345458985 0.069942467134942121 5.1036148519515994 4.2127138420251695 1.6738261464498576 -2.9199415242153663 5.2389908877286038 0.031472840107963793 2.2431084349280908 1.4435212793436136 3.6755269021647319 1.346645783511075 0.14259329283232874 2.094013687582577 2.1939201354980469 -0.0053563898568442913 0.26482606407274234 2.1020161511681299 0.38721026817839083 1.0879488728332276 -0.39044829327127212 leaf_weight=9568 23 25 26 548 55 39 2036 31 1430 78 32 69 455 23 2678 29 24 46 28 22 303 2239 35 523 248 27 62 639 25 56 65 64 251 35 92 21 290960 78 26 40 25 10259 20 26 206 23 22 23216 95 111 56 22 1941 34 28 12729 193 22 1080 147 23 leaf_count=9568 23 25 26 548 55 39 2036 31 1430 78 32 69 455 23 2678 29 24 46 28 22 303 2239 35 523 248 27 62 639 25 56 65 64 251 35 92 21 290960 78 26 40 25 10259 20 26 206 23 22 23216 95 111 56 22 1941 34 28 12729 193 22 1080 147 23 internal_value=0 12.667 31.6921 -0.00978125 1.5702 5.42613 -0.0327161 4.37972 1.21238 2.0791 5.16994 8.03729 0.616024 10.0959 -0.0433598 7.77579 6.64103 8.77851 1.94446 5.89667 1.66631 0.449386 1.7417 0.204538 0.664341 1.06678 2.95013 1.27154 3.16122 4.06132 5.88095 2.58014 0.79063 0.992053 1.61179 3.13449 -0.0548251 -0.0629981 1.40496 1.86831 3.28213 0.165176 1.94068 1.25406 0.65428 0.215325 1.09084 -0.0636251 0.934065 1.73424 2.19198 3.29282 0.363607 0.060198 0.0756501 0.0571237 0.113588 0.0378317 0.271247 0.620706 -0.136355 internal_weight=0 185 51 363147 5196 134 357951 587 4609 1766 214 101 5778 62 352173 155 126 77 644 50 1552 5134 113 15568 2843 1492 365 1187 432 240 120 120 2533 1465 594 113 336605 314274 72 291 49 14906 98 481 2242 1351 662 314176 618 192 167 44 4619 22331 10287 22297 2601 2261 1328 340 46 internal_count=363332 185 51 363147 5196 134 357951 587 4609 1766 214 101 5778 62 352173 155 126 77 644 50 1552 5134 113 15568 2843 1492 365 1187 432 240 120 120 2533 1465 594 113 336605 314274 72 291 49 14906 98 481 2242 1351 662 314176 618 192 167 44 4619 22331 10287 22297 2601 2261 1328 340 46 cat_boundaries=0 6 7 12 19 20 21 27 32 33 34 35 cat_threshold=1099264 134217728 67109136 65536 4210688 16384 1008 2351203328 263756 1052928 1074003969 4198656 212140192 1082393600 167776256 1077936128 8388608 2 132 2728 3356 3759144960 360452 65601 1179787824 8521728 2487314432 135299712 262144 1053528 71598592 4194944 380 279 385 is_linear=0 shrinkage=0.01 Tree=85 num_leaves=56 num_cat=10 split_feature=2 4 7 0 2 25 0 2 2 4 6 3 0 6 14 0 3 6 0 0 7 3 19 5 5 6 25 25 0 25 7 6 18 5 26 0 26 3 12 2 7 25 24 10 25 24 18 9 0 25 25 2 0 12 5 split_gain=3.78156e+08 5.40855e+08 3.14059e+08 1.23975e+08 5.06395e+07 3.11118e+07 4.12854e+07 5.39018e+07 2.54681e+07 1.84536e+07 1.60854e+07 1.25152e+07 1.21127e+07 2.29254e+07 1.12288e+07 9.68753e+06 9.43752e+06 7.09053e+06 5.79565e+06 1.92641e+07 5.76192e+06 7.49989e+06 5.64224e+06 5.32399e+06 8.86532e+06 4.27419e+06 4.00774e+06 3.93465e+06 3.82645e+06 3.38438e+06 3.02253e+06 2.55953e+06 2.59966e+06 2.4773e+06 2.33813e+06 2.21865e+06 2.09276e+06 3.78687e+06 1.86266e+06 3.2035e+06 2.16442e+06 1.84417e+06 1.76828e+06 3.11128e+06 1.40037e+06 1.32269e+06 1.31109e+06 1.21189e+06 1.11026e+06 1.07205e+06 951313 915096 613646 363785 298233 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 286.09000000000009 1107.4580000000003 0 2778.6210000000005 27.046500000000005 74.33550000000001 588.42000000000019 652.29725000000008 991.56000000000017 688.40820000000008 118.65100000000002 1182.8200000000004 1275.1415000000002 373.20250000000004 1324.2200000000003 992.19979999999998 1519.5755740000002 88.405000000000015 1890.7105500000002 430.74300000000011 553.36150000000009 670.57570000000021 747.89455000000009 1 2 76.613700000000009 3 401.27229150000005 137.52500000000001 715.45220000000006 1908.1960000000001 2022.5000000000002 12.118500000000003 2022.5000000000002 748.6165000000002 146.69300000000001 1468.575 115.50250000000001 4 5 303.56000000000006 6 7 162.41645000000003 1972.2770000000003 1117.6621800000003 8 9 967.39580000000012 1884.2950000000003 371.74280000000005 14.489570000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 9 2 2 2 2 2 2 2 2 2 2 2 9 1 2 9 1 2 2 2 9 9 2 2 2 2 left_child=3 12 -3 8 5 6 10 -8 20 16 15 17 34 -14 -12 -5 27 38 25 -20 26 31 29 46 -25 -13 36 30 -26 -18 -10 32 -22 -21 -2 49 37 -1 40 -40 -6 42 48 -44 -37 -33 51 -38 -7 -28 -29 -11 53 -43 -36 right_child=1 2 -4 4 11 41 7 -9 9 23 14 18 13 -15 -16 -17 22 -19 19 33 21 -23 -24 24 28 -27 35 50 -30 -31 -32 45 -34 -35 54 44 47 -39 39 -41 -42 52 43 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 leaf_value=0.1116503962892824 3.6580728502626774 17.22001743648363 68.931257190704343 1.2605525491999534 3.1547005240122479 0.14765570180870619 18.773784309156014 0.83294368295108567 0.40342792297349667 1.6458748605196505 3.1235800515798844 1.2530626986243509 14.17345868246896 2.1802546243409853 8.8903194106252563 3.466355991073705 2.8230212593078612 7.6971442653111044 14.716284161158972 3.926680760383606 0.12352371523725281 5.9484447562176248 5.9002321264478894 10.038414118630545 0.78644079167792147 7.4184153001204782 -0.010672371322976272 0.16535062589794244 4.5441256215423342 0.91358973869593296 1.528579002494812 1.0997662513344875 2.9822367465496065 7.8671408420138897 -0.8731511638475502 0.11118121423647476 -0.034083347726938593 2.3057395890392836 2.0042858290672303 6.5931290955379085 0.37225702874203948 -0.023398598651800839 0.62424065624009695 2.7862104086679955 -0.044880279761301684 0.36110072058553883 3.4442844629287719 2.3144171203266488 -1.6462599358191858 -0.07856409420682077 -0.11512201122969103 -0.32141095601595365 -1.2902048038181506 1.3412377920150758 0.79652965545654297 leaf_weight=18453 27 23 24 2297 69 299 33 34 5307 261 303 22 28 37 38 218 110 35 35 39 5383 23 27 21 47 23 25619 3837 64 633 250 433 32 27 23 11010 17624 79 32 29 47 840 755 73 12016 614 38 22 39 254130 1757 26 38 20 20 leaf_count=18453 27 23 24 2297 69 299 33 34 5307 261 303 22 28 37 38 218 110 35 35 39 5383 23 27 21 47 23 25619 3837 64 633 250 433 32 27 23 11010 17624 79 32 29 47 840 755 73 12016 614 38 22 39 254130 1757 26 38 20 20 internal_value=0 14.4096 43.6258 -0.00849523 1.50324 1.24244 1.90361 9.66948 -0.0310772 0.414608 1.72809 5.1361 4.23809 7.34656 3.76621 1.45175 0.339009 3.58447 7.38914 8.71904 -0.0470474 0.248219 1.40975 2.38664 4.08025 4.40424 -0.0526965 0.265072 2.95303 1.24657 0.453231 0.22793 0.140417 5.53869 1.35166 -0.0645815 0.0467744 0.121004 2.77123 4.18587 2.02733 0.295459 0.556667 0.805125 0.0297701 0.680538 1.69877 -0.0311554 -0.0576295 -0.0723499 0.0772097 1.46765 -0.046099 0.00833713 -0.0965554 internal_weight=0 182 47 363161 5345 4987 2923 67 357816 12378 2856 358 135 65 341 2515 11921 212 146 101 345438 6485 770 457 132 45 338953 11151 111 743 5557 6462 5415 66 70 302775 36178 18532 177 61 116 2064 1166 828 23026 1047 325 17646 338 279749 5594 287 898 860 43 internal_count=363343 182 47 363161 5345 4987 2923 67 357816 12378 2856 358 135 65 341 2515 11921 212 146 101 345438 6485 770 457 132 45 338953 11151 111 743 5557 6462 5415 66 70 302775 36178 18532 177 61 116 2064 1166 828 23026 1047 325 17646 338 279749 5594 287 898 860 43 cat_boundaries=0 6 12 19 22 29 30 37 38 44 51 cat_threshold=212911744 142607872 67113232 1078001664 4210688 16384 1074823168 98308 4177 1111695408 9472640 2420140032 204767744 134545988 201855232 1074004480 4194816 0 128 2097152 134217792 256 327712 1073774688 169345024 100925441 70912 2 132 2433 142951936 1209273920 768 33280 2151679232 130 192 3332 536871044 1073741904 9440900 2218017792 570565648 164948 8473636 1082164232 41943568 103811073 545345792 258 4 is_linear=0 shrinkage=0.01 Tree=86 num_leaves=56 num_cat=10 split_feature=2 4 7 0 2 25 0 2 2 4 6 3 0 6 14 0 3 6 0 0 7 3 25 6 0 25 25 4 12 17 7 10 0 6 18 26 0 26 3 8 25 24 10 4 24 25 24 9 0 9 25 4 0 12 10 split_gain=3.70631e+08 5.30092e+08 3.07809e+08 1.21508e+08 4.96317e+07 3.04927e+07 4.04638e+07 5.28292e+07 2.49646e+07 1.80858e+07 1.57653e+07 1.22662e+07 1.18717e+07 2.24692e+07 1.10053e+07 9.49475e+06 9.25763e+06 6.94943e+06 5.68032e+06 1.88807e+07 5.64811e+06 7.35059e+06 4.53494e+06 4.18913e+06 4.13543e+06 3.92799e+06 3.85713e+06 3.37123e+06 1.35918e+07 3.1192e+06 2.93885e+06 2.85444e+06 4.41413e+06 2.5099e+06 2.54793e+06 2.2916e+06 2.17451e+06 2.05111e+06 3.71151e+06 1.85849e+06 1.80747e+06 1.73309e+06 3.04936e+06 1.71066e+06 1.63863e+06 1.37391e+06 1.29705e+06 1.18777e+06 1.08816e+06 1.06928e+06 832283 829197 601434 356546 187591 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 286.09000000000009 1107.4580000000003 0 2778.6210000000005 27.046500000000005 74.33550000000001 588.42000000000019 652.29725000000008 991.56000000000017 688.40820000000008 118.65100000000002 1182.8200000000004 1275.1415000000002 373.20250000000004 1324.2200000000003 992.19979999999998 1519.5755740000002 88.405000000000015 1890.7105500000002 1 747.89455000000009 92.647455000000022 2 3 1888.1190000000004 69.816300000000012 388.4935000000001 401.27229150000005 177.79900000000001 149.25200000000004 137.52500000000001 715.45220000000006 2022.5000000000002 12.118500000000003 2022.5000000000002 748.6165000000002 1350.3896175000002 4 5 303.56000000000006 172.56650000000002 6 7 8 1972.2770000000003 1117.6621800000003 658.43074000000013 9 508.93250000000006 1884.2950000000003 371.74280000000005 18.654800000000005 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 1 9 1 2 2 2 9 2 2 2 2 left_child=3 12 -3 8 5 6 10 -8 20 16 15 17 35 -14 -12 -5 26 29 23 -20 25 33 24 -13 -18 37 30 31 -29 43 -10 44 -33 34 -22 -2 49 38 -1 -21 41 48 -43 -6 -11 -38 -35 -39 -7 -27 -28 -24 53 -42 -37 right_child=1 2 -4 4 11 40 7 -9 9 27 14 18 13 -15 -16 -17 22 -19 19 39 21 -23 51 -25 -26 36 50 28 -30 -31 -32 32 -34 46 -36 54 45 47 -40 -41 52 42 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 leaf_value=0.11053389246236832 3.6214922763683179 17.047817064368207 68.241943689982094 1.2479470268618453 3.6599547904621472 0.1461791352970046 18.586046776049066 0.82461432849659644 0.38944375758376504 2.364087295950505 3.0923442606170579 1.24053213596344 14.031723888942174 2.1584521474065008 8.8014164894505562 3.4316924209660344 1.2751913294139181 7.6201728995186944 14.569121381487166 4.3768189331241274 0.12228847858429054 5.8889602943088697 0.63759223296631518 7.3442311908887783 3.6050498819431742 -0.072097005190575297 0.14885992888423463 10.191211098035177 -0.45140569925308227 6.267144796198064 1.4928794471517441 1.9443649090309532 5.5957310920715324 1.0890168505735511 2.9524143469333648 -0.74090191927823157 0.10490752986740091 -0.033742514460146679 2.2826821843280065 8.0282075271606441 -0.02316461396111048 0.61799825276306131 2.7583483066297556 1.4642852350234987 0.63587058158691778 -0.049565771757580583 0.35754758071440917 2.2912729211287068 -1.629797353499975 0.74057293262010748 -0.12242520343498881 2.5851052769370702 -1.2773027176606029 1.3278254199028015 0.58045130048479354 leaf_weight=18453 27 23 24 2297 55 299 33 34 5722 104 303 22 28 37 38 218 157 35 35 46 5383 23 442 23 148 279587 3521 24 24 22 252 98 50 433 32 22 11778 17624 79 20 840 755 73 100 157 11248 614 22 39 162 1656 23 38 20 21 leaf_count=18453 27 23 24 2297 55 299 33 34 5722 104 303 22 28 37 38 218 157 35 35 46 5383 23 442 23 148 279587 3521 24 24 22 252 98 50 433 32 22 11778 17624 79 20 840 755 73 100 157 11248 614 22 39 162 1656 23 38 20 21 internal_value=0 14.2655 43.1895 -0.00840884 1.4882 1.23002 1.88457 9.57278 -0.030765 0.410493 1.71081 5.08474 4.19571 7.27309 3.72855 1.43723 0.335651 3.54863 7.31525 8.63185 -0.0465765 0.245759 1.39614 4.3602 2.32937 -0.0521696 0.262422 2.36277 4.8699 2.74352 0.435261 2.06853 3.17793 0.225673 0.139013 1.33814 -0.0639357 0.0463066 0.119794 5.4833 0.292504 0.5511 0.797074 2.24339 1.43945 0.0294727 0.673872 -0.0308438 -0.0570533 -0.0716264 0.0620135 0.71847 -0.045638 0.00825376 -0.0955899 internal_weight=0 182 47 363161 5345 4987 2923 67 357816 12378 2856 358 135 65 341 2515 11921 212 146 101 345438 6485 770 45 305 338953 11151 457 48 177 5974 409 148 6462 5415 70 302775 36178 18532 66 2064 1166 828 155 261 23026 1047 17646 338 279749 5177 465 898 860 43 internal_count=363343 182 47 363161 5345 4987 2923 67 357816 12378 2856 358 135 65 341 2515 11921 212 146 101 345438 6485 770 45 305 338953 11151 457 48 177 5974 409 148 6462 5415 70 302775 36178 18532 66 2064 1166 828 155 261 23026 1047 17646 338 279749 5177 465 898 860 43 cat_boundaries=0 6 9 15 22 29 30 31 38 39 46 cat_threshold=212911744 142607872 67113232 1078001664 4210688 16384 2130944 134218816 272 1074823168 98308 4177 1111695408 9472640 2420140032 204767744 134545988 201855232 1107558912 541065984 0 128 327712 1073774688 169345024 100925441 70912 2 132 2433 832 145049088 1209273920 768 1081856 2151679232 130 192 3332 8473636 1082164232 41943568 70256641 8475648 258 68 is_linear=0 shrinkage=0.01 Tree=87 num_leaves=58 num_cat=7 split_feature=2 4 7 1 0 0 2 6 26 0 3 11 5 0 6 25 18 16 17 6 25 3 10 7 3 25 1 3 0 9 4 6 3 16 1 4 25 26 26 25 0 1 0 7 5 1 5 4 0 25 8 25 11 8 6 26 5 split_gain=3.63255e+08 5.19543e+08 3.01684e+08 1.23364e+08 7.41817e+07 2.62788e+07 2.52732e+07 2.25223e+07 1.63346e+07 2.90722e+07 2.09393e+07 1.61076e+07 1.43691e+07 1.16354e+07 2.2022e+07 1.1008e+07 1.16646e+07 9.26116e+06 1.03647e+07 9.03006e+06 8.76706e+06 7.5273e+06 7.43013e+06 7.29517e+06 8.52408e+06 6.95654e+06 6.80392e+06 5.87787e+06 5.56504e+06 4.6629e+06 4.65782e+06 4.42933e+06 2.90687e+06 2.84916e+06 2.81864e+06 3.64456e+06 2.62535e+06 2.52914e+06 2.246e+06 2.17476e+06 5.28768e+06 2.0226e+06 2.00714e+06 1.86226e+06 1.76111e+06 1.75473e+06 1.73936e+06 1.69986e+06 1.62685e+06 1.47309e+06 1.47236e+06 1.44206e+06 1.27222e+06 1.00238e+06 874900 806836 289148 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 263.08925000000005 992.19979999999998 114.18420000000002 104.01000000000001 1937.6795000000002 2022.5000000000002 2778.6210000000005 991.56000000000017 1230.4050000000002 842.25950000000023 688.40820000000008 118.65100000000002 0 1022.0625000000001 31.161000000000005 764.58199999999999 747.89455000000009 1 373.20250000000004 270.74340000000007 76.508500000000012 2725.8677800000005 2 1892.2623000000001 101.30500000000002 1275.1415000000002 827.32299999999998 172.56650000000002 242.46475000000004 33.25502500000001 494.52696000000009 72.937500000000014 417.88250000000005 3 2022.5000000000002 2022.5000000000002 4 2778.6210000000005 137.46340000000004 804.19674500000008 16.677500000000006 218.04650000000001 786.89439000000004 384.24423250000001 629.95226050000008 1884.2950000000003 5 613.57500000000016 6 140.90095500000004 74.47450000000002 1324.2200000000003 2022.5000000000002 14.489570000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 left_child=3 13 -3 5 6 23 25 20 9 10 45 22 -9 38 -15 16 21 54 -19 -12 27 28 53 32 31 26 37 -8 -7 -23 -24 46 36 47 39 50 55 -5 -2 40 -17 -33 49 -37 -22 -6 -25 -34 -41 -27 -36 -38 -35 -10 -13 -1 -40 right_child=1 2 -4 4 8 15 7 12 11 -11 19 17 -14 14 -16 34 -18 18 -20 -21 44 29 30 24 -26 42 -28 -29 -30 -31 -32 41 33 52 35 43 51 -39 56 48 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 leaf_value=0.13242578316386724 3.5852773108305751 16.877338379569675 67.559525067011521 1.8031996982353076 2.5512483622811057 0.69724230192319259 1.2569832944164696 2.3560353088378907 -1.9519373629170078 15.750482630874172 14.262750902473927 2.177059471130371 13.539271707888004 13.891406876700264 2.1368676103127973 0.32393217911815336 8.7016829490661625 15.335069318498883 5.6180946333512018 6.2415779510498046 0.4469209845154955 2.076843949562901 7.1797839296781101 0.1334774573304664 6.6180326125735327 0.46268742885878267 6.8650480599836872 2.6554481936602552 3.5303211498260501 6.1694736333047198 2.3560398711829351 0.74943570189479869 0.069679785573162539 1.0657574504919543 0.47260061941218923 3.6581822965361859 -0.015003195831879508 0.57714536278336137 -0.85930866075598678 -0.0026092568410422774 4.4736105539000803 2.1834952323253338 3.2396451096101244 1.2797431006664184 1.5907100361179931 4.7733087191437233 1.0156546069533277 1.3066895485562939 -2.3080590943367252 -0.048198943859977111 2.5796976578936857 -0.074378344058182014 3.9555619415283201 0.37455964161002114 5.0669236399910664 -0.0074234997046366937 0.78474187088012703 leaf_weight=8474 27 23 24 350 77 1873 431 20 31 33 32 20 27 28 37 3248 20 21 23 25 456 273 26 6884 21 1105 22 993 72 31 87 617 13641 39 1346 55 48519 324 23 2421 31 117 22 82 191 66 231 112 31 1146 34 261329 25 46 22 8039 20 leaf_count=8474 27 23 24 350 77 1873 431 20 31 33 32 20 27 28 37 3248 20 21 23 25 456 273 26 6884 21 1105 22 993 72 31 87 617 13641 39 1346 55 48519 324 23 2421 31 117 22 82 191 66 231 112 31 1146 34 261329 25 46 22 8039 20 internal_value=0 14.1229 42.7576 -0.0083235 1.46495 -0.0313807 1.10075 1.93528 5.10478 7.0545 5.61966 3.45882 8.78045 4.15375 7.20036 0.487055 1.09363 7.04961 10.2557 10.7447 1.77993 1.03084 1.83352 -0.0455567 0.255441 0.505422 1.37273 2.21661 0.802117 2.49418 3.46593 0.238418 -0.0525203 0.0895495 0.295249 0.678951 -0.058535 1.21382 1.32476 0.194198 0.362059 0.978026 0.232786 2.23459 0.772636 3.57681 0.162119 0.0797536 -0.0316275 0.204433 0.524515 -0.0650816 2.19459 -0.562082 3.6908 0.0643042 -0.094634 internal_weight=0 182 47 363161 5596 357565 5087 2118 509 233 200 276 47 135 65 9517 2269 86 44 57 2071 2249 190 348048 7870 2969 696 1424 1945 304 113 7849 340178 13817 7248 1517 326361 674 70 5731 3279 734 2273 137 647 143 7115 13753 2452 2251 1380 309848 64 77 42 16513 43 internal_count=363343 182 47 363161 5596 357565 5087 2118 509 233 200 276 47 135 65 9517 2269 86 44 57 2071 2249 190 348048 7870 2969 696 1424 1945 304 113 7849 340178 13817 7248 1517 326361 674 70 5731 3279 734 2273 137 647 143 7115 13753 2452 2251 1380 309848 64 77 42 16513 43 cat_boundaries=0 6 13 16 22 29 36 42 cat_threshold=68207104 0 67109136 65536 512 16384 68208128 1216611840 67113232 0 4210688 0 132 1082368 1073742336 336 1074790400 98308 193 1113792560 9472528 2420271184 136315904 296548 35131392 1179910689 4195648 2 192 136397312 33856 168824832 1077936129 541151488 16384 128 545292420 1073741904 9509396 2215920640 570565760 33798 is_linear=0 shrinkage=0.01 Tree=88 num_leaves=56 num_cat=13 split_feature=2 4 7 1 0 0 2 6 24 0 5 3 0 5 0 6 25 18 25 6 7 3 24 25 1 7 11 11 0 6 2 2 3 24 1 4 25 4 26 25 0 24 0 2 7 5 5 6 25 0 25 25 5 24 5 split_gain=3.56027e+08 5.09204e+08 2.9568e+08 1.2091e+08 7.27051e+07 2.57558e+07 2.47698e+07 2.20741e+07 1.61047e+07 2.61351e+07 4.97066e+07 3.19717e+07 1.90976e+07 1.40832e+07 1.14039e+07 2.15838e+07 1.07889e+07 1.14325e+07 8.5926e+06 7.42226e+06 7.15e+06 8.35446e+06 7.11321e+06 6.81788e+06 6.66852e+06 5.83703e+06 5.45745e+06 5.16828e+06 4.93285e+06 4.34118e+06 3.88764e+06 3.78432e+06 2.84902e+06 2.76351e+06 2.76255e+06 3.57203e+06 2.57775e+06 2.52352e+06 2.2013e+06 2.13149e+06 5.18246e+06 2.12621e+06 1.96717e+06 1.84567e+06 1.8252e+06 1.72606e+06 1.70475e+06 1.63186e+06 1.62152e+06 1.59448e+06 1.44119e+06 1.39293e+06 907738 884366 283394 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 263.08925000000005 992.19979999999998 114.18420000000002 104.01000000000001 1937.6795000000002 0 2778.6210000000005 116.7166835 991.56000000000017 1519.5755740000002 842.25950000000023 688.40820000000008 118.65100000000002 1 1022.0625000000001 2 1136.6981000000003 76.508500000000012 2725.8677800000005 3 4 1892.2623000000001 610.83000000000004 1413.4285000000002 29.336875000000003 497.59550000000002 242.46475000000004 234.80250000000004 873.09500000000014 33.25502500000001 5 72.937500000000014 417.88250000000005 6 629.95226050000008 2022.5000000000002 7 2778.6210000000005 8 804.19674500000008 310.92971250000005 16.677500000000006 218.04650000000001 384.24423250000001 747.89455000000009 9 1884.2950000000003 10 11 842.25950000000023 12 14.489570000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 9 2 2 2 1 9 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 9 2 1 2 2 2 2 2 2 9 2 9 9 2 1 2 left_child=3 14 -3 5 6 20 23 18 9 11 -11 31 -13 -9 38 -16 17 19 25 22 32 29 -7 24 33 -8 27 30 -21 46 -10 -6 36 -5 39 52 53 48 -2 40 -18 -31 50 -39 -37 -20 -22 -29 -34 -41 -25 -38 -36 -1 -40 right_child=1 2 -4 4 8 16 7 13 26 10 -12 12 -14 -15 15 -17 34 -19 45 28 21 -23 -24 42 -26 -27 -28 47 -30 41 -32 -33 37 -35 35 44 51 43 54 49 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 leaf_value=0.28615945586538033 3.5494244646143027 16.708564954011337 66.883930801550548 1.7215436067008505 2.1494920148487604 2.0393627392448663 1.9237735753091525 2.3324750061035155 1.3015136044958362 25.641883502960205 3.346900276184082 15.789582110404968 5.512639740235878 13.403878903212371 13.752492855616978 2.115498893840893 0.32069285688910343 8.6146661911010742 0.44245176972527256 1.8856694588294398 0.13214268164710766 6.5518525695800784 0.63147531887341257 0.45380372898342436 6.7963974761962893 3.6426769143220366 6.914803207397461 -0.69862009057998664 8.2433167341481095 0.12778709177710429 4.9257778101082303 5.8015587445309293 0.18457067527961299 0.37602811625370614 0.4803904017870298 3.6216005559834565 -0.01478979879508458 0.97786522011756905 -0.85071557915729035 -0.0025831645558514059 4.4288744271186093 1.3183696391144697 3.2072487332604145 4.3056338624954229 1.2669456709885016 1.5748029185527281 1.0054980644725617 2.0716096939911712 -0.032957915273408994 -2.2849784586506505 -0.051442410849519275 -0.0735357781815551 2.2111354701749741 0.039249461550561304 0.77689442443847656 leaf_weight=1596 27 23 24 398 112 455 1187 20 46 20 20 40 33 27 28 37 3248 20 456 26 6884 21 1745 1123 22 237 30 50 23 228 83 38 6854 276 1349 55 47739 100 23 2421 31 506 22 20 82 191 231 37 6843 31 1128 261902 31 15124 20 leaf_count=1596 27 23 24 398 112 455 1187 20 46 20 20 40 33 27 28 37 3248 20 456 26 6884 21 1745 1123 22 237 30 50 23 228 83 38 6854 276 1349 55 47739 100 23 2421 31 506 22 20 82 191 231 37 6843 31 1128 261902 31 15124 20 internal_value=0 13.9817 42.33 -0.00824018 1.45031 -0.0310669 1.08975 1.91593 5.05373 6.79296 14.4944 5.71616 11.1438 8.69264 4.11222 7.12836 0.482184 1.08269 1.76213 1.02053 -0.0451012 0.252887 0.934792 0.500381 1.359 2.19444 2.80419 2.36309 4.86987 0.236034 3.6334 3.07468 -0.0519951 1.20168 0.292296 0.672162 -0.0579497 0.088654 1.31151 0.192256 0.358439 0.968245 0.230476 1.53249 2.21225 0.764909 0.160498 0.479524 0.0760044 -0.0313112 0.202407 -0.0644794 0.519269 0.0629751 -0.0936877 internal_weight=0 182 47 363161 5596 357565 5087 2118 509 263 40 223 73 47 135 65 9517 2269 2071 2249 348048 7870 2200 2969 696 1424 246 216 49 7849 129 150 340178 674 7248 1517 326361 13817 70 5731 3279 734 2273 120 137 647 7115 87 13697 2452 2251 309641 1380 16720 43 internal_count=363343 182 47 363161 5596 357565 5087 2118 509 263 40 223 73 47 135 65 9517 2269 2071 2249 348048 7870 2200 2969 696 1424 246 216 49 7849 129 150 340178 674 7248 1517 326361 13817 70 5731 3279 734 2273 120 137 647 7115 87 13697 2452 2251 309641 1380 16720 43 cat_boundaries=0 1 7 14 15 18 19 25 32 33 39 46 52 53 cat_threshold=2420 68207104 0 67109136 65536 512 16384 68208128 1216611840 67113232 0 4210688 0 132 6 1082368 1073742336 336 2396 1074790400 98308 193 1113661488 546343440 2420271184 136315904 296548 35131392 1179910689 4195648 2 192 234 137659936 134513668 134746960 1174405121 549455104 2056 136397312 33856 169349120 1077936129 541151488 16384 128 545292420 1073741904 9509396 2216051712 33693825 33798 1 is_linear=0 shrinkage=0.01 Tree=89 num_leaves=58 num_cat=11 split_feature=2 3 7 1 0 0 2 6 0 6 26 0 3 11 5 25 13 16 17 6 0 25 10 7 3 25 1 3 3 6 3 16 0 5 24 1 25 26 10 25 0 24 0 5 5 5 25 25 0 25 0 11 7 6 24 12 12 split_gain=3.48942e+08 4.84005e+08 2.10502e+08 1.18511e+08 7.12565e+07 2.5246e+07 2.42739e+07 2.16348e+07 1.65918e+07 2.06689e+07 1.5912e+07 2.80435e+07 2.02576e+07 1.56105e+07 1.38029e+07 1.05774e+07 1.12553e+07 9.05995e+06 1.01421e+07 8.81494e+06 8.6451e+06 8.42161e+06 7.23202e+06 7.00856e+06 8.18815e+06 6.68556e+06 6.53508e+06 6.45231e+06 5.742e+06 4.25689e+06 2.79236e+06 2.7846e+06 2.78376e+06 2.78021e+06 2.70968e+06 2.70758e+06 2.52265e+06 2.40173e+06 2.10308e+06 2.08907e+06 5.07932e+06 2.08779e+06 1.928e+06 1.72398e+06 1.69171e+06 1.68027e+06 1.63048e+06 1.59746e+06 1.56275e+06 1.41602e+06 1.3596e+06 1.24683e+06 1.22271e+06 858461 854189 609771 229535 threshold=2682.0900000000006 2725.8677800000005 2822.9627650000007 263.08925000000005 992.19979999999998 114.18420000000002 104.01000000000001 1937.6795000000002 688.40820000000008 118.65100000000002 2022.5000000000002 2778.6210000000005 991.56000000000017 1230.4050000000002 842.25950000000023 0 1175.575 31.161000000000005 764.58199999999999 747.89455000000009 1275.1415000000002 1 270.74340000000007 76.508500000000012 2725.8677800000005 2 1892.2623000000001 428.36700000000008 101.30500000000002 242.46475000000004 33.25502500000001 494.52696000000009 1519.5755740000002 259.98675000000009 3 72.937500000000014 4 2022.5000000000002 767.74042000000009 5 2778.6210000000005 6 804.19674500000008 179.89500000000001 218.04650000000001 130.76775000000004 7 8 1884.2950000000003 9 591.40200000000016 140.90095500000004 1538.3385000000001 1324.2200000000003 10 20.402500000000003 23.697500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 1 2 9 2 2 9 2 1 2 2 2 2 9 9 2 9 2 2 2 2 1 2 2 left_child=3 8 -3 5 6 23 25 21 37 -10 11 12 43 22 -9 16 20 53 -19 -14 27 28 55 30 29 26 34 -7 -8 45 36 47 -22 -24 -5 39 54 -2 50 40 -17 -31 49 -6 -23 -25 -38 -32 -41 -27 -37 -33 -11 -15 -1 -12 -39 right_child=1 2 -4 4 10 15 7 14 9 52 13 -13 19 17 -16 35 -18 18 -20 -21 32 44 33 24 -26 42 -28 -29 -30 41 31 51 -34 -35 -36 38 46 56 -40 48 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 leaf_value=0.28239418200024419 3.1704895026343212 18.919925287420099 61.332646211242675 1.7047501348148959 4.2894583962214616 0.66867542085919796 1.2238995065881921 2.3091501770019529 15.248750343322754 1.7618813571929932 -1.6123688570658365 15.468276446949352 14.035114329457283 2.0920414409637451 13.269840211868287 0.31748592943009024 7.1612427881558736 15.109207284109932 5.4971552757594893 6.1100638977050776 6.6939668288597698 0.43802725433666062 5.5927691439578409 0.098055687317461712 6.4863339524042045 0.48245769216590967 6.7284337529269136 2.424912219864257 2.6061073812242119 1.6134663641437736 0.18873107878244333 1.0513114638817616 2.8834368324279787 2.2726336272716523 0.37239930723201148 0.50711568940203833 -0.017273730408290645 0.088415726371433426 3.2018701889365913 -0.0025573322245868858 4.3845854365441106 0.49131344963346063 3.1751762221076274 1.9643066209554674 1.5590549071234561 0.54707504399893692 -0.075103975767763509 -0.026826388587264778 -2.2621287029020247 -0.022287178731282054 1.4939495660787305 3.9121385806083682 5.2586114292144774 4.95462722865018 0.039432754751431598 0.18586254802617158 -1.3763888111114502 leaf_weight=1594 28 22 25 398 95 1905 431 20 24 20 33 33 32 20 27 3248 30 21 23 25 26 456 38 6151 21 984 22 235 993 287 6686 39 73 75 276 1329 60638 23 32 2421 31 447 22 48 191 964 249210 7067 31 1267 156 25 20 22 14919 44 20 leaf_count=1594 28 22 25 398 95 1905 431 20 24 20 33 33 32 20 27 3248 30 21 23 25 26 456 38 6151 21 984 22 235 993 287 6686 39 73 75 276 1329 60638 23 32 2421 31 447 22 48 191 964 249210 7067 31 1267 156 25 20 22 14919 44 20 internal_value=0 13.8418 41.4799 -0.00815585 1.43585 -0.0307549 1.0789 1.89677 4.2197 7.91219 5.0032 6.92753 5.5183 3.37867 8.60572 0.47739 1.07198 6.91361 10.0847 10.5592 0.995183 1.74451 1.77864 -0.0446496 0.250377 0.495462 1.34571 0.861533 2.1725 0.233692 -0.0514751 0.0877685 3.88418 3.38914 1.18998 0.289373 -0.0573701 0.89126 0.66544 0.190333 0.354854 0.95876 0.228189 3.50899 0.75726 0.158893 -0.0637874 0.0780843 -0.0309981 0.200401 0.610783 2.16882 3.51025 3.59149 0.0630425 -0.584808 -0.592889 internal_weight=0 182 47 363161 5596 357565 5087 2118 135 64 509 233 200 276 47 9517 2269 86 44 57 2239 2071 190 348048 7870 2969 696 2140 1424 7849 340178 13817 99 113 674 7248 326361 71 1517 5731 3279 734 2273 143 647 7115 309848 13753 2452 2251 1485 64 40 42 16513 77 43 internal_count=363343 182 47 363161 5596 357565 5087 2118 135 64 509 233 200 276 47 9517 2269 86 44 57 2239 2071 190 348048 7870 2969 696 2140 1424 7849 340178 13817 99 113 674 7248 326361 71 1517 5731 3279 734 2273 143 647 7115 309848 13753 2452 2251 1485 64 40 42 16513 77 43 cat_boundaries=0 6 13 16 17 23 30 31 38 45 52 53 cat_threshold=68207104 0 67109136 65536 512 16384 68208128 1216611840 67113232 0 4210688 0 132 1082368 1073742336 336 2396 1074790400 98308 193 1113792560 9472528 2420271184 136315904 296548 35131392 1179910689 4195648 2 192 3332 545292420 1073741904 9509396 2148811776 570565760 33798 128 137627168 134579716 134746960 1107296257 549455104 2056 4 2163200 33856 167776256 1077936129 4215040 16384 128 1 is_linear=0 shrinkage=0.01 Tree=90 num_leaves=61 num_cat=10 split_feature=0 1 3 0 2 3 1 16 25 3 18 9 1 4 24 2 9 2 24 0 4 0 4 26 3 7 4 14 5 4 11 25 25 2 13 1 18 9 25 2 0 1 5 3 2 1 3 2 7 11 2 9 25 25 25 13 11 7 24 20 split_gain=4.26043e+08 4.30623e+08 1.98341e+08 1.05586e+08 5.56587e+07 2.66381e+07 2.4813e+07 1.52961e+07 1.44489e+07 1.4242e+07 1.03511e+07 9.12408e+06 7.99472e+06 2.51093e+07 7.90859e+06 7.74004e+06 9.16896e+06 3.31848e+07 7.52494e+06 9.10735e+06 7.19267e+06 7.7671e+06 7.0929e+06 1.44955e+07 8.74516e+06 7.36708e+06 6.60452e+06 6.13531e+06 5.45018e+06 5.26499e+06 4.80979e+06 4.74663e+06 3.12017e+06 3.10801e+06 2.79468e+06 2.69772e+06 2.4411e+06 2.26792e+06 2.22588e+06 2.10153e+06 1.8552e+06 1.83985e+06 1.81612e+06 2.0253e+06 1.81348e+06 2.51953e+06 1.84341e+06 1.80302e+06 1.68914e+06 1.61546e+06 1.43343e+06 1.38551e+06 1.38288e+06 1.20829e+06 1.03427e+06 1.03333e+06 922064 616034 512427 381418 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 332.68500000000006 581.81775000000005 1493.1141200000004 130.40580000000003 635.52750000000003 0 209.58850000000004 922.84650000000011 309.41100000000012 1098.6214000000002 86.014110000000016 1 26.254000000000001 395.07800000000003 36.814700000000009 2 1275.1415000000002 785.57750000000021 1519.5755740000002 862.3225000000001 2022.5000000000002 14.522500000000003 438.06825000000003 974.87180000000001 108.74300000000001 92.948000000000022 629.95226050000008 401.02700000000004 3 4 2682.0900000000006 1063.1169900000002 1892.2623000000001 292.29341500000004 1022.5259020000002 5 354.40600000000001 21.467000000000002 1256.4300000000001 723.78135000000009 250.65000000000003 74.33550000000001 424.16250000000008 103.76700000000001 723.85250000000008 610.83000000000004 401.02700000000004 34.899980000000006 827.32299999999998 6 7 8 430.86300000000011 640.9625000000002 74.808000000000007 9 123.84000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 9 2 2 2 1 2 left_child=3 22 -3 6 8 14 15 11 10 31 18 26 30 -14 41 32 29 -18 19 -5 21 -16 23 -2 -25 -24 -7 -22 -20 33 38 34 42 -17 48 -15 -19 -13 -11 -31 53 51 52 -44 54 57 -47 -32 -8 -42 56 -6 -1 -34 58 -52 -33 -46 -10 -56 right_child=1 2 -4 4 5 7 9 -9 44 12 -12 37 13 35 20 16 17 36 28 -21 27 -23 25 24 -26 -27 -28 -29 -30 39 47 50 40 -35 -36 -37 -38 -39 -40 -41 49 -43 43 -45 45 46 -48 -49 -50 -51 55 -53 -54 -55 59 -57 -58 -59 -60 -61 leaf_value=0.23602285925555466 12.079971277337325 16.718682731281625 56.249511118570965 1.7849086355604695 0.57999303591601992 5.2334484453554513 0.58785580168045404 15.427370245560356 1.1118628780937194 1.3952166356541205 7.2351790732145309 0.53976584672927863 12.782640006446838 2.6480550694139038 2.5749934937469035 0.10270555031425388 13.950641743824594 0.68942742822250136 0.11118021041226872 4.7594743065207687 7.9910638433344232 7.124271160835443 -1.0652321262359619 -1.0004081350564957 8.2391495056152344 6.1797973644733428 11.816094164167133 3.5638039454098407 1.6247223282689967 2.6896395601667797 2.2167946138176426 -0.0046719410633808281 -0.012149559824121976 3.3239000943501793 3.8187100900922504 -0.91395351990063989 3.5992921441793442 5.0188647989126354 0.49320673700658291 0.25351876754027147 0.03993349117310236 3.3443184622740136 0.69390926683650289 4.1020851745605471 0.19096104311522932 0.096380050078682292 3.4589108746392383 4.775397530163036 1.962420932503157 1.4559800097383098 0.35762360620456685 3.037040568104497 0.018949873098433549 -0.074022482291395811 -0.098071073564395997 2.1239946090473847 2.0049204710255499 1.0460091206965161 0.26503738741166727 1.2064713967364769 leaf_weight=3388 38 22 30 806 153 27 2309 23 115 557 32 20 25 73 295 19345 21 291 485 118 68 43 25 21 20 32 35 58 467 111 145 3127 36057 30 28 30 32 26 605 52 14961 39 136 20 227 23 56 34 93 81 1278 27 21571 254181 877 34 23 134 219 23 leaf_count=3388 38 22 30 806 153 27 2309 23 115 557 32 20 25 73 295 19345 21 291 485 118 68 43 25 21 20 32 35 58 467 111 145 3127 36057 30 28 30 32 26 605 52 14961 39 136 20 227 23 56 34 93 81 1278 27 21571 254181 877 34 23 134 219 23 internal_value=0 15.0491 39.5249 -0.00864801 1.53173 3.89215 -0.0275292 8.02276 0.995336 0.51085 1.5873 6.44585 1.40481 3.79262 3.09989 -0.0403802 0.151245 1.76966 1.49943 2.1416 3.83135 3.15375 5.69071 7.63055 3.50669 3.00215 8.94946 5.95312 0.844769 0.12275 1.17689 0.320306 -0.0519115 0.107693 0.674913 1.61058 0.977711 3.07143 0.941833 1.91247 -0.0607248 1.31514 0.055219 1.13085 0.309291 0.862339 2.47995 2.70279 0.641076 0.0475588 0.125394 0.94855 0.0485181 -0.0663388 0.1146 0.403398 0.0100013 0.508347 0.580455 -0.0640214 internal_weight=0 188 52 363034 4396 814 358638 131 3582 8361 1908 108 1469 128 683 350277 19882 344 1876 924 464 338 136 79 41 57 62 126 952 19538 1341 6892 330395 19375 2430 103 323 46 1162 163 305280 219 25115 156 1674 440 79 179 2402 15042 4462 180 24959 290238 1234 1312 3150 361 334 900 internal_count=363222 188 52 363034 4396 814 358638 131 3582 8361 1908 108 1469 128 683 350277 19882 344 1876 924 464 338 136 79 41 57 62 126 952 19538 1341 6892 330395 19375 2430 103 323 46 1162 163 305280 219 25115 156 1674 440 79 179 2402 15042 4462 180 24959 290238 1234 1312 3150 361 334 900 cat_boundaries=0 7 8 9 14 21 28 34 40 46 47 cat_threshold=11568640 142606848 67109136 1078001664 4210688 16384 132 645 110 202407936 262656 1052992 1074004480 4210688 536870912 360452 2415923396 1178665248 8424576 2151704592 2 33792 1208221760 1048848 0 4198400 0 128 0 65540 0 4194336 8390784 2147510272 2147516420 17825872 9440273 2150777344 571617808 8585348 134217728 1073741924 1572864 2147483648 8393728 130 44 is_linear=0 shrinkage=0.01 Tree=91 num_leaves=60 num_cat=10 split_feature=1 3 1 2 7 3 4 25 4 26 2 11 16 9 1 9 1 24 8 5 5 8 1 25 25 9 2 9 2 9 7 7 4 25 13 20 3 24 25 2 3 7 24 9 15 7 25 8 4 14 18 25 8 15 8 8 7 11 26 split_gain=3.98343e+08 4.21715e+08 9.26396e+07 4.96252e+07 3.55119e+07 2.29847e+07 1.96551e+07 1.3116e+07 1.10561e+07 2.70348e+07 1.02873e+07 8.74927e+06 7.66703e+06 8.59466e+06 6.66468e+06 9.73245e+06 3.88861e+07 5.83839e+06 6.96744e+06 5.565e+06 5.22994e+06 5.04932e+06 4.53583e+06 4.19756e+06 4.16202e+06 4.37975e+06 3.47195e+06 3.34064e+06 3.24635e+06 3.17097e+06 3.94087e+06 3.13638e+06 3.04405e+06 2.99448e+06 3.09228e+06 2.82925e+06 2.65135e+06 2.81294e+06 2.59057e+06 3.95093e+06 2.54121e+06 2.39791e+06 2.30325e+06 2.38967e+06 2.29752e+06 2.15372e+06 1.60616e+06 1.96518e+06 1.55028e+06 1.48831e+06 3.92416e+06 1.38464e+06 1.17772e+06 1.1694e+06 1.63762e+06 947210 766212 466617 433068 threshold=2781.5828000000006 2725.8677800000005 270.00500000000005 581.81775000000005 2822.9627650000007 1282.3492500000004 106.484285 0 1.7467500000000002 2022.5000000000002 223.62625000000003 314.2625000000001 635.52750000000003 438.06825000000003 26.307400000000005 395.07800000000003 35.773000000000003 1 1148.5039000000004 923.46450000000016 723.78135000000009 711.30690000000016 786.89439000000004 2 3 827.32299999999998 26.254000000000001 196.06150000000002 1271.7445000000002 1972.2770000000003 1306.1250000000002 610.83000000000004 559.40605000000016 4 1175.575 356.38556250000005 1493.1141200000004 5 6 1107.4580000000003 373.20250000000004 1538.3385000000001 7 1022.5259020000002 188.47500000000002 762.97500000000002 8 824.40500000000009 785.57750000000021 429.20700000000005 576.00000000000011 9 423.76650000000006 752.68275000000017 1017.6571000000002 25.728847500000004 302.8318000000001 31.194500000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 9 2 2 2 1 9 2 2 2 1 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 left_child=2 8 6 7 -3 20 14 17 9 -2 24 56 13 19 23 38 -17 22 27 -7 42 -18 26 36 25 40 -4 -19 -15 30 -22 -24 -20 34 45 55 37 -1 39 -16 -8 46 43 -5 -27 -12 47 -9 -44 51 -51 -25 -40 54 -35 -26 -10 -48 -38 right_child=1 4 3 5 -6 12 10 41 11 -11 33 -13 -14 28 15 16 21 18 32 -21 29 -23 31 49 35 44 -28 -29 -30 -31 -32 -33 -34 53 -36 -37 58 -39 52 -41 -42 -43 48 -45 -46 -47 57 -49 -50 50 -52 -53 -54 -55 -56 -57 -58 -59 -60 leaf_value=0.19898710681904241 15.156969372575935 31.93693085443406 0.87189164193858093 0.87760431483813695 49.74340038935344 9.4598980796120387 0.47621622643755929 0.40938349772528582 -0.59764032363891606 1.0337257601903833 1.4283477790999166 7.4791292634606359 10.5038206220928 0.33655665982154104 0.31570682878973017 15.520166724443436 0.34659550742788631 0.21681176260904436 6.8602189025878912 4.4836610728815982 3.8412459616588825 5.2264730189243949 2.4925119677347731 -0.011690302590284949 0.033286669825262995 1.8177327327728272 2.0553367630895805 1.581684192112514 4.8771417248249058 0.32843623828887941 8.0342536926269528 5.3535214780171714 2.0176504964077915 0.72070189701562581 5.5314945557571598 3.1942674818038941 2.7883433973789216 -0.0040496024616180643 0.047808799719384953 4.6640300185339791 1.6280747570083256 3.6555380539667039 2.4714283892232927 4.0380714571917498 6.193348571777344 3.2512340665516786 -0.17392680977650721 2.7782773595386083 4.3965641258239749 0.27740788721527893 4.1780346809114732 -0.072005614134406523 1.3212743944011323 -1.4791804388295049 3.6317835357189177 0.34953218823540433 2.0525696964263913 0.71703137701377273 1.2734864794689675 leaf_weight=9242 33 21 452 210 24 55 2178 1286 24 23 578 32 38 31 4205 20 182 669 25 38 132 24 258 44921 3708 30 549 245 32 20 27 45 27 572 21 30 32 26004 14022 21 210 21 256 27 20 73 721 36 50 327 28 249849 73 23 20 1272 20 64 46 leaf_count=9242 33 21 452 210 24 55 2178 1286 24 23 578 32 38 31 4205 20 182 669 25 38 132 24 258 44921 3708 30 549 245 32 20 27 45 27 572 21 30 32 26004 14022 21 210 21 256 27 20 73 721 36 50 327 28 249849 73 23 20 1272 20 64 46 internal_value=0 14.9972 -0.00815699 1.30249 41.4337 3.41998 -0.0276263 0.861467 5.98482 9.35635 0.440904 3.50053 6.47588 5.49471 -0.0393531 0.145104 2.20761 1.38815 0.777194 7.4266 2.59886 0.915125 1.83139 -0.0497061 0.298248 0.636231 1.52095 0.582669 2.64289 4.08122 4.55327 2.91741 4.34581 1.26647 1.72887 0.132243 0.0533053 0.0492448 0.119662 0.336518 0.57751 0.29174 2.1102 1.18755 3.56798 1.63276 0.259598 0.470334 2.69783 -0.0620354 0.585063 -0.0628168 0.0543657 0.72137 0.819049 0.114063 0.607001 -0.100014 1.89497 internal_weight=0 177 363045 5314 45 916 357731 4398 132 56 8735 76 194 156 348996 18547 226 2270 966 93 722 206 1304 330449 7448 2438 1001 914 63 179 159 303 52 1287 672 5010 35324 35246 18321 4226 2388 2128 543 237 50 651 2107 1322 306 295125 355 294770 14095 615 592 4980 44 785 78 internal_count=363222 177 363045 5314 45 916 357731 4398 132 56 8735 76 194 156 348996 18547 226 2270 966 93 722 206 1304 330449 7448 2438 1001 914 63 179 159 303 52 1287 672 5010 35324 35246 18321 4226 2388 2128 543 237 50 651 2107 1322 306 295125 355 294770 14095 615 592 4980 44 785 78 cat_boundaries=0 7 8 15 21 28 29 35 36 43 50 cat_threshold=78693504 142607936 68161872 4194304 4210688 16384 4 380 2148564992 98372 2147483712 1179730208 8433153 2151704592 2 137399328 1208287232 528704 2147549184 16384 2 70550016 263168 272 1 4194304 0 128 7 9472512 134479876 280 1073774592 4194944 2048 2757 134283812 1074036744 134742528 1143209985 69888 0 128 536887300 18087968 277878932 2149982720 571474064 8585284 128 is_linear=0 shrinkage=0.01 Tree=92 num_leaves=62 num_cat=12 split_feature=1 3 1 2 7 3 4 25 4 26 2 11 19 1 9 1 24 8 19 8 26 1 1 3 24 25 25 10 4 9 19 25 13 4 10 4 3 24 1 25 2 24 8 14 7 20 25 24 14 7 12 25 8 15 10 8 7 14 11 3 26 split_gain=3.90416e+08 4.13322e+08 9.07961e+07 4.86377e+07 3.48052e+07 2.25273e+07 1.92639e+07 1.28668e+07 1.08361e+07 2.64968e+07 1.00826e+07 8.57516e+06 7.79559e+06 6.53205e+06 9.53877e+06 3.81123e+07 5.992e+06 5.98423e+06 5.16835e+06 4.94884e+06 4.9472e+06 4.76762e+06 4.65343e+06 4.46219e+06 4.31108e+06 4.11407e+06 4.07879e+06 4.68956e+06 3.55317e+06 3.3564e+06 3.16614e+06 2.93489e+06 3.03074e+06 2.7344e+06 2.72497e+06 2.61217e+06 2.59859e+06 2.75702e+06 2.55048e+06 2.53902e+06 3.87231e+06 2.30648e+06 2.13348e+06 2.12303e+06 2.11086e+06 1.96823e+06 1.79035e+06 1.57002e+06 1.4587e+06 3.3326e+06 1.44562e+06 1.35708e+06 1.15428e+06 1.14612e+06 1.80096e+06 849978 750965 523552 497062 429481 424450 threshold=2781.5828000000006 2725.8677800000005 270.00500000000005 581.81775000000005 2822.9627650000007 1282.3492500000004 106.484285 0 1.7467500000000002 2022.5000000000002 223.62625000000003 314.2625000000001 249.03525000000005 26.307400000000005 395.07800000000003 35.773000000000003 1 1148.5039000000004 430.74300000000011 711.30690000000016 2022.5000000000002 631.04475000000014 860.12500000000011 284.84010000000006 2 3 4 856.19400000000007 480.67500000000001 196.06150000000002 604.3185000000002 5 1175.575 347.81250000000006 571.28250000000014 559.40605000000016 1493.1141200000004 6 523.64669700000002 7 1107.4580000000003 8 311.75250000000005 784.87910000000022 762.97500000000002 356.38556250000005 9 10 429.20700000000005 354.03550000000001 452.93529999999998 11 423.76650000000006 752.68275000000017 543.00900000000013 32.975000000000009 302.8318000000001 52.658513000000006 31.194500000000001 193.12912500000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 9 9 2 2 2 2 9 2 2 2 2 2 1 2 9 2 1 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=2 8 6 7 -3 23 13 16 9 -2 26 56 21 25 39 -16 18 29 20 -17 -4 -7 -23 41 28 36 27 30 -25 -18 -8 32 44 -29 46 -19 37 -1 59 40 -15 57 -40 -26 -12 55 47 -9 51 -50 -43 -27 -41 54 -33 -28 -10 -5 -48 -36 -38 right_child=1 4 3 5 -6 12 10 34 11 -11 31 -13 -14 14 15 19 17 35 -20 -21 -22 22 -24 24 43 48 45 33 -30 -31 -32 53 -34 -35 38 -37 60 -39 42 52 -42 50 -44 -45 -46 -47 58 -49 49 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 leaf_value=0.19699938764583869 15.00539912223816 31.617561238606772 2.4271542245106628 0.21360040178202622 49.245967737833666 9.2158054141998296 0.51626040012796093 0.90393015987486447 -0.59166397094726564 1.0233884711887524 1.4140642948804429 7.4043381710350511 11.396518540558992 0.312549760024184 15.364964411377908 0.34312956661968441 0.19699224279932559 6.5234954198201507 6.9410306837260727 5.1742082929611204 1.1324540269300341 0.71130607522052269 5.6422550780313054 3.165907271443126 2.3579144590205336 -0.011573426176654824 0.0319379441719592 1.311255867767334 5.7311592140547729 1.6088591831305932 3.5884458695439729 0.6790112461944644 5.4761794991720283 5.9883523895263675 1.2095242323875428 1.948468149166841 2.760460029244423 -0.0040091221386728149 1.8678037446545017 0.047330711424114817 4.6173896624751034 2.2053767294590698 6.0570225524902348 -0.57167125701904298 3.2187216887408741 2.7670079605919971 -0.15995574204652915 0.19518709165706594 0.34247320613576404 4.5445924916267391 4.9787370245797291 -0.071285589167607119 1.3080616567886041 -1.4643886292499044 3.1181901946663859 0.33949261907494349 2.0320439720153809 1.6218442212210762 0.63935207572072572 -0.83804757526942664 1.2607516263878864 leaf_weight=9242 33 21 624 99 24 30 2510 545 24 23 578 32 27 4205 20 182 614 24 20 24 560 23 114 107 141 44921 3632 25 109 232 34 560 21 25 20 26 32 26004 31 14022 21 179 20 30 73 28 816 759 335 20 21 249849 73 23 32 1194 20 36 86 21 46 leaf_count=9242 33 21 624 99 24 30 2510 545 24 23 578 32 27 4205 20 182 614 24 20 24 560 23 114 107 141 44921 3632 25 109 232 34 560 21 25 20 26 32 26004 31 14022 21 179 20 30 73 28 816 759 335 20 21 249849 73 23 32 1194 20 36 86 21 46 internal_value=0 14.8473 -0.00807539 1.28946 41.0194 3.38578 -0.02735 0.852853 5.92497 9.26279 0.436495 3.46552 6.41112 -0.0389596 0.143653 2.18553 1.41657 0.774208 1.8843 0.905974 1.8148 5.6051 4.81443 2.57287 3.3043 -0.049209 0.295266 0.614559 4.26305 0.584171 0.557319 1.2538 1.71158 3.6498 0.330102 4.14448 0.0527728 0.0487529 2.01776 0.118465 0.333153 1.72791 3.51063 1.74208 1.61643 0.123115 0.261215 0.496027 -0.0614151 0.579212 2.37769 -0.0621887 0.053822 0.714156 0.810859 0.10803 0.600931 0.548502 -0.0828285 0.160768 1.87602 internal_weight=0 177 363045 5314 45 916 357731 4398 132 56 8735 76 194 348996 18547 226 2100 896 1204 206 1184 167 137 722 387 330449 7448 2594 216 846 2544 1287 672 50 2298 50 35324 35246 92 18321 4226 335 51 171 651 4854 2206 1304 295125 355 200 294770 14095 615 592 4826 44 135 902 41 78 internal_count=363222 177 363045 5314 45 916 357731 4398 132 56 8735 76 194 348996 18547 226 2100 896 1204 206 1184 167 137 722 387 330449 7448 2594 216 846 2544 1287 672 50 2298 50 35324 35246 92 18321 4226 335 51 171 651 4854 2206 1304 295125 355 200 294770 14095 615 592 4826 44 135 902 41 78 cat_boundaries=0 7 8 9 16 22 29 30 36 37 44 45 52 cat_threshold=78693504 142606400 67113296 0 4210688 16384 4 380 3440 2148564992 98372 2147483712 1179730208 8433153 2151704592 2 137399328 1208287264 528704 2214658048 16384 2 70550016 263168 272 1 4194304 0 128 7 9472512 134479876 280 1073774592 4194944 2048 3265 134283808 1074038272 135790592 1147404288 69888 0 128 1302 536887300 18087968 277878932 2149982720 571474064 8585284 128 is_linear=0 shrinkage=0.01 Tree=93 num_leaves=55 num_cat=7 split_feature=0 1 3 0 3 3 25 11 1 6 23 1 9 1 1 4 26 3 0 8 16 25 19 5 4 19 4 1 1 3 0 0 6 25 3 8 10 5 14 4 0 25 8 5 4 10 25 25 10 10 26 25 1 1 split_gain=4.07113e+08 4.09678e+08 1.87625e+08 1.0037e+08 4.23824e+07 2.33048e+07 1.90956e+07 1.80736e+07 1.44801e+07 1.33705e+07 1.13303e+07 1.05766e+07 9.99303e+06 3.61749e+07 7.71227e+06 7.16626e+06 1.41866e+07 8.51559e+06 5.70299e+06 1.02169e+07 7.29362e+06 5.45939e+06 6.11056e+06 5.25643e+06 4.29638e+06 3.72177e+06 4.34259e+06 2.79036e+07 4.75593e+06 3.62185e+06 3.58277e+06 3.48257e+06 2.98995e+06 2.92757e+06 2.79152e+06 2.72614e+06 2.49443e+06 2.31453e+06 2.97981e+06 1.97465e+06 2.29196e+06 1.67784e+06 1.67736e+06 1.57274e+06 1.31024e+06 1.46649e+06 1.24675e+06 1.23843e+06 1.11734e+06 1.08105e+06 1.01836e+06 938597 637849 801327 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 332.68500000000006 1118.1025000000002 205.56000000000003 0 2105.5980000000004 523.64669700000002 1324.2200000000003 8.5912500000000005 26.307400000000005 395.07800000000003 33.338199999999993 137.46340000000004 862.3225000000001 2022.5000000000002 14.522500000000003 992.19979999999998 99.087000000000003 635.52750000000003 1 769.6472500000001 492.24500000000006 1888.1190000000004 249.03525000000005 104.01000000000001 1098.6214000000002 1892.2623000000001 2725.8677800000005 747.41500000000008 21.467000000000002 368.02500000000003 2 543.62350000000004 761.67400000000009 543.00900000000013 425.55000000000007 96.289250000000024 64.946749999999994 1275.1415000000002 3 265.17450000000002 19.247500000000006 508.93250000000006 543.00900000000013 4 5 348.10000000000002 1564.7167200000001 2022.5000000000002 6 962.58510000000012 555.56875000000014 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 9 9 2 2 2 9 2 2 left_child=3 15 -3 5 6 11 9 18 21 10 14 33 31 -14 -5 16 -2 -18 36 24 -21 22 29 30 -20 26 27 -10 -28 -7 -11 46 -17 47 -25 -33 43 41 -39 52 48 -35 -15 -6 51 -46 -13 50 -41 -49 -1 -23 53 -8 right_child=1 2 -4 4 7 8 39 -9 25 23 -12 12 13 42 -16 32 17 -19 19 20 -22 44 -24 34 -26 -27 28 -29 -30 -31 -32 35 -34 37 -36 -37 -38 38 -40 40 -42 -43 -44 -45 45 -47 -48 49 -50 -51 -52 -53 -54 -55 leaf_value=0.4414074274381446 11.934594165400457 16.402543316754429 54.850673685709637 0.91789045235877453 0.16480131117502847 0.79764174487226358 0.089610585446589966 12.363421907424927 1.3542449594906398 5.5435350192676891 8.2794736606597912 0.18989938870950382 14.505445108867828 0.55497860212185812 2.0449849816447654 -0.11814153852916899 -0.99437107455162776 8.1231056642532344 10.333502515446055 1.2557120784960296 7.6469735583548371 0.34114692576964289 5.8299991424560549 4.8829365436450853 4.9211573756824842 5.5405377028970157 1.8009134305114964 13.109647390937806 -2.8500668172041577 4.7924791833628779 0.15086160932268416 0.30272084358046936 4.6298313777976565 -0.012162472564579972 8.8834145765593551 2.7444875092091769 5.3294616034723097 0.28888563643924292 2.3815717195700374 0.47626190561986842 3.6313298754856507 -0.071443236564386017 1.9368445714552009 2.8280264854431154 1.5809487493939636 -1.1250383488337199 -0.011100908736167829 0.027231442798708642 2.0905402325630189 1.8666947495937347 0.065446076273096024 -0.031354495490026377 -1.4535779036008396 1.9009574775695803 leaf_weight=1432 38 22 30 1150 30 1712 1059 30 105 22 25 4515 21 255 1286 21 21 20 44 57 26 1359 25 37 22 34 262 25 24 23 28 7607 36 59125 33 46 31 533 78 301 29 248411 134 85 121 24 9707 20237 50 32 1450 1341 26 25 leaf_count=1432 38 22 30 1150 30 1712 1059 30 105 22 25 4515 21 255 1286 21 21 20 44 57 26 1359 25 37 22 34 262 25 24 23 28 7607 36 59125 33 46 31 533 78 301 29 248411 134 85 121 24 9707 20237 50 32 1450 1341 26 25 internal_value=0 14.711 38.5842 -0.00844623 1.49341 -0.0268552 1.21597 4.96855 0.647331 1.73385 1.58164 -0.0364937 0.174384 1.72115 1.5129 5.583 7.53285 3.45318 4.21653 5.59286 3.25779 0.480023 0.916124 5.00003 8.52939 2.35945 2.09946 3.6149 1.41062 0.850599 2.52364 0.145393 2.88058 -0.0506785 6.76888 0.317398 2.81192 -0.0588255 0.556037 0.305213 0.929448 -0.060049 1.03099 2.13327 0.206292 1.13306 0.0528356 0.0577613 0.706216 0.0301207 0.25138 0.157285 0.0942599 0.131385 internal_weight=0 188 52 363034 4396 358638 4071 325 5055 2581 2461 353583 22285 410 2436 136 79 41 295 149 83 4605 1760 120 66 450 416 130 286 1735 50 21875 57 331298 70 7653 146 308147 611 1490 380 307536 389 115 2845 145 14222 23151 351 20269 2882 2700 1110 1084 internal_count=363222 188 52 363034 4396 358638 4071 325 5055 2581 2461 353583 22285 410 2436 136 79 41 295 149 83 4605 1760 120 66 450 416 130 286 1735 50 21875 57 331298 70 7653 146 308147 611 1490 380 307536 389 115 2845 145 14222 23151 351 20269 2882 2700 1110 1084 cat_boundaries=0 7 12 19 26 32 38 43 cat_threshold=212911616 142607876 68157712 1078001665 4210688 16384 132 3441696 134479872 528720 0 12649472 2684354560 360516 2415919296 1179910432 8432144 2151704592 2 49156 1225785344 9508884 2149605888 571610240 8585348 128 1346176 1024 1053000 1146356224 4216320 258 0 4 0 4194336 8390656 2147510272 201409024 1073775724 167772677 1074003969 4352 is_linear=0 shrinkage=0.01 Tree=94 num_leaves=57 num_cat=7 split_feature=0 1 9 0 2 4 1 25 6 4 6 23 0 7 2 9 2 4 4 26 7 25 1 6 7 26 11 7 25 4 9 5 1 26 1 2 25 2 11 13 18 12 19 2 5 4 5 0 11 10 25 11 25 6 25 1 split_gain=3.99011e+08 4.01526e+08 1.5672e+08 9.83724e+07 5.1534e+07 2.33118e+07 2.28777e+07 1.36582e+07 1.04154e+07 1.01272e+07 1.54609e+07 9.30088e+06 8.46979e+06 8.28031e+06 7.32279e+06 8.63369e+06 3.23209e+07 7.24898e+06 7.02365e+06 1.39042e+07 7.09758e+06 6.69407e+06 6.58019e+06 6.0607e+06 5.97437e+06 6.4886e+06 5.82721e+06 5.74976e+06 5.18794e+06 5.0477e+06 3.99189e+06 3.83113e+06 3.24212e+06 3.92286e+06 3.18335e+06 3.03704e+06 2.91068e+06 2.88047e+06 2.87823e+06 2.42103e+06 2.38677e+06 2.3806e+06 2.29613e+06 2.08019e+06 2.07159e+06 1.86577e+06 1.772e+06 1.7639e+06 1.54419e+06 1.53743e+06 1.24772e+06 1.20625e+06 1.08802e+06 870811 846963 455318 threshold=2778.6210000000005 2781.5828000000006 85.335000000000022 332.68500000000006 581.81775000000005 974.87180000000001 130.40580000000003 0 265.24250000000001 1292.0010000000002 1000.0509250000001 8.5912500000000005 1519.5755740000002 254.73937500000002 26.254000000000001 395.07800000000003 36.814700000000009 267.54662000000002 862.3225000000001 2022.5000000000002 438.06825000000003 1 4.6635000000000009 1937.6795000000002 610.83000000000004 2022.5000000000002 1413.4285000000002 1941.9625000000003 2 629.95226050000008 1329.0550000000001 1312.9050000000002 733.85806350000018 2022.5000000000002 137.46340000000004 2682.0900000000006 3 60.755900000000004 954.88100000000009 1063.1169900000002 292.29341500000004 55.966500000000011 311.85975000000008 354.40600000000001 199.50425000000004 537.37500000000011 1561.8224400000001 21.467000000000002 401.02700000000004 724.82817100000011 4 608.42750000000012 5 9.4137500000000021 6 860.12500000000011 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 9 2 left_child=3 18 -3 6 7 12 14 11 21 10 13 26 34 -7 36 29 -17 55 19 -2 -20 32 -21 24 42 -26 28 38 -5 35 -29 44 39 -34 53 -16 46 51 -11 -8 -18 -36 -10 -31 54 -39 50 52 -49 -46 -1 -23 -38 -6 -9 -14 right_child=1 2 -4 4 5 9 8 31 23 27 -12 -13 17 -15 15 16 40 -19 20 22 -22 37 -24 -25 25 -27 -28 30 -30 43 -32 -33 33 -35 41 -37 47 45 -40 -41 -42 -43 -44 -45 49 -47 -48 48 -50 -51 -52 -53 -54 -55 -56 -57 leaf_value=0.23377481824254351 11.815248281579269 59.291001305353078 23.909721182084855 3.5867628165295247 -0.23075964946372834 10.517090326309203 0.69805816002602361 0.4166116835041182 0.84029584235198107 4.7433122870262636 14.989057083129882 7.5901528807786791 9.5848949875831604 1.8844340579986574 0.10013842937342558 13.739309765611377 0.6512966442369309 2.1377443778130316 -1.1405228511810304 -0.49095640999930246 5.9707530570030212 0.030926152691834314 7.5237302386760714 5.3105739886944114 6.5510294523471737 1.8060169836663711 5.6547059510735904 5.1148447761535651 1.2816063416594858 2.6454237119142001 11.432987931489945 4.0754468018668044 3.4799821248007756 0.7860783417328544 1.9775276641646147 3.2843445879618329 -0.012294374122991565 0.46098215599745951 1.0907297488621304 4.2007037801742557 3.5285966223478318 3.5701972761899232 3.1393341694707453 0.2217063784140807 0.90439204176555976 1.8521369965099594 1.9531579582058656 0.039475700875450277 1.4239342256239902 3.5435282373428345 0.022581115272751799 1.6595986545604209 -0.071362015808416876 1.5148584951254038 -0.036739436415991852 7.5218317703578785 leaf_weight=3199 38 21 31 104 51 20 1482 901 781 94 30 26 20 25 19345 21 291 31 25 21 32 3983 20 39 41 97 34 20 1433 111 20 28 102 115 227 30 35556 1506 28 20 32 160 46 52 275 103 49 14961 81 24 21867 46 254682 65 757 23 leaf_count=3199 38 21 31 104 51 20 1482 901 781 94 30 26 20 25 19345 21 291 31 25 21 32 3983 20 39 41 97 34 20 1433 111 20 28 102 115 227 30 35556 1506 28 20 32 160 46 52 275 103 49 14961 81 24 21867 46 254682 65 757 23 internal_value=0 14.5639 38.1983 -0.00836166 1.47847 3.74974 -0.0265865 0.962332 0.490371 6.39027 9.42832 1.6477 2.66516 5.72117 -0.0389261 0.147462 1.71793 5.82392 5.52717 7.45752 2.85177 0.359987 3.41865 1.44579 1.28959 3.21577 1.55984 4.98376 1.46926 0.119812 8.27392 0.400611 0.904507 2.05234 2.20045 0.105069 -0.0501423 0.19202 3.90501 0.744698 0.936354 2.636 0.968175 1.87221 0.35008 0.550037 0.0533292 -0.0586546 0.0469309 1.11623 0.0496366 0.0495211 -0.0641287 0.747388 0.211914 8.4814 internal_weight=0 188 52 363034 4396 814 358638 3582 8361 237 75 1597 577 45 350277 19882 344 74 136 79 57 7357 41 1004 965 138 1571 162 1537 19538 40 1985 1719 217 503 19375 330395 5638 122 1502 323 387 827 163 1957 1609 25115 305280 15042 299 25066 4029 290238 116 1658 43 internal_count=363222 188 52 363034 4396 814 358638 3582 8361 237 75 1597 577 45 350277 19882 344 74 136 79 57 7357 41 1004 965 138 1571 162 1537 19538 40 1985 1719 217 503 19375 330395 5638 122 1502 323 387 827 163 1957 1609 25115 305280 15042 299 25066 4029 290238 116 1658 43 cat_boundaries=0 7 12 18 25 31 37 43 cat_threshold=9471488 8389120 67109136 4259840 4210688 16384 132 68190336 262144 1048896 262144 4194304 512 0 67108864 0 0 16384 536870912 360452 2415923396 1178665248 8424576 2151704592 2 0 65540 0 4194336 8390784 2147508224 2147516420 17825856 9440273 2150777344 571617808 277020804 136314884 1208222820 135794688 1073741824 8393984 128 is_linear=0 shrinkage=0.01 Tree=95 num_leaves=58 num_cat=13 split_feature=3 4 12 0 1 2 25 1 11 1 0 1 25 2 1 2 6 3 10 1 3 19 1 25 24 0 0 8 5 16 24 2 20 1 25 5 5 25 2 8 4 6 11 6 6 3 5 25 24 25 25 10 25 3 25 0 10 split_gain=4.35701e+08 5.53038e+08 2.60389e+08 1.23445e+08 4.77847e+07 2.85645e+07 2.66161e+07 3.90927e+07 2.29304e+07 1.56698e+07 1.94622e+07 1.28747e+07 1.19315e+07 1.0836e+07 1.05656e+07 9.25245e+06 1.36009e+07 8.3564e+06 8.20476e+06 3.39364e+07 6.91076e+06 6.82637e+06 7.36285e+06 6.47953e+06 1.01308e+07 1.35323e+07 5.75563e+06 4.49277e+06 7.32012e+06 4.40058e+06 4.18417e+06 3.57879e+06 3.35051e+06 3.31741e+06 3.28615e+06 3.25464e+06 3.12904e+06 3.07727e+06 2.83593e+06 2.76625e+06 2.58638e+06 2.56489e+06 2.45881e+06 2.29047e+06 2.1846e+06 2.64226e+06 2.14564e+06 2.09019e+06 2.02486e+06 3.39273e+06 1.8003e+06 1.66853e+06 1.39256e+06 1.23825e+06 1.21077e+06 833644 682156 threshold=2725.8677800000005 2693.9010000000007 85.709000000000017 474.29950500000001 733.85806350000018 234.80250000000004 0 2781.5828000000006 2105.5980000000004 97.214750000000024 2778.6210000000005 26.307400000000005 1 1468.575 1098.6214000000002 1468.575 1324.2200000000003 453.37980000000005 246.87250000000003 31.194500000000001 991.56000000000017 430.74300000000011 1256.4300000000001 2 3 688.40820000000008 127.53000000000002 613.57500000000016 92.948000000000022 635.52750000000003 4 19.645125000000004 307.15000000000003 279.9935000000001 5 342.68350000000004 406.08214000000004 6 1271.7445000000002 1017.6571000000002 508.93250000000006 1136.6981000000003 304.87800000000004 35.444500000000012 1000.0509250000001 698.94000000000005 288.75836000000004 7 8 9 10 111.71950000000002 11 149.268 12 55.47025750000001 416.12500000000006 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 1 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 9 1 9 9 2 9 2 9 2 2 left_child=3 15 -3 5 9 11 7 14 20 23 13 37 17 30 -6 27 -17 33 26 -20 32 22 -19 24 25 -5 47 28 31 -22 -11 -2 -8 36 -28 -15 -7 48 -16 46 50 -35 -21 52 45 -42 -25 -13 49 -1 55 -45 -39 -26 -50 -14 -52 right_child=1 2 -4 4 6 12 8 -9 -10 10 -12 18 40 35 38 16 -18 21 19 42 29 -23 -24 39 53 -27 34 -29 -30 -31 -32 -33 -34 41 -36 -37 -38 43 -40 -41 44 -43 -44 51 -46 -47 -48 -49 54 -51 56 -53 -54 -55 -56 -57 -58 leaf_value=0.68283533200578661 -0.48214616081931377 23.695834307861329 71.460901285807296 0.36645173744721843 11.13867784731316 0.59514717606548684 1.8102325990009893 21.634909591674806 11.559702736176551 2.5381549280955928 11.012375440406799 0.2060530617719192 0.38783626297249596 9.9709608192443859 2.0570236855745314 14.293906696153725 3.162850588843936 1.9562014163425028 12.661004602909088 0.47933939902338923 3.7538659671500874 7.6354490287215615 7.9619648031754924 0.12086438695077735 -0.2963721661088623 7.5259633298353723 1.4014985892385179 -0.32468358675638831 9.4216157681291754 8.028213431450629 1.128391929850463 5.3626097583770749 5.7593106012759003 1.6633768647795477 0.43957313901526252 4.3971815213290126 2.1918628001553673 -0.0069324623352365758 6.7863709949311763 3.6253897987365726 1.2136230630328857 5.1786936759948734 1.7564877286813791 0.05764232434522288 -1.3548351918734036 4.3117790707674892 1.62942979241793 -0.00030288078874892582 -0.046165141652255395 -0.058419978358942325 0.0046727939779799737 0.55229469131365383 -0.069120375095558378 1.8943221291373757 0.15872218428050619 0.99602124347122845 1.0579672472178936 leaf_weight=1378 22 25 21 44 33 995 326 22 32 473 25 9810 693 20 32 23 21 283 25 562 108 27 22 1009 107 66 433 24 22 31 486 20 23 367 2010 22 140 41634 21 25 166 22 206 8974 26 33 104 9824 6929 1117 1566 738 267113 34 4928 334 64 leaf_count=1378 22 25 21 44 33 995 326 22 32 473 25 9810 693 20 32 23 21 283 25 562 108 27 22 1009 107 66 433 24 22 31 486 20 23 367 2010 22 140 41634 21 25 166 22 206 8974 26 33 104 9824 6929 1117 1566 738 267113 34 4928 334 64 internal_value=0 15.6426 45.5016 -0.00654373 1.99913 -0.0234775 4.45651 8.91426 3.29585 1.36011 2.29735 -0.0337524 0.747856 2.07969 6.69669 5.23718 8.98136 1.37103 0.195759 1.19515 2.8215 2.81604 2.3894 0.667804 2.09016 4.27365 0.159862 3.36509 4.74876 4.70714 1.86195 2.30107 2.07049 1.06524 0.617602 7.05136 0.792099 -0.0495239 3.93092 0.332794 0.340593 1.86219 0.821908 -0.0559786 1.37122 1.72739 0.261826 0.102906 0.0936754 0.35207 0.254599 0.0952302 -0.0607369 0.216524 0.039052 0.579982 0.0457485 internal_weight=0 178 46 363462 3043 360419 628 108 520 2415 1026 355681 4738 1001 86 132 44 1856 22870 793 488 332 305 1389 251 110 22077 88 64 139 959 42 349 1524 2443 42 1135 332811 53 1138 2882 389 768 318459 225 199 1113 19634 14352 2495 2657 9712 308747 141 11857 1027 1630 internal_count=363640 178 46 363462 3043 360419 628 108 520 2415 1026 355681 4738 1001 86 132 44 1856 22870 793 488 332 305 1389 251 110 22077 88 64 139 959 42 349 1524 2443 42 1135 332811 53 1138 2882 389 768 318459 225 199 1113 19634 14352 2495 2657 9712 308747 141 11857 1027 1630 cat_boundaries=0 7 13 20 21 22 26 33 40 41 48 55 61 68 cat_threshold=1048576 0 0 1073741824 0 0 128 2150925856 1073742336 67109136 262145 4198400 16384 135266816 262144 1048576 0 4195328 0 128 2354 3124 75530240 134217792 0 1073741824 1074790400 98308 1 1111687728 9472000 79718400 2 20219392 135562244 1053504 1074037249 2151678720 2306 128 3 1048576 4 0 1073807392 2048 0 2 134283264 328780 168296448 1073741824 1280 2 4 2147516416 1074004080 2424377476 2150646016 537003024 268666066 1048576 0 0 1073938976 32768 4194304 2 is_linear=0 shrinkage=0.01 Tree=96 num_leaves=55 num_cat=11 split_feature=3 4 7 0 1 2 22 25 1 1 0 1 25 1 2 9 7 2 9 1 3 3 23 1 19 25 0 0 2 25 5 7 5 5 25 1 1 4 3 0 7 24 25 4 24 3 25 11 14 25 7 25 0 7 split_gain=4.2703e+08 5.42033e+08 1.9442e+08 1.21003e+08 4.68291e+07 2.7996e+07 2.72873e+07 3.18212e+07 3.85132e+07 1.53648e+07 1.90733e+07 1.26194e+07 1.16941e+07 1.06991e+07 1.06188e+07 9.12495e+06 1.71047e+07 1.09503e+07 9.11784e+06 3.54965e+07 8.29116e+06 8.19282e+06 8.03892e+06 7.36592e+06 7.95054e+06 6.80876e+06 1.07389e+07 6.0438e+06 4.44102e+06 4.19725e+06 4.06899e+06 3.64673e+06 3.28468e+06 3.18987e+06 3.01625e+06 2.9317e+06 2.56458e+06 2.53491e+06 2.23853e+06 2.0739e+06 1.99066e+06 1.98487e+06 3.32571e+06 1.92957e+06 1.78674e+06 3.28082e+06 1.76447e+06 1.66488e+06 1.65353e+06 1.63941e+06 1.31057e+06 1.18672e+06 817054 704921 threshold=2725.8677800000005 2693.9010000000007 2822.9627650000007 474.29950500000001 733.85806350000018 234.80250000000004 198.21100000000004 0 2781.5828000000006 97.214750000000024 2778.6210000000005 26.307400000000005 1 1098.6214000000002 1468.575 360.85390500000005 712.24900000000014 141.77045000000001 395.07800000000003 35.773000000000003 991.56000000000017 481.20000000000005 1.4250000000000003 1256.4300000000001 430.74300000000011 2 1275.1415000000002 127.53000000000002 367.00960450000008 3 772.27550000000008 96.700500000000019 425.55000000000007 342.68350000000004 4 279.9935000000001 1256.4300000000001 508.93250000000006 61.05355500000001 8.9635000000000016 2822.9627650000007 5 6 70.089000000000013 7 698.94000000000005 8 304.87800000000004 220.43000000000004 9 339.411 10 55.47025750000001 826.12250000000006 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 1 9 2 1 2 9 2 2 9 2 9 2 2 left_child=3 15 -3 5 9 11 7 8 13 22 14 34 21 -6 29 16 17 -2 27 -20 30 32 25 24 -23 26 -5 38 -22 -11 -9 -27 35 -16 41 -7 -29 46 -13 40 -36 42 -1 -34 50 -46 52 -21 -17 -41 -39 -43 -14 -48 right_child=1 2 -4 4 6 12 -8 20 -10 10 -12 18 37 -15 33 48 -18 -19 19 47 28 23 -24 -25 -26 31 -28 36 -30 -31 -32 -33 43 -35 39 -37 -38 44 -40 49 -42 51 -44 -45 45 -47 53 -49 -50 -51 -52 -53 -54 -55 leaf_value=0.67605617230151516 0.31318581422170005 22.615448303222657 63.888786431884768 1.4139567326244555 11.027291099085954 0.61087316847730355 15.102843551635743 1.3659798279482191 21.418560638427735 2.4777941735056874 10.902251684570313 0.057358481139087536 0.38395790694251897 3.7473931308893054 9.8712512969970714 -0.83579466629028321 14.609801099300384 8.2364463481387578 14.265244384720214 0.58863642900910418 0.5103684189206078 1.9340626883772669 6.9552371330261238 8.4168964394656101 8.0596794518180523 0.11266637956244605 9.0869854609171554 0.58537035024820783 5.4719456541910771 1.0665522637106317 3.9348067723512652 1.531285849923957 0.47251196489884301 4.3532098562067203 -0.063076544143725391 1.7286812587111604 3.2735225529140894 1.0577732028961182 0.33969728066196553 0.11247720789737164 2.6034140614420176 -0.045704156052123093 -0.057840964217416566 2.6622020678038005 1.5130131080064431 5.7811799754267161 0.020146869160281324 1.9006116119440455 3.2305687522888182 -0.050394283178241239 -1.2652580115374397 0.1571381756802738 0.9860610294948795 1.7467229398091635 leaf_weight=1378 33 21 25 76 33 1006 23 269 22 503 25 16455 693 52 20 20 22 37 21 329 21 269 20 22 23 1050 24 2506 128 456 80 219 52 22 293719 306 36 85 3386 12583 28 6929 1117 178 83 23 1606 137 20 12129 34 4928 334 24 leaf_count=1378 33 21 25 76 33 1006 23 269 22 503 25 16455 693 52 20 20 22 37 21 329 21 269 20 22 23 1050 24 2506 128 456 80 219 52 22 293719 306 36 85 3386 12583 28 6929 1117 178 83 23 1606 137 20 12129 34 4928 334 24 internal_value=0 15.4862 45.0466 -0.00647653 1.97926 -0.023242 4.41194 4.00551 8.80319 1.34666 2.27473 -0.0334141 0.740377 6.57371 2.05926 5.18481 6.91847 4.50119 0.193811 1.54746 2.74283 1.35732 0.661126 2.83697 2.41656 0.569174 2.95953 0.164358 4.77266 1.84371 1.95482 0.354692 1.06482 6.98085 -0.0490285 0.871581 0.62344 0.337187 0.105541 -0.0554189 -0.0628224 0.0927438 0.348575 2.16714 1.35751 2.22886 0.252053 0.974346 1.19739 0.0325627 0.363503 0.0386624 0.574182 0.045291 internal_weight=0 178 46 363462 3043 360419 628 605 107 2415 1026 355681 4738 85 1001 132 92 70 22870 487 498 1856 1389 314 292 1369 100 22383 149 959 349 1269 1542 42 332811 1312 2542 2882 19841 318459 293747 14352 2495 230 225 106 2657 466 40 24712 119 11857 1027 1630 internal_count=363640 178 46 363462 3043 360419 628 605 107 2415 1026 355681 4738 85 1001 132 92 70 22870 487 498 1856 1389 314 292 1369 100 22383 149 959 349 1269 1542 42 332811 1312 2542 2882 19841 318459 293747 14352 2495 230 225 106 2657 466 40 24712 119 11857 1027 1630 cat_boundaries=0 7 13 18 21 28 29 36 37 44 51 58 cat_threshold=1048576 0 0 1073741824 0 0 128 2150925856 1073742336 67109136 262145 4198400 16384 135266816 0 0 0 4194304 1081856 134217728 4352 1074790400 98308 1 1111687728 9472000 79718400 2 3 1048576 4 0 1073807392 2048 0 2 190 134283264 328780 168296448 1073741824 1280 2 4 142986756 1208222816 70480 67117056 2151679232 2 200 1048576 0 0 1073938976 32768 4194304 2 is_linear=0 shrinkage=0.01 Tree=97 num_leaves=56 num_cat=10 split_feature=3 4 12 0 1 2 22 25 4 1 0 1 25 2 2 6 9 1 12 3 3 23 1 19 25 0 1 0 8 5 2 24 5 2 3 5 5 25 1 6 1 4 6 3 6 3 24 25 8 25 10 25 25 1 10 split_gain=4.18532e+08 5.31246e+08 2.53809e+08 1.18609e+08 4.58928e+07 2.74389e+07 2.67443e+07 3.1188e+07 3.83312e+07 1.50655e+07 1.86922e+07 1.23683e+07 1.14614e+07 1.0406e+07 8.97211e+06 1.32873e+07 8.9364e+06 3.47901e+07 8.80415e+06 8.12616e+06 8.02978e+06 7.87894e+06 7.21934e+06 7.79233e+06 6.67327e+06 1.05252e+07 6.10861e+06 5.92353e+06 4.38585e+06 7.11635e+06 4.35264e+06 4.11694e+06 3.98802e+06 3.44357e+06 3.39576e+06 3.21931e+06 3.12639e+06 2.96321e+06 2.87336e+06 2.81908e+06 2.51354e+06 2.48446e+06 2.27609e+06 2.20135e+06 2.13512e+06 2.5504e+06 1.85708e+06 3.55278e+06 1.75959e+06 1.72936e+06 1.71414e+06 1.25597e+06 1.1858e+06 806140 667481 threshold=2725.8677800000005 2693.9010000000007 85.709000000000017 474.29950500000001 733.85806350000018 234.80250000000004 198.21100000000004 0 29.837500000000002 97.214750000000024 2778.6210000000005 26.307400000000005 1 1468.575 1468.575 1324.2200000000003 395.07800000000003 35.773000000000003 32.856000000000009 991.56000000000017 481.20000000000005 1.4250000000000003 1256.4300000000001 430.74300000000011 2 1275.1415000000002 1256.4300000000001 127.53000000000002 613.57500000000016 92.948000000000022 367.00960450000008 3 772.27550000000008 19.645125000000004 318.67100000000011 425.55000000000007 342.68350000000004 4 279.9935000000001 1136.6981000000003 1256.4300000000001 508.93250000000006 35.444500000000012 142.73850000000002 1000.0509250000001 698.94000000000005 5 6 214.54600000000002 7 111.71950000000002 8 9 6.4419000000000004 416.12500000000006 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 9 2 9 2 9 9 2 2 left_child=3 14 -3 5 9 11 7 8 26 21 13 37 20 31 28 -16 27 -18 -10 32 35 24 23 -22 25 -5 -6 43 29 33 -21 -11 -9 -2 -26 38 -15 46 -7 -37 -29 49 51 -13 45 -43 47 -1 -19 53 -44 -39 -48 -14 -51 right_child=1 2 -4 4 6 12 -8 19 18 10 -12 16 41 36 15 -17 17 48 -20 30 22 -23 -24 -25 34 -27 -28 40 -30 -31 -32 -33 -34 -35 -36 39 -38 42 -40 -41 -42 44 50 -45 -46 -47 52 -49 -50 54 -52 -53 -54 -55 -56 leaf_value=0.66606230112761367 -0.48695503776723692 23.067628613281251 70.225328579857234 1.399817136463366 12.973836857931953 0.60476443797438806 14.951815296670667 1.3523200106000368 7.8946580229865191 2.4956956779858097 10.793229089355469 0.075141486776104827 0.30686983923043459 9.772538658142091 14.070934155920277 3.0689346649533231 14.122591743923369 0.43410404358463789 0.41807175363813132 0.50526472818283807 1.9147220548643942 6.8856848907470702 8.3327275310863147 7.9790827643353008 0.1609553131169541 8.9961156574885042 20.514062597101383 0.57951664569043104 -0.35615610122680663 9.2639127609946517 5.4172261489485392 1.0995442827790975 3.8954587309956548 5.2463180179595952 1.7407133559719208 1.7945358912682421 4.309677668484774 -0.010882438779568218 1.7113944432840629 5.638103153364999 3.240787334442139 1.1912889677286149 0.058243210199363835 0.48257750586791004 -1.3510720429053675 4.235111867731268 -0.032282301015676043 0.0036061219079762731 1.6763766176377111 0.0042040872834575287 0.56742873136480376 -0.068945685193693484 0.1535725786247466 0.86784655780880005 1.0461069867014885 leaf_weight=1411 22 25 21 76 21 1006 23 269 36 473 25 18412 538 20 23 21 21 267 28 21 269 20 22 23 1114 24 22 2506 24 22 128 486 80 20 155 209 22 43483 306 21 36 166 8777 1429 26 33 10715 1892 199 1566 715 260778 5040 489 64 leaf_count=1411 22 25 21 76 21 1006 23 269 36 473 25 18412 538 20 23 21 21 267 28 21 269 20 22 23 1114 24 22 2506 24 22 128 486 80 20 155 209 22 43483 306 21 36 166 8777 1429 26 33 10715 1892 199 1566 715 260778 5040 489 64 internal_value=0 15.3313 44.5961 -0.00641058 1.95958 -0.0230093 4.36782 3.96545 8.71516 1.33334 2.25233 -0.0330797 0.732974 2.03902 5.13296 8.81998 0.191873 1.53199 4.62365 2.71541 1.34375 0.654515 2.8086 2.39239 0.563483 2.92994 16.8316 0.162715 3.28945 4.65655 4.72494 1.82565 1.93527 2.24317 0.351145 1.05418 6.91104 -0.0485379 0.862866 2.14547 0.617206 0.333815 -0.0558912 0.104486 1.34393 1.69604 0.0725114 0.287755 0.964602 0.249532 0.0965984 -0.0606503 0.0272321 0.568441 0.0448381 internal_weight=0 178 46 363462 3043 360419 628 605 107 2415 1026 355681 4738 1001 132 44 22870 487 64 498 1856 1389 314 292 1369 100 43 22383 88 64 149 959 349 42 1269 1542 42 332811 1312 230 2542 2882 313753 19841 225 199 19058 3303 466 2657 9492 304261 15755 1027 1630 internal_count=363640 178 46 363462 3043 360419 628 605 107 2415 1026 355681 4738 1001 132 44 22870 487 64 498 1856 1389 314 292 1369 100 43 22383 88 64 149 959 349 42 1269 1542 42 332811 1312 230 2542 2882 313753 19841 225 199 19058 3303 466 2657 9492 304261 15755 1027 1630 cat_boundaries=0 7 13 18 19 26 27 34 41 47 54 cat_threshold=1048576 0 0 1073741824 0 0 128 2150925856 1073742336 67109136 262145 4198400 16384 135266816 0 0 0 4194304 3124 3222274048 98372 2147549185 1111687728 9603072 79719488 2 3 1048576 4 2147483648 1073807392 2048 0 2 134283264 328780 168296448 1073741824 1280 2 4 536903684 1090781232 276828356 2150646016 536872081 268664982 2148532224 64 2147483648 1073938976 163840 4195392 2 is_linear=0 shrinkage=0.01 Tree=98 num_leaves=55 num_cat=11 split_feature=3 4 12 0 1 22 25 4 2 1 0 2 1 12 25 9 7 1 9 1 3 23 0 12 25 0 1 11 0 25 2 18 2 7 12 1 5 25 6 25 4 6 3 7 6 3 24 25 8 25 25 25 0 7 split_gain=4.10204e+08 5.20675e+08 2.48758e+08 1.16262e+08 4.49828e+07 2.70582e+07 3.45474e+07 7.58174e+07 2.68928e+07 1.68881e+07 1.45716e+07 1.22183e+07 1.21221e+07 1.13077e+07 1.12333e+07 8.85761e+06 1.67496e+07 1.06322e+07 8.75857e+06 3.40977e+07 7.87272e+06 7.72215e+06 7.62671e+06 7.4738e+06 6.54047e+06 1.03157e+07 6.22222e+06 5.8375e+06 5.80565e+06 5.47495e+06 5.31945e+06 3.7268e+06 3.68207e+06 3.55455e+06 3.30193e+06 3.12443e+06 2.95454e+06 2.90443e+06 2.49179e+06 2.4657e+06 2.43502e+06 2.2308e+06 2.16707e+06 2.12782e+06 2.09263e+06 2.49964e+06 1.82039e+06 3.48258e+06 1.7391e+06 1.69494e+06 1.23098e+06 1.16196e+06 795723 689805 threshold=2725.8677800000005 2693.9010000000007 85.709000000000017 474.29950500000001 860.12500000000011 198.21100000000004 0 29.837500000000002 234.80250000000004 97.214750000000024 2778.6210000000005 1468.575 26.307400000000005 1132.9885000000002 1 360.85390500000005 712.24900000000014 962.58510000000012 395.07800000000003 35.773000000000003 453.37980000000005 1.4250000000000003 1117.6621800000003 32.856000000000009 2 1275.1415000000002 1256.4300000000001 1085.4300000000001 127.53000000000002 3 193.49000000000004 621.40117000000009 137.75200000000004 96.700500000000019 371.74280000000005 279.9935000000001 406.08214000000004 4 1136.6981000000003 5 508.93250000000006 35.444500000000012 61.05355500000001 77.917750000000026 1000.0509250000001 698.94000000000005 6 7 613.57500000000016 8 9 10 55.47025750000001 826.12250000000006 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 1 9 2 9 9 9 2 2 left_child=3 15 -3 8 9 6 7 -6 12 21 11 29 37 30 20 16 17 32 28 -20 35 24 -13 -9 25 -5 31 -15 42 -11 -8 -22 -2 -26 -17 36 -10 46 -37 -30 49 50 -14 -43 45 -42 47 -1 -21 52 -39 -48 -16 -51 right_child=1 2 -4 4 5 -7 13 23 14 10 -12 22 18 27 40 34 -18 -19 19 48 26 -23 -24 -25 33 -27 -28 -29 39 -31 -32 -33 -34 -35 -36 38 -38 41 -40 -41 44 43 -44 -45 -46 -47 51 -49 -50 53 -52 -53 -54 -55 leaf_value=0.65944855264333624 -0.58160079172679358 22.836952044677734 69.523076796758744 1.3858189914101049 21.215303275334207 15.46597340670499 -0.19162162156899773 6.4112188241141181 0.57703932516823464 2.4279907452463658 9.290604847053002 3.5984674146098472 0.056033481005617433 2.951403897149222 0.37499352239663636 -1.7200664567947388 14.400783630717886 10.154321704344316 13.981365634146192 0.65196740621551474 2.0608482153216996 6.8168280029296877 11.297112759676848 -0.52029499326433448 0.10866635966457072 8.9061545912424727 7.6371314970652264 8.9688816206078776 1.2722648854298979 0.86163555265792524 2.6543545015554861 6.5249287338256838 5.0362814795970916 1.5092418730122859 4.0261751289367673 1.6109614795316469 2.1285959316790106 -0.010773639079875094 5.0758277234164151 0.45741534405733958 1.1793760849697044 0.036094934635157838 0.33382938223639563 0.47215200270376645 -1.3375613403320312 4.1927607426498881 -0.031720963179361121 0.0035702479556281239 2.1866725113080894 0.019514106669431902 -0.068256253494533348 0.15251773905868601 0.96918473784081249 1.727477151552836 leaf_weight=1411 28 25 21 76 38 22 90 35 995 657 29 31 16455 28 693 20 22 22 21 374 288 20 22 28 1050 24 24 38 458 393 243 20 20 219 20 367 140 43483 22 2084 166 8196 3386 1296 26 33 10742 1892 92 1606 260778 5013 334 24 leaf_count=1411 28 25 21 76 38 22 90 35 995 657 29 31 16455 28 693 20 22 22 21 374 288 20 22 28 1050 24 24 38 458 393 243 20 20 219 20 367 140 43483 22 2084 166 8196 3386 1296 26 33 10742 1892 92 1606 260778 5013 334 24 internal_value=0 15.178 44.1502 -0.00634529 1.9401 4.61202 4.13445 9.15321 -0.0227791 1.38685 2.29349 2.10952 -0.0327487 2.57022 0.725644 5.08163 6.78971 4.39766 0.189954 1.51667 1.33031 0.64797 6.79413 3.33055 0.557848 2.90064 2.73287 6.41601 0.161088 1.87306 1.88517 2.35072 1.75918 0.347634 1.15305 1.0335 0.768421 -0.0480523 1.80692 0.611034 0.330477 -0.0553324 0.103441 0.0956324 1.33049 1.67908 0.0717904 0.284898 0.954956 0.247037 -0.0600438 0.0269605 0.562756 0.0443897 internal_weight=0 178 46 363462 3043 522 500 101 360419 2521 1132 1103 355681 399 4738 132 92 70 22870 487 1856 1389 53 63 1369 100 332 66 22383 1050 333 308 48 1269 40 1524 1135 332811 389 2542 2882 313753 19841 9492 225 199 19058 3303 466 2657 304261 15755 1027 1630 internal_count=363640 178 46 363462 3043 522 500 101 360419 2521 1132 1103 355681 399 4738 132 92 70 22870 487 1856 1389 53 63 1369 100 332 66 22383 1050 333 308 48 1269 40 1524 1135 332811 389 2542 2882 313753 19841 9492 225 199 19058 3303 466 2657 304261 15755 1027 1630 cat_boundaries=0 5 11 16 21 28 32 33 40 47 53 60 cat_threshold=1048576 0 16 1073741824 16384 2150925856 1073742336 67109136 262145 4198400 16384 135266816 0 0 0 4194304 1082880 134218752 67113216 0 4194304 3222274048 98372 2147549185 1111687728 9603072 79719488 2 75530240 134217792 0 1073741824 3 1048576 4 2147483648 1073807392 2048 0 2 134283264 328780 168296448 1073741824 1280 2 4 536903684 1090781232 276828356 2150646016 536872081 268664982 2148532224 64 2147483648 1073938976 1212416 4195392 2 is_linear=0 shrinkage=0.01 Tree=99 num_leaves=59 num_cat=10 split_feature=3 4 12 1 2 3 25 2 24 6 1 3 9 7 1 1 9 1 24 15 6 7 1 10 16 11 4 2 9 10 26 2 1 6 13 25 12 8 25 2 25 6 7 8 3 2 24 25 16 12 10 12 25 25 10 8 8 13 split_gain=4.0204e+08 5.10313e+08 2.43808e+08 9.85525e+07 3.65929e+07 2.24695e+07 1.81077e+07 1.44059e+07 1.43901e+07 1.64499e+07 1.1943e+07 1.69144e+07 8.68134e+06 1.64163e+07 1.04206e+07 7.74416e+06 8.66627e+06 3.2617e+07 7.30818e+06 9.58614e+06 6.38413e+06 6.21915e+06 5.85918e+06 4.58407e+06 4.12997e+06 3.93508e+06 3.75245e+06 3.6088e+06 3.5325e+06 4.97549e+06 4.23014e+06 7.71636e+06 3.80347e+06 3.49731e+06 3.46243e+06 3.36903e+06 3.23622e+06 2.61414e+06 2.60903e+06 2.70319e+06 2.53761e+06 2.25807e+06 2.30167e+06 2.15196e+06 1.88187e+06 1.70687e+06 1.497e+06 3.12263e+06 1.44126e+06 1.8153e+06 1.63452e+06 1.43392e+06 1.34771e+06 1.33787e+06 945285 867706 860842 665627 threshold=2725.8677800000005 2693.9010000000007 85.709000000000017 354.74564000000004 967.39580000000012 138.47650000000002 0 251.15409550000004 1 1324.2200000000003 2781.5828000000006 52.077999000000005 360.85390500000005 712.24900000000014 962.58510000000012 26.307400000000005 395.07800000000003 35.773000000000003 2 1020.6662500000001 610.50250000000017 762.97500000000002 1892.2623000000001 941.87500000000011 191.94000000000003 219.41800000000003 727.60250000000008 137.75200000000004 712.7850000000002 767.74042000000009 2022.5000000000002 2682.0900000000006 585.22500000000014 306.15750000000008 942.81900000000007 3 371.74280000000005 1350.3896175000002 4 967.39580000000012 5 155.78 171.00000000000003 613.57500000000016 306.80800000000005 1827.1555000000001 6 7 297.94714950000008 266.68300000000005 856.19400000000007 452.93529999999998 8 9 676.98000000000013 71.893140000000002 151.3821025 359.62500000000006 decision_type=2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 9 2 2 2 2 2 1 9 2 2 2 2 9 9 2 2 2 2 left_child=3 12 -3 5 6 15 10 25 9 22 18 -12 13 14 27 35 38 -18 19 -5 -20 23 26 34 33 40 -6 -2 30 -30 31 -10 -32 -23 -9 46 -14 51 39 -17 44 52 -43 -19 -7 -31 47 -1 50 -50 -27 54 -37 -48 -8 -40 -42 -53 right_child=1 2 -4 4 8 7 37 21 28 -11 11 -13 36 -15 -16 16 17 43 20 -21 -22 24 -24 -25 -26 48 -28 -29 29 45 32 -33 -34 -35 -36 41 -38 -39 55 -41 56 42 -44 -45 -46 -47 53 -49 49 -51 -52 57 -54 -55 -56 -57 -58 -59 leaf_value=0.52935198835227548 -0.5757847988605499 22.608583142089842 68.82784536815825 2.1178034644759114 2.8830572737888853 0.29303523540709703 0.15888215861051821 1.0875245607553041 2.24388913272676 12.958993160402454 12.178088609255278 0.26427207079800691 -1.702865725517273 14.25677563797344 10.052778238816696 0.2239354844649922 13.885756493523008 0.52810595078205846 0.68472941874410853 7.8516797593434653 2.7158387188179787 2.2872746528046473 9.6752615586916608 4.8941261297814984 0.88339227171505197 0.74223097781032255 7.5004966084162392 4.9859184998273847 7.7566430002848312 4.4864465604509629 3.1045180773735046 9.0211082859039315 -0.87801977773813111 6.7517430856633691 5.0076125468378487 -0.012485093918386897 3.9859134044647218 3.7466438696601179 -0.022056368056081591 2.4878704138296959 0.034978174880311685 0.12868764698252483 1.0385180603414774 2.9759001756268879 0.92439073549354123 1.0249811475030308 0.21180453885530098 0.031144746550130564 3.5581236989825378 0.83383616367553148 3.3804921165466313 1.0513800100485484 -0.067105157538484242 -0.02067581475216464 1.8239429152352469 0.37317119941891741 0.57770176714454491 3.2227525359392168 leaf_weight=2027 28 25 21 1038 66 1260 1320 1106 105 37 26 22 20 22 22 10798 21 218 854 30 189 28 24 34 34 387 24 20 30 28 38 20 65 47 23 54974 20 22 8366 53 3264 2121 320 43 755 29 3097 3307 51 47 25 48 253897 12173 35 595 321 20 leaf_count=2027 28 25 21 1038 66 1260 1320 1106 105 37 26 22 20 22 22 10798 21 218 854 30 189 28 24 34 34 387 24 20 30 28 38 20 65 47 23 54974 20 22 8366 53 3264 2121 320 43 755 29 3097 3307 51 47 25 48 253897 12173 35 595 321 20 internal_value=0 15.0262 43.7087 -0.00628026 1.54108 -0.0238036 1.20012 0.522209 4.17802 6.72039 1.77701 6.71759 5.03081 6.72181 4.35368 -0.0352541 0.155376 1.89607 1.67309 2.25773 1.04278 1.4904 5.28509 1.27633 3.77441 0.320648 4.11437 1.74159 2.66146 4.46028 2.0918 3.32824 0.591266 5.08501 1.16738 -0.0467947 1.14152 0.323649 0.130599 0.234777 0.244063 -0.0549903 0.247961 0.931382 0.526982 2.72535 0.0770244 0.221107 1.16159 2.25158 0.90232 0.273003 -0.0573863 0.0265827 0.201891 0.00418162 0.083341 1.69002 internal_weight=0 178 46 363462 4070 359392 3604 7382 466 151 2159 48 132 92 70 352010 20094 282 2111 1068 1043 1272 114 1163 109 6110 90 48 315 87 228 125 103 75 1129 331916 40 1445 19812 10851 5600 311312 2441 261 2015 57 20604 5334 510 98 412 1423 308871 15270 1355 8961 3585 68 internal_count=363640 178 46 363462 4070 359392 3604 7382 466 151 2159 48 132 92 70 352010 20094 282 2111 1068 1043 1272 114 1163 109 6110 90 48 315 87 228 125 103 75 1129 331916 40 1445 19812 10851 5600 311312 2441 261 2015 57 20604 5334 510 98 412 1423 308871 15270 1355 8961 3585 68 cat_boundaries=0 7 8 9 16 22 27 28 33 40 46 cat_threshold=11585024 1216349696 67113296 1073741824 4210688 0 4 2320 317 3222274048 98372 65537 1113784880 8391169 79718592 2 146114048 135529540 68162320 32769 4211137 258 137397280 134546448 524544 1073741824 4260864 7 1048576 4 0 1073807392 8390656 32768 1074004000 2425360532 2148548865 538091536 268665878 128 3221225472 65536 0 37748752 2048 8415296 is_linear=0 shrinkage=0.01 Tree=100 num_leaves=48 num_cat=9 split_feature=3 2 1 6 1 25 26 2 22 2 5 2 12 25 26 8 8 18 6 17 13 1 1 8 5 24 25 16 3 24 6 5 6 3 13 24 25 10 25 17 3 11 2 12 26 25 5 split_gain=2.80737e+08 4.04163e+08 9.76567e+07 5.08701e+07 3.25782e+07 3.11862e+07 4.76638e+07 5.7518e+07 3.24263e+07 1.96331e+07 2.34757e+07 1.87366e+07 8.89862e+06 7.5003e+06 7.2821e+06 6.76699e+06 6.71269e+06 4.78153e+06 4.65079e+06 4.56717e+06 5.60581e+06 4.56613e+06 4.50992e+06 4.48055e+06 4.40682e+06 4.15586e+06 3.98258e+06 3.67857e+06 3.46949e+06 2.98833e+06 2.46402e+06 2.41833e+06 2.24642e+06 2.23366e+06 2.21103e+06 2.1215e+06 4.04408e+06 2.68326e+06 2.03739e+06 1.9556e+06 1.85882e+06 1.66275e+06 1.5503e+06 1.47584e+06 1.35736e+06 1.0269e+06 323803 threshold=2725.8677800000005 2682.0900000000006 733.85806350000018 2976.3936000000008 80.114250000000013 0 2022.5000000000002 65.574000000000012 198.21100000000004 104.01000000000001 2871.8940000000007 422.31750000000005 1324.2200000000003 1 2022.5000000000002 912.87025000000017 118.73000000000002 922.84650000000011 814.10926000000006 1071.2935000000002 202.86900000000003 354.74564000000004 555.56875000000014 1148.5039000000004 218.04650000000001 2 3 10.243000000000002 174.82625000000002 4 814.10926000000006 622.44110000000012 1000.0509250000001 23.336000000000002 1175.575 5 6 1564.7167200000001 7 451.85900000000009 36.57898500000001 102.09919750000002 45.70150000000001 299.10200000000003 2022.5000000000002 8 367.52900000000005 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 1 2 2 2 2 2 1 9 2 9 2 2 2 2 2 2 9 2 left_child=2 12 4 -3 16 6 7 -4 9 29 23 13 14 17 22 18 26 25 31 34 -21 30 -2 -11 38 -6 35 -8 -20 44 -17 -13 -26 45 40 36 -1 -37 -15 -31 -18 -35 -36 -23 -7 -28 -16 right_child=1 3 5 -5 11 8 27 -9 -10 10 -12 15 -14 24 46 21 19 -19 28 20 -22 43 -24 -25 32 -27 33 -29 -30 39 -32 -33 -34 41 42 37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 leaf_value=0.59307378635394803 1.3484729657854353 27.618930993652345 27.777839845248632 48.22609195875085 1.6362751921291598 2.8639311278611421 -0.62732834100723267 6.4790438812971116 12.160900236252814 2.2193645398205115 11.514988534291586 1.0281288405461408 8.8320956494410847 0.32234252338535518 -0.25703383874893188 9.2948531494140632 0.15137840906405092 5.7341229839324956 6.9519329833984376 6.9344330285943068 0.70972512954320666 0.17023631477355955 7.8273219886151235 4.4148763182452901 0.81783842125020456 0.5918034929801298 -0.0087184360214441134 4.7590016151609875 2.5218797429800035 0.018185897706969968 4.3904119309924896 2.4513542311532159 3.5601250088599419 0.040376028484338723 0.77581810868304713 0.0076211836089631526 0.081343535459176386 2.4791160093654288 0.019104743246037278 3.1342491935548327 0.57982800546444224 0.51464339697429862 4.5826442804336542 3.7012892387653222 0.76658734003702811 -0.066480690692579239 -1.8760659617469424 leaf_weight=1928 21 25 21 23 491 72 32 32 31 708 30 811 21 4254 30 20 3680 20 22 23 39 20 22 107 821 1819 35004 21 90 492 21 140 31 14481 23 26939 7656 44 4628 21 1397 779 20 29 54 255846 21 leaf_count=1928 21 25 21 23 491 72 32 32 31 708 30 811 21 4254 30 20 3680 20 22 23 39 20 22 107 821 1819 35004 21 90 492 21 140 31 14481 23 26939 7656 44 4628 21 1397 779 20 29 54 255846 21 internal_value=0 13.12 -0.00664885 37.4932 -0.0176432 2.44234 7.50456 14.9182 2.02525 1.82717 2.8274 0.46966 2.94682 0.353262 1.63203 1.68756 -0.0361585 0.861908 1.46464 0.321065 3.01889 4.32042 4.66323 2.50761 0.230386 0.823456 -0.0415605 1.50688 3.39207 0.504484 6.78282 1.23765 0.917616 -0.0533423 0.288396 0.0570671 0.184798 0.011647 0.164724 0.142957 0.269272 0.0645867 2.54643 2.26004 1.82058 -0.0595315 -0.923694 internal_weight=0 163 362697 48 361076 1621 106 53 1515 1484 845 13217 115 12064 94 1153 347859 2330 1063 5182 62 90 43 815 9734 2310 342677 53 112 639 41 951 852 306110 5120 36567 9584 26983 8882 513 5077 15260 43 49 126 290850 51 internal_count=362860 163 362697 48 361076 1621 106 53 1515 1484 845 13217 115 12064 94 1153 347859 2330 1063 5182 62 90 43 815 9734 2310 342677 53 112 639 41 951 852 306110 5120 36567 9584 26983 8882 513 5077 15260 43 49 126 290850 51 cat_boundaries=0 3 7 8 15 16 17 23 28 35 cat_threshold=1048576 0 64 9469952 134479872 68157696 512 20 2148564992 360452 8388673 1114964016 8392193 2420140096 2 6 7 1048576 4 0 1073807392 2048 8192 201655968 1073742912 134746624 603979778 4276481 1082130564 1048640 2415986836 2147622912 538091568 8619142 128 is_linear=0 shrinkage=0.01 Tree=101 num_leaves=49 num_cat=8 split_feature=0 1 4 1 2 0 1 0 22 25 4 14 6 25 0 26 2 7 24 26 13 25 1 23 1 24 7 10 13 8 2 2 4 25 15 7 8 8 20 25 25 4 16 2 0 10 4 10 split_gain=2.78885e+08 2.92946e+08 2.63132e+08 1.03953e+08 4.89593e+07 3.92383e+07 3.5731e+07 2.33063e+07 1.66671e+07 1.39152e+07 1.25544e+07 1.18399e+07 8.8047e+06 8.22534e+06 7.95965e+06 6.7455e+06 2.01957e+07 1.28656e+07 6.25538e+06 6.22588e+06 5.7174e+06 5.1644e+06 4.96502e+06 4.94602e+06 4.81644e+06 4.58194e+06 4.16191e+06 5.54076e+06 4.95858e+06 3.99725e+06 3.3174e+06 3.04755e+06 2.81859e+06 2.73728e+06 2.9212e+06 2.49401e+06 2.36762e+06 2.10162e+06 2.08677e+06 1.99045e+06 1.94209e+06 1.76906e+06 1.70942e+06 1.49309e+06 1.48777e+06 1.18196e+06 1.0151e+06 26062.3 threshold=2778.6210000000005 2781.5828000000006 2693.9010000000007 733.85806350000018 2682.0900000000006 249.87000000000003 1256.4300000000001 149.25200000000004 186.09500000000003 0 106.484285 1929.7000000000003 1136.6981000000003 1 1117.6621800000003 2022.5000000000002 44.728500000000004 327.23600000000005 2 2022.5000000000002 942.81900000000007 3 43.652000000000008 8.5912500000000005 137.46340000000004 4 659.5150000000001 1058.8682400000002 21.598500000000005 204.15015000000002 1468.575 9.8167500000000008 508.93250000000006 5 1947.7010000000002 485.08750000000003 761.67400000000009 279.82900000000001 356.38556250000005 6 7 8.6245000000000012 31.812495000000006 1827.1555000000001 23.322012500000003 484.16250000000002 119.57250000000001 45.420750000000005 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 1 2 2 9 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 9 9 2 2 2 2 2 2 2 left_child=3 15 -3 5 7 10 -6 13 11 12 22 18 24 19 -8 16 -2 47 -9 31 35 26 33 29 25 -7 27 -12 -28 39 -26 -5 -31 43 -35 -14 40 45 44 -11 -24 -21 -38 -1 -23 -15 -39 -17 right_child=1 2 -4 4 6 9 14 8 -10 23 21 -13 20 37 -16 17 -18 -19 -20 41 -22 38 36 -25 30 -27 28 -29 -30 32 -32 -33 -34 34 -36 -37 42 46 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 leaf_value=0.067697161881421053 12.561615536718657 10.289207154787505 55.726810811996458 8.3553705736306991 21.861424942016601 0.15861440110488942 1.9295255724589029 4.1039976573501313 12.064026886735645 0.55620880523352423 0.5442528011315656 9.6811095853952267 1.5677029306888579 -0.055676040488727312 9.6003488109957793 -0.93508506093706401 1.9322708139664087 7.4365795059204105 2.0393742168534477 2.9884989827473958 9.276198313236236 0.032292924245116546 0.2327088186621791 4.301246153802583 1.8202248409908084 1.5374197492349717 3.9128215658948533 5.271022601318359 0.42287075281143188 0.85340490712527117 5.3840468109537047 3.5586492962307399 2.7441145460880723 -0.055365244564210492 2.6140548717684862 5.3132097238302229 0.82734016611220995 3.7666170256478444 2.6194258437437168 0.03167670855196273 -0.0041855918275437148 -0.39162038087844847 4.0638080802917482 2.2642167072911419 0.43011054097276707 1.9001831047462696 1.1220784067600331 -1.4394834879636764 leaf_weight=18069 33 26 25 26 20 465 24 270 21 1354 3090 26 40 485 31 21 39 30 520 30 20 3694 8223 33 801 515 84 25 79 326 27 27 104 315098 41 32 47 21 34 1556 5979 32 25 31 1261 33 47 20 leaf_count=18069 33 26 25 26 20 465 24 270 21 1354 3090 26 40 485 31 21 39 30 520 30 20 3694 8223 33 801 515 84 25 79 326 27 27 104 315098 41 32 47 21 34 1556 5979 32 25 31 1261 33 47 20 internal_value=0 11.9858 32.5625 -0.0071558 2.52584 -0.0184719 10.4153 2.14111 3.26767 0.837839 -0.0311633 3.04129 1.52048 0.795986 6.25308 4.64729 6.80405 2.46015 2.82277 3.12357 4.54625 0.353976 -0.0403254 0.447477 1.37492 0.900497 0.661679 0.582188 2.22137 0.41074 1.93644 5.91176 1.31069 -0.0481483 -0.0550162 3.23237 0.142308 0.281107 0.150174 0.277758 0.133138 1.24392 1.95111 0.0714197 0.133534 0.068925 1.93877 -1.18113 internal_weight=0 194 51 362666 1613 361053 75 1538 837 5273 355780 816 1900 701 55 143 72 71 790 115 92 8267 347513 3373 1808 980 3278 3115 163 3340 828 53 430 333239 315139 72 14274 586 4989 2910 14202 62 72 18100 4955 518 68 41 internal_count=362860 194 51 362666 1613 361053 75 1538 837 5273 355780 816 1900 701 55 143 72 71 790 115 92 8267 347513 3373 1808 980 3278 3115 163 3340 828 53 430 333239 315139 72 14274 586 4989 2910 14202 62 72 18100 4955 518 68 41 cat_boundaries=0 6 13 14 20 21 28 34 41 cat_threshold=76858368 142607360 67109136 4194304 16384 16384 1048576 0 320 0 0 0 128 788 135564320 1208287808 201855232 262657 12582912 16384 753 3221225472 98308 276824065 1114653232 545426944 2420140096 2 136381092 262660 34608192 1107558401 12582912 2 137659008 134480996 135795480 1141145601 4211072 2 128 is_linear=0 shrinkage=0.01 Tree=102 num_leaves=53 num_cat=10 split_feature=0 3 2 5 18 6 0 26 2 0 25 2 0 15 11 4 6 24 5 4 23 0 9 13 2 4 25 2 5 24 26 3 3 2 11 25 4 25 19 9 25 2 0 9 3 24 2 0 14 25 25 2 split_gain=2.73335e+08 2.56367e+08 8.87164e+07 6.02034e+07 6.17762e+07 4.38888e+07 3.42162e+07 2.82641e+07 4.48949e+07 2.48889e+07 1.38148e+07 1.17665e+07 1.03627e+07 9.98504e+06 1.05072e+07 9.83594e+06 8.0061e+06 6.71781e+06 6.58051e+06 7.29842e+06 6.47226e+06 7.31302e+06 6.24584e+06 7.81773e+06 5.03779e+06 7.73066e+06 4.59443e+06 4.24115e+06 3.95643e+06 3.74537e+06 3.7372e+06 3.62625e+06 3.00826e+06 2.94094e+06 2.74841e+06 2.7348e+06 2.56151e+06 2.56093e+06 2.37576e+06 2.18728e+06 2.16667e+06 2.80384e+06 2.09072e+06 1.71991e+06 1.68193e+06 1.61522e+06 1.56095e+06 1.51199e+06 1.45317e+06 980585 580677 405990 threshold=2778.6210000000005 2725.8677800000005 522.27250000000015 1908.1960000000001 313.78700000000003 2976.3936000000008 174.79296150000002 2022.5000000000002 44.728500000000004 332.68500000000006 0 2682.0900000000006 1519.5755740000002 1020.6662500000001 1085.4300000000001 106.484285 1136.6981000000003 1 245.67375000000004 1522.8167500000002 8.5912500000000005 412.19925000000006 26.827014000000002 346.47815000000008 1827.1555000000001 974.87180000000001 2 53.901250000000005 230.95808550000001 3 2022.5000000000002 28.443000000000001 1118.1025000000002 205.93275000000003 176.33882000000003 4 87.579000000000008 5 254.24000000000004 221.23000000000005 6 1827.1555000000001 992.19979999999998 265.57100000000008 297.12438000000003 7 59.535000000000004 141.63500000000002 943.12925000000007 8 9 1107.4580000000003 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 9 2 9 2 2 9 2 2 2 2 1 2 2 2 9 9 2 left_child=2 7 6 9 24 -3 15 8 -2 36 16 13 -13 29 -15 31 17 30 35 43 26 -22 -9 -24 25 -5 28 -19 -12 -11 -8 37 -28 -18 46 44 40 49 45 -36 41 -4 -26 -20 -17 -38 -33 -40 -39 -1 -37 -42 right_child=1 5 3 4 -6 -7 10 22 -10 11 20 12 -14 14 -16 18 33 27 19 -21 21 -23 23 -25 42 -27 32 -29 -30 -31 -32 34 -34 -35 39 50 38 48 47 -41 51 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 leaf_value=0.23454565597009022 17.62031206984269 23.973908655643463 0.80605189795400434 4.0710313932357298 24.360845098041356 44.031676616668705 2.8637088031454221 -2.0973054437098964 2.0365799591276379 3.943187235402061 0.51464707441382362 3.6880904535146861 13.262516075134277 2.2815825951617699 11.740116489728292 0.40847373819969479 7.8069925322899456 -0.090414045366406098 0.7146989863024894 5.6634053193821625 0.084924081847781233 8.3350693277879184 8.3960404472351069 0.0079791030883789062 0.75574046828530062 11.465011692047119 0.082921023992396814 1.4172767476511459 1.4576781022371743 1.8997558151843936 1.2972743982268555 0.032417485454097832 3.3205475741419299 2.9525918231407804 0.4462974736173248 -0.1193513409391322 1.6656291808335331 -0.056720439719904432 1.7402692297230595 1.9087639288841323 0.26981722658662238 3.7446788072586061 5.1669839041573669 1.8016647737440854 1.307253361116663 0.44055356639137461 0.29326372009190244 5.4072197307239875 0.98878556222843939 0.031991464941279475 0.13855155635641345 -0.28523908372948931 leaf_weight=2758 38 24 331 31 21 20 360 31 36 133 2548 26 20 23 24 1957 26 337 697 34 21 22 20 25 22 26 2762 418 539 592 264 13038 29 24 454 1176 251 308386 23 132 425 36 21 184 233 226 2784 22 133 17586 3320 191 leaf_count=2758 38 24 331 31 21 20 360 31 36 133 2548 26 20 23 24 1957 26 337 697 34 21 22 20 25 22 26 2762 418 539 592 264 13038 29 24 454 1176 251 308386 23 132 425 36 21 184 233 226 2784 22 133 17586 3320 191 internal_value=0 11.866 -0.00708186 1.89173 8.76862 33.0911 -0.0199648 5.63995 10.039 1.53353 0.655333 2.93754 7.85088 2.64478 7.11147 -0.0340306 1.53524 1.40346 0.321801 1.11717 0.439637 4.30593 1.35663 3.73601 5.49425 7.44372 0.412102 0.734578 0.67711 2.35521 2.16627 -0.0418641 0.116146 5.47688 0.103223 0.212952 0.770424 -0.0491029 1.33656 0.775727 0.46979 1.06528 2.91007 0.941716 0.501806 1.12935 0.0783153 3.533 -0.0562679 0.0595531 0.0709778 0.0961528 internal_weight=0 194 362666 2444 121 44 360222 150 74 2323 7350 818 46 772 47 352872 1429 1379 7601 915 5921 43 76 45 100 57 5878 755 3087 725 624 345271 2791 50 16408 6686 1505 328863 522 586 983 367 43 881 2190 477 15822 45 308519 20344 4496 616 internal_count=362860 194 362666 2444 121 44 360222 150 74 2323 7350 818 46 772 47 352872 1429 1379 7601 915 5921 43 76 45 100 57 5878 755 3087 725 624 345271 2791 50 16408 6686 1505 328863 522 586 983 367 43 881 2190 477 15822 45 308519 20344 4496 616 cat_boundaries=0 6 7 13 14 19 26 33 34 40 46 cat_threshold=1082368 134217728 67108864 4259840 64 16384 1110 77939232 1082132288 134222096 1107296768 12603392 2 2064 135300096 1208287236 134746432 67109376 12599296 1073741952 98372 268437696 1114636336 8432272 2420205568 2 2147516416 1073741892 256 1076887552 0 0 128 2853 0 4 0 4194336 34944 26624 3230138496 94372112 268439045 3261474850 10240 16 is_linear=0 shrinkage=0.01 Tree=103 num_leaves=51 num_cat=12 split_feature=0 1 4 1 5 1 0 0 25 2 15 16 25 4 24 26 6 26 2 7 5 13 2 6 1 23 1 26 24 8 24 6 24 25 4 25 4 25 15 7 8 17 3 25 3 24 2 24 2 10 split_gain=2.67895e+08 2.84193e+08 2.56066e+08 1.00485e+08 5.26388e+07 4.33779e+07 3.76547e+07 2.37977e+07 1.34142e+07 1.3374e+07 1.37345e+07 1.2094e+07 1.20744e+07 1.20442e+07 1.09268e+07 1.47046e+07 8.4707e+06 6.35799e+06 1.9412e+07 1.23527e+07 5.78498e+06 5.57017e+06 5.4356e+06 4.95087e+06 4.82092e+06 4.7241e+06 4.68238e+06 4.6731e+06 4.48212e+06 3.87029e+06 3.51358e+06 3.31507e+06 3.26077e+06 2.96383e+06 4.60703e+06 2.75414e+06 2.73318e+06 2.64102e+06 2.85405e+06 2.43555e+06 2.31056e+06 2.35315e+06 2.27053e+06 1.92892e+06 1.75876e+06 1.47303e+06 1.45107e+06 1.06048e+06 1.03373e+06 25829.8 threshold=2778.6210000000005 2781.5828000000006 2693.9010000000007 733.85806350000018 1908.1960000000001 1098.6214000000002 249.87000000000003 887.79240000000016 0 2682.0900000000006 1020.6662500000001 208.67750750000002 1 106.484285 2 2022.5000000000002 1136.6981000000003 2022.5000000000002 44.728500000000004 327.23600000000005 236.84755000000004 942.81900000000007 76.301200000000023 1324.2200000000003 43.652000000000008 8.5912500000000005 137.46340000000004 2022.5000000000002 3 204.15015000000002 4 306.15750000000008 5 6 1292.0010000000002 7 508.93250000000006 8 1947.7010000000002 485.08750000000003 761.67400000000009 148.07000000000002 608.61636750000014 9 297.12438000000003 10 1827.1555000000001 11 234.80250000000004 45.420750000000005 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 1 9 2 9 2 9 2 2 2 2 2 9 2 1 2 1 2 2 left_child=3 17 -3 6 7 -6 13 12 16 10 27 23 14 24 15 -5 26 18 -2 49 35 39 47 -7 37 29 28 -9 -8 43 -24 -16 -28 45 -35 44 -31 46 -39 -18 42 -42 -26 -10 -15 -22 -1 -14 -37 -19 right_child=1 2 -4 4 5 11 8 9 25 -11 -12 -13 22 20 31 -17 21 19 -20 -21 33 -23 30 -25 40 -27 32 -29 -30 36 -32 -33 -34 34 -36 48 -38 38 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51 leaf_value=0.066987988531242784 12.257870333122485 10.042060914406409 54.86541076812744 10.30950819214185 21.775943203405902 6.3299082292092814 0.14712233756717882 4.1721471491758377 0.54481889383818227 10.832284741719564 9.7533598953134888 12.821564610481262 0.57230035670661172 0.43208227687617373 -0.086054078497183634 2.9627226623656258 1.5168786487579347 -0.92716969490051271 1.8368146226344966 7.2720784327189136 1.068196409481543 9.1274221252202992 2.4645227908267664 0.75653971195220948 0.11870181650317387 4.2037835093700524 0.34464778118663364 1.365072916333492 1.5103028627262227 0.83680161738048298 0.70150821025724763 3.925134046418326 2.1663042543568141 1.2049704337145262 4.9697432680690996 0.072015432696773435 2.6986423056859237 -0.054312608043781865 2.5842483878717188 5.2182239159941677 0.80612833710387355 4.8423444557189939 1.3940267882554245 0.028497698506861357 1.2893974278269023 -0.23651274056454014 2.2323913906466575 -0.34446574139500796 0.64644020036772076 -1.4293128489404916 leaf_weight=17927 33 26 25 48 22 37 465 138 1354 30 34 20 243 1889 78 63 40 21 39 30 125 20 237 28 14061 33 134 104 515 326 260 28 694 739 34 4634 104 315240 41 32 52 20 141 1556 274 236 31 243 336 20 leaf_count=17927 33 26 25 48 22 37 465 138 1354 30 34 20 243 1889 78 63 40 21 39 30 125 20 237 28 14061 33 134 104 515 326 260 28 694 739 34 4634 104 315240 41 32 52 20 141 1556 274 236 31 243 336 20 internal_value=0 11.7473 32.0143 -0.00700877 2.48338 9.26067 -0.0181345 2.00185 0.820718 4.4912 3.80195 6.02142 1.36707 -0.0305671 3.45683 5.6323 1.49095 4.51924 6.61313 2.39585 0.346666 4.45877 0.861819 3.92907 -0.0395412 0.437464 1.34817 2.9658 0.8804 0.401562 1.60592 0.889582 1.90182 1.01011 1.35306 0.241192 1.28711 -0.0472497 -0.0539678 3.16192 0.140422 1.9273 0.131363 0.270708 0.538195 0.231872 0.0706867 0.118605 0.110627 -1.17212 internal_weight=0 194 51 362666 1613 107 361053 1506 5273 306 276 85 1200 355780 217 111 1900 143 72 71 8267 92 983 65 347513 3373 1808 242 980 3340 497 106 828 1134 773 7133 430 333239 315281 72 14274 72 14202 2910 2163 361 17958 486 4970 41 internal_count=362860 194 51 362666 1613 107 361053 1506 5273 306 276 85 1200 355780 217 111 1900 143 72 71 8267 92 983 65 347513 3373 1808 242 980 3340 497 106 828 1134 773 7133 430 333239 315281 72 14274 72 14202 2910 2163 361 17958 486 4970 41 cat_boundaries=0 6 13 14 15 16 17 24 29 36 42 43 44 cat_threshold=76858368 142607360 67109136 4194304 16384 16384 135266816 64 64 65536 16384 0 128 428 753 3609 130 1048580 134217728 4624 1140850688 256 2 128 135299072 1208287232 134746432 67174912 12582912 3221225472 98308 276824065 1114653232 8564224 2420140096 2 136381092 262660 34608192 1107558401 12582912 2 1793 1079 is_linear=0 shrinkage=0.01 Tree=104 num_leaves=54 num_cat=9 split_feature=0 1 3 1 3 18 0 25 0 6 25 7 2 7 6 8 3 13 0 6 6 12 1 13 23 1 2 7 24 6 24 8 17 2 8 10 25 24 3 2 10 9 0 25 14 9 15 3 8 2 25 1 24 split_gain=2.62564e+08 2.78538e+08 2.01805e+08 9.85023e+07 4.70162e+07 4.80371e+07 3.69132e+07 2.16684e+07 1.80271e+07 2.72711e+07 1.31523e+07 1.11903e+07 1.07217e+07 1.04047e+07 8.30089e+06 7.51288e+06 6.61882e+06 7.60277e+06 6.17663e+06 9.63408e+06 7.86853e+06 5.84665e+06 5.10839e+06 4.82762e+06 4.63005e+06 4.59042e+06 4.4124e+06 8.71977e+06 4.39459e+06 4.32619e+06 3.8082e+06 3.79312e+06 3.78488e+06 3.23189e+06 2.9808e+06 2.68858e+06 2.67865e+06 2.63549e+06 5.5288e+06 2.62379e+06 2.25303e+06 2.03924e+06 2.26416e+06 1.89081e+06 1.85267e+06 1.67669e+06 1.60717e+06 1.55897e+06 1.43508e+06 1.40133e+06 1.32414e+06 1.23997e+06 1.17762e+06 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 733.85806350000018 1282.3492500000004 313.78700000000003 249.87000000000003 0 992.19979999999998 1324.2200000000003 1 76.508500000000012 122.867 485.08750000000003 1136.6981000000003 1148.5039000000004 698.94000000000005 359.62500000000006 635.46050000000014 7.9582500000000005 137.52500000000001 608.55210000000022 53.904000000000003 515.09000000000003 8.5912500000000005 137.46340000000004 27.046500000000005 327.23600000000005 2 172.95650000000003 3 204.15015000000002 356.06250000000006 1468.575 116.64300000000001 1330.1795 4 5 1493.1141200000004 69.712000000000018 1058.8682400000002 712.7850000000002 374.34900000000005 6 943.12925000000007 1329.0550000000001 830.0725000000001 216.01200000000003 380.1882500000001 581.81775000000005 7 733.85806350000018 8 decision_type=2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 2 2 2 2 9 2 1 left_child=3 26 -3 6 7 8 11 16 41 13 14 22 32 -10 25 30 18 -18 20 -20 -5 48 36 -17 31 28 -2 51 -8 34 -14 43 52 -27 46 -33 49 38 -31 50 -36 42 -6 -12 -38 -39 -13 -41 -16 -1 -24 -28 -9 right_child=1 2 -4 4 5 -7 10 12 9 -11 24 29 15 -15 21 23 17 -19 19 -21 -22 -23 39 -25 -26 33 27 -29 -30 37 -32 35 -34 -35 40 -37 44 45 -40 47 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 leaf_value=0.054613761875392297 6.5400565973917644 9.7461073767620583 49.7228969853265 0.9271316999300967 -1.9837040774027506 18.241321831345559 0.1456820830571024 0.99481507963385474 8.9898084162303391 0.88501158321605011 0.53941064711539977 0.1128306579460151 0.62189198494094866 18.031454031944275 1.2950861479895457 7.6956987024608408 11.418945026397706 3.3463617496490481 10.409659672398721 2.5876260782033205 6.4421809964566616 7.9504367456128522 0.38215446169266115 1.8910533805515457 4.1617458578853892 1.7684015535854372 -1.5876410744140266 6.6840325631035693 1.4954875052338554 0.98225527761690856 2.4517950471446794 1.0906210325672931 4.443860959098453 5.2859943343974933 0.58339705502759409 4.6794629651849924 -0.054641062730072756 0.32681489172550515 6.1654956272670205 0.33141916209425198 3.5017055991843895 4.064652750968933 2.0530145194313745 0.028214543918160324 1.193340338899308 -2.5527487900143577 2.6041607335897594 0.98617357739429368 4.3966591636951158 0.87953617962793662 0.038254775789133985 1.6675221544265748 -0.11495078383712602 leaf_weight=20670 60 23 28 86 24 32 465 111 35 34 1354 6348 207 20 35 38 28 20 31 32 37 31 1282 23 33 801 22 36 515 1027 330 408 21 27 1310 22 313075 545 21 2217 27 20 33 1556 119 21 26 435 26 208 8449 25 451 leaf_count=20670 60 23 28 86 24 32 465 111 35 34 1354 6348 207 20 35 38 28 20 31 32 37 31 1282 23 33 801 22 36 515 1027 330 408 21 27 1310 22 313075 545 21 2217 27 20 33 1556 119 21 26 435 26 208 8449 25 451 internal_value=0 11.6298 31.6941 -0.00693621 2.45875 7.02282 -0.0179516 1.8201 4.86022 7.92542 0.812601 -0.0302612 1.23022 12.2777 1.47625 2.18142 4.55023 8.05537 3.89031 6.43656 2.58613 4.41418 -0.0394621 5.50706 0.433106 1.33492 4.47405 2.98054 0.871765 0.311583 1.80365 0.397563 0.275646 1.88311 0.21304 1.27424 -0.046855 0.782378 1.07585 0.159984 0.642331 1.31732 0.353344 0.268021 -0.0541652 0.216157 0.122993 0.438817 2.61707 0.0628021 0.0839935 0.143829 0.119894 internal_weight=0 194 51 362666 1613 198 361053 1415 166 89 5273 355780 1181 55 1900 598 234 48 186 63 123 92 346455 61 3373 1808 143 83 980 9325 537 3340 583 828 7711 430 334072 1614 1048 12383 1337 77 57 2910 313194 566 6374 2652 61 20878 9731 47 562 internal_count=362860 194 51 362666 1613 198 361053 1415 166 89 5273 355780 1181 55 1900 598 234 48 186 63 123 92 346455 61 3373 1808 143 83 980 9325 537 3340 583 828 7711 430 334072 1614 1048 12383 1337 77 57 2910 313194 566 6374 2652 61 20878 9731 47 562 cat_boundaries=0 5 11 12 13 20 21 27 32 33 cat_threshold=135266304 134218752 80 65536 4210688 76858368 142607360 67109136 4194304 16384 16384 753 230 3221225472 360452 276824128 1114914864 167424 2420205632 2 3858 136381092 262660 34608192 1107558401 12582912 2 1081344 294912 1049352 33280 128 6 is_linear=0 shrinkage=0.01 Tree=105 num_leaves=59 num_cat=10 split_feature=3 4 8 0 2 2 24 10 25 2 0 4 2 0 25 3 6 2 6 5 8 0 8 9 25 10 0 25 6 11 5 8 5 2 3 0 9 0 24 25 4 24 0 4 25 2 7 4 10 5 11 25 2 0 7 3 16 4 split_gain=3.23933e+08 4.79587e+08 1.37693e+08 1.05423e+08 4.38632e+07 2.77483e+07 2.21236e+07 2.20043e+07 2.11335e+07 3.57428e+07 4.15318e+07 1.75353e+07 1.31382e+07 9.08184e+06 9.03959e+06 8.98501e+06 8.93123e+06 1.04929e+07 7.7874e+06 6.81901e+06 6.71253e+06 6.70153e+06 6.3587e+06 5.41098e+06 8.67947e+06 2.01094e+07 5.0233e+06 5.01674e+06 4.89909e+06 4.17492e+06 4.07493e+06 3.77997e+06 3.47793e+06 4.98831e+06 3.43737e+06 4.82742e+06 3.29726e+06 4.34919e+06 3.02746e+06 2.87887e+06 2.83455e+06 2.79959e+06 2.69814e+06 2.57927e+06 2.3866e+06 2.35983e+06 1.9987e+06 1.9482e+06 1.84698e+06 1.77688e+06 1.60848e+06 1.34955e+06 1.22463e+06 1.12863e+06 946103 867848 846393 734621 threshold=2725.8677800000005 2693.9010000000007 2971.7767500000004 591.40200000000016 873.09500000000014 160.20298100000002 0 416.12500000000006 1 3.6191000000000004 992.19979999999998 508.93250000000006 1107.4580000000003 46.386307500000008 2 1282.3492500000004 1937.6795000000002 1468.575 1937.6795000000002 1561.8224400000001 1581.7937000000002 127.53000000000002 44.996000000000009 360.85390500000005 3 246.87250000000003 1275.1415000000002 4 551.27100000000007 1413.4285000000002 92.948000000000022 824.40500000000009 524.39625000000012 234.80250000000004 571.90530000000001 171.22315000000003 1022.5259020000002 1884.2950000000003 5 6 106.484285 7 2778.6210000000005 91.136250000000018 8 2682.0900000000006 1941.9625000000003 35.298000000000009 133.92050000000003 172.37350000000004 22.731250000000003 9 1827.1555000000001 174.79296150000002 220.31800000000001 36.57898500000001 226.84059000000005 159.58500000000001 decision_type=2 2 2 2 2 2 1 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 1 9 2 1 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=3 16 -3 5 8 13 7 12 9 10 -5 21 -6 23 19 36 17 22 32 20 -10 44 30 39 25 -25 -14 38 50 52 -2 -9 41 -34 48 -36 37 -8 53 46 42 -13 -16 -40 45 -7 -1 -41 -23 51 -11 -29 -17 -15 -46 -26 -42 -51 right_child=1 2 -4 4 6 11 15 31 14 28 -12 18 26 27 40 29 -18 -19 -20 -21 -22 34 -24 24 55 -27 -28 49 -30 -31 -32 -33 33 -35 35 -37 -38 -39 43 47 56 -43 -44 -45 54 -47 -48 -49 -50 57 -52 -53 -54 -55 -56 -57 -58 -59 leaf_value=0.043137228088143659 3.0319023884304106 25.509697746863733 59.937427658807664 3.6044746653238935 6.8840918668111168 0.4550489339253766 2.2196448040008545 8.2655909805297849 1.5653504154614575 -0.81193938975271429 22.626311279643666 2.1794185837520494 20.19908206176758 0.71590532596002032 0.1999318178308517 3.2243640899658206 -1.4679131967050056 10.633482163238526 7.7116710678736364 6.7508238549849819 6.3048688620905731 0.6098063358932384 -0.62873834865433831 0.76447963700471111 0.10633062624235445 8.3593375500212321 13.413297716776531 0.14633260990602376 5.407588260650634 9.6642782509845233 8.8215140228271487 2.8158452965872631 7.4563754315809776 2.4357905441613368 6.5121585352524471 1.6357678318488806 4.7800285468230381 -2.2725053559816799 0.16160747339414969 -0.058924808668566198 1.1133407932740671 0.51120030698031838 -3.0344988589816628 0.87096281022763389 -0.0062483100996942407 3.6747491571177608 2.6696038156542286 0.079915772660398648 1.4045927459082401 0.36210798123075016 2.2575071261006019 -0.084661045192782627 6.0585336869762783 1.3873984178308538 0.68893201863990639 0.86740875666850326 2.8271717812033264 1.034733789210059 leaf_weight=32021 31 26 21 24 21 2219 126 20 829 38 22 215 20 611 576 30 27 25 24 28 31 1196 28 135 788 47 24 7994 30 23 20 35 22 197 23 173 37 26 2002 293438 189 221 27 689 2557 23 29 10467 387 511 31 3692 31 424 212 185 34 238 leaf_count=32021 31 26 21 24 21 2219 126 20 829 38 22 215 20 611 576 30 27 25 24 28 31 1196 28 135 788 47 24 7994 30 23 20 35 22 197 23 173 37 26 2002 293438 189 221 27 689 2557 23 29 10467 387 511 31 3692 31 424 212 185 34 238 internal_value=0 13.4885 40.8923 -0.0049675 2.15194 -0.0184325 5.1873 8.72564 1.51026 5.06866 12.7019 0.584744 13.3918 -0.0311851 1.17281 3.19532 3.65663 4.98703 2.11698 1.87322 1.73619 0.43152 3.20018 -0.0422866 0.640998 2.58382 16.4977 0.200386 2.03391 6.03362 5.30234 4.79757 1.91198 2.94014 0.958782 2.208 2.10292 1.45125 0.521763 -0.0446357 0.406429 1.39554 0.0551066 0.341959 0.244332 0.485912 0.0454996 -0.0541411 0.80411 0.103587 0.567087 0.0734067 4.66468 0.981507 0.046807 0.248483 1.37464 0.57584 internal_weight=0 178 47 362992 2252 360740 393 120 1859 145 46 7469 65 353271 1714 273 131 104 679 888 860 6790 79 337110 1155 182 44 16161 99 84 51 55 655 219 1779 196 189 152 3726 335955 826 436 603 2691 5011 2242 32050 303905 1583 12435 69 11686 61 1035 2769 973 223 749 internal_count=363170 178 47 362992 2252 360740 393 120 1859 145 46 7469 65 353271 1714 273 131 104 679 888 860 6790 79 337110 1155 182 44 16161 99 84 51 55 655 219 1779 196 189 152 3726 335955 826 436 603 2691 5011 2242 32050 303905 1583 12435 69 11686 61 1035 2769 973 223 749 cat_boundaries=0 1 2 9 13 19 20 27 28 34 41 cat_threshold=2072 1049088 312320 134218752 67112976 1073807360 4194304 0 132 8388608 262148 0 1073741824 9472000 134479936 68161872 37781504 8389633 64 22 3222306816 98308 2147483713 1147274016 41978880 2495637504 2 1876 2281997856 134547020 8392960 69468672 4216064 16384 203752996 1083180576 167772672 1140851233 4215104 130 128 is_linear=0 shrinkage=0.01 Tree=106 num_leaves=52 num_cat=8 split_feature=1 0 4 1 4 0 0 0 2 5 2 4 2 6 12 25 24 0 1 0 23 0 4 4 5 5 0 2 4 6 9 25 12 5 25 0 25 4 25 4 0 2 5 2 25 6 14 25 0 0 4 split_gain=3.38935e+08 3.53405e+08 1.37655e+08 9.12421e+07 5.1596e+07 4.11848e+07 3.86755e+07 2.79069e+07 1.40036e+07 1.35242e+07 1.28943e+07 1.06881e+07 9.90124e+06 1.24128e+07 1.38127e+07 8.90761e+06 7.54442e+06 1.42838e+07 7.37676e+06 7.25278e+06 7.13316e+06 6.5968e+06 1.02163e+07 8.49423e+06 5.81053e+06 5.30189e+06 5.24326e+06 4.77554e+06 4.6476e+06 5.02871e+06 4.43024e+06 1.05968e+07 3.77732e+07 4.23796e+06 4.2257e+06 3.81145e+06 3.65758e+06 4.21248e+06 3.36538e+06 2.67544e+06 2.54564e+06 2.33894e+06 2.26625e+06 2.17792e+06 2.15306e+06 1.9893e+06 1.73899e+06 1.53019e+06 1.2773e+06 1.07217e+06 636777 threshold=2781.5828000000006 2778.6210000000005 2693.9010000000007 678.28840000000002 2693.9010000000007 1519.5755740000002 233.46861500000003 887.79240000000016 486.17193650000007 1908.1960000000001 367.00960450000008 77.439500000000024 1271.7445000000002 57.142000000000003 911.29109000000005 0 1 1117.6621800000003 39.031250000000007 108.84600000000002 1.4250000000000003 1519.5755740000002 588.42000000000019 785.57750000000021 158.54900000000004 1561.8224400000001 2778.6210000000005 1468.575 1522.8167500000002 3.1710000000000007 360.85390500000005 2 27.223750000000006 14.489570000000002 3 75.313750000000013 4 1522.8167500000002 5 480.67500000000001 14.956000000000001 184.07250000000002 1908.1960000000001 967.39580000000012 6 281.64348000000001 1182.8200000000004 7 179.43550000000002 531.22050000000013 36.379500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 9 2 9 2 2 2 2 2 9 2 2 9 2 2 2 left_child=3 10 -3 6 7 -6 11 9 15 19 33 30 28 -14 -15 16 17 -8 43 44 -18 23 -23 -20 41 27 39 -12 29 -9 38 32 -32 35 -21 -2 37 -26 42 -17 -40 47 -1 50 -5 -43 -38 -13 -33 -45 -10 right_child=1 2 -4 4 5 -7 8 12 18 -11 25 24 13 14 -16 26 20 -19 21 34 -22 22 -24 -25 36 -27 -28 -29 -30 -31 31 48 -34 -35 -36 -37 46 -39 40 -41 -42 45 -44 49 -46 -47 -48 -49 -50 -51 -52 leaf_value=0.047865251405259886 6.0550737417311895 16.41907159805298 48.100882726907734 -0.32296308064911544 22.607619313326751 3.8474830322265627 1.7327751654867203 4.6127364331913974 0.24731441123812808 7.6567169248696532 8.7867934526715974 0.27785693653362353 12.118176397843795 1.6527641582489014 10.425240365437098 0.24232126729588449 0.74605156466911782 7.6132344883553529 1.6546208690335829 3.8139742501172345 6.756466968536377 10.999386773114296 1.5740480026991472 4.8176310395311424 1.2543071551775031 11.387676710045856 -3.7538659229874614 2.0428047834123886 7.6428259853694751 1.5565640825279488 0.81924718417227271 0.21386365945632752 16.184214188575744 -2.3610020099986686 1.489722455801594 -0.044684127807617192 0.50430378662198005 5.7037699008529845 -0.059709697935555431 1.530249025528891 0.05150281243654465 0.46039255495142678 2.7974873963991804 0.1177872665723165 0.85654792109532141 1.768754327500212 -2.1617206859588625 -0.0026358828784519982 2.7059029651823501 -2.7395714595400058 1.8125778043719958 leaf_weight=36263 21 24 32 228 22 25 341 97 51 33 21 3484 33 50 28 2841 1553 47 397 103 20 23 23 108 648 23 32 21 23 121 80 999 20 22 493 20 1146 22 285368 171 22182 736 30 24 459 138 25 4396 21 29 53 leaf_count=36263 21 24 32 228 22 25 341 97 51 33 21 3484 33 50 28 2841 1553 47 397 103 20 23 23 108 648 23 32 21 23 121 80 999 20 22 493 20 1146 22 285368 171 22182 736 30 24 459 138 25 4396 21 29 53 internal_value=0 13.5704 34.523 -0.00524774 2.29586 12.6288 -0.0161714 2.0047 0.800082 1.33574 4.40359 -0.0292867 4.50571 6.97698 4.80186 0.613872 1.13772 2.38366 2.11644 1.17316 0.817276 2.6613 6.28672 2.33107 0.28356 7.52828 0.271769 5.4148 3.36749 2.91642 -0.0388953 0.589016 3.5384 1.1797 1.98039 3.07958 0.794222 1.37981 -0.0409406 0.315441 -0.0516868 0.176166 0.0501243 0.204197 0.472861 0.666976 0.443598 0.121728 0.262596 -1.44567 1.045 internal_weight=0 184 56 362986 1715 47 361271 1668 5713 1316 128 355558 352 111 78 5005 1961 388 708 1283 1573 551 46 505 10595 65 3044 42 241 218 344963 1120 100 63 596 41 1841 670 343843 3012 307550 8754 36293 157 687 874 1171 7880 1020 53 104 internal_count=363170 184 56 362986 1715 47 361271 1668 5713 1316 128 355558 352 111 78 5005 1961 388 708 1283 1573 551 46 505 10595 65 3044 42 241 218 344963 1120 100 63 596 41 1841 670 343843 3012 307550 8754 36293 157 687 874 1171 7880 1020 53 104 cat_boundaries=0 7 8 12 19 26 33 40 47 cat_threshold=76908032 1207961088 67108880 4456448 4210752 16386 128 6 8388608 262144 4096 67108864 134217728 64 256 0 0 0 4 136611328 1074036800 1048576 1 4096 0 4 3222306816 98372 2147483713 1081229856 8424960 2491443200 2 2156953600 65604 524289 32 2048 0 4 672171556 1216675940 528704 603980288 4194560 2 64 is_linear=0 shrinkage=0.01 Tree=107 num_leaves=47 num_cat=8 split_feature=1 0 3 1 4 0 0 0 3 10 25 5 0 3 0 1 26 4 12 8 0 0 13 26 9 3 12 1 4 23 25 24 1 25 3 25 3 5 25 25 26 0 0 24 10 0 split_gain=3.3219e+08 3.46372e+08 1.44407e+08 8.94529e+07 5.05658e+07 4.03652e+07 3.79059e+07 2.73438e+07 1.66842e+07 1.37496e+07 1.37455e+07 1.32532e+07 1.19358e+07 1.04834e+07 7.11619e+06 6.68869e+06 7.32426e+06 6.67831e+06 6.28593e+06 5.83375e+06 5.7513e+06 5.50144e+06 5.49749e+06 5.03375e+06 4.8776e+06 1.59238e+07 3.41321e+07 4.61159e+06 4.21648e+06 4.69543e+06 4.15402e+06 3.93167e+06 3.75496e+06 3.5261e+06 3.12562e+06 3.0716e+06 2.84509e+06 2.49362e+06 2.11138e+06 2.00807e+06 1.87671e+06 1.72228e+06 1.53586e+06 1.34167e+06 1.32573e+06 265524 threshold=2781.5828000000006 2778.6210000000005 2725.8677800000005 678.28840000000002 2693.9010000000007 1519.5755740000002 233.46861500000003 887.79240000000016 543.62350000000004 460.16525000000007 0 1908.1960000000001 1117.6621800000003 39.002500000000005 108.84600000000002 1892.2623000000001 2022.5000000000002 106.484285 752.69540000000018 1350.3896175000002 2778.6210000000005 1519.5755740000002 1175.575 2022.5000000000002 375.64974000000007 14.522500000000003 127.2925 137.46340000000004 452.88000000000005 8.5912500000000005 1 2 1098.6214000000002 3 1493.1141200000004 4 2725.8677800000005 425.55000000000007 5 6 2022.5000000000002 561.94500000000005 11.553000000000003 7 856.19400000000007 75.313750000000013 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 9 2 9 2 2 9 9 2 2 2 1 2 2 left_child=3 8 -3 6 7 -6 13 11 41 -10 12 14 22 24 38 16 32 36 -18 31 28 -17 27 -22 35 37 -27 -8 29 -12 -16 -14 -9 34 -19 40 39 -26 -5 -15 -1 45 -37 -35 -30 -2 right_child=1 2 -4 4 5 -7 10 15 9 -11 20 -13 19 17 30 21 18 33 -20 -21 23 -23 -24 -25 25 26 -28 -29 44 -31 -32 -33 -34 43 -36 42 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.11812620192430004 0.60655550149770887 14.942665587715481 47.583993021647139 -0.31986914603650068 22.381543038108134 3.8090081359863279 0.65801469261400725 6.972741486649765 12.416516404993395 2.5306856664021811 0.33078383930925287 7.5801498086524735 4.4539827724439753 0.24443004143697888 3.7792096787216387 10.638353489842908 0.71510419533607805 1.1335264153013358 4.9961975283092919 8.7502620592117317 -5.7592013447625297 4.5302755076090495 5.1630712775623104 0.29234447090714066 0.16663212385390724 0.70170531140997061 16.299207443237307 1.6806870706320343 1.4368153643338186 4.066198106793796 1.4751213999652484 1.3203918915589652 3.7505221335784249 0.12240512597883094 4.5441338374785021 -0.059932642766813621 2.9254386435614692 2.0093579026460651 0.8481650634395923 0.0031753048864378297 -0.029173758320631127 3.2447843933105469 0.025931418900185722 0.61354146911427154 3.991478887904774 -0.92604574203491208 leaf_weight=17641 26 23 33 228 22 25 1011 76 34 24 3278 33 102 6209 103 29 94 666 54 20 28 30 34 27 895 47 20 782 265 34 493 110 69 871 28 280205 36 80 459 7760 16970 24 22505 1625 22 20 leaf_count=17641 26 23 33 228 22 25 1011 76 34 24 3278 33 102 6209 103 29 94 666 54 20 28 30 34 27 895 47 20 782 265 34 493 110 69 871 28 280205 36 80 459 7760 16970 24 22505 1625 22 20 internal_value=0 13.4346 34.1777 -0.00519358 2.27324 12.5025 -0.0160096 1.98501 4.35955 8.32583 0.792081 1.32283 1.44388 -0.0289938 1.16188 4.46065 3.84208 0.211878 2.27712 3.58749 0.419696 7.53255 1.17958 -2.78844 -0.0412344 0.641889 5.35768 1.10404 0.469889 0.36913 1.96147 3.10044 5.43941 0.62481 1.25307 -0.0433446 0.117822 0.31783 0.46821 0.110586 0.0458908 1.07321 -0.0535473 0.443328 1.63264 -0.0597929 internal_weight=0 184 56 362986 1715 47 361271 1668 128 58 5713 1316 2059 355558 1283 352 293 17195 148 232 3654 59 1827 55 338363 1042 67 1793 3599 3312 596 212 145 3190 694 337321 14005 975 687 13969 34611 70 302710 2496 287 46 internal_count=363170 184 56 362986 1715 47 361271 1668 128 58 5713 1316 2059 355558 1283 352 293 17195 148 232 3654 59 1827 55 338363 1042 67 1793 3599 3312 596 212 145 3190 694 337321 14005 975 687 13969 34611 70 302710 2496 287 46 cat_boundaries=0 6 13 14 19 26 33 38 39 cat_threshold=1345024 134218752 67109136 0 16448 16384 134217728 64 256 0 0 0 4 3110 137396224 1073742336 135266304 0 1024 3222306816 98372 2147483713 1081475360 8423936 2495637504 2 2156953600 65604 524289 32 2048 0 4 3245572 142901252 134222161 100729344 12588288 2248 is_linear=0 shrinkage=0.01 Tree=108 num_leaves=56 num_cat=9 split_feature=3 4 26 0 25 4 0 5 0 18 4 6 25 6 3 9 10 25 24 3 3 26 10 12 3 9 3 11 25 4 0 24 0 0 11 25 5 0 4 5 5 19 0 9 24 10 3 26 25 5 17 0 14 11 10 split_gain=3.0713e+08 4.57755e+08 1.43836e+08 9.94058e+07 3.60146e+07 3.75193e+07 4.80958e+07 2.72354e+07 2.61124e+07 2.02146e+07 1.47127e+07 1.35675e+07 1.06153e+07 8.80327e+06 8.66819e+06 8.09771e+06 8.73928e+06 7.68131e+06 7.07711e+06 7.34186e+06 7.07202e+06 5.89575e+06 1.14573e+07 5.5821e+06 5.28271e+06 4.73601e+06 2.04831e+07 3.12669e+07 4.54127e+06 6.89482e+06 3.93418e+06 3.92494e+06 3.78809e+06 3.73937e+06 3.10538e+06 2.5715e+06 2.50367e+06 2.50238e+06 2.47868e+06 2.36184e+06 2.29855e+06 2.25335e+06 1.86729e+06 1.86699e+06 1.71859e+06 1.57762e+06 3.32171e+06 1.53808e+06 1.41171e+06 1.38834e+06 1.27579e+06 1.21667e+06 1.14036e+06 1.72137e+06 945158 threshold=2725.8677800000005 2693.9010000000007 2022.5000000000002 591.40200000000016 0 3.6423000000000001 992.19979999999998 1561.8224400000001 104.01000000000001 520.37250000000006 480.67500000000001 1937.6795000000002 1 1937.6795000000002 748.6165000000002 712.7850000000002 416.12500000000006 2 3 1282.3492500000004 39.656455000000001 2022.5000000000002 137.52250000000001 150.96810000000002 481.20000000000005 375.64974000000007 14.522500000000003 62.595000000000006 4 1522.8167500000002 992.19979999999998 5 137.52300000000002 2778.6210000000005 176.33882000000003 6 384.24423250000001 1519.5755740000002 93.591000000000008 923.46450000000016 923.46450000000016 117.02600000000001 747.41500000000008 265.57100000000008 7 83.178000000000011 1282.3492500000004 2022.5000000000002 8 1312.9050000000002 20.962500000000006 992.19979999999998 1061.9390000000003 382.05000000000001 130.22632050000001 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 left_child=3 13 -3 8 5 6 42 12 20 14 17 31 18 21 -9 45 -17 24 40 -20 25 30 -23 -16 44 35 36 -28 29 34 -2 41 -26 38 -22 47 -27 -8 -14 -33 -6 -12 -5 48 -10 46 -7 -1 -19 -37 -18 -47 53 -30 -45 right_child=1 2 -4 4 7 15 37 9 10 -11 11 -13 33 -15 23 16 50 43 19 -21 28 22 -24 -25 32 26 27 -29 52 -31 -32 39 -34 -35 -36 49 -38 -39 -40 -41 -42 -43 -44 54 -46 51 -48 -49 -50 -51 -52 -53 -54 -55 -56 leaf_value=0.13951414821683197 4.7777782658168251 23.496137750244142 58.555265593095257 5.3609927124023447 0.60181113758572824 1.4365285945111428 19.06822498480479 0.37783598914290922 0.44023469965543655 15.330189986456007 0.64344392723240151 9.9900150299072266 -0.010444250858747043 -1.5591675468727395 10.29729626159668 11.312615908145904 4.9860412392249476 0.26708170164141887 2.1950920964515159 6.1662106653213504 0.30135621878854701 -1.544064014752706 6.994672240632954 3.3906653742356738 6.3311511314482916 0.16642620083370013 0.069760746426052511 16.566363365173341 0.036547678591053408 4.7084812951732333 10.974959156990051 2.2264311235815843 1.8823013112666431 -3.5335820040336023 1.1167680805117182 -0.052215979031973177 1.9648332905488854 14.767206458430138 1.5369828418831326 4.6603068844152959 2.9304602273981626 2.6342039131548471 1.6316337676705985 0.48337397624837591 1.0102557878992031 1.7968630292266607 6.0649852790832517 -0.025763726477403874 -0.038650368559172109 1.2335634838967096 1.7528139628534731 -0.96070941209793093 -1.933639324451315 1.1907897057765313 1.4873985287470695 leaf_weight=11525 21 25 22 25 432 69 24 33 1217 21 347 20 455 27 25 20 26 4960 676 50 5016 30 33 22 21 867 27 20 9430 37 20 214 216 26 515 311271 85 31 134 49 47 68 29 235 1018 32 20 11009 2173 84 23 32 29 131 156 leaf_count=11525 21 25 22 25 432 69 24 33 1217 21 347 20 455 27 25 20 26 4960 676 50 5016 30 33 22 21 867 27 20 9430 37 20 214 216 26 515 311271 85 31 134 49 47 68 29 235 1018 32 20 11009 2173 84 23 32 29 131 156 internal_value=0 13.134 39.9068 -0.00483672 2.08961 5.10306 10.062 1.53582 -0.0179118 6.59831 0.468852 1.87251 1.26332 3.52853 4.3062 2.89811 5.74209 0.370837 1.80239 2.43504 -0.0327826 4.84937 2.92861 7.06441 0.853442 -0.0423453 0.645158 7.08959 0.178488 0.405334 7.80079 1.63306 2.2765 0.174929 0.37728 -0.0444023 0.326998 16.644 0.341602 2.58173 0.813321 0.946826 3.35819 0.210864 0.706358 1.61554 2.47663 0.0587415 0.174264 -0.0518674 3.4684 0.418077 0.0463086 0.0523625 0.883957 internal_weight=0 178 47 362992 2252 331 109 1921 360740 101 10694 698 1820 131 80 222 69 9996 1205 726 350046 104 63 47 2472 334888 999 47 15158 5568 41 678 237 615 5531 333889 952 55 589 263 479 415 54 7524 2235 153 89 22534 7133 311355 49 64 9590 9561 391 internal_count=363170 178 47 362992 2252 331 109 1921 360740 101 10694 698 1820 131 80 222 69 9996 1205 726 350046 104 63 47 2472 334888 999 47 15158 5568 41 678 237 615 5531 333889 952 55 589 263 479 415 54 7524 2235 153 89 22534 7133 311355 49 64 9590 9561 391 cat_boundaries=0 6 13 19 20 26 27 34 35 42 cat_threshold=1049088 134217728 16 0 4194304 16384 134530048 262656 67113216 1073807360 20480 0 132 1084416 134479936 67109120 37749248 65 64 1667 137396736 1208320516 68161873 100663809 12583936 16384 3752 3222274048 98372 2147483712 1148584224 41946624 2495637504 2 2792 211878436 1082164224 169349712 1075052544 12604672 0 192 is_linear=0 shrinkage=0.01 Tree=109 num_leaves=52 num_cat=7 split_feature=1 0 3 1 4 0 0 0 3 10 2 2 7 21 0 25 3 13 24 0 1 23 0 4 4 0 1 9 1 26 3 18 8 2 25 3 4 2 25 24 3 2 1 25 26 0 7 8 4 25 0 split_gain=3.20744e+08 3.35396e+08 1.39034e+08 8.63207e+07 4.86455e+07 3.97068e+07 3.63789e+07 2.62761e+07 1.60028e+07 1.36179e+07 1.3415e+07 1.20115e+07 1.06619e+07 9.6695e+06 9.72221e+06 8.4915e+06 7.80696e+06 1.95943e+07 7.3393e+06 1.37313e+07 7.16724e+06 6.94782e+06 6.37898e+06 9.95819e+06 8.23439e+06 5.0421e+06 4.45373e+06 6.92042e+06 3.50648e+07 4.19218e+06 7.47888e+06 5.53385e+06 3.85209e+06 2.66431e+06 2.66118e+06 2.64837e+06 2.53111e+06 2.16054e+06 1.98194e+06 1.81736e+06 4.03125e+06 1.81226e+06 1.74124e+06 1.40875e+06 1.3723e+06 1.07227e+06 821739 677868 615406 488525 361274 threshold=2781.5828000000006 2778.6210000000005 2725.8677800000005 678.28840000000002 2693.9010000000007 1519.5755740000002 233.46861500000003 111.94437000000001 543.62350000000004 460.16525000000007 486.17193650000007 967.39580000000012 76.508500000000012 56.450865000000007 992.19979999999998 0 1890.7105500000002 17.865984000000001 1 1117.6621800000003 39.031250000000007 1.4250000000000003 1519.5755740000002 588.42000000000019 785.57750000000021 2778.6210000000005 25.327700000000004 395.07800000000003 41.319565000000004 2022.5000000000002 543.62350000000004 1128.2175000000002 221.71550000000002 74.33550000000001 2 30.592500000000005 480.67500000000001 967.39580000000012 3 4 222.04049700000004 184.07250000000002 860.12500000000011 5 2022.5000000000002 531.22050000000013 207.31714000000002 658.8995000000001 36.379500000000014 6 137.52300000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 1 2 2 2 9 2 2 2 2 2 9 2 left_child=3 8 -3 6 7 -6 12 39 41 -10 15 29 26 14 -13 18 32 -18 19 -8 37 -20 24 -24 -22 36 34 33 -29 30 -9 -31 35 -28 44 -14 -17 48 -34 40 42 50 -5 -36 -1 -39 49 -48 -12 -41 -2 right_child=1 2 -4 4 5 -7 10 11 9 -11 20 13 16 -15 -16 25 17 -19 21 -21 22 -23 23 -25 -26 -27 27 28 -30 31 -32 -33 38 -35 43 -37 -38 45 -40 46 -42 -43 -44 -45 -46 -47 47 -49 -50 -51 -52 leaf_value=0.15413492199546969 0.84043606567382811 14.739183324730915 46.767406950285938 2.4969435409988678 22.064377467849042 3.6439272155761717 1.6951989032157704 2.2404650300181643 12.226507514504826 2.3881177393595379 0.23268342167723416 2.1881957249936805 0.078494886124610433 11.547649284362793 6.2511942998374375 0.2313787237120237 11.795058898925781 -1.7387407794206038 0.7188916444053054 7.4608160061531876 1.6106297881653537 6.6507095012664799 10.819211395097817 1.5136761708881545 4.7248859941297114 -3.6879860179126265 0.039604676024547848 14.540663173675537 0.51083283209361918 1.3307252341225035 5.5712932903535908 6.6129374476841525 1.4803642959666974 0.35903394262498661 -0.006140204115684153 0.46327717447954919 1.4840857300284314 0.099684840043385833 0.54755196384393456 0.55083610327347465 5.444804878234863 3.5102959478469122 0.026669517313496451 -0.062955857278552838 -0.018318433164255202 -2.7578073199041961 1.3961893149743596 -0.48215567092895506 1.7714568372267598 -0.20317101572541632 -0.8772386519114177 leaf_weight=9497 25 23 33 42 22 25 341 245 34 24 51 113 5399 20 123 2841 20 23 1553 47 397 20 23 23 108 32 16418 20 163 357 93 21 320 3105 52651 2675 171 24 905 105 22 21 89 255387 8975 29 83 25 53 330 24 leaf_count=9497 25 23 33 42 22 25 341 245 34 24 51 113 5399 20 123 2841 20 23 1553 47 397 20 23 23 108 32 16418 20 163 357 93 21 320 3105 52651 2675 171 24 905 105 22 21 89 255387 8975 29 83 25 53 330 24 internal_value=0 13.2012 33.613 -0.00510351 2.23309 12.2663 -0.0157285 1.95038 4.27101 8.15545 0.775918 3.01245 -0.0284484 4.87155 4.30578 0.593663 0.304913 4.55605 1.10511 2.33347 2.06431 0.789294 2.60139 6.16644 2.27665 0.259696 -0.0374436 0.108551 2.04415 2.34774 3.15694 1.62418 0.285255 0.0904077 -0.0462549 0.205977 0.302499 0.179427 0.80778 0.467139 1.39283 1.05248 0.818666 -0.0532452 0.0703069 -1.46385 0.177392 0.961387 1.01687 -0.013177 -0.000874 internal_weight=0 184 56 362986 1715 47 361271 1668 128 58 5713 972 355558 256 236 5005 9342 43 1961 388 708 1573 551 46 505 3044 346216 19706 183 716 338 378 9299 19523 326510 8074 3012 157 1225 696 153 70 131 308038 18472 53 543 108 104 435 49 internal_count=363170 184 56 362986 1715 47 361271 1668 128 58 5713 972 355558 256 236 5005 9342 43 1961 388 708 1573 551 46 505 3044 346216 19706 183 716 338 378 9299 19523 326510 8074 3012 157 1225 696 153 70 131 308038 18472 53 543 108 104 435 49 cat_boundaries=0 7 8 15 22 23 30 37 cat_threshold=76908032 1207961088 67108880 4456448 4210752 16386 128 6 3222274048 98308 2147549249 1147298080 8391680 2495637504 2 2195456 64 0 0 0 0 128 24 545292292 17039424 276826116 2182415376 537965200 196804 128 0 4 256 1142947840 0 0 128 is_linear=0 shrinkage=0.01 Tree=110 num_leaves=57 num_cat=12 split_feature=1 3 0 12 25 0 24 2 2 6 4 0 1 1 7 23 3 2 18 0 2 0 24 4 2 3 3 10 24 18 9 0 25 25 4 25 24 0 4 10 25 7 3 3 2 25 3 10 26 3 7 0 10 25 25 2 split_gain=3.56052e+08 4.72054e+08 8.30398e+07 8.21208e+07 2.86855e+07 4.102e+07 3.69411e+07 5.79275e+07 2.02867e+07 2.00195e+07 1.88767e+07 5.06915e+07 1.46482e+07 1.08196e+07 1.04429e+07 7.26201e+06 6.61311e+06 6.06517e+06 5.84114e+06 4.97422e+06 4.8249e+06 5.94822e+06 4.57245e+06 4.63005e+06 4.38214e+06 4.06728e+06 7.98633e+06 1.11926e+07 4.2366e+06 3.95377e+06 4.0645e+06 3.63499e+06 3.28749e+06 3.26682e+06 3.23398e+06 3.03909e+06 2.7881e+06 2.79506e+06 2.76866e+06 2.59176e+06 2.36961e+06 1.81825e+06 1.79868e+06 1.7503e+06 1.74462e+06 1.53378e+06 1.28582e+06 1.3006e+06 1.17406e+06 1.09886e+06 1.52569e+06 1.07316e+06 1.265e+06 899774 681700 451496 threshold=2781.5828000000006 2725.8677800000005 360.43000000000001 85.709000000000017 0 1275.1415000000002 1 58.380000000000003 102.75350000000002 1937.6795000000002 1.7467500000000002 887.79240000000016 523.64669700000002 133.85250000000005 29.384150000000005 8.5912500000000005 234.85310000000001 189.07500000000002 576.00000000000011 28.442500000000006 367.00960450000008 1884.2950000000003 2 1522.8167500000002 1107.4580000000003 76.331000000000003 119.71400000000001 11.518551000000002 3 621.40117000000009 754.45500000000004 2778.6210000000005 4 5 508.93250000000006 6 7 249.87000000000003 1116.5450000000003 1058.8682400000002 8 2822.9627650000007 1118.1025000000002 648.27500000000009 216.83020000000005 9 1890.7105500000002 1935.1350000000002 2022.5000000000002 50.920000000000009 401.27229150000005 52.898140000000005 182.36317500000004 10 11 673.68310000000008 decision_type=2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 9 9 2 9 1 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 9 9 2 left_child=2 10 8 -3 5 9 7 -7 19 29 11 48 16 44 -9 17 35 31 34 40 -12 -22 43 -24 -15 51 27 -27 -28 33 -31 42 36 -4 -18 38 37 -21 -10 -38 46 45 -6 -19 -8 -42 47 -1 -2 54 -51 55 -53 -37 -34 -14 right_child=1 3 4 -5 15 6 13 14 12 -11 20 -13 25 24 -16 -17 18 22 -20 32 21 -23 23 -25 -26 26 28 -29 -30 30 -32 -33 49 -35 -36 53 39 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 50 -52 52 -54 -55 -56 -57 leaf_value=0.049496235744168761 4.3801290789517493 29.779286987869828 0.50305705847959414 56.514197288513188 0.27761336444853335 22.29980787575245 0.80101656112670894 9.7935041527999083 0.45480215995431417 8.6447037065946137 -2.2807421541213988 21.947302162170409 0.49135525018260595 3.0052315204938256 2.2226154952049257 5.309499303644353 0.66672401439490803 0.041117063800940351 5.0724038213842055 0.59659934337661547 5.7211410017574531 -0.86343203171439797 1.5427683197925413 5.580565033197403 5.9729301451374504 12.00981665301323 0.20252104397330964 1.4303054776191713 2.66104458344725 1.2907540985633588 6.5851869183573228 -2.8494819862778122 0.070796229228260815 1.6022032962110877 2.1175023664975301 0.17016621282318475 0.1786360548297791 2.0866967242368513 3.9386632210275399 3.7899465980529783 -0.0089705424231081871 2.4962506917544776 2.930087786454421 -3.2327362403869633 -2.5268283719601841 -0.063707096598873844 2.1240032272338869 2.1330511233011884 1.1131352231719278 0.21109431317031949 2.0701656947665747 1.0061461106019143 3.7712099730400817 -0.098611503325780531 -0.082603202299993614 -1.0289180560906728 leaf_weight=22120 22 27 425 20 1529 32 50 38 2779 39 24 20 105 120 35 33 1085 89 34 1109 34 23 532 30 85 20 109 20 263 29 29 37 7407 924 179 3573 3131 142 23 20 64913 28 26 20 23 242462 30 30 22 2321 45 78 21 1903 4744 24 leaf_count=22120 22 27 425 20 1529 32 50 38 2779 39 24 20 105 120 35 33 1085 89 34 1109 34 23 532 30 85 20 109 20 263 29 29 37 7407 924 179 3573 3131 142 23 20 64913 28 26 20 23 242462 30 30 22 2321 45 78 21 1903 4744 24 internal_value=0 13.6148 -0.00656467 41.1558 1.40418 2.33531 5.25796 10.1177 -0.0227872 1.57734 4.68772 8.74684 0.416443 2.95229 6.16363 0.649441 0.31855 0.584356 0.982196 -0.0356628 1.48052 3.06421 1.38178 1.72757 4.23574 1.88116 2.47419 6.72006 2.01765 1.38144 3.93797 0.248255 0.122023 1.27153 0.872174 0.21449 0.361072 0.759667 0.48168 0.20092 -0.0447144 -0.0519161 0.321963 -0.512566 -0.247483 -0.0521499 0.0550955 0.0523182 2.74663 0.0492536 0.246453 0.809531 1.59267 0.076752 0.0108962 0.208514 internal_weight=0 192 362843 47 4125 1829 383 105 358718 1446 145 64 10216 278 73 2296 9576 2263 1298 348502 81 57 671 562 205 640 412 40 372 1407 58 1592 18919 1349 1264 8278 4402 1251 2802 3151 329583 307403 1555 109 73 307375 22180 22150 44 14517 2366 228 99 5476 12151 129 internal_count=363035 192 362843 47 4125 1829 383 105 358718 1446 145 64 10216 278 73 2296 9576 2263 1298 348502 81 57 671 562 205 640 412 40 372 1407 58 1592 18919 1349 1264 8278 4402 1251 2802 3151 329583 307403 1555 109 73 307375 22180 22150 44 14517 2366 228 99 5476 12151 129 cat_boundaries=0 6 7 8 9 15 20 26 27 34 41 48 55 cat_threshold=143705600 134217728 16 1073807360 4210688 16384 26 129 166 1081856 135528512 67113296 33280 8389761 2048 134218240 0 16 1073741824 16384 2351204896 328260 256 2359297 4210688 18432 22 3758096512 360452 193 3328311328 1214976 2420140048 2 1081348 1073741920 277945860 1335809 578819200 8388800 128 1115136 134251528 169349632 1677723648 536940800 2 196 673530884 1073742880 403177988 1073881089 2151706944 258 200 is_linear=0 shrinkage=0.01 Tree=111 num_leaves=56 num_cat=13 split_feature=1 3 0 12 25 0 24 3 6 3 4 0 1 3 1 7 23 0 1 4 24 5 17 0 0 6 0 0 25 18 25 20 1 25 1 24 0 25 4 24 4 7 3 26 10 6 5 10 24 26 25 12 25 25 10 split_gain=3.48967e+08 4.6266e+08 8.13931e+07 8.04866e+07 2.81185e+07 4.02005e+07 3.62059e+07 5.00682e+07 1.96203e+07 1.93238e+07 1.85011e+07 4.96828e+07 1.50236e+07 1.31708e+07 1.06043e+07 9.06873e+06 7.11749e+06 5.51389e+06 5.50464e+06 6.01671e+06 5.29701e+06 5.40526e+06 4.55131e+06 4.52567e+06 5.44814e+06 4.00775e+06 3.97882e+06 7.91172e+06 3.90053e+06 3.87463e+06 3.59301e+06 3.50643e+06 3.36415e+06 3.20209e+06 2.73686e+06 2.67899e+06 2.52709e+06 2.37151e+06 2.35681e+06 2.99331e+06 2.34898e+06 1.83172e+06 1.76416e+06 1.73354e+06 1.72343e+06 1.66163e+06 1.58132e+06 1.20726e+06 1.17651e+06 1.15069e+06 1.1467e+06 1.0459e+06 1.01531e+06 964815 231427 threshold=2781.5828000000006 2725.8677800000005 360.43000000000001 85.709000000000017 0 1275.1415000000002 1 40.492500000000014 1937.6795000000002 92.623500000000021 1.7467500000000002 887.79240000000016 786.89439000000004 132.01500000000001 133.85250000000005 378.97500000000008 8.5912500000000005 28.442500000000006 39.031250000000007 1522.8167500000002 2 1312.9050000000002 1381.0875000000003 1884.2950000000003 360.43000000000001 61.636250000000011 111.94437000000001 214.35000000000002 3 621.40117000000009 4 194.70000000000002 494.77402000000006 5 42.085000000000008 6 1884.2950000000003 7 244.94670000000002 8 1116.5450000000003 2822.9627650000007 648.27500000000009 2022.5000000000002 1330.1795 203.26450000000003 84.126000000000019 435.29700000000003 9 2022.5000000000002 10 28.013000000000002 11 12 1935.1350000000002 decision_type=2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 9 2 2 9 2 1 2 9 2 1 2 2 2 2 2 2 2 2 1 2 9 2 9 9 2 left_child=2 10 9 -3 5 8 7 34 29 17 11 49 15 -14 45 22 18 37 36 35 21 -17 30 24 -12 -9 42 -28 38 33 -11 -16 -31 -4 -7 -20 52 44 39 -19 -22 46 -15 -38 53 -8 -39 50 -40 -2 -30 -49 -6 -1 -46 right_child=1 3 4 -5 16 6 14 25 -10 12 23 -13 13 26 31 20 -18 28 19 -21 40 -23 -24 -25 -26 -27 27 -29 47 32 -32 -33 -34 -35 -36 -37 43 41 48 -41 -42 -43 -44 -45 54 -47 -48 51 -50 -51 -52 -53 -54 -55 -56 leaf_value=0.52681626698183615 4.336327906521884 29.481494021945529 0.49814213703144555 55.949055038452151 0.6149648167693923 20.372261671843354 -1.1717994833892247 7.8212813636234833 8.5582565761223819 0.53186271901651561 -1.0043138160705567 21.727829177856446 10.523200634002686 -0.087026058510888973 3.6413541464147898 1.8620406301736523 5.2564042605775771 0.71350137106651301 -0.28308681894751159 5.3385374577840174 0.60309113159179695 6.2021600587906383 5.0230504760742187 -1.8771147819801612 5.5732705093832582 2.2650204086303711 6.1529336314541956 1.1710081996144477 0.11991963404510864 0.92765137630960215 0.11516001706027064 7.2918693505564045 5.8509223894391749 1.5863528019052628 15.67802078532136 1.2098887073807874 -3.2906336729867114 -0.05489605783544925 0.51943780859311428 0.10347759538143873 -2.672119580904643 2.5526244537918656 2.3935953287283578 0.047657081867967341 1.2109448966979981 2.2109906034469606 0.13349286871169327 0.22149473640051756 1.9714254446432626 1.1020038884336298 -0.060843647580520827 2.4863132033850017 0.019583406149617209 0.043126002875846135 2.4999466323852539 leaf_weight=411 22 27 425 20 454 27 53 21 39 3029 20 20 20 79 174 386 33 1364 143 33 250 31 20 27 34 34 56 74 9666 23 6544 31 35 924 23 808 35 303552 134 1970 24 27 45 28 30 20 4522 44 132 22 5501 38 762 20743 26 leaf_count=411 22 27 425 20 454 27 53 21 39 3029 20 20 20 79 174 386 33 1364 143 33 250 31 20 27 34 34 56 74 9666 23 6544 31 35 924 23 808 35 303552 134 1970 24 27 45 28 30 20 4522 44 132 22 5501 38 762 20743 26 internal_value=0 13.4787 -0.00649765 40.7443 1.39019 2.31207 5.20538 10.0165 1.56171 -0.0225586 4.64085 8.65937 0.398913 2.70993 2.92277 0.33734 0.642946 -0.0353397 0.578512 1.1408 1.44379 2.13352 0.257641 1.46571 3.13713 4.3865 2.09471 3.31707 0.131001 1.36778 0.247685 4.19338 3.89859 1.25897 18.2129 0.995138 0.145914 -0.0448607 0.426587 0.3555 0.305077 -0.0519009 0.813199 -1.80695 0.0574039 -0.245008 -0.0521308 0.0608991 1.33361 2.71917 0.0543966 1.27104 0.247091 0.052793 1.80941 internal_weight=0 192 362843 47 4125 1829 383 105 1446 358718 145 64 10558 274 278 10284 2296 348160 2263 984 691 417 9593 81 54 55 254 130 18849 1407 9573 205 58 1349 50 951 1279 329311 3600 3334 274 308101 124 63 21210 73 308074 15249 266 44 15167 82 1216 21154 56 internal_count=363035 192 362843 47 4125 1829 383 105 1446 358718 145 64 10558 274 278 10284 2296 348160 2263 984 691 417 9593 81 54 55 254 130 18849 1407 9573 205 58 1349 50 951 1279 329311 3600 3334 274 308101 124 63 21210 73 308074 15249 266 44 15167 82 1216 21154 56 cat_boundaries=0 6 7 8 13 19 24 25 32 33 34 41 47 53 cat_threshold=143705600 134217728 16 1073807360 4210688 16384 26 3846 1081344 134479936 4416 1074036736 8389248 3179552 1074036756 34607360 513 8389632 2048 134218240 0 16 1073741824 16384 129 3758096384 360452 2240 1181745184 538085888 2420140112 2 30 700 203769348 1082400 201851396 139777 2151695680 2 200 0 1074036800 320 2252341249 8393728 2 0 0 0 0 2048 16384 is_linear=0 shrinkage=0.01 Tree=112 num_leaves=59 num_cat=11 split_feature=1 3 0 8 25 0 2 2 5 0 2 1 0 24 6 1 3 3 1 0 23 13 0 2 10 19 0 3 3 10 24 0 6 10 25 6 25 26 24 0 10 25 25 8 7 15 25 3 10 2 3 19 0 10 24 25 2 10 split_gain=3.42022e+08 4.53453e+08 7.97833e+07 7.81522e+07 2.74059e+07 3.82259e+07 4.44896e+07 1.96496e+07 1.76727e+07 4.13572e+07 1.76515e+07 1.41778e+07 9.33143e+06 1.0699e+07 7.97467e+06 7.59367e+06 6.40568e+06 5.67358e+06 5.30378e+06 4.95446e+06 7.02572e+06 4.92825e+06 4.76711e+06 4.62583e+06 4.2576e+06 4.25519e+06 4.05629e+06 3.9179e+06 7.76068e+06 1.09741e+07 4.14944e+06 3.55721e+06 3.48305e+06 3.36778e+06 3.16321e+06 3.06595e+06 2.96997e+06 2.88986e+06 2.70449e+06 2.73672e+06 2.53584e+06 2.29493e+06 2.10446e+06 1.86548e+06 1.82474e+06 1.78383e+06 1.46844e+06 1.18672e+06 1.197e+06 1.13051e+06 1.06552e+06 1.93451e+06 1.04613e+06 1.23665e+06 663701 563638 442026 340143 threshold=2781.5828000000006 2725.8677800000005 360.43000000000001 2971.7767500000004 0 2778.6210000000005 27.046500000000005 102.75350000000002 190.35649999999995 887.79240000000016 1271.7445000000002 523.64669700000002 1117.6621800000003 1 814.10926000000006 424.16250000000008 234.85310000000001 1118.1025000000002 469.40400000000005 2778.6210000000005 8.5912500000000005 379.24000000000007 28.442500000000006 1107.4580000000003 148.74825000000001 430.74300000000011 887.79240000000016 76.331000000000003 119.71400000000001 11.518551000000002 2 53.860000000000007 1000.0509250000001 435.29700000000003 3 463.20250000000004 4 2022.5000000000002 5 249.87000000000003 1058.8682400000002 6 7 177.38250000000002 2822.9627650000007 610.65000000000009 8 1890.7105500000002 1935.1350000000002 2.1142500000000006 50.920000000000009 270.2000000000001 52.898140000000005 182.36317500000004 9 10 673.68310000000008 126.48825000000001 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 9 2 1 2 2 9 9 2 2 2 9 2 2 2 2 2 2 2 1 9 2 2 left_child=2 8 7 -3 5 10 -7 22 9 31 12 16 32 -14 -8 19 36 42 57 20 23 -20 41 -6 -19 35 -10 52 29 -29 -30 -2 -4 -27 38 -18 43 -21 39 -24 -40 47 45 -9 46 -17 -43 48 -1 -44 54 -52 56 -54 -36 -38 -13 -12 right_child=1 3 4 -5 15 6 14 11 26 -11 18 27 13 -15 -16 17 25 24 21 37 -22 -23 34 -25 -26 33 -28 28 30 -31 -32 -33 -34 -35 50 -37 55 -39 40 -41 -42 44 49 -45 -46 -47 -48 -49 -50 -51 51 -53 53 -55 -56 -57 -58 -59 leaf_value=0.047428360748017956 5.0482779838562015 29.238589161060478 1.1149925036693729 55.319487457275393 0.35274137784693566 20.523482427597045 0.97370077371597297 0.32768584159152581 3.7314841379438128 17.560544079371862 2.8558546152114865 0.48564907745342878 5.6006447974906486 1.4866134176399501 8.7947843516956681 1.8845416835080022 0.66132616797949373 7.442366413576849 7.4694588057384932 -4.918942527064571 5.9913363979173742 3.2563087637831525 0.5850120884800839 3.5294203027765803 2.3249023710070431 1.1279490594863892 -1.2572527714264699 11.856312457561494 0.18910063212158298 1.3805890269279479 2.6196091607114771 -0.2862968246459961 3.1525231080264837 6.7977770545265894 0.16124014791602576 2.0779607508423625 0.096863490384167514 0.027209753450893222 0.17407960498865091 2.0594750576392866 3.7462227034568789 -0.0087732307832953365 -0.44595553888790845 1.0118408435949811 2.5484836369973642 4.9203734206611465 -0.062562209698414487 2.0079802420831494 2.0137826925708402 1.1532716991261738 0.2138388808442791 3.1281960522351056 0.99248682022094725 3.7263955497741699 -0.025907753697920456 -0.15823108061959809 -1.0185956446329754 1.0115577487945557 leaf_weight=22823 25 27 1075 20 1857 24 32 3677 28 28 20 105 111 187 22 161 1078 29 86 27 23 41 1109 47 37 20 39 20 109 20 263 25 91 22 2338 178 2937 21 3131 142 20 64209 69 447 27 22 242462 31 31 123 2343 23 78 21 9813 1217 24 20 leaf_count=22823 25 27 1075 20 1857 24 32 3677 28 28 20 105 111 187 22 161 1078 29 86 27 23 41 1109 47 37 20 39 20 109 20 263 25 91 22 2338 178 2937 21 3131 142 20 64209 69 447 27 22 242462 31 31 123 2343 23 78 21 9813 1217 24 20 internal_value=0 13.3439 -0.00643041 40.3368 1.37638 2.34234 9.19496 -0.0223317 4.59444 7.83006 2.02898 0.409946 1.67762 3.25685 4.16007 0.680575 0.313638 1.86982 5.10916 0.418473 0.497522 6.10931 -0.0350035 0.431157 4.57349 0.966793 0.827593 1.85095 2.433 6.61845 1.98295 2.38099 1.27401 4.09786 0.119365 0.862091 0.211223 -2.755 0.353851 0.746411 0.19613 -0.0438647 1.39398 0.400869 -0.051072 2.13295 -0.0513025 0.0527247 0.0500956 0.549908 0.0479846 0.242169 0.799189 1.57241 0.0102132 0.0219278 0.20579 1.93371 internal_weight=0 192 362843 47 4125 1709 78 358718 145 78 1631 10216 1464 298 54 2416 9576 441 167 1975 1927 127 348502 1904 66 1298 67 640 412 40 372 50 1166 42 18919 1256 8278 48 4402 1251 3151 329583 375 4124 306698 183 306671 22885 22854 192 14517 2366 228 99 12151 4154 129 40 internal_count=363035 192 362843 47 4125 1709 78 358718 145 78 1631 10216 1464 298 54 2416 9576 441 167 1975 1927 127 348502 1904 66 1298 67 640 412 40 372 50 1166 42 18919 1256 8278 48 4402 1251 3151 329583 375 4124 306698 183 306671 22885 22854 192 14517 2366 228 99 12151 4154 129 40 cat_boundaries=0 6 7 8 14 21 22 29 36 43 44 51 cat_threshold=143704576 134217728 16 1073807360 4194304 16384 2062 166 1081856 135528512 67113296 33280 8389761 2048 2351204896 134545996 528640 69470209 541081856 18432 128 22 3758096512 360452 65 3328311840 1214976 2420140048 2 1024 0 4352 0 0 0 4 1081348 1073741920 277945988 1335297 578819200 8388800 128 6 9503748 1149273136 177209872 1610620928 77824 258 68 is_linear=0 shrinkage=0.01 Tree=113 num_leaves=61 num_cat=9 split_feature=1 3 0 12 25 0 26 3 2 6 26 0 1 3 6 0 1 3 12 18 3 3 0 23 0 2 3 6 7 0 7 0 2 3 18 9 0 9 7 25 25 25 26 19 25 18 12 13 7 14 2 2 25 8 3 25 11 25 1 25 split_gain=3.35216e+08 4.44429e+08 7.8215e+07 7.80005e+07 2.68741e+07 3.7495e+07 2.20765e+07 2.6366e+07 1.92609e+07 1.89452e+07 1.4996e+07 2.18338e+07 1.39037e+07 1.14804e+07 8.73504e+06 8.61902e+06 7.44256e+06 6.27822e+06 6.09312e+06 5.65414e+06 5.62251e+06 5.56067e+06 4.85587e+06 6.8859e+06 4.67229e+06 4.53377e+06 4.33065e+06 4.15982e+06 4.76321e+06 3.88374e+06 8.03162e+06 5.59609e+06 4.17196e+06 6.97992e+06 3.82877e+06 4.52399e+06 3.70104e+06 8.30609e+06 3.12892e+06 3.11534e+06 3.10284e+06 2.91909e+06 2.83235e+06 2.25059e+06 2.23448e+06 2.15055e+06 1.90681e+06 1.94479e+06 1.71234e+06 1.70114e+06 1.68047e+06 1.46438e+06 1.46438e+06 1.3648e+06 1.23146e+06 1.15588e+06 1.62928e+06 948759 812964 300844 threshold=2781.5828000000006 2725.8677800000005 360.43000000000001 85.709000000000017 0 1275.1415000000002 2022.5000000000002 32.843650000000004 102.75350000000002 1937.6795000000002 2022.5000000000002 1884.2950000000003 523.64669700000002 373.20250000000004 1324.2200000000003 1884.2950000000003 424.16250000000008 234.85310000000001 1017.6685000000001 576.00000000000011 284.84010000000006 1118.1025000000002 2778.6210000000005 8.5912500000000005 28.442500000000006 1107.4580000000003 648.27500000000009 747.89455000000009 438.06825000000003 102.81100000000002 519.7600000000001 190.45082400000004 210.00800000000001 103.76700000000001 621.40117000000009 754.45500000000004 1117.6621800000003 228.02150000000003 659.5150000000001 1 2 3 2022.5000000000002 249.03525000000005 4 493.91696000000007 659.09565500000008 213.77485000000004 2822.9627650000007 130.17950000000002 385.09140000000008 14.954500000000001 5 204.15015000000002 1890.7105500000002 6 640.9625000000002 7 733.85806350000018 8 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 9 2 2 9 2 2 2 2 2 2 2 9 2 2 9 2 9 2 9 left_child=2 10 8 -3 5 9 7 15 24 34 11 13 17 -2 20 -7 22 41 -16 38 -8 45 23 25 44 -6 -9 28 -23 32 43 -32 33 -14 39 -36 37 -12 -19 -4 46 50 -24 -31 54 51 57 -48 52 -34 -10 -18 -46 -43 58 56 -42 -26 -1 -57 right_child=1 3 4 -5 16 6 14 26 12 -11 36 -13 29 -15 18 -17 21 19 -20 -21 -22 27 42 -25 40 -27 -28 -29 -30 30 31 -33 49 -35 35 -37 -38 -39 -40 -41 55 53 -44 -45 48 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 59 -58 -59 -60 -61 leaf_value=0.045529718377586556 -0.21678636621545863 28.845995359067565 1.6712928412980541 54.901573318481439 0.34921396340867911 8.0075366318225853 -1.0635261445296438 1.5117991574151177 0.35135144403578922 8.519894826286718 -0.56094818256519463 16.126730492331767 0.14940815113484859 9.6416512026105607 2.9597355333964033 14.765602601092795 0.1295607338453594 0.69222979314016253 10.335564624241419 4.9813280554378734 3.1276712205965227 3.1121195680444891 -4.8697531099672675 5.931423081107762 1.2173744741953336 3.4941261149467309 5.74563741622827 1.0950520556905996 9.7704135853903633 1.5822458173486715 9.5232998718261719 3.3286913137435916 0.86569189368717137 6.1342222349267255 0.95056564903259277 6.8540816794501414 -1.5202703009711371 7.8245198726654053 2.4291079791386925 0.62207529312466203 0.12175366151252416 0.031209545972420517 0.026937631794384548 5.0737609338760379 -0.0084791303501561017 4.4134743553941904 4.4760036063097095 0.51891542381710476 2.4224165516240257 -1.1223599706377301 0.9670795663046664 1.5818170270624086 -0.061945322396754696 0.65320843976256404 2.0781947301228838 0.0060298488638531366 2.2833210754394533 0.33265682136330804 0.7500884416753596 -0.13881739557417239 leaf_weight=21985 27 27 724 20 1857 32 57 35 2250 38 27 22 40 21 24 46 95 1150 21 34 73 22 27 23 120 47 78 23 21 240 25 35 186 38 25 27 27 21 114 529 9421 5097 21 20 64971 22 23 27 28 56 552 258 242404 379 30 4019 35 3053 165 2221 leaf_count=21985 27 27 724 20 1857 32 57 35 2250 38 27 22 40 21 24 46 95 1150 21 34 73 22 27 23 120 47 78 23 21 240 25 35 186 38 25 27 27 21 114 529 9421 5097 21 20 64971 22 23 27 28 56 552 258 242404 379 30 4019 35 3053 165 2221 internal_value=0 13.2104 -0.00636338 39.9335 1.36278 2.31932 5.17025 7.52111 -0.0221076 1.55965 4.54849 7.87728 0.405873 4.09628 2.60445 11.9931 0.673769 0.310501 6.40179 0.957125 1.28999 1.85112 0.414288 0.492546 -0.0346534 0.426846 4.43427 4.52775 6.36384 1.83288 2.61188 5.90978 1.05389 3.06509 1.35697 4.01585 1.44163 3.10769 0.848879 1.24663 0.118172 0.20911 -2.72745 1.85082 -0.043426 1.38004 0.400292 2.33918 -0.0504194 0.405647 0.47097 1.19098 -0.0506463 0.0741234 0.0534962 0.0599484 0.129617 0.371001 0.0507781 -0.0456652 internal_weight=0 192 362843 47 4125 1709 366 191 358718 1343 145 70 10216 48 175 78 2416 9576 45 1298 130 441 1975 1927 348502 1904 113 66 43 640 320 60 320 78 1305 52 75 48 1264 1253 18919 8278 48 260 329583 375 3223 50 307403 242 2802 353 307375 5476 22180 15696 9456 3173 22150 6240 internal_count=363035 192 362843 47 4125 1709 366 191 358718 1343 145 70 10216 48 175 78 2416 9576 45 1298 130 441 1975 1927 348502 1904 113 66 43 640 320 60 320 78 1305 52 75 48 1264 1253 18919 8278 48 260 329583 375 3223 50 307403 242 2802 353 307375 5476 22180 15696 9456 3173 22150 6240 cat_boundaries=0 6 12 18 24 31 38 45 50 57 cat_threshold=143704576 134217728 16 1073807360 4194304 16384 9486336 0 0 65536 0 16384 1081344 134479936 4416 32768 8388736 2048 2351204896 328260 256 2359297 4210688 18432 3758096512 360452 193 3328311328 1214976 2420140048 2 1081348 1073741920 277945860 1335809 578819200 8421568 128 136660484 1074824224 201326612 1073750529 4195649 2 200 0 0 64 0 128 620757024 42074778 305660418 2685534336 2164355072 256 4 is_linear=0 shrinkage=0.01 Tree=114 num_leaves=59 num_cat=11 split_feature=1 3 12 1 3 4 26 2 3 2 2 2 25 26 3 1 24 17 26 25 11 2 2 2 2 15 1 9 20 24 3 3 25 24 26 25 3 25 25 3 9 4 10 2 16 4 11 1 25 3 8 9 2 25 3 9 3 9 split_gain=3.28545e+08 4.35585e+08 7.64483e+07 6.55558e+07 2.78037e+07 1.79564e+07 3.17481e+07 1.37419e+07 1.27307e+07 1.11886e+07 7.55446e+06 6.6312e+06 6.60784e+06 9.10469e+06 7.51069e+06 6.42553e+06 9.05288e+06 6.05144e+06 5.81664e+06 5.49923e+06 4.98915e+06 4.92309e+06 4.68408e+06 4.41297e+06 4.19442e+06 4.15524e+06 3.69058e+06 3.42309e+06 3.26941e+06 3.36997e+06 3.23425e+06 3.01937e+06 2.8682e+06 3.24404e+06 3.53099e+06 2.82274e+06 4.20399e+06 2.61983e+06 2.45154e+06 2.72009e+06 2.36866e+06 2.05911e+06 2.05453e+06 1.67317e+06 1.66027e+06 1.60693e+06 1.46533e+06 1.40705e+06 1.38366e+06 1.0595e+06 1.00212e+06 941422 664082 612848 1.01266e+06 429582 261356 243986 threshold=2781.5828000000006 2725.8677800000005 85.709000000000017 263.08925000000005 1282.3492500000004 1.7467500000000002 2022.5000000000002 122.867 138.47650000000002 1827.1555000000001 2682.0900000000006 223.62625000000003 0 2022.5000000000002 4.5990000000000011 786.89439000000004 1 1071.2935000000002 2022.5000000000002 2 246.44000000000003 1271.7445000000002 367.00960450000008 50.915500000000009 486.17193650000007 575.25150000000008 1256.4300000000001 1329.0550000000001 596.80275000000006 3 66.476000000000013 1282.3492500000004 4 5 2022.5000000000002 6 1890.7105500000002 7 8 145.91800000000003 827.32299999999998 1116.5450000000003 1935.1350000000002 1827.1555000000001 124.44300000000003 588.42000000000019 734.30050000000017 19.637625000000003 9 1282.3492500000004 154.63500000000002 658.43074000000013 2682.0900000000006 10 1493.1141200000004 55.04196000000001 1890.7105500000002 56.960000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 9 1 2 9 2 9 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 left_child=3 5 -3 8 7 6 -2 12 23 20 -11 35 13 14 -5 19 21 38 -12 25 24 -17 -7 32 45 -9 -26 44 29 -14 -18 -24 33 34 -1 36 40 41 49 -40 -10 43 47 -25 -22 -6 -21 -34 -35 -13 52 -52 -39 56 -55 -15 -37 -44 right_child=1 2 -4 4 9 22 -8 15 11 10 18 17 28 55 -16 16 30 -19 -20 46 27 -23 31 37 26 -27 -28 -29 -30 -31 -32 -33 42 48 -36 53 -38 50 39 -41 -42 -43 57 -45 -46 -47 -48 -49 -50 -51 51 -53 -54 54 -56 -57 -58 -59 leaf_value=0.74982414887984594 14.287848675376491 28.557535598189745 54.352556564331053 8.1689006104469293 3.4284574311779394 -2.3310017426808676 -0.052854884954599238 1.6199160157583352 0.44520327103972962 10.385623856324417 8.39208156967163 0.36864493432961382 1.2735713454617203 -0.47621762153429864 0.66355891227722175 3.2172956182264678 -0.82389333298712064 6.5148352165222176 1.1567670299530028 0.48890424390954518 -1.8815734475658787 6.7614041555688731 4.9696770906448364 0.31481320725927364 7.8995051301492234 4.5776169598803804 3.2997106251572119 4.2719341759059741 3.9793349716186528 0.2201076085121596 1.6638610350705714 0.33146301574707032 -0.048613004882282665 0.25504773675556369 0.0064204189757024075 -0.11465271147600441 4.1405501949787142 0.027452632821190676 4.8058792043867564 1.1640933924887948 3.0322138918770687 3.0509823264394487 1.4180620007884914 2.7671744082655225 1.3912613617220233 -0.15423347291492281 2.3458715424007841 0.044580901700524027 -0.063189518739836553 -1.8130273602406184 0.38174419733585996 2.2135439758300781 -1.5434249976829246 0.13092967382284029 1.5016096846840601 1.3263911700248718 -1.1138406478034124 2.8537710962295537 leaf_weight=1500 38 27 20 40 31 24 26 692 2096 39 20 307 337 39 20 236 66 20 25 763 31 47 32 4349 37 51 33 23 25 2567 251 25 310368 1837 1113 860 32 8206 21 878 36 28 29 28 31 21 45 17093 5240 24 433 30 27 2696 55 20 27 20 leaf_count=1500 38 27 20 40 31 24 26 692 2096 39 20 307 337 39 20 236 66 20 25 763 31 47 32 4349 37 51 33 23 25 2567 251 25 310368 1837 1113 860 32 8206 21 878 36 28 29 28 31 21 45 17093 5240 24 433 30 27 2696 55 20 27 20 internal_value=0 13.0783 39.5341 -0.00629874 1.07815 4.50301 8.46194 0.909785 -0.0229591 4.08615 7.16429 0.397711 0.477891 2.69754 5.66712 1.52178 2.40053 1.05836 4.37246 1.18184 2.83705 3.676 1.37497 -0.0314277 4.13291 1.79873 5.73103 0.977115 0.377213 0.347502 1.11086 2.93537 -0.0384238 0.131053 0.431522 0.255378 0.540388 0.14864 0.969641 1.23542 0.488886 0.347006 -0.0434407 0.330501 -0.245156 1.9816 0.585083 -0.0437484 0.0196597 0.204285 0.0477034 0.500435 0.022301 0.0841283 0.15776 0.134836 -0.14345 2.00407 internal_weight=0 192 47 362843 5490 145 64 5199 357353 291 84 7052 3048 119 60 2151 600 1250 45 1551 207 283 81 350301 122 743 70 85 2929 2904 317 57 337200 9690 2613 5802 2164 13101 1230 899 2132 4405 327510 4377 62 52 808 327461 7077 331 8696 463 8233 3638 2751 59 887 49 internal_count=363035 192 47 362843 5490 145 64 5199 357353 291 84 7052 3048 119 60 2151 600 1250 45 1551 207 283 81 350301 122 743 70 85 2929 2904 317 57 337200 9690 2613 5802 2164 13101 1230 899 2132 4405 327510 4377 62 52 808 327461 7077 331 8696 463 8233 3638 2751 59 887 49 cat_boundaries=0 4 5 12 13 20 21 26 32 39 45 52 cat_threshold=9437184 0 0 65536 2840 67142688 1216610304 68161552 0 4194304 0 132 4 1048576 65540 0 1111490592 8390784 2147508288 2 7 3441668 263248 134746449 65536 1024 2285142528 134545984 256 103022593 4211201 2048 1028 1208254464 1572864 1140850688 0 2 128 0 65536 0 37748736 2176 16448 3230154880 16843524 3584 40249379 8415232 0 4 is_linear=0 shrinkage=0.01 Tree=115 num_leaves=52 num_cat=11 split_feature=2 4 7 1 2 6 1 6 25 3 7 1 4 3 24 4 3 3 4 1 25 1 24 14 2 24 4 11 25 24 26 8 21 8 25 12 2 10 1 3 2 25 6 10 11 25 1 25 7 10 3 split_gain=2.19469e+08 2.54126e+08 1.44272e+08 6.85534e+07 3.3126e+07 1.77253e+07 2.5399e+07 2.38849e+07 1.5367e+07 1.50441e+07 1.35014e+07 1.32609e+07 2.20714e+07 1.0316e+07 7.29328e+06 7.20903e+06 7.19737e+06 7.10725e+06 6.48142e+06 5.89433e+06 8.00295e+06 6.48524e+07 5.47331e+06 5.11943e+06 3.87936e+06 3.73993e+06 3.50254e+06 3.46564e+06 3.26735e+06 3.44575e+06 4.68237e+06 3.20627e+06 2.89322e+06 3.0171e+06 2.7403e+06 2.64568e+06 2.32066e+06 2.14417e+06 1.86278e+06 1.80559e+06 1.78638e+06 1.78423e+06 1.67154e+06 1.45291e+06 1.37297e+06 1.17023e+06 2.17979e+06 1.1462e+06 1.05865e+06 591259 547248 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 270.00500000000005 1107.4580000000003 1529.30718 860.12500000000011 116.37925 0 2725.8677800000005 104.89700000000002 2781.5828000000006 6.7825000000000006 2725.8677800000005 1 480.67500000000001 481.20000000000005 250.65000000000003 209.38800000000003 23.455000000000002 2 27.601250000000004 3 943.12925000000007 62.166250000000012 4 452.88000000000005 88.390750000000011 5 6 2022.5000000000002 177.38250000000002 278.15600000000006 553.29950000000008 7 556.80950000000018 673.68310000000008 1935.1350000000002 733.85806350000018 125.49685000000001 48.292750000000005 8 137.52500000000001 767.74042000000009 106.57690000000001 9 860.12500000000011 10 912.83060000000012 141.33905000000004 135.86380000000003 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 9 2 1 2 2 1 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 9 2 9 2 2 2 left_child=3 5 -3 10 8 6 39 -8 11 14 19 15 -13 17 35 22 38 31 -18 28 21 -21 -5 -17 45 34 40 -23 29 30 -1 42 33 -26 -19 50 -28 44 -16 -2 -22 -33 -12 -27 -30 46 -10 -31 -37 -47 -6 right_child=1 2 -4 4 9 -7 7 -9 24 -11 13 12 -14 -15 16 23 18 25 -20 20 26 27 -24 -25 32 43 36 -29 37 47 -32 41 -34 -35 -36 48 -38 -39 -40 -41 -42 -43 -44 -45 -46 49 -48 -49 -50 -51 -52 leaf_value=0.88325479996406431 1.023803354051378 14.256202309348367 50.900366399855841 1.8571568045587181 3.3468253019581669 -2.3744765408833821 18.526649314117432 4.7035073089599608 0.23259571293348905 10.404624233245849 0.086751707439283565 12.767123062698928 0.095393951960972376 7.0811377875701238 3.5891894511456757 2.0857190294711838 11.07086749023199 3.212850634460775 4.9495357786118985 19.113219165802004 0.040246860341038068 0.36715008194908244 0.6866311576694003 5.5802175076629803 0.80287997312356763 0.28244766277723032 0.8814380556193866 4.2225616531372072 -0.049862138577729413 0.24768522794040965 -0.031360767571863069 1.4409109815695562 -2.7511680536043075 2.8386711535041713 1.3006634578806289 0.48627744483947755 3.5956076992202455 2.2391002184588733 0.85458727653990396 4.6349473304748532 0.26966230163367344 0.49881575156828606 0.5553952208994114 2.683812412685818 0.17279782023984183 -0.13574136865587913 2.2045696001341848 -0.011614904114674578 -2.728438887823196 0.68795577343474035 1.3825465406276083 leaf_weight=1239 45 22 21 597 23 30 25 25 372 33 4677 27 28 23 53 473 20 107 128 20 15272 346 1311 46 719 377 212 25 313881 2111 1021 277 21 81 413 20 37 41 47 20 4364 825 909 27 2794 1195 66 8688 21 94 37 leaf_count=1239 45 22 21 597 23 30 25 25 372 33 4677 27 28 23 53 473 20 107 128 20 15272 346 1311 46 719 377 212 25 313881 2111 1021 277 21 81 413 20 37 41 47 20 4364 825 909 27 2794 1195 66 8688 21 94 37 internal_value=0 10.8023 32.1522 -0.00505825 1.112 4.47096 6.25673 11.6151 0.896395 3.95095 -0.02196 1.45464 6.31606 0.394046 3.34072 1.35046 4.20679 0.373841 5.77674 -0.0310335 0.134456 1.53332 1.06621 2.39544 0.345548 1.19592 0.106125 0.626949 -0.0412085 0.113754 0.467988 0.260264 0.912824 1.009 1.74733 0.725762 1.28475 -0.0476001 2.30393 2.13492 0.0912333 0.753224 0.163013 0.432236 -0.0478976 0.0778715 0.517918 0.0392556 -1.16028 -0.0750909 2.13552 internal_weight=0 188 43 363098 5412 145 115 50 5030 382 357686 2482 55 7635 349 2427 248 7612 148 350051 20276 391 1908 519 2548 924 19885 371 329775 13059 2260 6688 821 800 520 101 249 316716 100 65 19636 1102 5586 404 316675 1727 438 10799 41 1289 60 internal_count=363286 188 43 363098 5412 145 115 50 5030 382 357686 2482 55 7635 349 2427 248 7612 148 350051 20276 391 1908 519 2548 924 19885 371 329775 13059 2260 6688 821 800 520 101 249 316716 100 65 19636 1102 5586 404 316675 1727 438 10799 41 1289 60 cat_boundaries=0 5 6 11 12 13 19 20 21 26 32 38 cat_threshold=11585152 142607360 67113296 0 4210688 142 9437184 0 0 0 128 28 2830 1048576 98308 1 1111490592 8424960 2147510336 3 2129920 70352896 32832 0 0 4096 327680 1073774656 1048576 1077936129 0 16384 0 65536 0 37748736 8390656 24576 is_linear=0 shrinkage=0.01 Tree=116 num_leaves=55 num_cat=12 split_feature=2 1 0 7 18 1 0 2 1 2 2 8 25 5 25 0 13 26 12 7 0 1 11 25 10 14 6 17 24 7 0 1 25 5 25 1 5 10 0 20 24 0 25 2 25 25 15 25 5 8 25 12 5 11 split_gain=2.15101e+08 1.91279e+08 7.7094e+07 4.90527e+07 3.93574e+07 3.15934e+07 2.23572e+07 5.81372e+07 1.88987e+07 1.75715e+07 1.39873e+07 9.35132e+06 9.2054e+06 1.04801e+07 8.7931e+06 1.61002e+07 1.00619e+07 8.2093e+06 6.59304e+06 1.30379e+07 6.4532e+06 4.79629e+06 4.35023e+06 1.03194e+07 4.25903e+07 4.21024e+06 4.1403e+06 3.96048e+06 3.48502e+06 3.38958e+06 3.0893e+06 4.80314e+06 2.67252e+06 2.30891e+06 2.27785e+06 6.5833e+06 2.24653e+06 2.14355e+06 1.97417e+06 1.90493e+06 1.76754e+06 1.7138e+06 1.41968e+06 1.36724e+06 1.36541e+06 1.3603e+06 1.93749e+06 1.09711e+06 1.01172e+06 925688 852641 595526 302490 132353 threshold=2682.0900000000006 2781.5828000000006 286.09000000000009 1941.9625000000003 36.400375000000004 354.74564000000004 2778.6210000000005 193.49000000000004 1892.2623000000001 1271.7445000000002 74.33550000000001 265.17450000000002 0 1908.1960000000001 1 2778.6210000000005 1175.575 2022.5000000000002 17.093500000000002 912.83060000000012 804.19674500000008 214.60600000000002 76.71250000000002 2 55.106960000000008 540.92153100000007 403.63375000000008 1381.0875000000003 3 659.5150000000001 52.014000000000003 678.28840000000002 4 1561.8224400000001 5 1098.6214000000002 524.39625000000012 1935.1350000000002 13.740500000000003 212.54045000000002 6 2778.6210000000005 7 137.75200000000004 8 9 165.82580000000004 10 584.10300000000018 16.876250000000002 11 1621.2640000000004 1908.1960000000001 355.25000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 9 2 9 2 2 2 2 2 1 2 9 2 9 9 2 9 2 2 9 2 2 2 left_child=2 4 10 -3 17 14 9 -8 -9 12 22 21 13 -7 15 16 28 20 19 -11 -2 29 32 24 53 -20 -14 30 -4 44 48 -32 33 37 35 -23 -19 -1 47 41 -36 50 -40 -31 -12 46 -25 -34 -13 -41 -16 -47 -35 -24 right_child=1 3 5 -5 -6 6 7 8 -10 18 11 27 26 -15 39 -17 -18 36 25 -21 -22 34 23 45 -26 -27 -28 -29 -30 43 31 -33 38 52 40 -37 -38 -39 42 49 -42 -43 -44 -45 -46 51 -48 -49 -50 -51 -52 -53 -54 -55 leaf_value=0.052764457874349587 2.2731549814012317 19.359658167912411 0.29521919849110534 40.19058442687988 16.928348683896271 2.2098724057772432 22.351118804931641 7.4111907184123993 -4.472678252510403 4.6455355069443991 0.23233255901732136 0.75350651599876173 0.031402316831244434 9.371924494788761 -0.27788924760934786 7.1499965008822359 6.5105082425204195 -1.8446961373993844 0.19275088050148703 12.877456641564002 8.6741450187138156 1.1667850195513716 0.14398057659728486 0.25654632235424724 16.639607692964375 4.9179002046585083 2.3216962896608839 5.1290248504051794 1.2226879552107375 4.311945158004761 1.2725304377249753 3.9800635000271134 -0.013003350371587261 3.091518313998268 1.5810160968906579 7.1333032469315958 2.2807296822287819 3.175573713129217 0.1279798542283499 0.31918245506286619 0.47191049101420246 -2.2653590506931831 -0.030259042745728309 1.39585991324448 -0.0072097159572562632 0.056499765486049854 1.1486490956539457 -0.063292231750323835 -0.63807563594130223 3.0160808581624714 0.28975534598679603 -1.3361984022202031 1.5371041329445378 0.98355540411812925 leaf_weight=25154 36 26 609 20 23 754 20 32 23 74 5864 364 349 21 318 44 33 33 33 26 28 116 57 2122 20 44 102 26 1352 20 384 79 53043 21 164 22 22 22 10476 20 1084 29 12341 82 4008 3209 275 238658 61 35 1418 31 31 28 leaf_count=25154 36 26 609 20 23 754 20 32 23 74 5864 364 349 21 318 44 33 33 33 26 28 116 57 2122 20 44 102 26 1352 20 384 79 53043 21 164 22 22 22 10476 20 1084 29 12341 82 4008 3209 275 238658 61 35 1418 31 31 28 internal_value=0 10.6943 -0.00500512 28.4166 4.95326 1.18812 2.4313 7.75079 2.44157 2.14694 -0.0228006 0.308936 1.72172 2.37332 0.711862 1.16088 1.03455 2.63875 5.09227 6.78584 5.07359 0.230643 -0.034586 0.238365 3.20468 2.89284 0.537467 1.28204 0.942398 0.154046 1.1694 1.73451 -0.0391992 0.0598174 0.781852 1.97486 -0.194526 0.0554933 -0.0471418 0.201571 0.629067 0.145568 0.0424362 1.96764 0.135307 0.177113 0.357403 -0.0541503 0.553774 2.03539 0.185843 0.0430417 2.16485 0.420546 internal_weight=0 188 363098 46 142 5336 1478 75 55 1403 357762 12274 1226 775 3858 2038 1994 119 177 100 64 11360 345488 5742 105 77 451 914 1961 9974 888 463 339746 25228 1386 138 55 25176 314518 1820 1248 1765 22817 102 9872 5637 2397 291701 425 55 1736 3240 52 85 internal_count=363286 188 363098 46 142 5336 1478 75 55 1403 357762 12274 1226 775 3858 2038 1994 119 177 100 64 11360 345488 5742 105 77 451 914 1961 9974 888 463 339746 25228 1386 138 55 25176 314518 1820 1248 1765 22817 102 9872 5637 2397 291701 425 55 1736 3240 52 85 cat_boundaries=0 5 12 17 18 24 31 32 38 43 49 56 61 cat_threshold=3196416 8389632 4352 0 4194304 210863648 134218752 1048848 1077936128 12599296 16386 128 8388608 0 0 4194304 8388608 2689 1048704 360516 65 1179779872 42109584 2420203520 1048576 262144 16 0 0 0 128 16 142722564 1207963168 68162320 32768 2151678208 2 137725440 142902340 134746880 1110444033 541132033 134596256 1275331136 1578304 67371009 17664 256 536903684 1074266160 2424315028 2149868544 537928704 2134 128 2684895232 1090584576 8390661 3407872 536938496 is_linear=0 shrinkage=0.01 Tree=117 num_leaves=52 num_cat=8 split_feature=2 4 7 0 1 0 4 0 2 2 1 2 8 0 0 11 25 0 13 4 0 6 24 9 25 10 17 12 1 24 0 6 2 20 12 0 6 24 25 25 1 1 0 8 7 8 25 4 1 11 16 split_gain=2.10821e+08 2.46427e+08 1.39922e+08 7.55633e+07 3.09925e+07 2.63352e+07 4.28241e+07 2.26314e+07 5.49803e+07 1.90328e+07 1.88516e+07 1.37105e+07 9.16487e+06 8.44644e+06 9.35961e+06 8.29807e+06 8.10058e+06 2.11364e+07 1.12032e+07 7.49622e+06 8.25255e+06 6.96839e+06 6.74279e+06 4.63124e+06 1.4102e+07 5.43651e+07 3.88166e+06 3.61986e+06 3.46241e+06 3.45191e+06 3.13624e+06 3.02783e+06 3.96632e+06 2.83436e+06 2.71176e+06 2.62181e+06 2.55857e+06 2.48236e+06 2.3258e+06 2.20442e+06 3.84491e+06 1.94025e+06 1.80722e+06 1.62939e+06 1.52677e+06 1.30817e+06 1.23968e+06 1.1482e+06 962469 847865 561154 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 286.09000000000009 270.00500000000005 887.79240000000016 102.15277500000001 2778.6210000000005 178.70173000000003 1107.4580000000003 1892.2623000000001 74.33550000000001 265.17450000000002 992.19979999999998 1117.6621800000003 2105.5980000000004 0 2778.6210000000005 1175.575 1292.0010000000002 62.935000000000002 1529.30718 1 375.64974000000007 2 207.31714000000002 1381.0875000000003 321.25325000000009 214.60600000000002 3 12.435 814.10926000000006 673.68310000000008 212.54045000000002 1132.9885000000002 2778.6210000000005 898.38705000000004 4 5 6 1892.2623000000001 90.759350000000012 55.47025750000001 487.53114000000005 610.83000000000004 16.876250000000002 7 362.02000000000004 11.926500000000003 67.329000000000022 1188.6000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 9 2 2 2 2 1 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 2 9 2 2 2 2 left_child=3 5 -3 11 16 36 -7 9 -9 15 -10 23 19 21 -15 22 17 18 29 28 -21 -11 -6 30 25 49 31 -8 44 -5 39 42 -33 35 38 47 48 -30 -32 40 -1 50 -14 -43 -13 -35 -41 -18 -2 -25 -26 right_child=1 2 -4 4 7 6 27 8 10 13 -12 12 26 14 -16 -17 33 -19 -20 20 -22 -23 -24 24 41 -27 -28 -29 37 -31 34 32 -34 45 -36 -37 -38 -39 -40 46 -42 43 -44 -45 -46 -47 -48 -49 -50 -51 -52 leaf_value=0.05353638481472818 3.203043168874887 13.987237403176048 50.074688720703129 -0.11580855993997484 3.7260472701501475 20.917434766860232 0.27441699981689455 21.834872787475589 7.2942149252050061 1.538344815204018 -4.4279515241539995 0.13278938881136418 0.48150979593358656 12.36047636118802 5.1688314100340298 7.9829727082252502 0.14567618502844196 8.5694616839760229 6.8686877727508548 8.0021847446148211 0.17825101579938615 7.9037163943336122 1.2518241005530724 0.14451501502365363 0.094515951144373625 19.140741117715837 5.0777345818739672 6.2909402923583979 1.3512043863527459 1.12299475334661 0.21258348193266094 1.4309862036089742 5.8602459068298343 0.31599061965942382 3.4275191827615101 -2.6238259761983698 -2.301926469348726 0.39847879013883963 0.0057383842055003277 -0.012031536696707534 3.6363557179768877 0.68757142808126359 1.43448181530288 3.0024452392871566 1.3174831401218068 3.4616488406902706 -0.062258628825580427 1.0169234720865885 0.69245075844429638 2.5171233243942259 -1.4871284766819168 leaf_weight=19007 26 22 21 284 119 21 20 20 34 95 23 9836 397 22 102 20 1817 38 32 26 28 21 1290 61 908 20 26 20 389 1162 7589 62 30 20 24 33 21 971 19112 62054 30 138 399 39 110 39 236463 165 37 20 23 leaf_count=19007 26 22 21 284 119 21 20 20 34 95 23 9836 397 22 102 20 1817 38 32 26 28 21 1290 61 908 20 26 20 389 1162 7589 62 30 20 24 33 21 971 19112 62054 30 138 399 39 110 39 236463 165 37 20 23 internal_value=0 10.5873 31.6113 -0.00495402 1.17627 4.35264 9.35366 2.26908 7.56958 2.02454 2.56422 -0.0225719 0.305865 4.6303 6.44477 1.58691 0.644781 1.1976 1.01617 0.228356 3.94533 2.6907 1.49612 -0.0342402 0.583598 3.98174 1.26922 3.28268 0.210603 0.886654 -0.0364098 1.15771 2.87531 0.233793 0.06763 0.171662 0.720945 0.683852 0.06461 -0.0451657 0.0591514 0.235775 0.959193 1.19763 0.145892 2.39532 -0.0518185 0.218207 1.72857 0.730344 0.055442 internal_weight=0 188 43 363098 5336 145 61 1746 77 1669 57 357762 12274 240 124 1429 3590 1516 1478 11360 54 116 1409 345488 1209 101 914 40 11306 1446 344279 888 92 2074 26725 2015 84 1360 26701 317554 19037 1108 796 177 9946 59 298517 1982 63 81 931 internal_count=363286 188 43 363098 5336 145 61 1746 77 1669 57 357762 12274 240 124 1429 3590 1516 1478 11360 54 116 1409 345488 1209 101 914 40 11306 1446 344279 888 92 2074 26725 2015 84 1360 26701 317554 19037 1108 796 177 9946 59 298517 1982 63 81 931 cat_boundaries=0 7 8 11 12 13 18 24 31 cat_threshold=76644352 134217728 272 1077936128 12599296 16386 128 4 8388608 262148 4096 2177 272 135382528 1049092 68161872 163840 128 1048704 98308 2147483713 1179779872 42109456 2420205568 545292292 1090781264 276896916 2147771392 537932800 22 128 is_linear=0 shrinkage=0.01 Tree=118 num_leaves=49 num_cat=4 split_feature=0 1 9 1 5 9 6 0 0 15 8 8 0 7 7 0 24 26 9 1 16 1 0 18 6 14 5 23 23 24 4 11 24 24 5 9 9 5 8 11 1 0 9 7 8 6 4 1 split_gain=2.0192e+08 1.85423e+08 1.27357e+08 6.87912e+07 5.07897e+07 4.72355e+07 3.4967e+07 2.35292e+07 2.00687e+07 1.24722e+07 8.07071e+06 7.24222e+06 6.80277e+06 6.57666e+06 6.47384e+06 5.84823e+06 5.71431e+06 5.39197e+06 1.20792e+07 6.60888e+06 5.1529e+06 4.708e+06 5.17419e+06 7.03508e+06 4.69385e+06 4.0159e+06 3.90538e+06 3.49103e+06 5.95263e+06 3.49847e+06 3.34229e+06 3.33002e+06 3.06912e+06 2.86057e+06 4.22068e+06 2.74254e+06 1.52777e+07 3.20476e+06 1.94549e+06 1.86177e+06 1.9862e+06 1.73127e+06 1.54045e+06 1.52532e+06 1.2453e+06 1.20577e+06 1.20472e+06 1.1828e+06 threshold=2778.6210000000005 2781.5828000000006 85.335000000000022 402.26250000000005 1908.1960000000001 923.19600000000014 1937.6795000000002 174.79296150000002 114.18420000000002 1947.7010000000002 613.57500000000016 613.57500000000016 887.79240000000016 76.508500000000012 5.0069090000000012 561.94500000000005 0 2022.5000000000002 26.827014000000002 354.74564000000004 52.257449999999999 80.114250000000013 1117.6621800000003 36.400375000000004 1529.30718 860.52100000000007 206.28168000000002 8.5912500000000005 30.324000000000002 1 1888.1190000000004 871.08830000000023 2 3 1312.9050000000002 395.07800000000003 419.23800000000006 772.27550000000008 214.54600000000002 53.2224 2781.5828000000006 9.8167500000000008 1022.5259020000002 86.805700000000016 1973.6620000000003 21.518500000000003 235.63350000000005 1098.6214000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 17 -3 8 7 10 -7 30 13 12 15 21 16 35 -14 -6 -9 19 -19 -2 -20 27 32 -24 25 31 38 29 -29 -10 39 -13 -23 34 -28 41 -37 -38 45 40 -5 44 -35 -40 -1 -15 -43 -41 right_child=1 2 -4 4 5 6 -8 9 11 -11 -12 24 14 26 -16 -17 -18 18 20 -21 -22 22 23 -25 -26 -27 33 28 -30 -31 -32 -33 -34 42 -36 36 37 -39 43 47 -42 46 -44 -45 -46 -47 -48 -49 leaf_value=-0.04599067500275919 3.7906696467399601 44.819092785228385 12.66718445777893 0.16556840924125485 1.3719740524291992 7.8455935668945314 25.194892447335377 0.81101979631628196 0.85105037400682559 9.9251550788879399 -2.4881073638371056 0.81242981950719884 4.4356700254379113 0.027882675685061611 1.9735805294504127 8.084128491436994 2.3174149754695526 -2.3429972936312358 2.3815395972842262 10.060551649948646 9.3068460637872885 0.97474095649088821 1.6606817626709842 8.1686817398071287 5.5775355755488079 5.6905793453398203 1.1307673110091698 6.9136227289835608 -0.12947801658085414 0.1322044289980569 4.3771888097127274 4.0005959559131314 0.28973160575519463 0.32541360022494353 5.1837900712754994 5.8939181669712069 0.087326398265128044 4.0470876294090639 2.9192324323952197 0.75994890804979731 2.6097643420275518 0.032056676567778115 -2.2053400927323561 0.6048660725195778 1.5994766351451046 0.31638886997104382 0.60845508193111297 2.29535630941391 leaf_weight=315284 40 22 28 1501 25 26 21 569 751 20 21 286 187 4382 249 27 505 30 21 29 22 1282 98 20 30 21 531 21 28 6269 21 37 1384 321 27 50 765 21 30 263 34 24760 26 561 46 2164 368 62 leaf_count=315284 40 22 28 1501 25 26 21 569 751 20 21 286 187 4382 249 27 505 30 21 29 22 1282 98 20 30 21 531 21 28 6269 21 37 1384 321 27 50 765 21 30 263 34 24760 26 561 46 2164 368 62 internal_value=0 10.2529 26.814 -0.00489697 1.38408 7.77832 15.5974 1.15913 -0.0185371 2.08003 2.74412 0.418099 1.97612 -0.0313198 3.02957 4.85713 1.54846 4.42152 2.52703 6.42584 5.92472 0.366253 0.714573 2.76373 1.78397 1.45314 0.25134 0.229074 2.88899 0.210507 0.410074 1.17764 0.623875 0.870186 1.30352 -0.0379802 0.534078 0.193122 0.172867 0.365284 0.219707 -0.0393849 0.131986 0.722347 -0.0457506 0.123258 0.040498 1.05286 internal_weight=0 192 50 363094 3531 120 47 3411 359563 1530 73 10227 1510 349336 436 52 1074 142 73 69 43 9853 2784 118 374 344 8042 7069 49 7020 1881 323 2666 905 558 341294 836 786 7137 1860 1535 340458 347 591 315330 6546 25128 325 internal_count=363286 192 50 363094 3531 120 47 3411 359563 1530 73 10227 1510 349336 436 52 1074 142 73 69 43 9853 2784 118 374 344 8042 7069 49 7020 1881 323 2666 905 558 341294 836 786 7137 1860 1535 340458 347 591 315330 6546 25128 325 cat_boundaries=0 1 2 3 4 cat_threshold=3298 2 1140 3858 is_linear=0 shrinkage=0.01 Tree=119 num_leaves=48 num_cat=10 split_feature=0 1 9 1 5 9 6 0 0 15 25 24 25 13 6 11 25 9 24 1 1 14 0 23 23 4 6 4 5 4 25 21 6 0 25 1 25 5 24 4 25 6 4 9 0 6 13 split_gain=1.97902e+08 1.81733e+08 1.24823e+08 6.74308e+07 4.97775e+07 4.62955e+07 3.42712e+07 2.30667e+07 1.96713e+07 1.22234e+07 1.13908e+07 7.95526e+06 7.66198e+06 8.3158e+06 6.50864e+06 5.74564e+06 8.78172e+06 5.13631e+07 5.69747e+06 4.67436e+06 1.9232e+07 6.2864e+06 4.24293e+06 3.43886e+06 6.85959e+06 3.63205e+06 4.16158e+06 3.28798e+06 3.64193e+06 3.27578e+06 3.17633e+06 2.65501e+06 2.46867e+06 2.36287e+06 2.34921e+06 5.64125e+06 2.15917e+06 2.16209e+06 2.14796e+06 2.08808e+06 1.89388e+06 1.88706e+06 1.49942e+06 1.11408e+06 969504 212565 114210 threshold=2778.6210000000005 2781.5828000000006 85.335000000000022 402.26250000000005 1908.1960000000001 923.19600000000014 1937.6795000000002 174.79296150000002 114.18420000000002 1947.7010000000002 0 1 2 1175.575 1324.2200000000003 76.71250000000002 3 106.66100000000002 4 48.966000000000001 555.56875000000014 208.66305000000003 561.94500000000005 8.5912500000000005 17.605000000000004 417.88250000000005 1136.6981000000003 204.23280000000003 1146.4585000000004 1888.1190000000004 5 181.0966 1529.30718 1519.5755740000002 6 1892.2623000000001 7 1908.1960000000001 8 629.95226050000008 9 62.572500000000005 1292.0010000000002 419.23800000000006 52.014000000000003 31.213550000000009 47.39500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 9 2 1 2 9 2 2 2 2 2 2 left_child=3 19 -3 8 7 14 -7 29 15 10 11 -9 13 18 22 27 17 46 31 -2 -21 45 -6 25 -25 33 -27 36 40 34 -12 -10 -20 -14 35 -5 38 -38 -1 -30 -29 43 -43 -18 -36 -22 -17 right_child=1 2 -4 4 5 6 -8 9 12 -11 30 -13 23 -15 -16 16 41 -19 32 20 21 -23 -24 24 -26 26 -28 28 39 -31 -32 -33 -34 -35 44 -37 37 -39 -40 -41 -42 42 -44 -45 -46 -47 -48 leaf_value=0.5120552925694557 2.286590967881875 44.370902030251244 12.540512335641045 0.70350967654773788 1.9584326623987269 7.7671374379671532 24.942943253290085 3.8272363472058446 1.6796432970947275 9.825903606414796 1.5949357041933183 1.672514415254893 0.19113872338802357 6.7177424438476567 -1.8296167668429288 0.13661543821404271 0.085771654863036631 17.696438359260561 0.49551645360100571 14.461590856552125 0.10668333053588867 7.5922323808215912 7.7371351559956878 6.5336202955245977 -0.28974248549517462 0.9094720323789599 5.3642687580802226 0.66780944336163872 5.566386834144593 4.3334170405069994 0.2319997822701394 5.3940290508270268 3.3962707281112672 1.6170654660564359 0.01570671797122938 5.2557771307846597 -0.044681556441578361 2.4771722248021293 0.04827333616849501 1.0515671902611141 0.096589078994079799 0.5554026145026405 -2.2010452387928963 1.0075002815811722 0.67089504218437301 1.5646426391601562 0.97121340918540955 leaf_weight=1082 61 22 28 444 27 26 21 395 509 20 389 403 7664 25 22 91 4578 20 1331 20 20 21 24 26 34 448 22 791 20 21 323 20 30 118 1103 29 327122 34 11766 21 2150 1486 20 135 284 20 20 leaf_count=1082 61 22 28 444 27 26 21 395 509 20 389 403 7664 25 22 91 4578 20 1331 20 20 21 24 26 34 448 22 791 20 21 323 20 30 118 1103 29 327122 34 11766 21 2150 1486 20 135 284 20 20 internal_value=0 10.1504 26.5459 -0.00484652 1.37033 7.70054 15.4414 1.14763 -0.0183511 2.05943 1.95657 2.77324 0.41394 0.982952 2.71668 -0.0310066 0.26705 2.73606 0.912296 4.3773 5.95179 3.1617 4.67782 0.281324 2.66705 0.264319 1.11799 -0.0365248 0.294084 0.405974 0.988415 1.78631 0.555376 0.21276 0.361631 0.962269 -0.0394244 -0.0444181 0.0876988 3.25392 0.252821 0.210304 0.518796 0.112174 0.148789 0.835663 0.286993 internal_weight=0 192 50 363094 3531 120 47 3411 359563 1530 1510 798 10227 1915 73 349336 6350 131 1890 142 81 61 51 8312 60 8252 470 342986 2982 1881 712 529 1361 7782 1860 473 340004 327156 12848 41 2941 6219 1506 4713 1387 40 111 internal_count=363286 192 50 363094 3531 120 47 3411 359563 1530 1510 798 10227 1915 73 349336 6350 131 1890 142 81 61 51 8312 60 8252 470 342986 2982 1881 712 529 1361 7782 1860 473 340004 327156 12848 41 2941 6219 1506 4713 1387 40 111 cat_boundaries=0 5 6 12 16 17 24 31 37 38 43 cat_threshold=3179008 134217792 4112 0 4210688 797 68191232 134217728 67108880 4260352 8389184 16384 8388608 0 0 1 1030 17408 1024 67109120 1073741824 0 0 4 1536 1207959552 134222144 4456449 8388608 0 128 2148532224 65540 1 1179648032 42108928 2151702528 1 135561248 1208288256 524608 262144 4194304 is_linear=0 shrinkage=0.01 Tree=120 num_leaves=52 num_cat=9 split_feature=2 3 10 0 25 0 0 10 3 2 11 1 8 1 23 2 0 1 9 1 9 0 2 8 8 0 2 3 7 24 0 10 6 7 8 25 7 25 24 25 14 18 17 26 24 25 10 8 25 14 11 split_gain=1.71166e+08 1.71844e+08 8.75662e+07 8.15227e+07 4.29427e+07 7.64331e+07 2.84394e+07 2.29295e+07 2.26658e+07 2.10712e+07 1.93955e+07 1.75684e+07 1.29608e+07 1.21778e+07 1.10397e+07 1.1513e+07 8.27696e+06 7.16594e+06 7.3539e+06 3.74197e+07 6.7345e+06 7.08915e+06 6.26875e+06 6.18245e+06 5.5828e+06 5.27024e+06 6.34695e+06 5.0396e+06 4.59423e+06 3.95511e+06 2.82198e+06 2.42729e+06 2.42033e+06 2.37972e+06 2.25455e+06 2.24297e+06 2.22195e+06 2.17494e+06 2.33049e+06 2.07608e+06 2.4839e+06 3.39378e+06 1.85717e+06 1.84794e+06 1.36067e+06 2.50757e+06 1.31191e+06 1.13783e+06 1.09902e+06 1.09846e+06 803224 threshold=2682.0900000000006 2725.8677800000005 148.74825000000001 531.22050000000013 0 2778.6210000000005 688.40820000000008 484.16250000000002 1118.1025000000002 174.08000000000001 1085.4300000000001 962.58510000000012 87.777450000000002 555.56875000000014 3.6660000000000008 189.07500000000002 1519.5755740000002 26.307400000000005 360.85390500000005 31.827000000000002 1135.3321000000003 1275.1415000000002 1827.1555000000001 1148.5039000000004 1581.7937000000002 33.002500000000005 205.93275000000003 242.28262000000004 327.23600000000005 1 31.097000000000005 1058.8682400000002 44.980991500000009 254.73937500000002 399.3245290000001 2 401.27229150000005 3 4 5 429.20700000000005 576.00000000000011 563.90000000000009 2022.5000000000002 6 7 1935.1350000000002 761.67400000000009 8 233.08200000000002 4.4225000000000003 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 9 1 9 2 2 2 2 1 9 2 2 9 2 2 left_child=3 6 -3 9 5 11 32 -8 14 17 22 20 -13 27 15 29 -12 39 30 -20 21 -5 23 -10 -17 49 -27 31 -28 -6 47 36 43 -33 -21 -32 -11 38 -29 44 48 -42 -39 -2 45 -1 -46 -19 -41 50 -15 right_child=1 2 -4 4 8 -7 7 -9 10 13 16 12 -14 25 -16 24 -18 18 19 34 -22 -23 -24 -25 -26 26 28 37 -30 -31 35 33 -34 -35 -36 -37 -38 42 -40 40 41 -43 -44 -45 46 -47 -48 -49 -50 -51 -52 leaf_value=0.38276042071480254 3.2259723575298604 36.018094874699912 9.7518515014648433 1.1527570066834889 1.0944835101864461 24.063526070004418 14.054503531985814 1.5880943588256835 2.6931586173306341 0.1935697933933869 13.322001081613394 15.231371456493033 4.6051863201459247 0.19903174891914291 8.3708354682922366 1.644896924124468 5.873317640032087 0.036070074026983229 14.750826329559089 0.35837683834353384 7.9915211174704819 6.5951748367835741 6.9543316500527519 -2.5392419631392866 5.0967051902770999 7.0190021558744569 1.352671850570099 0.36195933635641886 3.503525394618122 -0.043363908717921132 0.87617431453116623 4.9282044822519477 -2.1216489687832918 0.2219415047055199 1.8969542687589473 0.23008106750483565 1.1245029576766095 0.46150694555791794 1.9161925053506068 -0.012593626441145114 0.42659602161965082 3.4605327408488207 3.3587062503980554 -0.54429362517136792 0.0033243413658984463 -0.033636177441981142 2.2087178745976201 1.5944722800559186 -0.059495332176623859 -1.5398355526394314 1.9481012222501966 leaf_weight=2882 26 30 22 137 454 21 36 25 138 4755 26 22 24 97 20 745 35 14792 20 342 22 29 28 27 50 28 283 154 153 900 583 22 33 21 132 6194 271 582 369 63481 366 41 23 26 27232 2897 27 47 234920 27 36 leaf_count=2882 26 30 22 137 454 21 36 25 138 4755 26 22 24 97 20 745 35 14792 20 342 22 29 28 27 50 28 283 154 153 900 583 22 33 21 132 6194 271 582 369 63481 366 41 23 26 27232 2897 27 47 234920 27 36 internal_value=0 9.29524 24.9055 -0.00501107 1.7333 5.56962 3.73544 8.94532 1.30121 -0.0179143 4.1329 4.14793 9.68727 0.53261 0.975601 0.906776 9.04817 -0.0285234 0.145792 1.35218 2.79256 2.10354 2.57937 1.83695 1.86199 1.86417 2.40383 0.39853 2.10744 0.345923 0.118222 0.264006 -0.00342081 2.6298 0.786841 0.287294 0.243765 1.00305 1.47392 -0.0401375 -0.0484536 0.732226 0.562353 1.34084 0.0350801 0.174324 0.00550676 0.041006 -0.04952 0.299139 0.672464 internal_weight=0 198 52 363455 2678 255 146 61 2423 360777 254 234 46 6821 2169 2149 61 353956 22110 494 188 166 193 165 795 624 464 6197 436 1354 21616 5069 85 43 474 6777 5026 1128 523 331846 298808 407 605 52 33038 5779 27259 14839 298401 160 133 internal_count=363653 198 52 363455 2678 255 146 61 2423 360777 254 234 46 6821 2169 2149 61 353956 22110 494 188 166 193 165 795 624 464 6197 436 1354 21616 5069 85 43 474 6777 5026 1128 523 331846 298808 407 605 52 33038 5779 27259 14839 298401 160 133 cat_boundaries=0 5 6 10 15 16 22 23 28 35 cat_threshold=9437696 0 0 0 16384 1030 8421376 0 16 1073774592 3179520 1024 134217984 0 4195328 169 1074790400 360516 2147487829 3329228832 8554512 8610816 3 1048576 68 2147487744 1073741856 2048 2684403716 136314912 277942144 147456 571487392 268435526 128 is_linear=0 shrinkage=0.01 Tree=121 num_leaves=50 num_cat=4 split_feature=2 4 10 0 1 2 4 6 5 24 14 2 3 24 0 6 1 9 2 3 1 1 9 1 9 18 0 3 2 24 4 26 3 2 0 11 10 11 0 12 8 5 11 0 3 6 12 24 6 split_gain=1.6776e+08 2.66982e+08 1.29233e+08 7.99183e+07 3.24394e+07 2.34252e+07 1.74609e+07 1.59309e+07 1.28639e+07 1.32997e+07 1.23672e+07 1.84841e+07 1.52551e+07 1.06246e+07 1.52765e+07 9.4007e+06 1.44934e+07 7.65521e+06 1.21984e+07 7.35445e+06 7.04582e+06 7.03442e+06 7.32212e+06 3.45274e+07 5.64339e+06 5.24687e+06 3.80766e+06 4.41987e+06 3.39183e+06 3.56483e+06 2.97495e+06 2.8268e+06 2.55693e+06 2.20374e+06 2.1353e+06 2.06733e+06 1.89443e+06 1.92046e+06 1.83489e+06 3.23687e+06 1.82183e+06 1.7955e+06 2.32181e+06 1.77054e+06 1.43442e+06 1.25482e+06 1.0914e+06 1.00926e+06 977322 threshold=2682.0900000000006 2693.9010000000007 102.72500000000001 591.40200000000016 860.12500000000011 174.08000000000001 508.93250000000006 1937.6795000000002 2871.8940000000007 0 1061.9390000000003 3.3459520000000005 1493.1141200000004 1 2778.6210000000005 1529.30718 860.12500000000011 827.32299999999998 873.09500000000014 991.56000000000017 263.08925000000005 26.307400000000005 360.85390500000005 31.827000000000002 1022.5259020000002 833.30100000000004 96.827500000000015 481.20000000000005 193.49000000000004 2 267.54662000000002 2022.5000000000002 149.268 189.07500000000002 18.576880000000006 291.60000000000008 1935.1350000000002 21.431500000000003 28.442500000000006 911.29109000000005 214.54600000000002 1312.9050000000002 16.857000000000003 53.860000000000007 1.8921100000000004 1136.6981000000003 207.36964000000003 3 898.38705000000004 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=3 15 -3 5 13 21 20 28 9 41 11 -11 -12 14 24 16 43 25 32 -18 35 36 30 -24 31 33 48 -28 -8 -30 34 -5 -19 -15 -23 44 38 -38 47 -40 -25 42 -6 -2 -7 -32 -37 -1 -22 right_child=1 2 -4 4 8 6 7 -9 -10 10 12 -13 -14 17 -16 -17 19 18 -20 -21 26 22 23 40 -26 -27 27 -29 29 -31 45 -33 -34 -35 -36 46 37 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 leaf_value=0.012278804619260264 2.2894207754367737 44.110784461763167 11.460113885185935 2.3334661031601369 3.3502048888206479 0.038614318898697854 4.9098423345161208 10.079851398468017 11.063735227859938 9.615683118034811 4.437419986724854 2.9102927524863551 16.108170329502649 -0.012528927662610663 8.2977504322528848 -2.1661127356326939 11.720852549626278 -1.2554695571899415 9.5290907335281378 3.764250197637649 0.35765954006768641 0.016854066542546075 13.884974525088355 0.27600904608002075 6.0087940180301667 4.7048451597349992 1.1956077857394121 3.2667214522158452 0.5904377654567361 2.214775520419094 0.64412858976681431 0.93545342426551015 2.6127046099415532 0.94976581337038157 0.22714550134429362 0.5770334435400275 3.1207519558856367 -0.29627963164757037 0.06432515973971438 3.739850217103958 1.516532365004025 -1.1800182278951008 0.14559359893417703 -0.9727464430672782 0.38881712144904634 3.1205377851213729 1.8168061601397181 -0.050511274841737584 2.3848640472412108 leaf_weight=28085 41 27 22 317 40 2833 33 24 26 51 24 212 21 691 40 33 26 25 24 21 488 13296 21 286 32 28 512 129 246 379 798 266 54 363 7582 194 38 29 14377 24 202 33 52 28 1992 21 112 289430 25 leaf_count=28085 41 27 22 317 40 2833 33 24 26 51 24 212 21 691 40 33 26 25 24 21 488 13296 21 286 32 28 512 129 246 379 798 266 54 363 7582 194 38 29 14377 24 202 33 52 28 1992 21 112 289430 25 internal_value=0 9.20229 29.4513 -0.00495967 1.8536 -0.0167906 0.557443 2.07719 4.23191 3.82169 4.88098 4.21058 9.88377 1.26031 2.27478 2.54322 3.88294 0.674678 3.28541 8.16577 0.392532 -0.028086 0.144228 1.32979 1.92003 0.432387 1.09854 1.61242 1.7853 1.62032 0.116415 1.69561 1.3886 0.318888 0.093223 0.233745 -0.0396118 1.64174 -0.0399512 0.0704506 0.789504 0.760285 1.5389 0.965643 0.183195 0.707626 1.03081 -0.0449585 0.456451 internal_weight=0 198 49 363455 2299 361156 6967 682 459 433 308 263 45 1840 655 149 116 1185 103 47 6285 354189 22206 509 615 1082 1154 641 658 625 21697 583 79 1054 20878 5131 331983 67 331916 14401 488 125 92 69 4825 819 306 317515 513 internal_count=363653 198 49 363455 2299 361156 6967 682 459 433 308 263 45 1840 655 149 116 1185 103 47 6285 354189 22206 509 615 1082 1154 641 658 625 21697 583 79 1054 20878 5131 331983 67 331916 14401 488 125 92 69 4825 819 306 317515 513 cat_boundaries=0 1 2 3 4 cat_threshold=1155 54 680 1 is_linear=0 shrinkage=0.01 Tree=122 num_leaves=53 num_cat=7 split_feature=2 4 10 0 25 0 3 2 1 4 8 14 23 2 0 3 8 15 1 6 1 2 15 8 6 0 13 10 1 18 2 24 25 3 6 8 6 4 25 0 25 14 18 1 3 24 25 10 1 6 2 16 split_gain=1.64421e+08 2.6167e+08 1.26662e+08 7.83363e+07 4.19525e+07 7.46839e+07 2.18332e+07 2.02373e+07 1.70784e+07 1.40888e+07 1.26806e+07 1.21892e+07 1.08239e+07 1.11823e+07 9.29732e+06 2.29624e+07 1.36529e+07 7.34717e+06 6.88556e+06 6.41176e+06 6.07142e+06 5.88046e+06 5.61282e+06 5.43237e+06 4.9246e+06 9.5555e+06 4.88508e+06 4.71143e+06 3.61209e+07 4.59705e+06 3.69154e+06 3.98042e+06 3.51717e+06 5.22929e+06 3.0466e+06 3.02775e+06 2.69267e+06 2.5648e+06 2.35239e+06 2.2153e+06 2.0326e+06 2.43205e+06 3.32552e+06 1.83899e+06 1.74051e+06 1.32941e+06 2.46005e+06 1.26504e+06 1.23004e+06 1.09072e+06 1.00976e+06 768677 threshold=2682.0900000000006 2693.9010000000007 102.72500000000001 531.22050000000013 0 2778.6210000000005 1118.1025000000002 174.08000000000001 962.58510000000012 508.93250000000006 87.777450000000002 680.43750000000011 3.6660000000000008 189.07500000000002 688.40820000000008 1890.7105500000002 31.451000000000004 549.30000000000018 26.307400000000005 1937.6795000000002 263.08925000000005 1827.1555000000001 1582.5954300000001 1581.7937000000002 4.5930000000000009 992.19979999999998 942.81900000000007 239.63500000000005 30.085412500000007 86.060000000000016 193.49000000000004 1 2 481.20000000000005 610.50250000000017 462.61250000000001 652.29725000000008 537.37500000000011 3 31.097000000000005 4 429.20700000000005 576.00000000000011 1892.2623000000001 242.28262000000004 5 6 1935.1350000000002 11.926500000000003 49.857500000000009 32.14650000000001 156.23500000000004 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 9 2 9 2 2 2 2 1 9 2 2 2 2 2 left_child=3 14 -3 7 5 8 12 18 24 20 -10 21 13 26 37 16 -16 -13 40 30 38 29 -19 -15 25 -5 -6 34 -29 -8 -11 -32 33 -22 39 -36 -26 48 44 -20 45 49 -43 -34 -9 46 -1 -47 -2 -42 -30 -40 right_child=1 2 -4 4 6 -7 11 9 10 19 -12 17 -14 23 15 -17 -18 22 27 -21 32 -23 -24 -25 36 -27 -28 28 50 -31 31 -33 43 -35 35 -37 -38 -39 51 -41 41 42 -44 -45 -46 47 -48 -49 -50 -51 -52 -53 leaf_value=0.36444037920109934 2.8951403331756591 43.669676369561095 11.345513138337569 1.9827009576559067 0.25099119111380142 23.771078338623049 2.7854142723883779 0.31870778418801199 15.030066703449595 5.0590666413307188 4.5193757541974389 3.0416396942138668 8.2751824493408215 1.611668721189335 15.711479015350342 -2.8796854539351027 4.2955536304820674 14.210770815849305 0.035926939282633942 7.3706790161132814 1.1806647897459039 7.0722201905931739 6.718892417907715 5.0166515808105467 -0.027452021884539771 8.8328326293826098 4.8031104294459031 13.542196142023261 0.18583932461439021 -2.0314212334674338 0.46771099791053899 2.2198579800457341 0.61699779970202517 3.7297895453708008 0.77451776752600798 4.0450643452235635 3.3713044669177084 -2.7813022308349611 -0.029592758002248146 0.25753454803749015 -0.051501930030869003 0.42237974385257632 3.4256502086360281 -2.4665488138198852 0.99307185349171057 0.0037113223834136732 -0.049040949195457401 2.1693443227697302 0.11711030289933488 0.07835362130976814 0.92424134992146767 0.9384494035103742 leaf_weight=3096 28 27 22 56 1330 21 143 2185 22 32 24 20 20 745 20 22 22 20 14644 21 396 28 20 50 63 32 24 22 386 23 232 353 587 101 148 35 37 20 2345 6519 291786 366 41 20 464 27232 2683 27 37 6615 356 85 leaf_count=3096 28 27 22 56 1330 21 143 2185 22 32 24 20 20 745 20 22 22 20 14644 21 396 28 20 50 63 32 24 22 386 23 232 353 587 101 148 35 37 20 2345 6519 291786 366 41 20 464 27232 2683 27 37 6615 356 85 internal_value=0 9.11026 29.1568 -0.00490931 1.69909 5.4906 1.27216 -0.0175579 4.08469 0.521962 9.54623 4.05134 0.952569 0.88442 2.51778 5.39654 9.73171 7.99043 -0.0279548 1.93679 0.375972 2.83306 10.4648 1.82582 2.74835 4.47366 0.331679 0.142916 0.914519 2.11802 1.75184 1.57093 1.0481 1.66519 0.1153 1.40003 1.23009 0.350247 0.229875 0.10419 -0.0393395 -0.0475681 0.724921 0.507045 0.435187 0.035086 0.172721 0.00585423 1.3138 -0.0486233 0.540113 0.0042513 internal_weight=0 198 49 363455 2678 255 2423 360777 234 6821 46 254 2169 2149 149 64 42 60 353956 638 6183 194 40 795 188 88 1354 22110 764 166 617 585 1104 497 21346 183 100 85 5079 21163 331846 298808 407 607 2649 33038 5779 27259 65 298401 742 2430 internal_count=363653 198 49 363455 2678 255 2423 360777 234 6821 46 254 2169 2149 149 64 42 60 353956 638 6183 194 40 795 188 88 1354 22110 764 166 617 585 1104 497 21346 183 100 85 5079 21163 331846 298808 407 607 2649 33038 5779 27259 65 298401 742 2430 cat_boundaries=0 5 6 11 16 22 23 28 cat_threshold=9437696 0 0 0 16384 680 33792 134218816 272 0 4198400 204768768 328780 34079488 1074790401 4277504 1074790400 360516 2147487829 3329228832 8554512 8610816 3 1048576 68 2147487744 3221225504 2048 is_linear=0 shrinkage=0.01 Tree=123 num_leaves=41 num_cat=2 split_feature=0 1 9 1 9 0 0 16 10 6 6 4 0 9 9 1 1 26 4 3 7 8 24 23 4 9 24 9 13 7 8 8 10 17 0 1 13 3 3 8 split_gain=1.56828e+08 1.71972e+08 1.15431e+08 7.83724e+07 4.23457e+07 2.96406e+07 2.70744e+07 1.3221e+07 1.27951e+07 1.12624e+07 1.09941e+07 8.48362e+06 7.53919e+06 7.19538e+06 6.20947e+06 5.39263e+06 9.65734e+06 6.73362e+06 5.30183e+06 4.58327e+06 6.08021e+06 4.49335e+06 4.06112e+06 4.37783e+06 4.01585e+06 3.63129e+06 7.71895e+06 3.42773e+07 3.26783e+06 3.25226e+06 3.12954e+06 2.50746e+06 2.28585e+06 2.26061e+06 2.13793e+06 2.01093e+06 1.04166e+06 819962 566888 460105 threshold=2778.6210000000005 2781.5828000000006 148.55550000000002 678.28840000000002 2854.0889000000006 887.79240000000016 227.70275000000004 1188.6000000000001 10.722500000000002 1937.6795000000002 1937.6795000000002 77.439500000000024 33.002500000000005 1022.5259020000002 712.7850000000002 289.85000000000008 1461.4925000000003 2022.5000000000002 480.67500000000001 1890.7105500000002 112.55400000000002 581.43500000000006 0 8.5912500000000005 1888.1190000000004 375.64974000000007 1 419.23800000000006 1175.575 107.34650000000001 1148.5039000000004 1973.6620000000003 1330.1795 183.34857700000003 12.435 2781.5828000000006 1063.1169900000002 1.7373999999999998 748.6165000000002 2971.7767500000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 15 -3 6 5 10 11 8 21 14 12 25 35 -10 22 37 17 -17 -11 29 -21 -7 38 -24 -14 31 27 -27 30 32 -16 34 -13 -31 -1 -5 -28 -2 -8 -33 right_child=1 2 -4 4 -6 7 9 -9 13 18 -12 19 24 -15 28 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 36 -29 -30 33 -32 39 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=-0.044147978763122715 2.0277570721308389 38.909510984067566 9.0892224931716914 0.35882495769532891 12.632837325431206 5.8362441707829964 -0.071802008874409379 10.262369632720947 -0.56865465504070745 1.7821613908850629 6.5541494384971832 0.14523180080414974 1.5576252041305707 4.0124499610265101 1.2564621787399053 12.532649517059326 0.99358599878126574 4.3267861118316651 8.2618657068695338 -0.44049882316589356 7.17779415173964 1.1467124839451002 0.63117480410173865 4.4632758585611985 5.5551623043647185 14.196960334019227 0.080169104308032882 0.88920362774629769 5.1724614155677058 0.47834430336509598 4.6711455103658857 2.9541181770960492 3.5299571948051454 1.5245597613065667 0.049549907161738828 -2.0750795894198948 2.0758893484539458 -0.29327454857204271 -1.1646985192392387 1.0741878385129182 leaf_weight=317769 45 27 25 595 37 183 684 34 80 23 37 8423 751 60 200 20 31 20 28 20 22 23 4747 30 26 22 834 161 31 1818 31 30 20 233 26373 36 27 23 51 23 leaf_count=317769 45 27 25 595 37 183 684 34 80 23 37 8423 751 60 200 20 31 20 28 20 22 23 4747 30 26 22 834 161 31 1818 31 30 20 233 26373 36 27 23 51 23 internal_value=0 9.05906 24.5728 -0.00470656 2.04163 1.8269 -0.0152438 4.31206 3.72735 0.661002 1.17336 -0.0263158 1.03197 1.39468 0.619677 3.25535 5.18296 8.42972 5.33965 0.253212 3.55004 5.31266 0.548181 0.653872 1.69139 -0.0348464 0.554028 2.36008 2.12383 0.240017 1.71471 -0.0366326 0.15325 0.597198 -0.0369675 0.219965 0.141114 1.2427 -0.145654 2.1383 internal_weight=0 191 52 363462 1862 1825 361600 380 346 5825 1445 355775 1408 140 5774 139 71 40 51 10536 42 206 5512 4777 777 345239 1044 183 262 10494 231 344195 8443 2051 344142 631 861 68 735 53 internal_count=363653 191 52 363462 1862 1825 361600 380 346 5825 1445 355775 1408 140 5774 139 71 40 51 10536 42 206 5512 4777 777 345239 1044 183 262 10494 231 344195 8443 2051 344142 631 861 68 735 53 cat_boundaries=0 1 2 cat_threshold=129 272 is_linear=0 shrinkage=0.01 Tree=124 num_leaves=51 num_cat=14 split_feature=1 4 1 10 6 17 4 25 11 15 5 26 1 25 1 1 8 25 6 26 9 4 9 25 8 13 18 25 5 4 25 8 25 1 14 18 24 25 24 10 24 8 25 24 1 15 5 24 8 9 split_gain=1.43378e+08 9.24981e+07 7.0734e+07 6.03774e+07 3.77534e+07 3.35493e+07 2.20947e+07 1.53345e+07 1.25115e+07 1.60581e+07 9.38964e+06 8.87958e+06 8.62069e+06 8.82971e+06 5.974e+07 1.22432e+07 7.3283e+06 7.11271e+06 6.66769e+06 6.54324e+06 1.09502e+07 8.20915e+06 5.64606e+06 5.39841e+06 4.42984e+06 4.81589e+06 3.95525e+06 3.6448e+06 3.42342e+06 3.36167e+06 2.93583e+06 2.8636e+06 2.3679e+06 2.18226e+06 1.95653e+06 3.98033e+06 1.7114e+06 2.64756e+06 1.70744e+06 1.46547e+06 1.41426e+06 1.65065e+06 1.33731e+06 1.57472e+06 1.14977e+06 781485 772793 644312 490139 414314 threshold=2781.5828000000006 2693.9010000000007 678.28840000000002 148.74825000000001 1937.6795000000002 86.586000000000013 204.23280000000003 0 1230.4050000000002 1020.6662500000001 245.67375000000004 2022.5000000000002 26.307400000000005 1 29.501000000000001 314.66480000000007 658.8995000000001 2 2976.3936000000008 2022.5000000000002 1022.5259020000002 26.256000000000004 1329.0550000000001 3 7.9611000000000001 1175.575 621.40117000000009 4 1312.9050000000002 6.7825000000000006 5 1581.7937000000002 6 1256.4300000000001 429.20700000000005 576.00000000000011 7 8 9 1564.7167200000001 10 249.69280000000003 11 12 1461.4925000000003 658.42365500000005 87.289470000000009 13 658.8995000000001 40.233429000000008 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 9 2 9 2 2 2 1 9 1 2 1 2 9 1 2 2 2 1 2 2 left_child=2 19 6 -3 7 22 12 8 11 33 24 17 32 14 -14 -16 30 -4 23 21 29 -2 -6 28 42 27 -13 -26 -12 -21 -15 -18 36 -10 39 -36 37 -1 -25 -34 41 49 43 -8 48 -38 -46 -44 -42 -9 right_child=1 3 4 -5 5 -7 10 40 9 -11 18 26 13 16 15 -17 31 -19 -20 20 -22 -23 -24 38 25 -27 -28 -29 -30 -31 -32 -33 34 -35 35 -37 45 -39 -40 -41 44 -43 47 -45 46 -47 -48 -49 -50 -51 leaf_value=0.85229484332828065 9.6437281288989851 29.992761464800157 5.2961637836909503 8.3778108494480463 6.8139284689767026 18.28661056442261 1.2103514683347638 0.94358636224424686 0.81808527488708493 12.572135402972881 1.5739518405302713 0.75105531022455185 18.649810321331024 0.28643598805453674 -0.055850871144054091 8.1256509256362914 1.606100935421884 2.2045484151091301 6.7855940246582032 -2.479773505284236 8.7720956726074224 2.3895732767765341 0.25514849344889323 0.8864338424060908 2.2535432534675075 5.0062370720616096 3.3160487083766772 0.56270808577720377 3.8199937945048017 2.4329705492655438 0.043802659449373386 5.1268515304282856 -0.044192638319858792 4.9182685103239834 0.32119101948618328 3.6197976996898649 0.01397580624590254 0.14836800844034062 -0.23471208524598949 1.7217318746891428 0.24462514864492957 3.7656519174575807 0.26903974910146872 0.10157700775510671 -0.65908359096896263 0.94421085273826522 -2.9197038078308104 -0.083871433639934448 -1.3414171273367745 -0.67185229015350345 leaf_weight=625 39 28 101 24 35 25 226 77 25 26 713 467 20 7559 214 20 160 493 22 26 20 26 21 350 136 27 69 1294 75 30 14655 27 316775 27 428 40 11908 3469 217 47 270 20 775 299 62 91 20 1509 21 20 leaf_count=625 39 28 101 24 35 25 226 77 25 26 713 467 20 7559 214 20 160 493 22 26 20 26 21 350 136 27 69 1294 75 30 14655 27 316775 27 428 40 11908 3469 217 47 270 20 775 299 62 91 20 1509 21 20 internal_value=0 8.61687 -0.00452217 20.0166 1.9846 8.65446 -0.014306 1.66642 2.26308 6.1554 0.606527 2.01444 -0.0241459 0.164615 1.98317 0.643423 0.143046 2.8565 1.32451 4.4127 2.42049 6.74207 4.35439 1.23584 0.374773 0.822208 1.08125 0.743209 1.76532 0.152054 0.126515 2.11444 -0.0369731 2.94703 -0.0429749 0.603123 0.0813343 0.257646 0.460722 -0.0439307 0.146308 1.05931 0.142693 0.59258 -0.160256 0.0210132 -1.21045 0.0365281 0.130168 0.610506 internal_weight=0 193 363460 52 1779 81 361681 1698 1208 78 5643 1130 356038 22655 254 234 22401 594 1377 141 76 65 56 1355 4266 1457 536 1430 788 56 22214 187 333383 52 317290 468 16093 4094 567 316822 490 117 2809 525 373 11999 82 2284 291 97 internal_count=363653 193 363460 52 1779 81 361681 1698 1208 78 5643 1130 356038 22655 254 234 22401 594 1377 141 76 65 56 1355 4266 1457 536 1430 788 56 22214 187 333383 52 317290 468 16093 4094 567 316822 490 117 2809 525 373 11999 82 2284 291 97 cat_boundaries=0 7 8 11 18 25 31 37 38 44 45 46 52 53 54 cat_threshold=137414144 134218816 4416 1073807360 4210688 0 132 8388608 1048576 0 256 2130944 1082393664 4368 0 4198400 0 4 1048576 1074003968 16 0 0 0 128 3180160 262660 67113752 67141632 4194944 16384 2148532224 98308 1 1179648032 8392192 8413248 7 1048576 4 0 0 0 8192 3920 1042 512 134546432 134742848 67371008 8389632 128 3360 352 is_linear=0 shrinkage=0.01 Tree=125 num_leaves=53 num_cat=9 split_feature=3 2 0 8 25 4 0 2 2 9 7 4 10 2 24 13 6 25 7 6 1 9 1 9 25 8 3 2 1 5 3 24 2 9 0 2 1 0 24 8 0 7 10 25 1 25 0 11 10 10 25 1 split_gain=2.39439e+08 3.02627e+08 8.0916e+07 6.87116e+07 5.20154e+07 6.82203e+07 1.00825e+08 2.32364e+07 1.94078e+07 1.23425e+07 2.46579e+07 1.16747e+07 1.13707e+07 1.6082e+07 1.05835e+07 1.04249e+07 1.03136e+07 1.00351e+07 1.24229e+07 8.78317e+06 7.72564e+06 7.55409e+06 4.16089e+07 7.21909e+06 6.73745e+06 6.01632e+06 4.68963e+06 4.59125e+06 4.13367e+06 3.90835e+06 3.8065e+06 3.6861e+06 3.53546e+06 3.50212e+06 3.24137e+06 2.79369e+06 2.72454e+06 2.54097e+06 2.28374e+06 2.14441e+06 2.05504e+06 2.0081e+06 1.9988e+06 1.89348e+06 1.90177e+06 1.64263e+06 1.56836e+06 2.69445e+06 1.63755e+06 906145 885392 441615 threshold=2725.8677800000005 2682.0900000000006 688.40820000000008 2971.7767500000004 0 14.450258500000002 1519.5755740000002 189.07500000000002 1271.7445000000002 309.41100000000012 112.55400000000002 508.93250000000006 361.81390450000009 2682.0900000000006 1 240.87900000000005 1937.6795000000002 2 21.411750000000001 698.40204000000006 21.991000000000003 360.85390500000005 28.5702 487.08190000000008 3 1148.5039000000004 698.94000000000005 1827.1555000000001 494.77402000000006 1561.8224400000001 306.80800000000005 4 2682.0900000000006 754.45500000000004 134.27105550000002 522.27250000000015 962.58510000000012 2778.6210000000005 5 380.1882500000001 257.57200000000006 92.584500000000006 767.74042000000009 6 289.85000000000008 7 2.1870000000000007 529.78250000000014 1935.1350000000002 1564.7167200000001 8 860.12500000000011 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 9 2 9 2 2 2 2 9 2 left_child=2 9 7 -3 5 6 -4 20 14 10 28 24 13 23 17 -11 27 18 -6 -19 41 26 -23 -10 25 32 34 31 -2 42 37 -13 -9 -7 -22 -27 -28 -16 -32 -24 -29 45 -14 44 -26 49 48 -48 -43 -1 -47 -45 right_child=1 3 4 -5 8 33 -8 11 12 15 -12 16 29 -15 30 -17 -18 19 -20 -21 21 22 39 -25 43 35 36 40 -30 -31 38 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 46 -44 51 -46 50 47 -49 -50 -51 -52 -53 leaf_value=0.04648029552631873 -0.13601729777124194 22.52649806722005 6.5477694917470215 46.111170290992376 8.0536434573218934 0.10088657648135455 35.169475994110108 0.79960537271360765 2.8436912369728087 -6.213675291878836 14.187016149811123 2.6606916642827647 2.2897463951110839 13.233542736598425 -0.098804036697254904 3.8743001174926759 8.112977951049805 1.1674716700334893 0.92791164588928232 4.5349154339028503 0.067509692884636388 15.114637842178345 0.3428731210461668 9.7266598167419431 0.22308192219885656 7.4091236801147469 1.2087792369607209 -3.8418400137765065 5.5341445636749267 4.1758391622396616 2.2627513070066438 1.0075005540086164 5.0272478046417239 5.2477695736885073 0.45341045511012423 2.123588975906372 4.6526232507493761 -3.2696533118353948 0.26167189652192674 1.7553531690961435 0.58216670490446543 0.045253180248232987 -1.8812190320315185 -0.12811169891146082 0.9314460591479603 -0.0078520745890450095 0.38721847325856862 3.0592083082749291 2.8453503944760281 1.846778610774449 -0.054636410085842163 -1.5922513834635417 leaf_weight=18710 36 30 32 21 63 39 20 1807 64 21 23 270 20 28 395 20 25 706 40 87 21403 21 367 20 2461 20 154 21 20 39 109 350 20 20 2423 20 27 27 131 152 21 3835 27 1083 448 47996 1168 39 21 28 257872 21 leaf_count=18710 36 30 32 21 63 39 20 1807 64 21 23 270 20 28 395 20 25 706 40 87 21403 21 367 20 2461 20 154 21 20 39 109 350 20 20 2423 20 27 27 131 152 21 3835 27 1083 448 47996 1168 39 21 28 257872 21 internal_value=0 11.8317 -0.00422993 32.2378 2.07223 8.4447 17.5561 -0.0149753 1.61215 3.15905 5.46946 0.574427 4.57035 6.67026 1.24655 -1.29271 1.80796 1.94621 4.81855 1.51777 -0.0259026 0.145246 1.31492 4.48249 0.430305 0.924926 0.118936 1.56985 1.88904 1.83558 0.266153 1.7866 0.845885 1.84559 0.106754 4.76636 1.7225 -0.301678 1.27568 0.756547 -1.62984 -0.0386462 -0.10634 0.197393 0.331035 -0.0417285 0.158973 0.473555 0.0605027 0.0491442 -0.0472956 -0.154562 internal_weight=0 171 362650 51 1867 111 52 360783 1756 120 79 6567 198 112 1558 41 687 896 103 793 354216 24547 540 84 5880 1867 24007 662 56 86 662 620 1827 59 23826 40 181 422 240 519 42 329669 47 4013 2909 324606 5063 1207 3856 18738 305868 1104 internal_count=362821 171 362650 51 1867 111 52 360783 1756 120 79 6567 198 112 1558 41 687 896 103 793 354216 24547 540 84 5880 1867 24007 662 56 86 662 620 1827 59 23826 40 181 422 240 519 42 329669 47 4013 2909 324606 5063 1207 3856 18738 305868 1104 cat_boundaries=0 1 2 9 15 16 17 24 31 37 cat_threshold=9437184 3118 512 0 0 65536 4194304 0 128 2217771040 8650820 67109136 262145 16640 16384 1365 784 134546944 1207993864 134746624 1143996416 541144064 258 132 3759144960 360452 2415919104 1178739744 1084416 12609728 2 32772 1073741936 9444565 2150694912 570437649 230404 is_linear=0 shrinkage=0.01 Tree=126 num_leaves=53 num_cat=11 split_feature=3 4 1 1 1 3 5 26 24 9 9 5 3 6 11 25 4 1 8 17 25 24 3 9 25 15 8 25 4 4 25 26 25 11 5 5 4 1 5 11 6 25 1 14 6 16 11 9 25 8 14 24 split_gain=2.34674e+08 2.32934e+08 9.23439e+07 5.80474e+07 2.4718e+07 1.919e+07 1.82258e+07 2.19047e+07 1.39459e+07 1.29493e+07 1.22125e+07 1.62502e+07 1.12758e+07 9.79525e+06 1.31021e+07 8.22542e+06 7.10328e+06 6.63374e+06 6.06217e+06 6.17626e+06 5.12885e+06 4.71356e+06 4.60119e+06 4.21082e+06 1.2071e+07 4.67951e+07 3.79242e+06 3.69714e+06 3.83777e+06 3.10267e+06 2.62602e+06 3.77937e+06 2.54415e+06 3.63821e+06 2.41142e+06 2.19917e+06 2.48876e+06 2.12447e+06 1.93138e+06 1.81082e+06 2.98638e+06 1.54665e+06 1.38387e+06 1.37508e+06 1.02333e+06 901339 898454 883121 766994 695911 653982 645367 threshold=2725.8677800000005 2693.9010000000007 2781.5828000000006 263.08925000000005 2781.5828000000006 543.62350000000004 14.489570000000002 2022.5000000000002 0 1600.0905700000001 309.41100000000012 584.10300000000018 132.01500000000001 1937.6795000000002 127.12950000000002 1 785.57750000000021 631.04475000000014 228.37750000000003 1071.2935000000002 2 3 1282.3492500000004 375.64974000000007 4 11.606362000000003 1581.7937000000002 5 680.56950000000018 39.277955000000006 6 2022.5000000000002 7 382.05000000000001 1146.4585000000004 99.17256350000001 1522.8167500000002 172.78275000000005 723.78135000000009 291.60000000000008 1324.2200000000003 8 962.58510000000012 448.09750000000003 265.24250000000001 362.14375000000007 2105.5980000000004 265.57100000000008 9 14.450258500000002 260.36070000000001 10 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 9 1 2 2 9 2 2 9 2 2 9 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 1 left_child=3 10 -3 12 5 15 7 -6 34 38 11 17 23 22 -15 16 21 -2 27 32 26 -5 -10 29 25 49 -17 28 44 30 31 -1 50 -34 42 41 -37 -30 -8 40 -26 -31 -7 -32 -14 -22 -41 48 -29 -25 -20 -49 right_child=1 2 -4 4 6 8 9 -9 13 -11 -12 -13 18 14 -16 20 -18 -19 19 -21 45 -23 -24 24 39 -27 -28 47 37 35 43 -33 33 -35 -36 36 -38 -39 -40 46 -42 -43 -44 -45 -46 -47 -48 51 -50 -51 -52 -53 leaf_value=0.3116845228349881 1.1875277399405455 12.863562694549559 40.424458411432084 3.2443312717918169 13.607889722585679 -0.92660651298669661 1.1840314197540283 2.0756500026157925 2.0429506594731852 8.6012584381103512 -0.58164991780331265 13.863438898722332 0.47904385740818295 13.339886195898057 2.6610738697758429 0.6729250645272582 7.5119833755493168 8.0550558280944831 0.36066588017675616 6.2638052065476133 -0.13317489417688699 0.71726694920214062 3.9465983126536912 -0.17526637707437789 -0.018960117419582347 16.225313756664594 3.5654072952270508 -0.094124168189314489 1.9125808379006766 0.90647003029551454 -0.042000809186915379 -0.074698501120423103 0.9728248557983612 2.878069064806378 -3.814049549932065 0.38180157809166032 3.6899576344697373 5.6535079975128175 -2.5694126421829746 1.4243800772629773 3.8846908535957336 0.048367404399165807 1.6650273864609855 0.54987516360504329 1.2929777028163276 1.912124493338845 -0.82854681015014653 1.2780393758284307 0.18608433518302783 1.6384299070694868 -0.95746621862370918 0.23612326103098252 leaf_weight=5164 39 20 31 123 40 78 26 28 540 20 38 21 1089 20 27 3107 23 22 189 23 1045 211 166 56 974 24 46 1361 63 204 324033 4966 490 126 23 2020 23 20 29 154 20 11689 28 393 180 22 20 103 3423 34 47 160 leaf_count=5164 39 20 31 123 40 78 26 28 540 20 38 21 1089 20 27 3107 23 22 189 23 1045 211 166 56 974 24 46 1361 63 204 324033 4966 490 126 23 2020 23 20 29 154 20 11689 28 393 180 22 20 103 3423 34 47 160 internal_value=0 11.7134 29.6163 -0.00418595 1.00586 0.898346 5.11001 8.85932 2.24898 1.71063 4.10462 6.27631 -0.0200333 2.74833 7.20525 0.638076 2.07844 3.66434 0.369655 1.15035 0.510091 1.7665 2.49055 -0.0281373 0.543923 3.51048 0.712863 0.262904 0.725387 -0.0302418 -0.0363316 0.122149 1.01231 1.34077 -0.815667 0.115955 0.419045 2.81401 -0.795057 0.22242 0.0595842 0.0638893 -0.242024 -0.0412826 0.594495 -0.0901588 1.16542 0.137303 0.10656 0.509908 0.0941664 0.701747 internal_weight=0 171 51 362650 5602 5459 143 68 882 75 120 82 357048 753 47 4577 357 61 7274 875 4220 334 706 349774 1282 114 3153 6399 1352 348492 334556 10130 852 616 129 13936 2043 83 55 1168 994 11893 106 324426 1269 1067 174 5047 4784 90 236 263 internal_count=362821 171 51 362650 5602 5459 143 68 882 75 120 82 357048 753 47 4577 357 61 7274 875 4220 334 706 349774 1282 114 3153 6399 1352 348492 334556 10130 852 616 129 13936 2043 83 55 1168 994 11893 106 324426 1269 1067 174 5047 4784 90 236 263 cat_boundaries=0 1 5 12 13 17 22 29 36 42 49 50 cat_threshold=136 9438208 1082130432 67108864 65536 203784736 134514244 135271184 1077936130 4280576 16384 132 28 9437184 262148 0 4194304 3178528 327684 524545 512 1024 2148532224 65540 0 1078001696 8391168 12607552 2 2098176 262144 4608 1073741824 4194304 0 4 0 134479872 0 262144 128 2048 1141377152 25166594 8391760 39987235 536883264 16 196 1286 is_linear=0 shrinkage=0.01 Tree=127 num_leaves=59 num_cat=12 split_feature=2 4 8 0 25 24 0 2 2 0 10 2 4 1 24 2 25 24 0 6 4 4 25 7 19 20 9 25 12 7 14 4 7 9 12 4 0 0 0 25 1 4 0 5 9 25 8 5 5 13 10 4 25 24 1 24 8 1 split_gain=2.30011e+08 3.04166e+08 1.00999e+08 6.61191e+07 3.01135e+07 5.87697e+07 8.5117e+07 1.05931e+08 2.39405e+07 2.22245e+07 3.48795e+07 1.509e+07 1.10191e+07 9.29325e+06 8.79892e+06 8.55685e+06 7.12682e+06 5.95444e+06 6.92437e+06 5.45401e+06 5.32758e+06 5.28425e+06 4.71538e+06 1.44676e+07 4.59108e+06 4.77859e+06 4.23222e+06 1.17986e+07 4.98933e+07 3.8636e+06 3.6521e+06 3.49333e+06 3.43655e+06 3.28109e+06 2.66172e+06 2.65133e+06 2.46992e+06 2.35935e+06 2.32111e+06 2.29316e+06 2.27137e+06 2.27077e+06 2.21675e+06 2.14534e+06 2.72905e+06 1.88763e+06 1.80476e+06 1.64209e+06 1.6372e+06 2.58001e+06 1.43099e+06 1.28872e+06 1.07514e+06 971410 872037 838275 837339 808851 threshold=2682.0900000000006 2693.9010000000007 2971.7767500000004 360.43000000000001 0 1 992.19979999999998 30.518000000000004 1107.4580000000003 688.40820000000008 517.51460000000009 69.712000000000018 102.15277500000001 263.08925000000005 2 1468.575 3 4 1519.5755740000002 652.29725000000008 508.93250000000006 508.93250000000006 5 85.347000000000023 729.71800000000019 15.051500000000003 265.57100000000008 6 114.01200000000001 610.83000000000004 7.7340000000000009 1522.8167500000002 2822.9627650000007 1022.5259020000002 180.47315000000003 106.484285 428.67780000000005 12.435 591.40200000000016 7 2781.5828000000006 537.37500000000011 1519.5755740000002 553.36150000000009 419.23800000000006 8 6.4775000000000009 42.227750000000007 384.24423250000001 32.279000000000003 767.74042000000009 1292.0010000000002 9 10 11.926500000000003 11 126.62661000000001 523.64669700000002 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 1 2 9 1 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 1 2 1 2 2 left_child=3 9 -3 11 5 6 38 -8 16 41 12 26 -11 20 34 19 17 42 -19 -16 24 -17 23 46 39 -26 32 28 35 31 -31 -24 37 36 47 -28 -7 40 -5 -13 -1 54 -6 53 -45 -39 -15 -10 56 -50 -36 -38 55 -22 -2 -18 -29 -54 right_child=1 2 -4 4 8 33 7 -9 14 10 -12 13 -14 22 15 21 52 18 -20 -21 43 -23 29 -25 25 -27 27 48 -30 30 -32 -33 -34 -35 50 -37 51 45 -40 -41 -42 -43 -44 44 -46 -47 -48 -49 49 -51 -52 -53 57 -55 -56 -57 -58 -59 leaf_value=-0.042761574975959622 2.7217173930576872 20.330795012253983 50.221431681632993 0.99419083489312077 0.093352860687229477 3.6887983833659779 37.873762902759374 6.8092590215931779 1.9703014676911492 18.905694260370165 -1.1349841201782227 0.32916052394916206 8.6615035047985263 0.25839910757743706 1.6089579876986417 4.3008738318733553 0.89378181402901269 1.0839754611345052 2.9432836280124532 6.7038173731635595 1.7605464087639535 10.150498467709156 0.62555924373399052 9.7473001032609208 6.6929578295621006 0.30271276550292969 -0.053825606505076097 0.0107367193157891 18.038996788501741 3.8042815020462362 0.70628346057005331 4.6430032821135088 3.5329483653880933 4.4808746576309204 5.0550945975563746 4.0118713874816896 0.47353505972502891 0.14330677215920198 5.0356907323201501 0.041186912871695791 2.8055259834017074 -2.4612531490325926 -2.4340896745920184 4.1828199777236357 -0.018719596862792971 -0.023707417947131715 3.5109012897809344 -1.2038317215748324 2.6258273752076287 0.0045838974140308521 1.8345344025863184 -2.1325473438609732 -0.038314044283969929 0.47311252616700672 0.35402767399379187 0.041339743428987497 0.54606788543875884 -1.5975984513419017 leaf_weight=315889 28 26 20 27 262 22 21 23 28 21 25 4757 21 59 55 23 247 1893 224 34 102 47 1338 26 22 25 81 1287 20 82 71 22 27 24 22 20 138 12731 30 6611 28 20 40 52 22 14433 24 39 70 81 37 22 672 179 35 223 378 35 leaf_count=315889 28 26 20 27 262 22 21 23 28 21 25 4757 21 59 55 23 247 1893 224 34 102 47 1338 26 22 25 81 1287 20 82 71 22 27 24 22 20 138 12731 30 6611 28 20 40 52 22 14433 24 39 70 81 37 22 672 179 35 223 378 35 internal_value=0 10.8313 33.3267 -0.00452861 1.24469 4.21767 10.1791 21.6355 0.996081 3.93274 8.21696 -0.0191245 13.7836 0.310222 3.78851 5.28057 0.777538 1.08619 1.27469 3.55531 0.212431 8.22848 1.01984 2.96586 0.174912 3.29389 -0.0319072 0.434212 3.33326 0.854394 2.36665 0.690547 -0.0345387 0.958918 1.37727 0.751263 0.547172 -0.0348194 3.1213 0.162017 -0.0425091 0.474385 -0.23367 1.41886 2.93371 0.0546114 1.19888 0.122672 0.221474 1.21973 3.03542 0.115199 0.132832 1.01993 1.40633 0.498613 0.132271 -0.113895 internal_weight=0 196 46 362625 4188 307 101 44 3881 150 67 358437 42 13392 285 159 3596 2419 2117 89 11770 70 1622 109 11415 47 345045 1937 121 1513 153 1360 343108 206 126 101 182 343081 57 11368 315917 83 302 355 74 27164 83 67 1816 151 59 160 1177 281 63 470 1665 707 internal_count=362821 196 46 362625 4188 307 101 44 3881 150 67 358437 42 13392 285 159 3596 2419 2117 89 11770 70 1622 109 11415 47 345045 1937 121 1513 153 1360 343108 206 126 101 182 343081 57 11368 315917 83 302 355 74 27164 83 67 1816 151 59 160 1177 281 63 470 1665 707 cat_boundaries=0 1 2 3 10 11 18 21 26 33 39 40 41 cat_threshold=9437696 278 1196 203801600 142607876 68161792 1078001664 4211712 16384 132 129 0 134479872 16 0 0 0 128 8388608 262176 1048576 137658912 134479940 134742272 36962305 4212480 135382532 135562848 67113808 172032 4194752 2050 64 4 1073741920 134742032 2248146945 8392704 2 1328 636 is_linear=0 shrinkage=0.01 Tree=128 num_leaves=52 num_cat=12 split_feature=3 2 0 10 25 4 0 3 2 7 9 7 10 2 14 24 25 7 1 15 3 9 9 25 3 25 17 24 3 14 5 0 25 1 5 3 8 4 25 11 24 0 24 10 12 4 7 25 10 8 24 split_gain=2.26464e+08 2.87997e+08 7.68815e+07 6.62711e+07 4.97502e+07 6.58728e+07 9.83272e+07 2.20669e+07 1.82515e+07 1.31897e+07 1.21095e+07 2.39238e+07 1.10963e+07 1.52809e+07 1.0967e+07 1.0279e+07 9.73019e+06 1.21813e+07 9.17126e+06 8.13059e+06 7.78155e+06 7.01226e+06 6.14137e+06 8.10129e+06 3.83086e+07 5.38512e+06 4.97714e+06 4.57946e+06 6.99371e+06 4.55423e+06 4.5084e+06 4.35041e+06 4.08968e+06 3.912e+06 3.80474e+06 3.66479e+06 3.4988e+06 3.35759e+06 2.90656e+06 2.85968e+06 2.60014e+06 2.49712e+06 2.19779e+06 1.9198e+06 1.9045e+06 1.89443e+06 1.87203e+06 1.42141e+06 1.36001e+06 1.26438e+06 1.14714e+06 threshold=2725.8677800000005 2682.0900000000006 688.40820000000008 148.74825000000001 0 14.450258500000002 1519.5755740000002 92.623500000000021 1271.7445000000002 365.31653000000006 309.41100000000012 112.55400000000002 361.81390450000009 2682.0900000000006 116.61900000000001 1 2 21.411750000000001 962.58510000000012 830.0725000000001 149.268 487.08190000000008 375.64974000000007 3 11.553000000000003 4 1381.0875000000003 5 330.57375000000008 47.965000000000011 425.55000000000007 20.818889000000002 6 494.77402000000006 1561.8224400000001 306.80800000000005 177.38250000000002 11.553500000000001 7 291.60000000000008 8 2778.6210000000005 9 767.74042000000009 828.5512500000001 1292.0010000000002 2822.9627650000007 10 1058.8682400000002 1017.6571000000002 11 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 9 2 9 2 1 2 2 2 2 9 2 2 2 2 2 9 2 1 2 1 2 2 2 2 9 2 2 1 left_child=2 10 7 -3 5 6 -4 22 15 18 11 33 13 21 -12 16 17 -6 26 -18 -20 -10 31 24 30 45 32 28 -27 -7 -24 46 -9 -2 43 41 -29 -22 40 48 -33 -17 -37 -14 -41 50 47 -1 -25 -40 -11 right_child=1 3 4 -5 8 29 -8 9 12 25 14 -13 34 -15 -16 35 19 -19 20 -21 37 -23 23 39 -26 27 -28 36 -30 -31 -32 38 -34 -35 -36 42 -38 -39 49 44 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 leaf_value=0.048777484699019567 -0.1619770540131463 41.342076458108842 6.329793740510941 18.325707258744675 7.9320331047451678 4.1454655434103573 34.594768295288084 0.60235429871734381 2.7655056173354389 1.2809444682287134 -6.4105736905052551 13.921570716526199 2.1694966163635256 12.910958998543876 3.9363540039062501 -0.10640649483334037 1.3013774634231745 0.87593388271331796 8.0187950086593638 6.6086904025077819 4.418502685701525 9.5491616649627691 0.47423388124271559 0.045594773742389107 15.69604460644722 1.5415843548576038 5.2503982505798339 0.37917258970473766 4.9850068970435659 -1.4769635551452638 4.8979635054976853 0.54621804334665192 0.13978052738087002 5.3540576210021973 4.0462751545050208 2.2082717273115113 2.0272234855888396 1.0482456879550908 0.031098926936144338 2.0706647794560871 0.12264963202067232 -3.2497754139370385 0.24724998203575191 -1.9182103777373281 -0.80651327133178707 -2.3508937080383303 2.5921081635466328 -0.046020117615124499 2.5064181626361348 2.5468543958663941 -0.039613803438624445 leaf_weight=16669 36 29 32 22 63 34 20 2554 64 105 21 23 20 28 20 395 763 40 22 30 37 20 157 954 20 120 20 217 116 25 27 2363 7594 20 39 109 317 147 17692 129 3774 27 131 27 28 25 27 307465 23 20 161 leaf_count=16669 36 29 32 22 63 34 20 2554 64 105 21 23 20 28 20 395 763 40 22 30 37 20 157 954 20 120 20 217 116 25 27 2363 7594 20 39 109 317 147 17692 129 3774 27 131 27 28 25 27 307465 23 20 161 internal_value=0 11.5066 -0.0041123 31.4134 2.01992 8.25182 17.2009 -0.0145864 1.57006 0.417687 3.04626 5.33476 4.43882 6.51324 -1.36329 1.21556 1.90504 4.73235 0.309073 1.48345 2.39801 4.38066 -0.0287357 0.647458 2.43281 1.47966 0.266752 1.9079 3.10265 1.76308 1.12337 -0.0313355 0.25693 1.80804 1.73724 0.24981 1.33256 1.72596 0.0990155 0.302166 0.286364 -0.307523 1.24019 -0.178761 1.55754 0.271636 -0.0409256 -0.0411449 0.103526 0.0339205 0.528326 internal_weight=0 171 362650 51 1867 111 52 360783 1756 11435 120 79 198 112 41 1558 896 103 10374 793 206 84 349348 1338 204 1061 10168 770 236 59 184 348010 10148 56 86 662 534 184 23849 1134 6137 422 240 47 157 291 324161 324134 977 17712 266 internal_count=362821 171 362650 51 1867 111 52 360783 1756 11435 120 79 198 112 41 1558 896 103 10374 793 206 84 349348 1338 204 1061 10168 770 236 59 184 348010 10148 56 86 662 534 184 23849 1134 6137 422 240 47 157 291 324161 324134 977 17712 266 cat_boundaries=0 1 2 9 13 18 19 24 30 31 32 39 40 cat_threshold=9437184 3118 512 0 0 65536 4194304 0 128 8389632 262148 0 1073741824 1048576 32832 4096 1073741824 4194304 2308 1081376 1074102272 67113216 512 8389632 9472512 135528512 67113280 1111785473 640 2112 30 784 3222274048 1114116 2415919104 1147536416 579907088 12607552 2 2369 is_linear=0 shrinkage=0.01 Tree=129 num_leaves=53 num_cat=7 split_feature=3 2 0 10 25 4 0 2 2 0 10 2 24 25 7 15 4 5 1 3 1 19 25 3 3 2 14 11 4 0 4 5 3 3 2 0 25 1 5 7 10 10 14 18 10 25 4 2 10 23 25 2 split_gain=2.21957e+08 2.82266e+08 7.53613e+07 6.49523e+07 4.8758e+07 6.4562e+07 9.63705e+07 2.17857e+07 1.78865e+07 1.10927e+07 1.08755e+07 1.49768e+07 1.00698e+07 9.53656e+06 1.19389e+07 7.96879e+06 7.39064e+06 1.37332e+07 7.27152e+06 7.16596e+06 7.48218e+06 8.1423e+06 5.63812e+06 7.60056e+06 4.05854e+07 5.09464e+06 4.4636e+06 4.3106e+06 5.17364e+06 4.24558e+06 3.91961e+06 3.72902e+06 3.59666e+06 3.5908e+06 2.77494e+06 2.44743e+06 2.21483e+06 2.19479e+06 2.08609e+06 1.89899e+06 1.88159e+06 1.86264e+06 1.72247e+06 2.13258e+06 2.00376e+06 1.56287e+06 1.50312e+06 1.3567e+06 1.21153e+06 866077 802891 579551 threshold=2725.8677800000005 2682.0900000000006 688.40820000000008 148.74825000000001 0 14.450258500000002 1519.5755740000002 189.07500000000002 1271.7445000000002 127.53000000000002 361.81390450000009 2682.0900000000006 1 2 21.411750000000001 830.0725000000001 1292.0010000000002 367.52900000000005 21.991000000000003 481.20000000000005 1461.4925000000003 430.74300000000011 3 14.522500000000003 19.112640000000003 1107.4580000000003 47.965000000000011 443.6112050000001 785.57750000000021 141.63500000000002 1888.1190000000004 1561.8224400000001 306.80800000000005 1118.1025000000002 104.01000000000001 2778.6210000000005 4 314.66480000000007 62.716000000000015 92.584500000000006 767.74042000000009 1058.8682400000002 429.20700000000005 216.54030000000003 1159.6875000000002 5 191.94000000000003 581.81775000000005 856.19400000000007 322.44000000000005 6 1107.4580000000003 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 left_child=2 16 7 -3 5 6 -4 18 12 30 11 33 13 14 -6 -15 17 34 39 27 21 -21 23 29 -25 -18 -7 41 -29 -20 36 40 35 -10 -2 -14 47 -34 48 45 -12 -11 44 -44 -41 50 -40 -9 -24 -47 -1 -38 right_child=1 3 4 -5 8 26 -8 9 10 19 31 -13 32 15 -16 -17 25 -19 22 20 -22 -23 38 24 -26 -27 -28 28 -30 -31 -32 -33 37 -35 -36 -37 51 -39 46 42 -42 -43 43 -45 -46 49 -48 -49 -50 -51 -52 -53 leaf_value=0.28015949752023661 -0.1728632006278405 40.928655553357352 6.2664956134557723 18.14244954889471 7.8527127294691788 4.1040108254376584 34.248820755004878 0.32839681084577016 2.5023979799798197 0.63388968268700485 2.1478016338348387 12.781849215371269 -0.10534243650432629 1.2883636986006293 0.8671745283603669 6.5426035931905107 -3.9963811435699461 11.547788904363458 0.032215475412764295 1.5546261542653523 6.7834906885203194 7.4398415214538582 0.046899285958959876 15.200989989780243 1.0745649188553639 2.9046222156027093 -1.4621939624786375 1.5981965297983802 6.405581961737739 1.6797210337640196 4.3065651003519694 4.0058124111860227 0.037014131530168214 6.6671117000322084 4.3262075812241125 -3.2172776328192816 0.047595263384845404 1.9961393038622322 0.21578191467403143 0.11436669305376317 -1.8990282822317548 3.3344081801634573 0.48519175489743555 3.5177524607109305 3.2860304698944094 -0.046514601487305234 0.73796165357969823 0.89386188689091084 1.7273832639982536 0.65718012747509136 0.027263765172171231 -0.57109936076474477 leaf_weight=1333 26 29 32 22 63 34 20 2036 47 1446 20 28 395 763 40 30 20 22 1290 394 34 25 18610 21 645 23 25 131 27 178 24 39 94 37 29 27 1722 146 3089 4932 27 26 78 33 20 303726 671 536 43 175 19372 166 leaf_count=1333 26 29 32 22 63 34 20 2036 47 1446 20 28 395 763 40 30 20 22 1290 394 34 25 18610 21 645 23 25 131 27 178 24 39 94 37 29 27 1722 146 3089 4932 27 26 78 33 20 303726 671 536 43 175 19372 166 internal_value=0 11.3916 -0.00406976 31.0993 1.99985 8.1693 17.0289 -0.0144398 1.5545 0.556268 4.39443 6.4481 1.20356 1.88599 4.68503 1.46862 3.0158 4.87035 -0.0250204 1.15928 2.27187 1.90577 0.141022 0.631 1.51999 -0.305147 1.74545 0.85007 2.41971 0.231981 0.276146 1.71987 0.247677 4.33686 2.19937 -0.304447 0.254458 1.22882 0.0940461 -0.0373839 -0.176973 0.681589 0.154791 1.38676 0.127176 -0.0403813 0.308969 0.44451 0.0507732 -0.0461079 0.0436727 -0.00676683 internal_weight=0 171 362650 51 1867 111 52 360783 1756 6567 198 112 1558 896 103 793 120 77 354216 2083 453 419 24547 2134 666 43 59 1630 158 1468 4484 86 662 84 55 422 4460 240 22413 329669 47 1472 5063 111 4952 324606 3760 2572 18653 303901 20705 1888 internal_count=362821 171 362650 51 1867 111 52 360783 1756 6567 198 112 1558 896 103 793 120 77 354216 2083 453 419 24547 2134 666 43 59 1630 158 1468 4484 86 662 84 55 422 4460 240 22413 329669 47 1472 5063 111 4952 324606 3760 2572 18653 303901 20705 1888 cat_boundaries=0 1 2 9 15 22 29 35 cat_threshold=9437184 3118 512 0 0 65536 4194304 0 128 9469952 134217728 67108928 0 640 2048 2352317984 1073743436 135270656 1310720 4281600 16384 132 3759144960 360452 2415919168 1178739744 34638848 12609728 2 0 65536 0 4194304 2048 24576 is_linear=0 shrinkage=0.01 Tree=130 num_leaves=56 num_cat=9 split_feature=0 2 7 2 7 26 2 3 5 0 0 25 16 25 8 2 0 4 4 4 3 13 5 3 9 26 25 4 9 25 0 25 3 9 7 25 25 3 3 26 5 8 3 4 3 26 7 25 2 0 5 3 2 25 7 split_gain=2.76337e+08 2.25336e+08 1.55774e+08 5.50603e+07 3.28981e+07 2.55275e+07 3.67185e+07 2.54856e+07 2.96273e+07 1.85066e+07 1.71844e+07 1.01848e+07 9.77988e+06 9.34345e+06 8.46655e+06 7.22012e+06 6.32892e+06 6.01777e+06 5.09024e+06 5.06952e+06 5.02011e+06 6.85655e+06 4.08584e+06 3.64011e+06 6.25419e+06 4.92334e+06 3.17244e+06 5.25993e+06 2.69947e+06 7.01739e+06 3.29074e+07 2.28451e+06 2.26738e+06 2.17087e+06 2.0698e+06 1.88122e+06 1.87191e+06 1.80966e+06 2.01232e+06 1.85588e+06 1.75195e+06 2.67302e+06 1.69161e+06 1.80957e+06 1.54482e+06 1.43653e+06 1.41749e+06 1.31505e+06 1.31434e+06 1.25908e+06 1.00329e+06 922674 905435 457149 433040 threshold=2778.6210000000005 2682.0900000000006 149.17670000000001 385.09140000000008 1538.3385000000001 2022.5000000000002 44.728500000000004 1493.1141200000004 1908.1960000000001 134.27105550000002 190.45082400000004 0 251.83300000000003 1 1148.5039000000004 1107.4580000000003 747.41500000000008 43.227050000000006 680.56950000000018 785.57750000000021 481.20000000000005 543.80570000000012 162.66100000000003 10.454000000000002 827.32299999999998 2022.5000000000002 2 1292.0010000000002 360.85390500000005 3 4.7600710000000008 4 815.10500000000013 320.30100000000004 998.30500000000018 5 6 411.39420000000001 511.93300000000005 2022.5000000000002 218.04650000000001 613.57500000000016 156.80275000000003 46.458900000000007 888.08100000000013 2022.5000000000002 14.95725 7 1827.1555000000001 12.435 137.52250000000001 991.56000000000017 1271.7445000000002 8 287.701075 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 9 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 left_child=3 5 -3 10 9 6 -2 20 -9 34 17 16 33 14 15 -11 37 28 -16 32 -6 -22 42 25 -25 -18 27 -24 35 30 -30 40 -15 -7 36 45 48 39 -39 -12 53 -42 49 -44 -28 -1 -21 -37 -5 -19 -31 54 -38 -13 -33 right_child=1 2 -4 4 7 12 -8 8 -10 13 11 31 -14 19 18 -17 23 22 -20 46 21 -23 26 24 -26 -27 44 -29 29 50 -32 51 -34 -35 -36 47 52 38 -40 -41 41 -43 43 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 leaf_value=0.14690403908633953 16.879866965611775 10.683376303963039 45.806179612704682 0.66946795447735308 -0.33875613087101991 -3.3358264228820804 2.2763090507911916 5.1911478341592332 19.457210172017415 1.5951311891121405 0.90734880812693586 0.099107226421770417 6.1459408800942565 0.54946469675597487 8.0167889013045883 3.5804470518050411 3.8086784726488379 0.0028712933322460488 3.2937731448086827 5.0871254962423578 7.7858909566061838 0.41712280605150304 0.97879636381630419 0.57876757065806772 5.3022909094393258 0.61676625462139356 0.32000202486450846 5.8364495032766595 0.71374218190157868 -0.064431613646704577 13.496102558633556 -0.20731440808672541 -1.636230562351368 0.9712681510231711 3.1948174575805668 -0.0027820942715140644 0.19592007528654445 3.093129063082523 1.0394100993382531 0.29280764601318443 0.79350021426260042 4.2738907595475517 3.3758503455491291 0.41467604743240333 -1.9835240079760552 -0.02774449533388855 2.1672807031422856 -0.052267352534486132 2.6250735009683144 0.22203610692988571 0.90895810888659567 1.9888955287933352 -0.55807469441535629 0.42029665050015824 0.65952702077229819 leaf_weight=9599 36 23 28 483 38 25 33 37 24 709 1081 999 28 392 39 247 167 8054 55 23 28 23 723 226 32 68 985 23 162 725 23 1459 54 22 25 68422 1042 61 219 901 274 24 21 1194 30 9246 60 249781 37 3886 124 20 188 818 60 leaf_count=9599 36 23 28 483 38 25 33 37 24 709 1081 999 28 392 39 247 167 8054 55 23 28 23 723 226 32 68 985 23 162 725 23 1459 54 22 25 68422 1042 61 219 901 274 24 21 1194 30 9246 60 249781 37 3886 124 20 188 818 60 internal_value=0 11.9033 29.9665 -0.00416137 1.24331 5.50592 9.89556 5.82514 10.804 1.0384 -0.0163235 0.49685 1.46745 1.82597 2.3671 2.10807 0.954589 -0.0256406 5.25332 0.694016 2.41265 4.46272 0.170929 1.98471 1.16463 2.88506 0.623285 1.11364 -0.0343131 0.475855 2.1848 0.14871 0.284829 -1.31974 0.337793 -0.0358782 0.296978 0.734295 1.48683 0.627984 0.36141 1.0738 0.110374 0.465857 0.24946 0.061183 2.97639 -0.0416271 0.79336 0.0742008 0.0768311 -0.144043 0.0800247 0.246563 -0.173074 internal_weight=0 195 51 362911 3504 144 69 150 61 3354 359407 6409 75 1579 1050 956 2755 352998 94 529 89 51 14916 493 258 235 1761 746 338082 1034 185 3654 446 47 1775 337048 1750 2262 280 1982 2115 298 13155 1215 1015 18845 83 318203 520 11940 849 1539 1230 1817 1519 internal_count=363106 195 51 362911 3504 144 69 150 61 3354 359407 6409 75 1579 1050 956 2755 352998 94 529 89 51 14916 493 258 235 1761 746 338082 1034 185 3654 446 47 1775 337048 1750 2262 280 1982 2115 298 13155 1215 1015 18845 83 318203 520 11940 849 1539 1230 1817 1519 cat_boundaries=0 7 14 19 23 29 36 41 48 53 cat_threshold=70288896 1207959552 67113232 4259840 12599360 16384 4 3196416 142607360 272 1073741824 0 16384 128 137462784 1074036800 524544 0 20480 8388608 262144 4096 1140850688 134561924 8423276 169345024 1107558944 70912 130 3222274048 98308 268501057 1147142448 545303041 2227193920 2 2282061824 1073775620 256 3145728 4096 545308804 1310784 1056404 2182095361 1049600 268664962 128 278528 32832 34603008 1074004000 69632 is_linear=0 shrinkage=0.01 Tree=131 num_leaves=61 num_cat=6 split_feature=0 1 4 1 3 24 9 0 1 4 2 10 3 0 24 3 24 4 4 4 24 13 3 3 1 2 1 0 26 2 13 5 3 24 26 0 5 3 10 24 10 12 1 2 11 11 1 11 10 6 5 6 14 2 12 2 6 26 9 0 split_gain=2.70838e+08 3.26646e+08 1.44801e+08 5.96887e+07 2.96163e+07 4.17036e+07 7.9084e+07 2.48687e+07 1.72123e+07 1.29149e+07 1.17596e+07 1.02853e+07 9.39799e+06 7.52894e+06 7.53729e+06 1.22052e+07 6.62907e+06 6.48433e+06 6.40683e+06 5.96358e+06 4.89946e+06 6.22641e+06 4.87444e+06 6.53951e+06 8.32397e+06 4.85449e+06 4.66994e+06 4.59835e+06 4.41612e+06 1.77729e+07 9.32274e+06 6.79807e+06 4.36965e+06 4.25457e+06 5.87814e+06 6.39358e+06 4.96053e+06 3.51156e+06 2.90127e+06 2.87117e+06 2.7407e+06 2.59137e+06 2.5456e+06 2.46175e+06 2.38507e+06 1.35971e+07 3.35765e+07 2.19392e+06 2.1338e+06 2.03937e+06 1.95003e+06 1.91286e+06 1.70187e+06 1.41341e+06 1.37687e+06 1.37032e+06 1.31786e+06 1.28504e+06 1.00327e+06 643245 threshold=2778.6210000000005 2781.5828000000006 2693.9010000000007 733.85806350000018 543.62350000000004 0 1135.3321000000003 174.79296150000002 1461.4925000000003 11.553500000000001 466.01190000000003 1564.7167200000001 1118.1025000000002 635.46050000000014 1 17.142000000000003 2 629.95226050000008 43.227050000000006 2693.9010000000007 3 1063.1169900000002 66.476000000000013 125.49685000000001 962.58510000000012 1271.7445000000002 1256.4300000000001 992.19979999999998 2022.5000000000002 44.728500000000004 262.20660000000004 772.27550000000008 274.86025000000006 4 2022.5000000000002 1275.1415000000002 97.040000000000006 330.57375000000008 724.82817100000011 5 856.19400000000007 556.80950000000018 424.16250000000008 76.301200000000023 78.270000000000024 80.000400000000013 20.430175000000002 474.67500000000013 435.29700000000003 192.15607500000002 147.97662000000003 270.75475000000006 1061.9390000000003 2682.0900000000006 556.80950000000018 32.65484 37.218000000000011 2022.5000000000002 419.23800000000006 153.21245250000001 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 28 -3 7 13 6 8 18 25 27 33 20 -10 22 15 26 17 -11 44 -18 21 -12 54 24 -24 -6 -15 -7 29 -2 56 -31 55 34 35 -9 43 40 -36 41 50 -39 -22 -35 53 46 -46 -42 -25 -38 -20 -34 -41 57 59 -16 -30 -1 -47 -5 right_child=1 2 -4 4 5 9 -8 10 12 16 11 -13 -14 14 32 -17 19 -19 37 -21 42 -23 23 48 -26 -27 -28 -29 30 31 -32 -33 51 36 38 -37 49 39 -40 52 47 -43 -44 -45 45 58 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 leaf_value=-0.018197591099214486 11.323981452449676 14.79980016708374 48.006011205212829 -0.14256673122671518 0.86791956654301405 4.061991777079446 24.985672026062012 1.3165688537333404 15.116419430687316 0.7554701810616713 2.0023790715258456 8.575444483984084 6.332389919675629 9.8198572439896434 -2.5413953603744508 0.30233486629194684 0.58119236270102059 5.749440025549668 0.086667820003588164 -4.6619585617065429 0.15258262692214725 7.3573835041212003 1.4669926941033566 0.39334429936712251 9.2069769565264377 6.635260684967041 4.3806148387767649 10.340082513332367 -2.171325115966797 -2.8863642454147338 6.8808785482553336 5.3586766364574432 0.89094502763450156 -0.024866012682206333 0.025268648553757145 5.2988427241458451 0.49713488626634322 1.4022976326638799 3.2722127286319074 0.47014809929655649 2.8388495914019067 5.1352223367691048 1.8729505473036108 0.54349385610893297 -0.11931609132073141 0.093667060983180672 15.507356209278107 -0.75475946260535198 2.723958059993445 1.2567865938465845 0.44990042431292254 4.9712636933503331 -2.504818384170532 1.9441554398006864 2.3648648643493653 0.26668799019696421 1.2726180315017701 -0.057466531129878255 0.79875045091620001 0.70774774757000292 leaf_weight=170441 31 24 29 484 54 28 25 646 21 52 388 21 29 38 25 36 164 52 12566 25 286 23 33 171 24 20 27 20 25 20 26 20 20 3114 539 43 930 265 29 499 65 20 123 1009 44 4632 20 23 51 570 1675 27 20 36 26 57 20 163055 211 109 leaf_count=170441 31 24 29 484 54 28 25 646 21 52 388 21 29 38 25 36 164 52 12566 25 286 23 33 171 24 20 27 20 25 20 26 20 20 3114 539 43 930 265 29 499 65 20 123 1009 44 4632 20 23 51 570 1675 27 20 36 26 57 20 163055 211 109 internal_value=0 11.7843 32.9692 -0.00411963 1.91228 3.96502 8.20943 -0.012702 5.48917 1.81641 0.548732 1.66497 10.0217 1.02058 2.63489 4.52536 1.08199 2.96715 -0.0249621 -0.106701 1.48799 2.24737 0.607117 1.70452 4.72593 2.42666 7.56048 6.67786 3.8772 5.6407 2.11369 1.23616 0.74611 0.412285 0.936754 1.5651 0.292856 0.176346 0.191046 0.819429 0.140262 1.60784 0.653966 0.114226 -0.0339634 0.184899 4.76402 1.89961 0.928756 0.785803 0.129391 3.23496 0.348786 -0.0371833 0.112486 -0.589435 -0.640684 -0.0373972 0.124386 0.0137305 internal_weight=0 195 53 362911 1618 490 149 361293 124 341 7721 841 50 1128 230 101 293 104 353572 189 820 411 898 279 57 74 65 48 142 71 71 40 129 6880 1257 689 5623 15133 568 804 14329 285 409 4123 338439 4907 64 88 222 1500 14241 47 519 333532 619 82 45 333496 4843 593 internal_count=363106 195 53 362911 1618 490 149 361293 124 341 7721 841 50 1128 230 101 293 104 353572 189 820 411 898 279 57 74 65 48 142 71 71 40 129 6880 1257 689 5623 15133 568 804 14329 285 409 4123 338439 4907 64 88 222 1500 14241 47 519 333532 619 82 45 333496 4843 593 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=2336 28 69 3632 6 774 is_linear=0 shrinkage=0.01 Tree=132 num_leaves=53 num_cat=3 split_feature=0 1 4 1 7 18 0 1 0 6 2 10 3 2 24 1 4 24 0 12 1 26 2 16 5 24 26 0 5 7 4 7 3 10 3 1 4 2 3 11 11 10 1 9 3 17 2 2 12 26 9 0 split_gain=2.65448e+08 3.20146e+08 1.4192e+08 5.85009e+07 3.07188e+07 5.82863e+07 2.43738e+07 1.57562e+07 1.1826e+07 1.16411e+07 1.15256e+07 1.00806e+07 9.93301e+06 8.93398e+06 7.03688e+06 2.09985e+07 6.27933e+06 4.82409e+06 5.72578e+06 4.44596e+06 9.68619e+06 4.32824e+06 1.74192e+07 1.02448e+07 6.66279e+06 4.1699e+06 5.76116e+06 6.26635e+06 4.86181e+06 3.67258e+06 3.24374e+06 3.23376e+06 2.98279e+06 2.84353e+06 2.75428e+06 2.73936e+06 2.63093e+06 2.41276e+06 2.40591e+06 2.33761e+06 1.33265e+07 3.31721e+07 2.09934e+06 1.86035e+06 1.68916e+06 1.70037e+06 1.45857e+06 1.38528e+06 1.34291e+06 1.25947e+06 983304 657203 threshold=2778.6210000000005 2781.5828000000006 2693.9010000000007 733.85806350000018 1538.3385000000001 313.78700000000003 174.79296150000002 1256.4300000000001 635.46050000000014 7.9582500000000005 466.01190000000003 1564.7167200000001 66.476000000000013 1107.4580000000003 0 1461.4925000000003 43.227050000000006 1 992.19979999999998 556.80950000000018 1892.2623000000001 2022.5000000000002 44.728500000000004 52.257449999999999 772.27550000000008 2 2022.5000000000002 1275.1415000000002 97.040000000000006 107.34650000000001 1522.8167500000002 240.72500000000002 1282.3492500000004 724.82817100000011 1493.1141200000004 469.40400000000005 87.579000000000008 76.301200000000023 149.268 78.270000000000024 80.000400000000013 30.074000000000005 1256.4300000000001 1135.3321000000003 1890.7105500000002 183.34857700000003 7.7315000000000014 2682.0900000000006 556.80950000000018 2022.5000000000002 419.23800000000006 153.21245250000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 21 -3 6 8 7 16 -6 12 13 25 17 48 42 15 -14 39 18 -12 34 -21 22 -2 38 -24 26 27 -8 37 43 -16 -30 -9 -28 -11 -19 -15 -27 -23 47 41 -41 -10 46 45 -31 -18 49 51 -1 -42 -5 right_child=1 2 -4 4 5 -7 10 32 9 19 11 -13 14 36 30 -17 29 35 -20 20 -22 23 24 -25 -26 28 33 -29 31 44 -32 -33 -34 -35 -36 -37 -38 -39 -40 40 50 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 leaf_value=-0.018015614426452515 11.210741739580708 14.651801789601643 47.525951264480064 -0.13973948169127107 9.4620796012878419 20.032997299341055 1.303403172420551 2.5803829390002835 4.4259935652598363 1.0657420060090386 1.9246246407355794 8.4896900703793481 2.2606294082580729 10.288448412747218 0.95219724455966226 12.572402962493898 0.016205622867074797 0.45771178806302559 5.5807708338590771 1.2554010089499053 8.870706267978834 -3.2837341109189122 -2.8575006489753725 6.7999281556265689 5.305089798688889 -0.02461735469918978 0.025015961748991913 5.2458542944664179 0.48695938805389732 0.42020801362317395 4.563338702696341 1.5188214994265961 -1.7394123054273201 3.2394905873002675 -2.5519905960083009 2.1631617636409231 5.8617261989593512 0.53805891839656295 1.4483579562959217 -0.13745892329649492 0.092730389026157309 15.39482257795334 1.8168159154583428 2.9495057056261147 3.4329872035980227 1.2949546092198077 0.23458382171151138 1.9247139835357667 2.3412162509331336 -0.056891866089289797 0.79076293649266693 0.72364813539716932 leaf_weight=170441 31 24 29 480 27 26 646 31 78 133 243 21 94 29 316 25 7702 402 52 61 23 22 20 28 20 3114 539 43 1077 2066 27 423 33 29 25 123 25 1009 21 44 4632 20 51 23 20 249 5073 36 26 163055 211 108 leaf_count=170441 31 24 29 480 27 26 646 31 78 133 243 21 94 29 316 25 7702 402 52 61 23 22 20 28 20 3114 539 43 1077 2066 27 423 33 29 25 123 25 1009 21 44 4632 20 51 23 20 249 5073 36 26 163055 211 108 internal_value=0 11.6664 32.6395 -0.00407843 1.89316 6.82842 -0.0125749 3.05569 1.50847 2.92081 0.543245 1.64832 0.950617 4.82401 2.05825 4.08379 -0.0247125 1.47311 2.48487 1.48161 3.34054 3.83842 5.58429 2.09255 1.22379 0.408163 0.927387 1.54945 0.289927 0.174582 1.20143 0.777945 0.352989 0.189135 0.493316 0.841251 8.23904 0.113083 -0.972712 -0.0336237 0.18305 4.71638 3.39446 0.10804 0.539295 0.514295 0.102924 -0.0368115 0.117184 -0.0370232 0.123142 0.0188419 internal_weight=0 195 53 362911 1618 117 361293 91 1501 425 7721 841 1076 183 462 119 353572 820 295 242 84 142 71 71 40 6880 1257 689 5623 15133 343 1500 64 568 158 525 54 4123 43 338439 4907 64 129 12798 2335 2315 12775 333532 614 333496 4843 588 internal_count=363106 195 53 362911 1618 117 361293 91 1501 425 7721 841 1076 183 462 119 353572 820 295 242 84 142 71 71 40 6880 1257 689 5623 15133 343 1500 64 568 158 525 54 4123 43 338439 4907 64 129 12798 2335 2315 12775 333532 614 333496 4843 588 cat_boundaries=0 1 2 3 cat_threshold=289 3600 6 is_linear=0 shrinkage=0.01 Tree=133 num_leaves=55 num_cat=9 split_feature=0 1 4 1 7 18 0 1 25 25 1 3 2 2 8 24 0 4 11 26 8 0 7 26 2 14 5 7 6 3 3 1 2 5 24 0 25 1 25 3 3 10 2 2 1 14 2 25 25 24 11 0 7 26 split_gain=2.60166e+08 3.13775e+08 1.39095e+08 5.73368e+07 3.01075e+07 5.71264e+07 2.38888e+07 1.54427e+07 1.53615e+07 1.51639e+07 1.38066e+07 1.81491e+07 8.27982e+06 8.13319e+06 1.13476e+07 7.65995e+06 7.51099e+06 6.15437e+06 5.70707e+06 4.93118e+06 4.9029e+06 4.87353e+06 7.23398e+06 4.24211e+06 1.70726e+07 8.92484e+06 6.5302e+06 3.5995e+06 3.24791e+06 2.97763e+06 2.92343e+06 2.56953e+06 3.03281e+06 2.76137e+06 2.49502e+06 2.79575e+06 2.35882e+06 2.24658e+06 2.2094e+06 3.47261e+06 2.15292e+06 1.66598e+06 1.60551e+06 3.45685e+07 1.51728e+06 1.47832e+06 1.43944e+06 1.39462e+06 1.1254e+06 1.09776e+06 973058 714345 551243 29685.3 threshold=2778.6210000000005 2781.5828000000006 2693.9010000000007 733.85806350000018 1538.3385000000001 313.78700000000003 174.79296150000002 1256.4300000000001 0 1 1892.2623000000001 73.265300000000011 170.26100000000005 466.01190000000003 1017.6571000000002 2 1117.6621800000003 43.227050000000006 1413.4285000000002 2022.5000000000002 1581.7937000000002 33.002500000000005 24.198750000000004 2022.5000000000002 44.728500000000004 208.66305000000003 772.27550000000008 107.34650000000001 203.26450000000003 92.623500000000021 1282.3492500000004 72.937500000000014 1468.575 584.10300000000018 3 220.66925950000004 4 2781.5828000000006 5 1282.3492500000004 149.268 1159.6875000000002 27.046500000000005 30.001000000000001 43.652000000000008 1061.9390000000003 7.7315000000000014 6 7 8 734.30050000000017 275.71500000000009 254.73937500000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 9 2 2 2 2 2 2 2 2 9 9 1 2 2 2 2 left_child=3 23 -3 6 8 7 17 -6 10 13 21 -12 34 15 29 16 -8 36 19 -14 -16 53 -23 24 -2 40 -26 41 -17 -15 -9 47 33 -33 35 -10 42 -36 39 -29 -25 46 49 -44 50 -40 -19 51 -46 -1 -38 -11 -49 -5 right_child=1 2 -4 4 5 -7 9 30 12 31 11 -13 18 14 20 28 -18 27 -20 -21 -22 22 -24 25 26 -27 -28 38 -30 -31 -32 32 -34 -35 37 -37 44 -39 45 -41 -42 -43 43 -45 48 -47 -48 52 -50 -51 -52 -53 -54 -55 leaf_value=0.12301186190253338 11.098634739537392 14.505284452438355 47.050690896922141 0.090733630840594964 9.3674586588365063 19.832667216521042 1.731560489663166 2.5545790973786384 0.58734011796315511 0.067144819205609441 0.91499071502685558 12.92019489176133 2.5150208251805681 0.29970929100799065 10.070633692932129 0.34883889810384083 6.4475745364781973 0.01578825710967862 5.5541337800637267 0.72401872889405283 3.51633901323591 6.3285922957303233 0.99780861193719117 -2.2503556187947593 -2.828925588130951 7.1934883018161946 5.2520390014648433 0.87751137439423588 1.368122640430421 2.3070233516455438 -1.7220182430382931 0.37028486688034734 3.6550529895290254 1.9266706301223846 0.094808167985269448 4.010134230477469 -0.045049667314969608 -2.7693550596566037 0.35965712689461476 5.0024642381213962 2.0188102231706893 2.6858914251327515 11.810187629552988 0.178015459117638 0.17716365577637092 -1.9190323941460972 0.23276269285919859 -0.14472863749416681 -0.02939357195444918 -0.019330963245214654 0.67652644157409669 0.49071731703141153 0.6401187953543156 0.54254042596528029 leaf_weight=9471 31 24 29 26 27 26 387 31 75 749 20 34 304 96 25 1296 37 7703 39 311 21 57 46 27 20 23 20 725 412 321 33 1413 31 124 492 35 304090 29 1560 21 21 25 26 1470 5447 29 5070 1865 5106 12642 187 850 94 33 leaf_count=9471 31 24 29 26 27 26 387 31 75 749 20 34 304 96 25 1296 37 7703 39 311 21 57 46 27 20 23 20 725 412 321 33 1413 31 124 492 35 304090 29 1560 21 21 25 26 1470 5447 29 5070 1865 5106 12642 187 850 94 33 internal_value=0 11.5498 32.3131 -0.00403765 1.87423 6.76014 -0.0124492 3.02513 1.49338 0.537813 3.91362 8.47382 1.04794 1.15907 2.36487 0.902643 2.09372 -0.0244653 1.84457 1.60933 7.07846 2.63513 3.94785 3.80004 5.52845 2.07163 1.21156 0.172836 0.591247 1.84491 0.349459 0.220615 0.558308 0.495849 0.23889 1.53671 -0.0332875 -0.0634005 0.533902 0.980486 -0.382596 0.10696 0.0631038 0.380179 -0.0405166 0.316081 0.101912 0.0724152 0.0773623 0.0416814 -0.0446062 0.290492 -0.106525 0.343439 internal_weight=0 195 53 362911 1618 117 361293 91 1501 7721 216 54 1285 2595 463 2132 424 353572 654 615 46 162 103 142 71 71 40 15133 1708 417 64 5126 1568 1537 631 110 338439 521 2335 746 48 12798 23609 1496 314830 1589 12773 3558 10553 22113 304277 1599 1959 59 internal_count=363106 195 53 362911 1618 117 361293 91 1501 7721 216 54 1285 2595 463 2132 424 353572 654 615 46 162 103 142 71 71 40 15133 1708 417 64 5126 1568 1537 631 110 338439 521 2335 746 48 12798 23609 1496 314830 1589 12773 3558 10553 22113 304277 1599 1959 59 cat_boundaries=0 7 13 14 15 22 25 31 38 39 cat_threshold=1048576 1024 80 0 0 0 132 3196416 142606848 67109136 4194304 16448 16384 6 6 3230662656 98308 268501057 1148191024 8431616 2227193920 2 137396224 1073741920 256 134545408 1073841188 34080256 1108673057 8393984 130 151028356 134480896 169349912 262144 4211968 258 128 1047 is_linear=0 shrinkage=0.01 Tree=134 num_leaves=49 num_cat=13 split_feature=3 7 8 3 5 20 8 11 25 24 14 13 9 11 8 7 25 26 24 25 7 7 26 3 13 5 3 7 7 3 24 3 24 10 11 25 25 26 25 25 11 8 25 8 25 5 3 10 split_gain=1.87202e+08 1.99497e+08 1.84623e+08 4.28364e+07 2.8992e+07 1.92987e+07 1.40407e+07 9.97778e+06 9.26674e+06 1.0272e+07 8.37927e+06 9.30468e+06 7.88057e+06 4.47526e+07 6.33433e+06 8.98165e+06 5.91377e+06 5.8884e+06 1.02766e+07 8.62429e+06 5.87213e+06 5.47011e+06 5.19833e+06 3.70029e+06 4.11162e+06 3.6835e+06 3.35543e+06 3.35239e+06 3.31505e+06 4.22934e+06 2.8364e+06 3.22737e+06 2.62958e+06 2.41809e+06 2.35152e+06 1.81744e+06 1.68033e+06 2.20906e+06 1.57385e+06 1.04462e+06 1.67482e+06 944259 924945 2.11229e+06 752833 438401 402109 5833.98 threshold=2725.8677800000005 2822.9627650000007 2971.7767500000004 411.39420000000001 11.876000000000003 1648.7037500000004 1148.5039000000004 76.71250000000002 0 1 1929.7000000000003 45.451000000000008 375.64974000000007 85.33120000000001 1581.7937000000002 115.50250000000001 2 2022.5000000000002 3 4 485.08750000000003 762.97500000000002 2022.5000000000002 50.002500000000012 1063.1169900000002 584.10300000000018 35.913000000000004 1538.3385000000001 485.08750000000003 318.67100000000011 5 228.9785 6 1935.1350000000002 382.05000000000001 7 8 2022.5000000000002 9 10 12.330000000000002 487.53114000000005 11 279.82900000000001 12 6.4940000000000007 991.56000000000017 3056.7500000000005 decision_type=2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 1 9 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 9 9 2 9 9 2 2 9 2 9 2 2 2 left_child=3 4 -3 7 22 6 8 16 9 20 11 21 23 -14 15 -6 17 18 19 -1 -5 -8 -2 42 34 -20 33 -13 38 -30 44 -32 -11 35 -25 -18 37 -10 -28 40 -19 -41 43 -9 -15 -44 -38 -35 right_child=1 2 -4 5 14 -7 10 12 36 32 -12 27 13 30 -16 -17 26 39 25 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31 31 -33 -34 47 -36 -37 46 -39 -40 41 -42 -43 45 -45 -46 -47 -48 -49 leaf_value=2.3896600023199461 7.3829355673356485 6.7803371658325196 48.323394284455674 1.8281963800802705 -1.4793529188632966 9.7511248632577754 2.365036201477051 0.28011707752903087 1.2664172302261587 -0.84982344816538913 9.2712977202042293 1.8057584606189476 16.076379281997681 -0.229041326307837 -4.2414820371355333 6.2759673322950098 0.018090713281659204 0.20425757753008258 0.080707441975408772 0.68979643202232144 3.9961671780920649 7.3193652860934915 13.658389093659141 0.39176267143997467 4.7158371241887407 2.293199196233378 0.18823423759623781 -2.4813553762435911 0.76519761298278088 4.6793820491433147 1.0910743841090293 3.4657163486741998 0.79318157679982992 2.0150494825272331 1.2918968000121565 -0.045254680194233607 0.054827701186930596 0.18087276059015783 -0.022322860316702484 -0.14467474577587941 3.0013584425232627 0.90423821384256542 -0.02313597208890103 2.3836585210358687 0.65901345530967548 0.19133229005457758 -0.54926822850493351 2.2323682063420613 leaf_weight=384 33 20 23 662 32 26 39 746 315 111 23 76 20 163 21 28 54296 794 3308 1369 154 52 22 1632 24 77 8506 24 201 32 265 73 544 21 353 273105 440 463 6091 3472 22 88 3148 51 213 1367 147 30 leaf_count=384 33 20 23 662 32 26 39 746 315 111 23 76 20 163 21 28 54296 794 3308 1369 154 52 22 1632 24 77 8506 24 201 32 265 73 544 21 353 273105 440 463 6091 3472 22 88 3148 51 213 1367 147 30 internal_value=0 10.2262 29.001 -0.00289709 4.28999 1.17218 1.09904 -0.0129416 0.912665 1.46001 3.56901 2.88235 0.33505 1.32288 0.485391 2.1398 -0.0209095 0.224883 0.454712 1.0736 2.21026 5.19608 9.89312 0.23601 0.601581 0.13065 -0.0277472 0.776851 0.119377 1.30277 0.909619 1.55785 0.506156 -0.0344112 0.551837 -0.0347503 0.309853 0.61252 0.100487 -0.0444532 0.276284 -0.118414 0.097751 0.409584 0.278072 0.0417059 -0.0948379 2.14288 internal_weight=0 179 43 362927 136 3076 3050 359851 2836 1471 214 191 8055 734 81 60 351796 9514 5138 1753 816 91 55 7321 2009 3385 342282 100 14830 233 714 338 655 327452 1985 327401 1365 778 14597 4376 816 3560 5312 797 376 4515 587 51 internal_count=363106 179 43 362927 136 3076 3050 359851 2836 1471 214 191 8055 734 81 60 351796 9514 5138 1753 816 91 55 7321 2009 3385 342282 100 14830 233 714 338 655 327452 1985 327401 1365 778 14597 4376 816 3560 5312 797 376 4515 587 51 cat_boundaries=0 7 8 14 15 16 17 18 25 30 36 42 48 55 cat_threshold=3180032 142607360 134742352 65536 8404992 16384 132 2420 1048576 4 0 1077936160 34945 2218805248 15 1048576 732 128 3229646852 98368 268505409 2218066192 546316800 8519746 2 134299648 1074102784 67112961 1075052544 4199424 134579872 1083474976 135270736 2248147457 4260160 258 0 0 0 4194304 34944 4196352 76546080 32832 524304 71565313 8406272 256 33280 0 0 1073741824 0 0 132 is_linear=0 shrinkage=0.01 Tree=135 num_leaves=58 num_cat=17 split_feature=3 4 8 1 2 22 25 24 3 2 7 9 1 25 1 2 25 10 6 3 13 24 1 25 24 25 4 2 10 9 2 1 24 8 3 1 7 6 7 25 24 7 24 26 25 8 5 2 24 2 8 4 25 9 1 25 25 split_gain=2.04854e+08 3.03071e+08 1.17018e+08 4.79278e+07 2.55148e+07 2.3947e+07 9.47011e+06 1.19199e+07 2.37466e+07 8.49742e+06 8.23351e+06 1.94254e+07 7.19123e+06 6.73211e+06 1.89584e+07 6.69214e+06 5.74886e+06 5.30566e+06 4.76959e+06 4.04641e+06 3.90269e+06 3.81785e+06 3.60354e+06 3.47983e+06 3.56992e+06 3.36465e+06 3.1724e+06 3.15792e+06 3.13468e+06 3.09457e+06 1.57093e+07 3.32442e+07 3.05019e+06 2.97316e+06 2.80807e+06 2.5821e+06 4.46697e+06 2.18822e+06 2.15168e+06 2.12752e+06 1.94524e+06 1.71793e+06 1.71657e+06 2.63052e+06 1.70836e+06 1.35261e+06 1.30368e+06 2.06973e+06 1.21967e+06 1.2046e+06 1.15693e+06 1.13277e+06 967626 865729 818267 795122 465151 threshold=2725.8677800000005 2693.9010000000007 2971.7767500000004 270.00500000000005 967.39580000000012 198.21100000000004 0 1 22.556750000000005 50.915500000000009 712.24900000000014 522.00500000000011 585.22500000000014 2 1461.4925000000003 354.40600000000001 3 48.419250000000005 652.29725000000008 216.01200000000003 942.81900000000007 4 1461.4925000000003 5 6 7 431.10050000000007 1827.1555000000001 767.74042000000009 375.64974000000007 27.046500000000005 27.234500000000004 8 912.87025000000017 267.43912000000006 90.759350000000012 227.67125000000004 652.29725000000008 762.97500000000002 9 10 227.67125000000004 11 2022.5000000000002 12 28.695750000000004 26.307400000000005 104.01000000000001 13 258.87100000000004 140.29100000000003 191.94000000000003 14 265.57100000000008 1892.2623000000001 15 16 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 9 2 2 2 2 1 2 9 1 9 2 2 2 2 2 2 1 2 2 2 2 2 2 9 1 2 1 2 9 2 2 2 1 2 2 2 9 2 2 9 9 left_child=3 10 -3 9 6 13 7 8 12 29 46 -12 -5 14 17 23 19 -6 25 27 32 22 -17 24 -8 -15 44 48 38 39 35 -32 -21 -23 -20 40 -37 49 -28 42 -31 -10 43 -1 50 55 47 -2 -11 -9 -18 -47 -44 -39 -25 -41 -46 right_child=1 2 -4 4 5 -7 15 37 41 16 11 -13 -14 18 -16 21 26 -19 34 20 -22 33 -24 54 -26 -27 28 -29 -30 30 31 -33 -34 -35 -36 36 -38 53 -40 45 -42 -43 52 -45 56 51 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 leaf_value=0.30178802186157383 -0.70548822402954103 18.142864727151807 48.727382909601381 7.3518347967587987 5.3398808667466451 12.743647316296896 1.0774467055177825 0.18478137001599662 -0.16037271009172713 1.1220859172540842 13.141144523620605 0.032359463618351868 15.327720479011537 2.0867138826938079 12.097131304576479 1.7630445099952743 0.17415659011982468 0.085949372768402088 -0.075622589691825545 0.059381506495232134 5.4886474830627447 0.23484635751052929 4.9820357700398095 -0.023875553669523351 0.29176698424598091 -0.20087377980777196 0.51751656948526703 3.9290655811016375 4.1047935541744893 1.1829828826417315 -0.68925362396240231 15.955103094100952 2.0187647415022365 2.6374008116174918 3.690879390846256 0.45923100558194252 5.3529826824481663 1.6177811931428454 2.8588986764952193 -0.0094222334335614649 -0.081364093067528689 3.2718378433227535 0.18402852748714105 -0.023555677947723723 0.056507753661809226 0.049970029776394878 -1.2829599327876651 3.4058141624450684 0.23581939053028722 1.7439923542607445 0.55474874626029957 0.57559089506793526 -0.0202895017463963 4.4260831252388337 -1.5157692778737921 -0.052791485900436426 -0.1229729549540738 leaf_weight=5350 24 29 22 26 37 24 936 164 35 184 20 26 20 121 29 410 6332 40 23 127 25 331 38 1130 1555 130 450 26 29 131 30 20 246 61 142 66 26 21 43 51296 884 25 2537 4641 4593 9756 29 25 881 71 914 428 25759 23 38 240817 2094 leaf_count=5350 24 29 22 26 37 24 936 164 35 184 20 26 20 121 29 410 6332 40 23 127 25 331 38 1130 1555 130 450 26 29 131 30 20 246 61 142 66 26 21 43 51296 884 25 2537 4641 4593 9756 29 25 881 71 914 428 25759 23 38 240817 2094 internal_value=0 10.8161 31.3362 -0.00589563 0.926547 2.9767 0.697352 2.1868 4.94728 -0.020051 2.37639 5.73183 10.8196 2.52765 4.75716 0.56378 0.205603 2.61057 1.80188 0.795271 1.66371 1.36998 1.99163 0.380241 0.590116 0.977041 0.144212 0.485752 0.909682 -0.0305789 0.485715 5.96849 1.40734 0.593571 3.16585 0.238074 1.84225 1.00312 0.721734 -0.0323328 0.092671 1.26972 0.0378913 0.150509 0.115637 -0.0412269 0.397536 1.39212 0.40169 0.655862 0.221858 0.0720601 -0.00191194 3.08576 -0.0717985 -0.0451778 0.000204583 internal_weight=0 175 51 363115 5430 546 4884 385 106 357685 124 46 46 522 106 4499 15944 77 416 1489 398 840 448 3659 2491 251 14455 1091 522 341741 1157 50 373 392 165 1107 92 279 493 340584 1015 60 38287 9991 13933 302297 78 49 1065 235 7246 10184 28296 44 1168 292113 6687 internal_count=363290 175 51 363115 5430 546 4884 385 106 357685 124 46 46 522 106 4499 15944 77 416 1489 398 840 448 3659 2491 251 14455 1091 522 341741 1157 50 373 392 165 1107 92 279 493 340584 1015 60 38287 9991 13933 302297 78 49 1065 235 7246 10184 28296 44 1168 292113 6687 cat_boundaries=0 3 4 11 17 18 25 26 31 32 38 39 40 46 47 53 60 67 cat_threshold=9454592 512 67108864 534 1048576 0 272 0 0 0 128 2148564992 262144 0 0 640 18432 1400 203522692 1207992392 135271184 1073807872 541151232 0 132 284 33280 0 0 0 4194304 209 1074823172 98308 4164 2185298464 42995329 2160222400 258 7 203689472 134284356 210240272 1108606977 4195584 2 24 1073741824 65536 0 37748736 2177 12599360 8405248 1075839088 2416971264 1144128513 12304 1073809430 136 81956 1082163368 34754560 67111424 536948801 384 196 is_linear=0 shrinkage=0.01 Tree=136 num_leaves=53 num_cat=11 split_feature=3 2 12 0 25 0 0 2 2 17 24 2 0 2 24 25 7 7 0 5 2 7 7 25 12 1 25 11 1 0 2 5 1 24 20 2 24 2 1 3 25 5 14 2 8 0 24 5 25 8 0 0 split_gain=2.00777e+08 2.57516e+08 2.74982e+08 5.74489e+07 5.38608e+07 8.13084e+07 1.80898e+07 1.3703e+07 1.28655e+07 1.34792e+07 1.2701e+07 1.17908e+07 9.69529e+06 1.77979e+07 7.87508e+06 1.2751e+07 8.82744e+06 6.16347e+06 1.01122e+07 5.07377e+06 4.74926e+06 8.67514e+06 4.1568e+06 4.3641e+06 4.56697e+07 4.11719e+06 3.91963e+06 3.88477e+06 7.26754e+06 2.9799e+06 2.69196e+06 2.42956e+06 2.71045e+06 2.10902e+06 2.058e+06 1.87773e+06 1.87563e+06 2.17079e+06 1.49838e+06 2.19965e+06 1.4748e+06 2.17619e+06 1.75535e+06 1.41901e+06 1.37229e+06 1.36446e+06 1.31639e+06 1.23902e+06 1.23618e+06 1.09971e+06 772311 262150 threshold=2725.8677800000005 2682.0900000000006 85.709000000000017 688.40820000000008 0 1884.2950000000003 86.808500000000024 873.09500000000014 385.09140000000008 1071.2935000000002 1 1468.575 2778.6210000000005 2682.0900000000006 2 3 7.3090000000000002 548.03450000000009 157.50375000000003 16.537500000000005 967.39580000000012 712.24900000000014 28.443000000000001 4 117.19185000000002 678.28840000000002 5 191.17500000000004 678.28840000000002 2778.6210000000005 2682.0900000000006 206.28168000000002 962.58510000000012 6 768.63382000000013 104.01000000000001 7 52.805000000000007 860.12500000000011 104.41300000000003 8 723.78135000000009 77.099000000000018 1827.1555000000001 168.16500000000005 179.43550000000002 9 42.227750000000007 10 1973.6620000000003 65.403650000000013 1117.6621800000003 decision_type=2 2 2 2 9 2 2 2 2 2 1 2 2 2 1 9 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 1 2 2 1 2 2 2 9 2 2 2 2 2 1 2 9 2 2 2 left_child=3 11 -3 6 5 27 22 14 26 17 30 20 13 -12 15 16 -6 33 -19 29 21 35 40 24 44 -17 36 28 51 -16 47 32 -25 -10 -21 -2 45 -38 48 -40 43 49 -43 50 -24 -8 -33 -9 -28 -42 -1 -5 right_child=1 2 -4 4 7 -7 8 10 9 -11 12 -13 -14 -15 19 25 -18 18 -20 34 -22 -23 23 31 -26 -27 38 -29 -30 -31 -32 46 -34 -35 -36 -37 37 -39 39 -41 41 42 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 leaf_value=0.027002277890820929 -1.1174938398599625 10.972108449628276 58.532021545410153 1.1003462930159136 6.7057334490049447 23.315459328026609 0.52049427417767535 3.2045000360012059 1.2633090911785911 8.7331898069381708 4.2598088622237693 8.7730633099873874 -0.85193077087402347 13.313996264648438 -0.31058938309590234 0.5400099461960296 0.84341306763726309 8.2651648094824388 1.862025779510178 0.81326098688884763 -2.7840577810460871 8.1398005981445323 0.23787931053448413 0.061652065595369142 15.91404595708847 3.22650144406219 0.18439356713680277 7.741570055961609 7.5144465164911187 -3.3622944401332306 -2.8198851179039996 0.14804806861256764 2.6686111203432086 0.32774854918409208 3.8851771644923998 2.6284314910225248 0.13671820097880838 0.7139170094246281 -0.2208205441440024 2.9985311675071715 -0.043249430743551365 0.5839147413040684 3.1972733445003114 1.8918414204295091 2.7108639335135623 1.2761862009463292 0.85754207593297194 0.40322240060170494 -0.10006121165167323 1.9386444500514441 0.89448660776453115 -0.46167996713093351 leaf_weight=28474 32 31 20 22 84 29 461 20 519 24 165 27 28 25 373 384 37 28 207 421 22 20 345 13472 20 67 5891 20 21 35 23 474 40 487 23 23 1528 1136 41 44 304427 226 29 41 24 496 620 75 2057 28 103 21 leaf_count=28474 32 31 20 22 84 29 461 20 519 24 165 27 28 25 373 384 37 28 207 421 22 20 345 13472 20 67 5891 20 21 35 23 474 40 487 23 23 1528 1136 41 44 304427 226 29 41 24 496 620 75 2057 28 103 21 internal_value=0 10.7079 29.6231 -0.00583452 1.74099 8.15687 -0.0148916 1.27547 0.352555 1.31039 3.09922 2.92834 4.438 5.45115 0.854101 1.74919 4.53808 1.16684 2.62495 0.229944 1.30145 2.49987 -0.0285199 0.134354 1.16644 0.918741 0.248585 3.89461 2.69243 -0.572378 0.230268 0.105995 0.0693695 0.826224 0.972392 0.448984 0.521303 0.381419 0.124849 1.44567 -0.0358469 -0.0422924 0.88112 0.0327847 0.398724 0.902726 0.55933 0.992965 0.110881 -0.0430672 0.0301289 0.337496 internal_weight=0 175 51 363115 1873 113 361242 1760 12919 1265 336 124 218 190 1424 572 121 1241 235 852 97 75 348323 14995 389 451 11654 84 64 408 118 14606 13512 1006 444 55 3621 2664 8033 85 333328 304710 255 28618 369 957 1094 95 7948 304455 28577 43 internal_count=363290 175 51 363115 1873 113 361242 1760 12919 1265 336 124 218 190 1424 572 121 1241 235 852 97 75 348323 14995 389 451 11654 84 64 408 118 14606 13512 1006 444 55 3621 2664 8033 85 333328 304710 255 28618 369 957 1094 95 7948 304455 28577 43 cat_boundaries=0 1 2 3 10 15 21 22 23 29 30 37 cat_threshold=9437184 652 46 134218240 4 4096 0 4194304 0 132 8388608 134217728 0 262656 8388608 212896768 142869056 67109184 37749248 8388609 64 318 22 3221258240 98308 2147485760 2252603424 579898880 2160224448 2221 328228 1073775916 169349136 1141899296 4265280 130 128 is_linear=0 shrinkage=0.01 Tree=137 num_leaves=52 num_cat=4 split_feature=3 4 9 1 2 22 24 1 2 7 9 1 2 3 13 17 24 2 26 2 2 16 26 9 2 10 1 7 21 20 11 22 24 10 1 7 4 20 24 26 4 4 2 2 2 17 6 10 1 7 7 split_gain=1.96781e+08 2.93874e+08 8.14549e+07 4.62114e+07 2.45304e+07 2.34289e+07 8.48115e+06 1.52121e+07 8.20258e+06 7.77491e+06 1.91655e+07 5.96871e+06 5.75968e+06 5.31979e+06 6.81739e+06 5.31416e+06 5.24682e+06 4.48238e+06 4.24482e+06 9.16439e+06 8.88435e+06 4.19393e+06 3.4404e+06 3.01265e+06 1.53782e+07 3.27993e+07 2.52248e+06 4.35989e+06 2.14342e+06 3.26039e+06 2.08217e+06 1.99132e+06 1.90987e+06 1.86555e+06 1.85927e+06 1.59788e+06 1.55911e+06 1.73917e+06 1.51474e+06 2.17926e+06 1.4713e+06 1.26438e+06 1.34356e+06 1.1782e+06 2.5131e+06 1.17086e+06 1.05995e+06 968155 823336 774419 606032 threshold=2725.8677800000005 2693.9010000000007 2854.0889000000006 270.00500000000005 967.39580000000012 198.21100000000004 0 2781.5828000000006 50.915500000000009 712.24900000000014 522.00500000000011 962.58510000000012 189.07500000000002 185.15700000000004 942.81900000000007 940.75000000000011 1 114.82550000000002 2022.5000000000002 2682.0900000000006 2682.0900000000006 148.25975000000003 2022.5000000000002 375.64974000000007 27.046500000000005 160.67825000000002 90.759350000000012 227.67125000000004 262.78920000000005 416.78805250000005 314.2625000000001 261.27273000000008 2 571.28250000000014 1892.2623000000001 34.658625000000008 43.227050000000006 252.44950000000003 3 2022.5000000000002 134.90551250000004 1292.0010000000002 1468.575 104.01000000000001 1107.4580000000003 60.623900000000013 355.17104999999998 1330.1795 1.8942000000000003 49.522980000000011 462.97950000000009 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 9 -3 8 6 16 7 11 23 43 -11 22 28 35 15 40 30 -13 19 -18 -20 -16 -5 36 26 -26 32 -28 34 -30 46 33 -25 -14 -8 47 38 49 39 -1 -15 42 -37 -2 -45 -39 -6 48 -10 -38 -40 right_child=1 2 -4 4 5 -7 12 -9 13 10 -12 17 31 14 21 -17 18 -19 20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31 -32 -33 -34 -35 -36 41 37 45 50 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 leaf_value=0.048632045071505939 -1.1063188713788987 20.656216913038683 46.541204624176025 1.46626114527589 -1.4588220505184597 12.580751293500263 0.14644513387184291 10.019838260650635 -0.002606628392804477 12.910430213928223 -0.11036702669583834 1.6062219930131261 0.89025578131383698 0.28793110160041585 7.0769903535109302 5.4665984899347482 3.0289701090306047 4.6357463591481434 2.9156319577255472 8.3804862647056577 -2.9767731577555341 1.449953818851047 0.36468004438213841 1.1710282233759022 -0.70895497639973959 15.823666528701784 0.45358667388106838 5.2883279173190774 0.16743864110998208 4.9619654298865274 2.4275711069880304 -1.4597623270750046 -0.081758197229313906 1.9910369334531868 -1.3606181958422943 0.29074605800794012 0.0360461954437944 3.0063782449202101 -0.049042186476912282 -0.052641964453286672 0.82912274116277707 2.5209837615031465 2.8906965279579162 3.6301748561859131 -1.0489736340262674 0.51456725304776973 0.84329641395144994 2.2691356320381164 0.17907618911907194 0.25773550309950677 0.30589639835337884 leaf_weight=44825 32 31 20 607 45 24 2217 20 6522 20 26 123 943 1145 26 22 160 81 174 40 30 27 532 131 30 20 66 26 37 23 37 32 884 184 85 3202 9117 33 243782 40396 895 26 20 24 22 44 36 20 4039 1905 482 leaf_count=44825 32 31 20 607 45 24 2217 20 6522 20 26 123 943 1145 26 22 160 81 174 40 30 27 532 131 30 20 66 26 37 23 37 32 884 184 85 3202 9117 33 243782 40396 895 26 20 24 22 44 36 20 4039 1905 482 internal_value=0 10.6009 30.8072 -0.00577543 0.909819 2.92004 0.685089 1.35287 -0.019675 2.29019 5.55085 1.23387 0.421548 0.20203 0.669107 0.578085 2.47587 2.80912 2.99003 4.09927 2.0491 4.21039 0.951739 -0.0300187 0.479396 5.90409 0.234378 1.81993 0.139431 2.00534 0.42603 1.00013 0.0906632 1.06998 0.0907977 0.130595 -0.0317492 0.0848248 -0.0356761 0.00062661 0.525366 0.324608 0.306885 0.367238 1.39232 1.58249 -0.435658 0.0710397 0.066877 0.0743621 -0.0483398 internal_weight=0 175 51 363115 5430 546 4884 1363 357685 124 46 1343 3521 15944 2115 2062 522 204 404 200 204 53 1139 341741 1157 50 1107 92 2362 60 118 1159 1015 1127 2302 13829 340584 11099 329485 85221 2040 3248 3222 78 46 77 81 10581 10561 11022 244264 internal_count=363290 175 51 363115 5430 546 4884 1363 357685 124 46 1343 3521 15944 2115 2062 522 204 404 200 204 53 1139 341741 1157 50 1107 92 2362 60 118 1159 1015 1127 2302 13829 340584 11099 329485 85221 2040 3248 3222 78 46 77 81 10581 10561 11022 244264 cat_boundaries=0 1 2 3 4 cat_threshold=276 1153 258 7 is_linear=0 shrinkage=0.01 Tree=138 num_leaves=50 num_cat=8 split_feature=3 4 12 0 25 0 0 6 2 2 24 0 2 2 24 25 1 7 9 4 8 4 1 7 25 10 11 1 0 25 4 2 24 1 18 8 25 9 4 2 1 2 6 8 2 2 6 0 4 split_gain=1.92865e+08 2.88026e+08 1.58838e+08 5.5683e+07 5.27239e+07 7.95666e+07 1.74795e+07 1.70911e+07 1.71724e+07 1.31903e+07 1.23909e+07 9.50896e+06 1.73688e+07 8.18289e+06 7.72574e+06 1.24876e+07 8.69277e+06 7.62019e+06 1.87841e+07 6.03329e+06 4.95816e+06 6.34232e+06 4.00683e+06 4.00574e+06 4.27612e+06 4.66839e+07 3.79823e+06 7.08982e+06 3.44653e+06 2.91846e+06 2.71464e+06 2.6326e+06 2.53618e+06 2.33612e+06 1.9555e+06 1.94621e+06 1.43974e+06 1.4522e+06 1.39456e+06 1.38402e+06 1.32966e+06 1.32721e+06 1.25456e+06 1.22645e+06 1.15476e+06 2.46309e+06 987475 753316 299391 threshold=2725.8677800000005 2693.9010000000007 85.709000000000017 688.40820000000008 0 1884.2950000000003 86.808500000000024 1937.6795000000002 581.81775000000005 873.09500000000014 1 2778.6210000000005 2682.0900000000006 174.08000000000001 2 3 12.512445000000001 712.24900000000014 522.00500000000011 52.727500000000006 912.87025000000017 54.400000000000006 678.28840000000002 28.443000000000001 4 220.89625000000004 191.17500000000004 678.28840000000002 2778.6210000000005 5 508.93250000000006 2682.0900000000006 6 214.60600000000002 922.84650000000011 168.16500000000005 7 613.5367500000001 347.81250000000006 1827.1555000000001 860.12500000000011 66.602850000000004 814.10926000000006 1973.6620000000003 104.01000000000001 1107.4580000000003 15.898500000000002 65.403650000000013 21.974500000000003 decision_type=2 2 2 2 9 2 2 2 2 2 1 2 2 2 1 9 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 17 -3 6 5 26 23 13 -9 14 31 12 -12 29 15 16 -6 44 -19 28 30 -22 -17 36 25 35 27 48 -16 32 -15 46 -8 41 -21 -25 39 43 -39 47 -31 -26 -35 -38 -2 -46 -11 -1 -5 right_child=1 2 -4 4 9 -7 7 8 -10 10 11 -13 -14 20 19 22 -18 18 -20 34 21 -23 -24 24 33 -27 -28 -29 -30 40 -32 -33 -34 42 -36 -37 37 38 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 leaf_value=0.026876772781240687 -1.0952556902170181 14.504400057111468 49.970954069054642 1.1839722801390149 8.106208281176432 23.056292234618091 0.8546374778122372 1.0699861896449121 12.786278631036932 2.7689754610476287 4.1902501717769738 -0.87507799693516319 13.134611709594726 0.57603151117462215 -0.35880600835356413 0.53140491744503382 2.6460223066144524 12.781325927734374 -0.10926342890812801 0.88007022853184469 7.7426547813415532 1.75815886425761 3.1816472431083227 0.15506973511337888 0.031746829659905128 15.684973732743945 7.6484600925445561 7.4185655866350446 -3.7241430455988103 0.099719158071994829 1.4726191794310257 -2.8054615186608358 0.14094419911007086 0.5038293333384114 3.5695330323844123 2.9931098871047683 -0.042435832502613562 0.46912524924447885 3.0409938198587168 1.8685775035765113 1.464669251292944 0.30575752166474701 1.9040538588932583 2.1295525033657365 3.5938731861114501 -1.0384837506034159 0.38887781673007538 0.88362655079480523 -0.48532173275947571 leaf_weight=28474 32 28 23 21 49 29 1115 29 22 23 165 28 25 2084 391 384 72 20 26 399 21 113 67 342 11709 21 20 21 33 8140 403 23 920 745 29 26 304408 253 23 41 72 2082 70 26 24 22 72 103 22 leaf_count=28474 32 28 23 21 49 29 1115 29 22 23 165 28 25 2084 391 384 72 20 26 399 21 113 67 342 11709 21 20 21 33 8140 403 23 920 745 29 26 304408 253 23 41 72 2082 70 26 24 22 72 103 22 internal_value=0 10.4949 30.4991 -0.00571738 1.71405 8.06161 -0.0146342 0.346561 6.12407 1.25358 3.0429 4.36515 5.36714 0.323663 0.840184 1.72671 4.4864 2.26729 5.49534 0.222128 0.822275 2.69603 0.905054 -0.0280306 0.131856 1.15348 3.84459 2.65588 -0.620731 0.196127 0.721317 0.212188 0.534252 0.103787 1.0623 0.355583 -0.0352232 -0.0415916 0.683448 0.0325875 0.111551 0.0731137 0.624094 -0.0422503 0.363566 1.3784 0.965112 0.0299648 0.329915 internal_weight=0 175 51 363115 1873 113 361242 12919 51 1760 336 218 190 12868 1424 572 121 124 46 852 2621 134 451 348323 14995 389 84 64 424 10247 2487 118 2035 14606 428 368 333328 304710 276 28618 8212 13791 815 304434 78 46 95 28577 43 internal_count=363290 175 51 363115 1873 113 361242 12919 51 1760 336 218 190 12868 1424 572 121 124 46 852 2621 134 451 348323 14995 389 84 64 424 10247 2487 118 2035 14606 428 368 333328 304710 276 28618 8212 13791 815 304434 78 46 95 28577 43 cat_boundaries=0 1 2 3 10 15 21 22 28 cat_threshold=9437184 652 46 134218240 4 4096 0 4194304 0 132 8388608 134217728 0 262656 8388608 9472000 142868992 67109184 37749248 8388673 64 3102 3221258240 98308 2147485760 2252603424 579898880 2160224448 is_linear=0 shrinkage=0.01 Tree=139 num_leaves=50 num_cat=3 split_feature=3 4 12 0 24 1 4 0 6 2 2 2 0 7 0 1 5 2 18 3 8 4 18 4 7 7 11 7 20 4 24 1 4 0 5 4 24 1 5 10 14 5 2 12 1 1 2 1 6 split_gain=1.89027e+08 2.82294e+08 1.55677e+08 5.45749e+07 1.86634e+07 3.15079e+07 2.26291e+07 1.71324e+07 1.67509e+07 1.68307e+07 1.49299e+07 8.0198e+06 7.67246e+06 7.46855e+06 1.24436e+07 6.48483e+06 6.15579e+06 6.93901e+06 1.21452e+07 5.75208e+06 4.85949e+06 6.21611e+06 4.81778e+06 4.32853e+06 3.92603e+06 3.29478e+06 3.2784e+06 4.59164e+07 3.17963e+06 2.66062e+06 2.56604e+06 2.76853e+06 2.48892e+06 2.17618e+06 2.17513e+06 2.36074e+06 1.62826e+06 1.54771e+06 1.33951e+06 4.50081e+06 1.52989e+06 1.31131e+06 1.92448e+06 1.11963e+06 1.08761e+06 1.17284e+06 981117 660387 569104 threshold=2725.8677800000005 2693.9010000000007 85.709000000000017 688.40820000000008 0 2781.5828000000006 309.63250000000005 86.808500000000024 1937.6795000000002 581.81775000000005 873.09500000000014 174.08000000000001 2778.6210000000005 712.24900000000014 1275.1415000000002 32.44100000000001 3.1832000000000007 1827.1555000000001 250.20000000000002 1118.1025000000002 912.87025000000017 54.400000000000006 8.6850000000000005 862.3225000000001 28.443000000000001 302.8318000000001 78.270000000000024 30.006000000000004 596.80275000000006 508.93250000000006 1 555.56875000000014 64.946749999999994 2778.6210000000005 245.67375000000004 974.87180000000001 2 1256.4300000000001 670.57570000000021 484.16250000000002 120.90075000000002 26.307400000000005 104.01000000000001 2107.0655000000002 43.652000000000008 1256.4300000000001 2682.0900000000006 786.89439000000004 420.87650000000008 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 13 -3 7 5 10 -7 24 11 -10 12 30 22 41 -15 -14 33 28 -19 25 29 -22 -5 -21 38 -12 34 -28 36 -13 31 -9 -32 47 37 -36 -18 -26 44 40 -40 42 -2 -29 46 -46 -1 48 -6 right_child=1 2 -4 4 16 6 -8 8 9 -11 19 20 15 14 -16 -17 17 18 -20 23 21 -23 -24 -25 26 -27 27 43 -30 -31 32 -33 -34 -35 35 -37 -38 -39 39 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 leaf_value=-0.039166284558860141 -0.66524268865585323 14.359356621333532 49.471244354662687 1.2525416458794927 -0.3590612953049796 18.806475982666015 3.9436605762300037 0.40241715676135559 1.0592863183185972 12.658415971235796 5.3347639001740346 0.5702712006116154 2.7726722621917723 10.207262390136718 -0.23446401686895463 9.8075475082397467 1.3376668024853446 9.280922330220541 -0.72844462871551519 11.341370885939826 7.6652282297043577 1.7405772652457245 4.9991814861032697 4.9207738830929717 0.03967923532075348 2.1760683896893362 15.213589382625763 0.38045664529435647 3.7378577033451625 1.4578929964188607 -0.0062698740048536131 2.1774140923232825 0.40753871923023349 -3.6971117364792598 0.54248449749266825 3.7476055375734969 0.097152696363496285 2.8237519159317013 0.093613496808530067 4.315285481420057 2.509422104528972 -1.3254780006408691 3.2991694091796875 -1.4767326654087414 0.074197240397399125 -0.73079366862449957 1.8328101525987899 -2.109151918768883 1.3972520542144775 leaf_weight=321583 24 28 23 736 238 20 21 2557 29 22 72 2084 38 25 21 20 171 27 22 21 21 113 36 21 12369 61 21 1987 35 403 5641 91 1958 21 541 24 273 20 411 29 28 29 25 33 11065 184 28 20 20 leaf_count=321583 24 28 23 736 238 20 21 2557 29 22 72 2084 38 25 21 20 171 27 22 21 21 113 36 21 12369 61 21 1987 35 403 5641 91 1958 21 541 24 273 20 411 29 28 29 25 33 11065 184 28 20 20 internal_value=0 10.3899 30.1941 -0.00565993 1.69691 2.57637 11.1938 -0.0144876 0.343103 6.06283 2.25045 0.320434 1.69079 2.24462 5.44039 5.19849 0.546789 1.20264 4.78692 4.90485 0.814052 2.66907 1.42726 8.13107 -0.0277503 3.88604 0.130538 0.503048 0.835985 0.714104 0.194176 0.461672 0.100222 -0.59309 0.0718461 0.678631 0.607234 0.0441737 -0.034871 0.499748 0.247697 0.35993 1.35742 0.350116 -0.0356227 0.06103 -0.0390033 -0.358614 -0.222913 internal_weight=0 175 51 363115 1873 1046 41 361242 12919 51 1005 12868 830 124 46 58 827 528 49 175 2621 134 772 42 348323 133 14995 2041 479 2487 10247 2648 7599 299 12954 565 444 12389 333328 468 439 78 49 2020 332860 11249 321611 278 258 internal_count=363290 175 51 363115 1873 1046 41 361242 12919 51 1005 12868 830 124 46 58 827 528 49 175 2621 134 772 42 348323 133 14995 2041 479 2487 10247 2648 7599 299 12954 565 444 12389 333328 468 439 78 49 2020 332860 11249 321611 278 258 cat_boundaries=0 1 2 3 cat_threshold=2110 22 576 is_linear=0 shrinkage=0.01 Tree=140 num_leaves=55 num_cat=9 split_feature=0 3 1 1 0 26 3 11 10 25 1 8 0 25 5 6 25 13 8 10 25 9 8 3 6 3 3 0 23 0 1 9 3 11 1 3 15 13 19 3 3 1 11 25 25 16 25 26 25 25 17 3 0 13 split_gain=1.13366e+08 1.61532e+08 1.59253e+08 4.47273e+07 2.46869e+07 1.4961e+07 1.51817e+07 1.22574e+07 1.51175e+07 1.36714e+07 1.39488e+07 2.71656e+07 1.16204e+07 9.64316e+06 7.2313e+06 6.73294e+06 5.69165e+06 5.59172e+06 5.37658e+06 4.47853e+06 1.02944e+07 7.24193e+07 4.26092e+06 5.24717e+06 3.80212e+06 2.81401e+06 7.18119e+06 3.51878e+06 2.78325e+06 5.87788e+06 2.63772e+06 5.08412e+06 2.54658e+06 2.43545e+06 2.28716e+06 2.23765e+06 2.23459e+06 2.0254e+06 1.87567e+06 1.74658e+06 2.70584e+06 3.27638e+06 1.75535e+06 1.72706e+06 1.62601e+06 2.41738e+06 1.18157e+06 1.0884e+06 1.01111e+06 876516 680701 591576 565340 375320 threshold=2778.6210000000005 2725.8677800000005 2781.5828000000006 402.26250000000005 887.79240000000016 2022.5000000000002 104.41300000000003 1413.4285000000002 1058.8682400000002 0 860.12500000000011 439.63100000000003 161.48350000000002 1 1561.8224400000001 1937.6795000000002 2 1175.575 1350.3896175000002 79.660200000000017 3 168.27750000000003 1148.5039000000004 411.39420000000001 1136.6981000000003 104.41300000000003 119.71400000000001 747.41500000000008 8.5912500000000005 428.67780000000005 1461.4925000000003 172.50900000000004 258.76800000000009 219.41800000000003 56.702905000000008 30.592500000000005 489.64450000000005 1063.1169900000002 575.81500000000017 70.728500000000011 104.41300000000003 585.22500000000014 1085.4300000000001 4 5 419.26300000000009 6 2022.5000000000002 7 8 563.90000000000009 37.715000000000011 448.25000000000006 379.24000000000007 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 9 2 9 9 2 2 2 2 left_child=3 5 -3 12 13 6 -2 9 -9 10 -6 -12 19 15 18 25 17 22 -11 35 21 51 34 -24 -10 27 -27 -5 33 -30 31 -7 48 38 -14 43 -34 -35 -18 49 41 -41 -42 47 45 -37 -45 -1 -22 53 -46 -21 -51 -15 right_child=1 2 -4 4 7 30 -8 8 24 14 11 -13 16 39 -16 -17 28 -19 -20 20 32 -23 23 -25 -26 26 -28 -29 29 -31 -32 -33 36 37 -36 44 -38 -39 -40 40 42 -43 -44 46 50 -47 -48 -49 -50 52 -52 -53 -54 -55 leaf_value=0.11387466230831844 8.9502977037429812 0.24754619693756105 36.008516436490147 0.62263840110098845 1.2410176802904178 -2.6463975940901658 -0.46904609952654158 13.498628981908162 6.5583562978108727 1.4726908069762317 13.305418969048395 0.13128475387891134 0.38723266006537432 0.34499101065672366 -3.0856542992591858 5.6341851859622532 0.13706920302229983 5.5995844802856451 5.9310577036539716 -0.047578020074911284 0.23171257018298133 20.626252048492432 0.43283786392211915 7.6765748739242552 0.54082754793621246 7.0417362074057257 1.4858579862102061 4.7854704747881209 -0.27397476459371634 6.772866325378418 -4.1561450558617006 3.8143691943940663 1.1179760605643778 0.74695932484996164 1.162008533636395 0.17163176876188307 -0.95885701605829143 3.7291236003239949 3.2052021369934085 0.28019744312018158 0.65394329041575694 5.935614809308734 -1.9310386746270316 -0.0033505441347160738 -0.019310561907845067 2.3556771848715989 -0.051774718160106953 -0.023902305768181881 -0.019324636976750666 -0.12094472654311501 1.7420555275136775 1.7788818155016219 -1.2536085312417213 1.7261255250658309 leaf_weight=12029 44 20 33 614 39 29 28 24 21 275 45 24 817 312 32 36 5343 25 30 114 3371 20 20 20 21 24 759 21 29 20 21 21 425 446 714 8035 59 24 20 20 425 21 28 63654 8188 51 241980 10956 3058 706 22 21 47 21 leaf_count=12029 44 20 33 614 39 29 28 24 21 275 45 24 817 312 32 36 5343 25 30 114 3371 20 20 20 21 24 759 21 29 20 21 21 425 446 714 8035 59 24 20 20 425 21 28 63654 8188 51 241980 10956 3058 706 22 21 47 21 internal_value=0 7.60198 22.5138 -0.00531488 1.11244 2.07522 5.28722 3.14584 7.16742 2.54938 5.51097 8.72311 -0.0163382 0.769967 1.39533 1.35409 0.373742 0.901757 1.91122 -0.0246256 0.224555 2.69368 0.832738 4.05471 3.54959 1.25498 1.65615 0.760307 0.228551 2.60229 -1.18201 0.0671245 0.165058 0.209002 0.748559 -0.0297318 0.864808 0.89924 0.148511 0.222445 0.716819 3.17687 0.494165 -0.0354038 0.0846472 0.185178 -0.0416899 0.0481811 0.112635 -0.000387428 -0.014573 0.236538 -0.189131 0.419492 internal_weight=0 196 53 363006 3545 143 72 511 66 445 108 69 359461 3034 337 1454 7478 1596 305 351983 7068 155 1571 40 42 1418 783 635 5882 49 71 50 6913 5833 1531 344915 484 470 5363 1580 494 41 453 328619 16296 8086 305634 22985 6429 1086 8210 135 753 333 internal_count=363202 196 53 363006 3545 143 72 511 66 445 108 69 359461 3034 337 1454 7478 1596 305 351983 7068 155 1571 40 42 1418 783 635 5882 49 71 50 6913 5833 1531 344915 484 470 5363 1580 494 41 453 328619 16296 8086 305634 22985 6429 1086 8210 135 753 333 cat_boundaries=0 7 12 18 20 27 33 40 46 51 cat_threshold=1048576 0 4112 1073741824 0 0 4 1098752 1082131008 135270736 65536 4210688 70288384 134217728 67108880 65536 16960 16384 8388608 262144 3222274048 360516 268435473 1110900768 34960 2491565184 2 137725472 1074102276 529173 100680192 12588289 256 536920196 1090519072 2156926656 2214618112 546321409 65602 128 138184228 1073808488 8913728 34865153 4224256 2 2097152 295936 512 1140850688 8393728 is_linear=0 shrinkage=0.01 Tree=141 num_leaves=50 num_cat=8 split_feature=0 3 4 1 0 26 3 11 10 25 1 6 0 25 4 5 6 10 13 9 10 25 9 25 23 6 4 4 4 0 3 3 15 4 25 25 3 3 18 3 15 25 19 26 25 3 1 6 4 split_gain=1.1111e+08 1.58317e+08 1.79718e+08 4.38372e+07 2.41957e+07 1.46633e+07 1.48796e+07 1.20135e+07 1.48166e+07 1.33993e+07 1.36712e+07 1.80691e+07 1.13892e+07 9.45126e+06 9.0234e+06 7.0874e+06 6.01446e+06 5.59145e+06 5.68677e+06 4.94222e+06 4.38951e+06 1.00895e+07 7.09782e+07 4.19761e+06 5.84191e+06 3.72646e+06 3.15674e+06 2.77022e+06 3.83871e+06 2.74721e+06 2.49588e+06 2.19313e+06 2.19301e+06 1.78445e+06 1.71419e+06 1.69269e+06 1.60654e+06 3.06412e+06 1.50686e+06 1.448e+06 1.17023e+06 1.15805e+06 1.12281e+06 1.06675e+06 991050 579804 570811 547440 208123 threshold=2778.6210000000005 2725.8677800000005 2693.9010000000007 402.26250000000005 887.79240000000016 2022.5000000000002 104.41300000000003 1413.4285000000002 1058.8682400000002 0 860.12500000000011 57.142000000000003 161.48350000000002 1 1888.1190000000004 1561.8224400000001 1937.6795000000002 1935.1350000000002 1063.1169900000002 613.5367500000001 79.660200000000017 2 168.27750000000003 3 8.5912500000000005 1136.6981000000003 974.87180000000001 1522.8167500000002 116.58780000000002 114.18420000000002 258.76800000000009 30.592500000000005 434.53164150000009 680.56950000000018 4 5 70.728500000000011 104.41300000000003 621.40117000000009 888.08100000000013 59.434900000000006 6 518.5485000000001 2022.5000000000002 7 37.715000000000011 2781.5828000000006 420.87650000000008 588.42000000000019 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 9 2 2 9 2 2 2 2 left_child=3 5 -3 12 13 6 -2 9 -9 10 -6 -12 20 14 16 26 29 18 23 40 31 22 45 24 -14 -10 -11 28 -7 -5 44 35 -32 38 47 43 46 -38 -33 -35 -20 -37 -25 -1 -23 -22 -36 48 -15 right_child=1 2 -4 4 7 27 -8 8 25 15 11 -13 17 34 -16 -17 -18 -19 19 -21 21 30 -24 42 -26 -27 -28 -29 -30 -31 32 33 -34 39 36 41 37 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 leaf_value=0.11273591802018121 8.8607948723706329 -1.3650892877578735 36.624286505959248 0.60908744149235683 1.2286074931804951 -2.1368727656333677 -0.46435563291822163 13.363642968535423 6.4927727027166453 1.2751937144647265 14.301592025756836 4.0138521663766156 0.53407049157987463 -0.36375906012488196 6.6871070197320748 -3.054797728061676 5.8223517363412043 4.9125053476404261 3.4038288631439206 7.3832418594360352 -0.047102237396072923 0.22940229789471528 20.419989381551744 0.072571380065102317 5.5896332417363706 0.53541928677331829 3.5698084321836148 -4.3244526138305659 3.4824256744384763 1.5113551487920769 1.1329479374699205 0.069624963829427053 -0.78084077657546314 0.65853203298127072 0.17607130264429879 -0.003317044253129944 3.7222558762516291 0.63792745796945138 2.4340073634960033 3.0484886002540588 0.30124014639085339 -0.051256990837456551 2.2426074425379436 -0.023663282865204815 -0.019132021221658885 1.7610930079505556 -1.4226823176508365 -1.8937361742102581 0.66546234675816129 leaf_weight=12029 44 20 33 572 39 31 28 24 21 223 31 38 3672 305 31 32 28 27 20 20 114 3371 20 3661 23 21 82 20 20 823 414 16115 70 122 769 63654 35 404 27 32 31 241980 24 10956 3058 21 23 23 21 leaf_count=12029 44 20 33 572 39 31 28 24 21 223 31 38 3672 305 31 32 28 27 20 20 114 3371 20 3661 23 21 82 20 20 823 414 16115 70 122 769 63654 35 404 27 32 31 241980 24 10956 3058 21 23 23 21 internal_value=0 7.52596 22.2887 -0.00526169 1.10132 2.05447 5.23435 3.11438 7.09575 2.52389 5.45586 8.63588 -0.0161748 0.762268 1.34055 1.38138 1.2335 0.370004 0.353544 3.17014 -0.0243793 0.222313 2.66675 0.326446 0.564013 3.5141 1.89211 -1.17019 0.0667737 1.14139 0.163411 -0.0294345 0.85616 0.0838008 0.220221 -0.0350497 0.39539 0.883831 0.0735798 1.15515 1.51794 -0.041273 0.0864699 0.0476993 0.111512 0.234173 0.129643 -0.391442 -0.29746 internal_weight=0 196 53 363006 3545 143 72 511 66 445 108 69 359461 3034 1454 337 1423 7478 7451 71 351983 7068 155 7380 3695 42 305 71 51 1395 6913 344915 484 16296 1580 328619 1231 439 16142 154 51 305634 3685 22985 6429 135 792 349 326 internal_count=363202 196 53 363006 3545 143 72 511 66 445 108 69 359461 3034 1454 337 1423 7478 7451 71 351983 7068 155 7380 3695 42 305 71 51 1395 6913 344915 484 16296 1580 328619 1231 439 16142 154 51 305634 3685 22985 6429 135 792 349 326 cat_boundaries=0 7 12 14 21 27 34 41 47 cat_threshold=1048576 0 4112 1073741824 0 0 4 1098752 1082131008 135270736 65536 4210688 8388608 262144 212960800 142608160 68682000 33619968 12599872 16514 128 2156199936 65572 1 2188378144 2048 16386 3222274048 360516 268435473 1110900768 34960 2491565184 2 536920196 1090519072 2156926656 2214618112 546321409 65602 128 138184228 1073808488 8913728 34865153 4224256 2 is_linear=0 shrinkage=0.01 Tree=142 num_leaves=58 num_cat=5 split_feature=2 1 4 1 0 3 0 24 16 5 2 4 8 0 24 1 0 4 3 24 0 19 11 0 3 23 1 7 7 12 11 7 12 4 26 18 24 0 26 4 3 7 26 18 4 26 4 1 0 24 26 11 2 1 5 0 8 split_gain=1.21882e+08 1.74686e+08 1.44556e+08 4.00692e+07 1.93413e+07 9.28304e+06 9.0689e+06 8.61664e+06 1.04918e+07 7.33547e+06 6.69861e+06 6.76542e+06 6.62865e+06 1.22174e+07 6.37336e+06 8.37769e+06 1.36273e+07 8.16139e+06 5.88464e+06 5.16866e+06 3.25471e+07 5.42474e+06 5.6175e+06 5.06475e+06 4.86634e+06 4.52513e+06 4.36018e+06 4.06502e+06 6.90445e+06 4.01644e+07 3.71798e+06 6.88717e+06 3.16932e+06 2.98676e+06 3.01587e+06 2.98125e+06 2.77915e+06 3.69486e+06 2.52844e+06 2.5197e+06 2.9492e+06 2.4975e+06 2.30716e+06 1.95069e+06 1.8679e+06 1.84359e+06 1.36106e+06 1.11722e+06 1.03433e+06 1.27377e+06 1.79165e+06 799094 1.30489e+06 801464 697828 499213 4932.23 threshold=2682.0900000000006 2781.5828000000006 2693.9010000000007 263.08925000000005 887.79240000000016 92.623500000000021 161.48350000000002 0 635.52750000000003 584.10300000000018 873.09500000000014 2693.9010000000007 25.728847500000004 887.79240000000016 1 1098.6214000000002 149.25200000000004 2693.9010000000007 52.915692000000007 2 1884.2950000000003 729.71800000000019 182.83984000000004 2778.6210000000005 1493.1141200000004 8.5912500000000005 2781.5828000000006 28.915000000000003 29.384150000000005 29.405000000000005 195.48207000000005 420.97500000000008 1017.6685000000001 727.60250000000008 2022.5000000000002 1022.0625000000001 3 747.41500000000008 2022.5000000000002 106.484285 1493.1141200000004 1131.6606400000003 2022.5000000000002 761.11275000000012 1292.0010000000002 2022.5000000000002 862.3225000000001 1892.2623000000001 8.9635000000000016 4 2022.5000000000002 494.63774999999993 35.562800000000003 53.904000000000003 670.57570000000021 747.41500000000008 13.191900000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=3 12 -3 6 5 36 27 26 10 -10 18 -12 13 42 15 24 -17 35 -9 20 33 23 -23 25 -7 -21 30 48 29 56 31 -6 55 34 -8 -16 37 45 -25 43 -41 -11 -2 -30 47 -5 -32 -38 49 50 -1 53 -53 -50 -51 -14 -29 right_child=1 2 -4 4 7 14 19 8 9 41 11 -13 32 -15 17 16 -18 -19 -20 21 -22 22 -24 38 -26 -27 -28 28 39 -31 46 -33 -34 -35 -36 -37 44 -39 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 51 54 -52 52 -54 -55 -56 -57 -58 leaf_value=0.10096331832028466 2.9217129923502605 3.9604608281453451 36.215207764596649 1.1464498252028037 0.6116172825121412 1.325154979317317 1.0517182155146318 3.7438434255900592 12.023630511283875 2.3385107421875002 5.3744936821357063 -0.92709754943847655 -1.1766692714691163 9.8708749704775602 0.6837162549145398 10.116292468655494 2.2025949227156705 7.0461440162658686 0.61053086666173717 0.18352117179141561 11.212007282892863 7.1195306114528494 0.39424508412679038 -5.4478498773989479 6.1139072686975657 3.6463274027171888 -3.7934527449174364 -0.10613882441519139 0.055748266045603567 15.458137934684753 -2.0925158451625281 7.5354965171813966 2.4315662175958805 4.3240330678766421 0.055299866213064597 -2.5622836123252739 0.10782994471650986 4.8280972736532037 -0.85362031059265142 0.39397285938471599 3.7829988591487593 7.1598279660088684 -1.3418109807101164 2.0346454469680784 2.9968727393583818 0.18743829777270932 0.99937876929839453 -1.223017165844257 0.0054693883386401788 -0.044892069261396397 -0.06103306185462503 -0.0058309058604701872 3.270411681175232 0.18075355633861243 0.3950530586282302 -3.4109758071899416 0.056049977684020993 leaf_weight=14945 30 24 33 407 51 599 680 92 20 22 115 20 20 23 1163 31 73 20 172 5466 30 23 27 23 22 38 22 75 13315 20 35 20 22 22 549 29 2134 22 25 2071 26 21 22 50 22 395 24 65 22306 281761 12569 31 20 2954 361 20 25 leaf_count=14945 30 24 33 407 51 599 680 92 20 22 115 20 20 23 1163 31 73 20 172 5466 30 23 27 23 22 38 22 75 13315 20 35 20 22 22 549 29 2134 22 25 2071 26 21 22 50 22 395 24 65 22306 281761 12569 31 20 2954 361 20 25 internal_value=0 7.92297 22.6343 -0.00542034 0.834219 0.627831 -0.0185666 2.50886 3.15942 7.02026 2.629 4.44092 1.80221 3.80216 1.16905 1.90839 4.56149 0.70522 1.70244 0.340906 0.911709 0.208382 3.48788 0.179223 1.4948 0.207429 0.303664 -0.0256252 0.132262 2.5217 1.02038 2.56201 -0.617072 0.671988 0.606614 0.604745 0.283549 0.775613 -3.05502 0.113717 0.435992 4.69311 1.11791 0.0631515 0.0970615 0.674119 -0.834796 0.0684916 -0.0329702 -0.0379944 0.02695 0.0284925 1.27897 0.0259678 -0.0443275 -2.29382 -0.0655916 internal_weight=0 194 57 363008 5596 4982 357412 614 462 63 399 135 137 75 1937 725 104 1212 264 6883 1281 5602 50 5552 621 5504 152 350529 15582 120 130 71 62 1251 1229 1192 3045 824 48 15462 2097 43 52 13365 2221 802 59 2199 334947 309636 27514 25311 51 25260 282122 40 100 internal_count=363202 194 57 363008 5596 4982 357412 614 462 63 399 135 137 75 1937 725 104 1212 264 6883 1281 5602 50 5552 621 5504 152 350529 15582 120 130 71 62 1251 1229 1192 3045 824 48 15462 2097 43 52 13365 2221 802 59 2199 334947 309636 27514 25311 51 25260 282122 40 100 cat_boundaries=0 1 2 3 4 5 cat_threshold=1153 305 6 14 1 is_linear=0 shrinkage=0.01 Tree=143 num_leaves=56 num_cat=6 split_feature=2 1 0 1 0 0 2 24 16 9 0 5 2 4 7 24 0 7 7 12 0 23 13 6 1 0 11 7 1 6 24 4 26 7 0 26 26 7 24 8 24 26 1 13 12 10 4 0 2 24 1 14 6 10 8 split_gain=1.19457e+08 1.7121e+08 1.42113e+08 3.92718e+07 1.89564e+07 8.9185e+06 8.82292e+06 8.44517e+06 1.0283e+07 7.7893e+06 1.30243e+07 7.18949e+06 6.5653e+06 6.63078e+06 5.43754e+06 5.28754e+06 3.04592e+07 4.8815e+06 6.62064e+06 3.95072e+07 4.8369e+06 5.58428e+06 4.91274e+06 4.7291e+06 4.27341e+06 3.99754e+06 3.644e+06 6.75012e+06 3.58815e+06 3.16479e+06 3.02814e+06 4.36159e+06 2.88616e+06 2.78906e+06 2.75516e+06 2.69766e+06 2.55109e+06 2.4478e+06 2.37126e+06 2.23519e+06 2.02279e+06 2.87477e+06 3.41403e+06 1.91106e+06 1.35502e+06 1.33757e+06 1.33397e+06 1.27401e+06 1.40644e+06 1.23203e+06 1.05727e+06 680356 591634 92288.5 4993.24 threshold=2682.0900000000006 2781.5828000000006 2778.6210000000005 263.08925000000005 887.79240000000016 267.54700000000008 94.257500000000007 0 635.52750000000003 1329.0550000000001 887.79240000000016 584.10300000000018 873.09500000000014 2693.9010000000007 5.0069090000000012 1 1884.2950000000003 28.915000000000003 29.384150000000005 29.977000000000004 2778.6210000000005 8.5912500000000005 1175.575 1937.6795000000002 2781.5828000000006 497.59550000000002 195.48207000000005 420.97500000000008 119.45650000000002 192.15607500000002 2 1888.1190000000004 2022.5000000000002 378.97500000000008 448.25000000000006 2022.5000000000002 2022.5000000000002 1131.6606400000003 3 172.584 4 2022.5000000000002 631.04475000000014 379.24000000000007 608.55210000000022 1564.7167200000001 862.3225000000001 14.956000000000001 385.09140000000008 5 2781.5828000000006 187.63720000000004 0.72900000000000009 1935.1350000000002 13.191900000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=3 9 -3 5 6 17 40 24 12 10 36 -10 14 -14 -9 16 28 45 19 54 21 22 -17 30 26 -25 27 -6 35 39 33 -32 -22 -8 -30 -7 -2 -13 -31 -20 41 42 -5 -43 50 47 -28 49 -49 -1 -42 -46 53 -47 -19 right_child=1 2 -4 4 7 15 23 8 11 -11 -12 37 13 -15 -16 20 -18 18 29 -21 32 -23 -24 25 -26 -27 46 -29 34 38 31 -33 -34 -35 -36 -37 -38 -39 -40 -41 44 43 -44 -45 51 52 -48 48 -50 -51 -52 -53 -54 -55 -56 leaf_value=0.026287995576904179 2.4493586268569483 1.7341110084170388 34.467640558878578 0.66405468859960293 0.60550113397486072 1.0904971045435736 1.3940361370106 3.1424865224865766 11.90339444732666 -3.0286711148862486 7.6082981324807193 2.3151256847381592 5.3207486692096886 -0.91782639312744141 0.27184484282536292 0.24301094502483922 11.099886825561523 -0.10743075395885267 0.04840210127250081 15.31640232014656 -5.3933713083681862 4.6950150752889703 4.0111339432852615 1.6005797727902731 -3.755518181540749 7.6540201606750484 -2.0715906927926198 7.460141788482666 0.74202843117713924 0.88691121482658331 0.74772048478778463 4.4207873616074078 -0.64986765006492875 3.2913445037481734 3.7830933543031033 -0.27206387138734917 -1.351161733175579 7.0882297969999764 0.046942635612248519 0.50749099214815574 0.084182482066162856 -0.15580587164584536 2.6301319309670159 2.6579657143812914 3.0830062476071447 1.2162355780601501 0.98938495834668472 0.031670958798633089 0.7644746601896466 -0.0435122695230429 -1.7205020742705375 0.53461372756958003 -0.17455227394104003 1.9408310533181217 0.055489472389221195 leaf_weight=27731 33 21 36 290 51 331 370 130 20 27 39 22 115 20 134 3026 30 76 13631 20 23 29 35 24 22 20 35 20 55 896 1589 33 29 98 65 259 38 21 548 1150 1993 337 127 26 22 32 24 22428 265 286664 33 20 25 39 25 leaf_count=27731 33 21 36 290 51 331 370 130 20 27 39 22 115 20 134 3026 30 76 13631 20 23 29 35 24 22 20 35 20 55 896 1589 33 29 98 65 259 38 21 548 1150 1993 337 127 26 22 32 24 22428 265 286664 33 20 25 39 25 internal_value=0 7.84374 22.4079 -0.00536614 0.825877 -0.0183809 0.621552 2.48377 3.12783 1.78419 2.96553 6.95006 2.60271 4.39652 1.68542 0.458321 1.2136 -0.0236154 0.145153 2.47562 0.275699 0.327475 0.286096 1.10771 0.300627 4.35214 1.01018 2.53639 0.812961 0.127773 1.03941 0.81741 -2.74796 1.75386 2.38927 0.492356 0.415277 4.64618 0.574609 0.0841204 0.257276 0.687599 1.26284 0.0457315 0.0912019 -0.031797 -0.826448 -0.0321331 0.0402284 -0.0373561 0.0547873 1.86949 1.14842 1.61425 -0.067104 internal_weight=0 194 57 363008 5596 357412 4982 614 462 137 110 63 399 135 264 3882 740 353530 16346 121 3142 3090 3061 2134 152 44 130 71 710 16225 2090 1622 52 468 120 590 71 43 1444 14781 2848 780 417 363 2068 337184 59 337088 22693 314395 2026 42 96 71 101 internal_count=363202 194 57 363008 5596 357412 4982 614 462 137 110 63 399 135 264 3882 740 353530 16346 121 3142 3090 3061 2134 152 44 130 71 710 16225 2090 1622 52 468 120 590 71 43 1444 14781 2848 780 417 363 2068 337184 59 337088 22693 314395 2026 42 96 71 101 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=1153 6 272 3846 44 1 is_linear=0 shrinkage=0.01 Tree=144 num_leaves=56 num_cat=13 split_feature=2 1 0 1 0 25 0 24 15 9 0 7 2 25 0 9 0 26 24 24 1 23 11 25 1 1 3 0 11 9 10 10 20 24 26 16 3 2 7 3 25 26 25 25 24 0 25 18 10 1 25 2 10 10 13 split_gain=1.17079e+08 1.67802e+08 1.39285e+08 3.84903e+07 1.85792e+07 1.00952e+07 8.74102e+06 8.27711e+06 1.25078e+07 7.63429e+06 1.27651e+07 6.96263e+06 6.72854e+06 6.63599e+06 2.2856e+07 7.485e+06 5.80099e+06 5.55076e+06 6.54882e+06 4.9346e+06 8.68971e+06 4.91162e+06 4.8107e+06 9.0725e+06 4.15371e+07 4.18837e+06 3.96539e+06 6.96787e+06 3.57148e+06 6.63642e+06 3.20222e+06 2.77533e+06 2.74279e+06 2.64195e+06 2.50032e+06 2.45249e+06 2.41478e+06 2.36326e+06 2.16056e+06 1.93556e+06 2.25925e+06 1.7286e+06 1.36784e+06 1.32972e+06 1.27901e+06 760720 1.15635e+06 720392 642404 608235 560709 526338 164677 134405 111844 threshold=2682.0900000000006 2781.5828000000006 2778.6210000000005 263.08925000000005 887.79240000000016 0 267.54700000000008 1 1020.6662500000001 1329.0550000000001 887.79240000000016 1306.1250000000002 122.867 2 1884.2950000000003 827.32299999999998 2778.6210000000005 2022.5000000000002 3 4 1256.4300000000001 8.5912500000000005 75.151416000000026 5 23.975500000000004 2781.5828000000006 748.6165000000002 76.613700000000009 195.48207000000005 108.77100000000002 1159.6875000000002 1564.7167200000001 229.65500000000003 6 2022.5000000000002 251.83300000000003 45.215913000000008 354.40600000000001 203.18550000000002 15.456105000000003 7 2022.5000000000002 8 9 10 137.52300000000002 11 292.29341500000004 599.29360000000008 1892.2623000000001 12 784.03650000000005 1935.1350000000002 3056.7500000000005 31.766500000000004 decision_type=2 2 2 2 2 9 2 1 2 2 2 2 2 9 2 2 2 2 1 1 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 9 9 1 2 9 2 2 2 9 2 2 2 2 left_child=3 9 -3 6 5 12 22 25 17 10 34 -10 26 14 15 44 21 18 -9 20 -14 32 31 24 54 28 33 -28 29 -6 -19 36 -15 -5 -2 -21 43 -17 -38 50 -41 -18 45 -1 -8 49 -47 -30 51 -7 -25 -44 -33 -54 -24 right_child=1 2 -4 4 7 42 13 8 11 -11 -12 -13 19 16 -16 37 41 30 -20 35 -22 -23 23 39 -26 -27 27 -29 47 -31 -32 52 -34 -35 -36 -37 38 -39 -40 40 -42 -43 48 -45 -46 46 -48 -49 -50 -51 -52 -53 53 -55 -56 leaf_value=0.048084619592037685 2.4248650290749292 1.7167696489606585 34.122964558071565 0.94982425383225733 -0.41971081115104059 0.17567342863405405 1.6703713596376599 5.4009967688332621 4.6810071364141281 -2.9983843796341505 7.5322150880862502 12.036849327087403 1.9277173829608993 0.1954768170697411 9.1535419638497491 2.6911810607910156 -4.7817100695201331 0.53670308449285498 1.4789492035889233 1.2952567944241751 6.1676883343783286 4.1848961859941483 0.092170333862304693 0.27803089145304044 16.270223407261074 -3.7179630556973549 7.3863372106137479 0.4464952080983382 -1.7657050312266631 5.7003486807206096 3.3873108251961792 1.2035277672071716 2.0960549132029214 0.05584984440912507 -1.3376501366966651 -0.17223808034261068 0.07458764782235458 7.5525158630609512 0.66014254759279001 0.85517882700209868 0.20886589895224858 -1.0818192826146666 -0.20239920745847248 -0.039214809346437132 0.49918228584936336 1.1111225339939923 0.13406529716130114 0.47044558868408204 1.5687636945247649 -1.5464742309138888 0.0026907862084312273 -1.7365600241785464 2.5157966397603353 1.5117857925097147 0.94431584891676912 leaf_weight=18465 33 21 36 565 37 876 107 103 31 27 39 22 399 2863 35 20 28 139 112 728 55 32 67 925 20 22 23 39 34 34 55 37 78 794 38 135 12354 20 664 768 1850 23 807 314755 676 236 261 25 20 21 3551 23 30 24 20 leaf_count=18465 33 21 36 565 37 876 107 103 31 27 39 22 399 2863 35 20 28 139 112 728 55 32 67 925 20 22 23 39 34 34 55 37 78 794 38 135 12354 20 664 768 1850 23 807 314755 676 236 261 25 20 21 3551 23 30 24 20 internal_value=0 7.7653 22.1838 -0.00531222 0.817618 0.615337 -0.0181968 2.45893 3.09655 1.76635 2.93587 7.73438 1.02126 0.453738 1.22479 0.902487 0.230155 2.57127 3.67788 1.53992 2.38875 0.288281 -0.023379 0.232444 2.99544 0.297621 0.547749 3.02095 1.00007 2.51102 1.34487 -0.0286982 0.245883 0.434917 0.411125 1.05349 -0.0291571 5.12185 0.104455 0.186284 0.402529 -3.11313 0.114987 -0.0343769 0.686938 0.307038 0.623074 -0.818184 -0.199886 0.135356 0.0602191 -0.244912 1.71744 2.06957 0.288066 internal_weight=0 194 57 363008 5596 4982 357412 614 462 137 110 53 2738 3882 858 823 3024 409 215 1317 454 2973 353530 7201 107 152 1421 62 130 71 194 346329 2941 1359 71 863 346238 40 13018 7094 2618 51 2244 333220 783 1394 497 59 850 897 4476 830 91 54 87 internal_count=363202 194 57 363008 5596 4982 357412 614 462 137 110 53 2738 3882 858 823 3024 409 215 1317 454 2973 353530 7201 107 152 1421 62 130 71 194 346329 2941 1359 71 863 346238 40 13018 7094 2618 51 2244 333220 783 1394 497 59 850 897 4476 830 91 54 87 cat_boundaries=0 7 8 14 15 16 17 18 25 32 39 40 47 53 cat_threshold=1098880 1216611904 68161872 327680 4210688 0 128 1153 68239488 134217728 272 1073741824 4210688 16384 340 785 8388640 332 137461760 1073741824 1052688 0 4096 0 68 136380964 32776 168296960 1140851203 536941824 0 4 3222274048 327684 276824065 1110638624 43665 2491565184 2 5 136380932 0 524288 0 4096 0 4 134218752 99428 525888 1310721 536888576 256 is_linear=0 shrinkage=0.01 Tree=145 num_leaves=56 num_cat=12 split_feature=2 1 7 0 18 2 25 0 24 6 12 0 7 26 24 26 25 6 23 7 6 25 6 25 1 9 1 2 8 8 7 15 2 25 6 2 8 1 8 25 9 15 7 12 24 9 14 23 9 1 24 9 0 24 25 split_gain=2.44373e+08 2.84999e+08 1.13564e+08 5.40613e+07 3.88882e+07 2.16109e+07 1.98488e+07 6.62008e+07 1.03116e+07 9.95127e+06 1.35788e+07 1.0735e+07 1.25228e+07 9.06272e+06 8.32613e+06 8.85013e+06 7.66467e+06 7.56288e+06 6.49842e+06 5.95102e+06 5.74304e+06 4.03344e+06 5.80532e+06 4.03164e+06 3.97578e+06 4.33948e+06 3.75331e+07 3.833e+06 3.79579e+06 3.10383e+06 4.97077e+06 2.8278e+06 2.67089e+06 2.95668e+06 2.50073e+06 2.40767e+06 2.67371e+06 1.86369e+06 1.86051e+06 1.67648e+06 2.07069e+06 2.13344e+06 1.60971e+06 1.37146e+06 1.36537e+06 1.39973e+06 1.11675e+06 2.02043e+06 1.06277e+06 1.06071e+06 1.0309e+06 979334 959496 1.00302e+06 672257 threshold=2682.0900000000006 2781.5828000000006 149.17670000000001 286.09000000000009 36.400375000000004 784.03650000000005 0 1884.2950000000003 1 1136.6981000000003 146.69300000000001 992.19979999999998 60.171399999999998 2022.5000000000002 2 2022.5000000000002 3 137.52500000000001 8.5912500000000005 576.56500000000017 118.65100000000002 4 141.02500000000003 5 26.307400000000005 395.07800000000003 39.031250000000007 1827.1555000000001 311.75250000000005 711.30690000000016 1306.1250000000002 362.50000000000006 170.26100000000005 6 342.20000000000005 34.295500000000011 761.67400000000009 1461.4925000000003 711.30690000000016 7 613.5367500000001 160.35298100000003 912.83060000000012 68.366500000000016 8 51.483000000000004 120.90075000000002 509.98160000000001 1135.3321000000003 2781.5828000000006 9 1600.0905700000001 2778.6210000000005 10 11 decision_type=2 2 2 2 2 2 9 2 1 2 2 2 2 2 1 2 9 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 1 2 2 1 9 left_child=3 4 -3 17 13 6 7 14 9 11 -11 31 -13 20 15 -5 18 24 19 -8 -2 22 -19 27 39 35 -27 34 -16 43 -31 -7 42 -34 -10 49 -37 44 -28 40 50 -42 -24 -25 45 -23 54 -48 -15 -26 -1 -46 53 -18 -41 right_child=1 2 -4 5 -6 8 16 -9 23 10 -12 12 -14 48 28 -17 52 21 -20 -21 -22 37 32 29 25 26 38 -29 -30 30 -32 -33 33 -35 -36 36 -38 -39 -40 46 41 -43 -44 -45 51 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 leaf_value=0.27359818105777794 6.7830287130255451 12.508499961853026 42.884596824645996 6.32553972143194 15.905220177691916 0.83263779260674298 0.69127160905154972 17.330006365458171 4.3691820953987746 14.836385860443116 4.3326726162433626 10.352037516862918 2.5269173874965936 -0.16445052146911621 -0.42031459495323858 1.1415160824003674 -0.26376117575420904 5.9514287321908137 5.1974969188145224 2.1844087894572768 0.93010301971435549 0.21241755894320016 0.36064499084392837 -0.69640326057780866 0.026411588650479368 14.534688266754152 0.042472925536486565 7.0567758681557393 3.2026711018880207 4.4933736042446561 -0.76166017405192055 4.8763032531738286 0.72073895441103675 2.5057983089953053 0.95419964329869145 0.24396745556259647 3.0160511365618028 -2.4558858235677086 2.4482545063946701 -0.0056943273587043968 0.77052451291886881 4.3453687534332275 2.2265827463070553 1.3149873420170375 0.047737857356587803 0.79803529826877961 0.16408375276526321 3.2824417459397091 -3.0100300997779481 -1.8879133250795561 0.024589871092270635 -1.8665729706375689 -2.0703093714941114 0.25206871475222575 -0.047208125631489094 leaf_weight=1834 38 20 32 69 23 98 2358 30 37 20 32 39 43 35 147 63 557 21 35 301 30 1477 1256 110 15108 20 245 22 36 45 30 21 335 137 51 5906 35 27 37 45819 101 20 48 49 2617 564 1960 21 21 29 16971 27 21 1119 262949 leaf_count=1834 38 20 32 69 23 98 2358 30 37 20 32 39 43 35 147 63 557 21 35 301 30 1477 1256 110 15108 20 245 22 36 45 30 21 335 137 51 5906 35 27 37 45819 101 20 48 49 2617 564 1960 21 21 29 16971 27 21 1119 262949 internal_value=0 11.0803 31.2015 -0.00422666 3.96267 0.995181 0.769169 3.04729 2.78813 4.30327 8.37256 3.46462 6.24862 1.74751 1.78377 3.58013 0.581912 -0.0191326 0.913254 0.860295 4.20086 0.318619 0.720439 1.50496 -0.025395 0.106754 1.29697 3.04644 0.277253 0.685172 2.39136 1.54623 0.662643 1.30722 2.39004 0.0897007 0.260299 0.163502 0.358125 -0.033965 0.0573936 1.36141 0.42933 -0.0765407 0.178947 0.37242 -0.0395298 0.197141 -1.23154 0.0227441 0.0490335 0.0280831 0.0536359 0.0805686 -0.0410495 internal_weight=0 199 52 362897 147 5333 4736 345 597 253 52 201 82 124 315 132 4391 357564 2694 2659 68 6509 1797 344 351055 21380 302 110 183 234 75 119 1776 472 88 21078 5941 4712 282 329675 18926 121 1304 159 4685 2041 310749 1981 56 15137 18805 2644 1697 1676 308768 internal_count=363096 199 52 362897 147 5333 4736 345 597 253 52 201 82 124 315 132 4391 357564 2694 2659 68 6509 1797 344 351055 21380 302 110 183 234 75 119 1776 472 88 21078 5941 4712 282 329675 18926 121 1304 159 4685 2041 310749 1981 56 15137 18805 2644 1697 1676 308768 cat_boundaries=0 6 7 8 15 21 22 24 31 32 33 34 40 cat_threshold=9437696 0 0 65536 0 16384 2386 78 69584032 1216349696 202379536 1078198272 16384 0 132 137461888 134251072 67108880 67174912 86016 16384 32768 135299072 32768 1074790400 360452 2415919105 1074799408 545303552 2428528704 2 1812 1 2434 536903812 1073741936 8461956 107086848 1053232 1073938452 is_linear=0 shrinkage=0.01 Tree=146 num_leaves=55 num_cat=12 split_feature=2 4 7 1 6 1 2 5 25 1 26 7 3 3 1 3 16 10 24 3 24 1 25 1 4 25 7 5 10 2 24 8 13 3 3 25 24 25 11 11 4 8 4 3 1 25 10 25 2 14 23 10 26 25 split_gain=2.3951e+08 3.70467e+08 1.93907e+08 3.7519e+07 1.94015e+07 3.05483e+07 1.7685e+07 1.48795e+07 1.16249e+07 2.94116e+07 1.46404e+07 1.01315e+07 8.80748e+06 1.16775e+07 7.57519e+06 7.23204e+06 6.3944e+06 5.63432e+06 5.13318e+06 8.23518e+06 4.00287e+06 3.83171e+06 5.7309e+06 5.97221e+07 3.76043e+06 3.67777e+06 5.67493e+06 3.2369e+06 3.09686e+06 3.09052e+06 2.79986e+06 2.87695e+06 2.46369e+06 2.46006e+06 2.03738e+06 1.90519e+06 2.31803e+06 4.08272e+06 1.8556e+06 1.69641e+06 1.66038e+06 1.6254e+06 1.51008e+06 1.44019e+06 1.43067e+06 1.27716e+06 2.09597e+06 1.02531e+06 821493 807172 2.35694e+06 1.15922e+06 761482 317191 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 326.39850000000001 44.980991500000009 860.12500000000011 522.27250000000015 2871.8940000000007 0 1256.4300000000001 2022.5000000000002 85.347000000000023 1890.7105500000002 698.94000000000005 367.00000000000006 258.76800000000009 1927.9850000000004 484.16250000000002 1 648.27500000000009 2 23.455000000000002 3 27.601250000000004 2693.9010000000007 4 826.12250000000006 218.04650000000001 543.00900000000013 673.68310000000008 5 1148.5039000000004 1175.575 1890.7105500000002 698.94000000000005 6 7 8 474.67500000000013 474.67500000000013 508.93250000000006 380.1882500000001 629.95226050000008 171.89580000000004 228.79050000000004 9 1058.8682400000002 10 300.34390000000008 87.120000000000019 509.98160000000001 1935.1350000000002 2022.5000000000002 11 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 1 2 9 2 2 9 2 2 2 2 1 2 2 2 2 9 1 9 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 9 left_child=3 4 -3 11 5 52 8 16 9 14 -11 21 13 -6 -5 27 18 30 19 -8 33 35 23 -23 -20 26 -22 45 -19 43 34 -32 44 39 -10 36 37 -1 -27 -17 -31 -30 -25 -24 -29 46 -13 -38 -16 51 -51 -37 -2 -47 right_child=1 2 -4 6 12 -7 7 -9 17 10 -12 15 -14 -15 48 20 -18 28 24 -21 25 22 29 42 -26 38 -28 32 41 40 31 -33 -34 -35 -36 49 47 -39 -40 -41 -42 -43 -44 -45 -46 53 -48 -49 -50 50 -52 -53 -54 -55 leaf_value=1.3755722930837919 3.1957746028900149 14.538775040308636 54.332966650390631 6.5344505552450816 -2.505798095420555 15.594335289001465 1.3900456562202967 9.1851530811704443 0.80278718811873762 16.627623907089234 4.5278640308380123 0.2751587091014841 -5.0054438576331508 6.8837254590254568 0.81645783507398195 -0.18751297282136004 6.7945197853675259 5.0742852258682252 1.2975539327146448 4.5823512234881116 1.7056223652864757 17.710676040308815 0.050745552127113527 0.29097571611178646 -2.7505892721811933 0.74240372600532922 5.3984176288951531 0.54413430655151784 0.66179963646922257 0.98857362781010627 0.092055106316250856 2.5649241801102955 4.0571441810781304 -3.2583449172973635 3.9035142716494473 -0.039072447965874259 0.33808006086126996 0.19601170373258026 2.2669207193242746 1.9595364226465639 3.6545610060010638 2.2783226719375484 3.1073069903850556 0.41233305453846947 1.8435744098526365 -0.15076484639727142 3.1833993310928346 -0.0073296953479119291 -1.1986581669683043 0.10611449142787976 3.3922351013530387 1.9267463741302491 0.58829527355375744 0.068179628376917489 leaf_weight=336 24 24 25 24 27 26 178 29 576 20 20 2833 26 26 168 184 26 26 523 148 171 21 18565 396 24 530 55 859 128 141 2369 48 22 22 22 312925 933 2010 94 46 28 121 20 1171 94 799 25 9693 23 2765 22 30 21 3634 leaf_count=336 24 24 25 24 27 26 178 29 576 20 20 2833 26 26 168 184 26 26 523 148 171 21 18565 396 24 530 55 859 128 141 2369 48 22 22 22 312925 933 2010 94 46 28 121 20 1171 94 799 25 9693 23 2765 22 30 21 3634 internal_value=0 10.9695 34.8419 -0.00418344 3.17123 6.96487 0.906009 2.13497 0.584296 2.60201 10.5777 -0.0155423 -0.238243 2.10038 1.23917 0.308993 1.90754 0.418726 1.762 2.75481 1.06996 -0.0242522 0.108935 1.22885 1.09983 1.3897 2.49396 0.207543 1.79025 0.0836882 0.295017 0.140583 0.748682 -0.0612492 0.901781 -0.0324943 0.086241 0.370073 0.956726 0.241897 1.43028 1.44734 0.426376 0.0721997 0.672306 0.135179 0.29955 0.0232878 0.5738 -0.037374 0.132054 -0.038884 1.97895 0.0284668 internal_weight=0 199 49 362897 150 71 4473 928 3545 255 40 358424 79 53 215 9368 899 3290 873 326 1102 349056 20342 437 547 850 226 8266 275 19905 3015 2417 975 252 598 328714 12972 2346 624 230 169 249 416 19736 953 7291 2858 10626 191 315742 2787 312955 45 4433 internal_count=363096 199 49 362897 150 71 4473 928 3545 255 40 358424 79 53 215 9368 899 3290 873 326 1102 349056 20342 437 547 850 226 8266 275 19905 3015 2417 975 252 598 328714 12972 2346 624 230 169 249 416 19736 953 7291 2858 10626 191 315742 2787 312955 45 4433 cat_boundaries=0 7 8 9 14 17 18 25 26 27 34 40 46 cat_threshold=9437312 0 67108864 65536 0 0 4 597 201 9437184 0 0 0 128 2129920 134217792 16 20 1074790400 98308 1 1073807648 8424960 2147510336 2 3 1048576 137396352 1208221792 528644 72351746 545275968 2 128 0 65536 0 0 2048 26624 3225944064 25166610 277876225 2726568097 66048 128 is_linear=0 shrinkage=0.01 Tree=147 num_leaves=61 num_cat=10 split_feature=2 4 7 0 2 25 0 6 0 3 3 5 23 4 25 25 3 0 1 3 0 25 1 4 3 3 9 25 0 6 10 9 2 4 4 2 0 1 1 4 1 3 2 25 5 5 15 25 25 25 5 5 2 10 3 9 1 7 16 25 split_gain=2.34744e+08 3.63095e+08 1.90049e+08 5.23463e+07 2.08294e+07 1.9345e+07 6.48043e+07 1.90154e+07 3.8978e+07 8.6322e+06 1.14451e+07 7.87815e+06 7.78677e+06 7.65266e+06 6.26117e+06 5.9701e+06 1.26051e+07 7.69153e+06 1.36194e+07 5.61874e+06 6.00855e+06 4.725e+06 4.97701e+06 4.63008e+06 3.6184e+06 6.33907e+06 3.43747e+06 6.53624e+06 2.04716e+07 3.25294e+06 4.48165e+06 4.39319e+06 3.87397e+06 2.83722e+06 4.76574e+06 2.70665e+06 2.50207e+06 2.41413e+06 2.15577e+06 2.67643e+06 2.13832e+06 1.85959e+06 2.96964e+06 1.83416e+06 1.79312e+06 1.76486e+06 1.75635e+06 1.75621e+06 1.63951e+06 1.57496e+06 1.46314e+06 1.40132e+06 1.21384e+06 1.1938e+06 946820 869707 761132 1.35614e+06 721880 687900 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 286.09000000000009 784.03650000000005 0 1884.2950000000003 44.980991500000009 1275.1415000000002 1890.7105500000002 698.94000000000005 1561.8224400000001 8.5912500000000005 106.484285 1 2 991.56000000000017 1884.2950000000003 1892.2623000000001 2.8208499999999996 591.40200000000016 3 248.93500000000003 1116.5450000000003 543.62350000000004 117.64300000000001 360.85390500000005 4 4.7600710000000008 652.29725000000008 633.4305250000001 419.23800000000006 1468.575 785.57750000000021 1116.5450000000003 178.70173000000003 12.435 354.74564000000004 1461.4925000000003 680.56950000000018 53.904000000000003 815.10500000000013 1107.4580000000003 5 30.594000000000005 1312.9050000000002 304.21400000000006 6 7 8 1312.9050000000002 6.4940000000000007 1468.575 1330.1795 453.37980000000005 1329.0550000000001 424.16250000000008 11.024400000000002 169.84800000000004 9 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 9 9 2 2 2 2 2 2 2 2 2 9 left_child=3 7 -3 13 5 6 19 8 40 10 -9 12 14 26 -7 16 33 18 -18 20 -5 22 46 -13 25 -24 36 28 55 41 31 -31 -32 52 -35 43 48 49 39 -37 -2 51 -43 45 -21 -23 54 -39 59 -38 -45 -17 -6 -50 -15 -28 58 -58 -29 -1 right_child=1 2 -4 4 15 11 -8 9 -10 -11 -12 23 -14 21 -16 29 17 -19 -20 44 -22 35 24 -25 -26 -27 27 56 -30 30 32 -33 -34 34 -36 38 37 47 -40 -41 -42 42 -44 50 -46 -47 -48 -49 53 -51 -52 -53 -54 -55 -56 -57 57 -59 -60 -61 leaf_value=0.43331745514502895 4.2636736106872561 14.393386952082317 53.789636962890626 1.2220686700063594 1.1234873556446385 0.78654689040969505 17.137414204915366 -2.4807401120221173 17.598996263586958 -4.9553892135620119 6.8148881679314837 2.0733166171342901 5.1549972359836103 0.44823755815067395 0.0015870679141245761 2.5906174635887145 5.6590439780214998 2.9849232931394836 15.345727359226771 -0.84257604465402414 5.4576300873178427 0.29159170424707392 2.107679796633513 7.8107191241871226 0.020940512877244216 8.2116640147456419 0.22833189872273227 0.041634173779664073 8.9685159111022958 2.7449707279205326 3.0963206516612662 8.795586471557618 -2.4812368483543397 8.0382795111338297 2.0738535025313096 0.46304500683471989 0.13045442467377924 1.7405719775774262 -2.3114250154495237 1.6324563850763019 -0.017497585841587612 2.0747251465009606 -2.5777672857396743 -0.00038405175408912041 1.290359494044347 2.7294370838801063 3.6304205813407897 0.37650377531219453 -0.042039542048788528 -0.020562479229033793 -2.5301263096021569 0.52781682262681939 3.3905772565205896 1.273462688750115 2.1682262268066408 2.489179796695709 3.016994584890512 0.21987040171256433 0.93135897466451811 0.044892632164679411 leaf_weight=458 20 24 25 68 111 2633 30 27 23 26 26 39 36 374 1661 60 47 37 21 58 66 2931 46 22 26 27 114 939 37 30 33 20 20 21 37 1223 12849 122 25 233 28 23 34 3837 123 30 20 402 300323 14917 23 73 30 69 35 20 26 52 101 18305 leaf_count=458 20 24 25 68 111 2633 30 27 23 26 26 39 36 374 1661 60 47 37 21 58 66 2931 46 22 26 27 114 939 37 30 33 20 20 21 37 1223 12849 122 25 233 28 23 34 3837 123 30 20 402 300323 14917 23 73 30 69 35 20 26 52 101 18305 internal_value=0 10.8598 34.4935 -0.0041411 0.979287 0.757399 3.0064 3.13952 6.89522 -0.235861 2.07938 0.572545 0.523574 -0.0188087 0.484745 2.73952 3.72815 6.65407 8.65052 1.75603 3.30824 0.271926 1.18095 4.14254 3.22437 4.36532 -0.0261702 0.489283 2.2522 1.53418 3.01762 5.16522 0.991582 2.37166 4.23339 0.212434 -0.0280825 0.062052 0.60019 0.650183 1.76632 0.810749 -0.700446 0.128555 0.606877 0.315227 0.736916 0.734494 -0.036072 0.0493617 -0.0154177 1.4584 1.60585 -0.041736 0.595425 0.565772 0.197728 1.15225 0.12804 0.0545998 internal_weight=0 199 49 362897 5333 4736 345 150 71 79 53 4391 4330 357564 4294 597 304 105 68 315 134 8830 528 61 99 73 348734 1289 171 293 103 50 53 199 58 8302 347445 28290 1481 1456 48 190 57 6821 181 2961 429 524 319155 27766 3860 133 141 300392 409 134 1118 78 1040 18763 internal_count=363096 199 49 362897 5333 4736 345 150 71 79 53 4391 4330 357564 4294 597 304 105 68 315 134 8830 528 61 99 73 348734 1289 171 293 103 50 53 199 58 8302 347445 28290 1481 1456 48 190 57 6821 181 2961 429 524 319155 27766 3860 133 141 300392 409 134 1118 78 1040 18763 cat_boundaries=0 6 13 20 26 30 37 44 51 57 63 cat_threshold=9437696 0 0 65536 0 16384 203785376 1216349696 202379536 1111752704 86016 2 4 1081344 0 272 0 0 0 128 1050624 1074070016 16 262656 0 16384 8389632 262144 0 1073741824 673219616 134250596 35131648 2214592512 16640 2 4 512 64 256 0 4194304 0 128 1074790528 98308 2415922177 1075839792 578857984 2424334400 2 144016900 135529568 67113808 1482753 2151679104 2048 0 0 0 0 2048 24576 is_linear=0 shrinkage=0.01 Tree=148 num_leaves=44 num_cat=5 split_feature=0 1 3 0 6 3 12 24 5 10 3 23 0 3 1 24 26 3 17 9 24 12 1 3 1 1 5 7 24 8 3 3 0 6 24 6 5 6 16 0 5 5 26 split_gain=2.11785e+08 3.29414e+08 1.0595e+08 4.82825e+07 2.16793e+07 1.34269e+07 3.29786e+07 1.27036e+07 2.11311e+07 1.26875e+07 1.02461e+07 8.58502e+06 7.19983e+06 7.15116e+06 6.26122e+06 5.07601e+06 4.56425e+06 7.58528e+06 6.2031e+06 4.058e+06 5.37153e+06 3.7258e+07 3.80512e+06 4.32758e+06 8.69638e+06 6.80732e+06 3.56124e+06 3.33761e+06 3.04672e+06 2.99752e+06 2.92401e+06 2.34637e+06 2.20123e+06 1.89927e+06 1.87646e+06 1.78156e+06 1.69911e+06 1.57453e+06 1.47942e+06 1.32554e+06 1.1731e+06 1.00684e+06 207441 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 286.09000000000009 652.29725000000008 2725.8677800000005 150.96810000000002 0 2871.8940000000007 1935.1350000000002 1118.1025000000002 8.5912500000000005 1519.5755740000002 90.03540000000001 137.46340000000004 1 2022.5000000000002 104.41300000000003 57.742500000000007 375.64974000000007 2 163.29990000000001 402.26250000000005 119.71400000000001 733.85806350000018 1892.2623000000001 1561.8224400000001 82.043000000000006 3 912.87025000000017 1890.7105500000002 128.84440000000004 13.740500000000003 203.26450000000003 4 159.25450000000004 278.16000000000003 214.72600000000003 319.80750000000006 448.25000000000006 137.52250000000001 584.10300000000018 2022.5000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=3 16 -3 5 10 13 42 26 9 27 11 14 30 19 28 -16 17 -2 31 32 21 -21 33 24 -24 -25 29 -9 -5 39 35 -18 41 38 -35 -12 -32 -34 -15 -6 -22 -1 -7 right_child=1 2 -4 4 7 6 -8 8 -10 -11 12 -13 -14 22 15 -17 18 -19 -20 20 40 -23 23 25 -26 -27 -28 -29 -30 -31 36 -33 37 34 -36 -37 -38 -39 -40 -41 -42 -43 -44 leaf_value=-0.036389766065923215 7.8136283904314041 14.260684029715401 43.167788991928099 0.79490321852708179 2.1326514811264841 0.49055931698192246 14.182227935791015 0.63380906917498669 12.279325839451381 9.3570352188233397 4.0400026472279285 5.7835778510570526 6.8866038533260951 0.11696146945247531 1.8641700013449594 0.66973098064625902 -3.2862592053413393 1.0302918041453644 5.277483513241723 0.020286440429362385 0.15647457595858746 15.140765948295593 0.51950059135754911 0.95570092457081335 8.4998274343663986 -3.1506818255712821 -2.7081826047544126 3.1742826050519946 0.073756053207985395 3.6428838141453572 -2.29119647026062 0.96215628183805024 0.04738277025474899 0.91848558763261057 0.08488357807454143 1.4335629533684773 1.6193012710571291 0.57109436176196882 1.0968248364879827 -0.036300931278992137 0.9413846558039306 0.40484293023476731 -0.79716163832565845 leaf_weight=318830 32 21 32 834 38 22 23 65 28 31 61 32 38 8298 538 1144 26 34 21 88 867 20 36 660 22 43 27 253 1941 39 20 26 26069 645 477 46 25 587 157 109 244 518 29 leaf_count=318830 32 21 32 834 38 22 23 65 28 31 61 32 38 8298 538 1144 26 34 21 88 867 20 36 660 22 43 27 253 1941 39 20 26 26069 645 477 46 25 587 157 109 244 518 29 internal_value=0 10.5016 31.714 -0.0037592 0.946528 -0.0177597 4.24143 2.75291 3.81959 3.25031 0.718752 0.622478 2.99333 -0.0186412 0.585423 1.06685 2.41343 4.31918 0.690418 -0.0263578 0.5496 2.58136 0.240537 0.921132 3.54652 0.704528 0.654868 2.655 0.29362 1.17826 2.02002 -1.16205 -0.0283869 0.186457 0.573036 2.91948 -0.118698 0.0589156 0.135156 0.524381 0.325924 -0.0356741 -0.241674 internal_weight=0 192 53 362904 5269 357635 74 590 377 349 4679 4489 190 357561 4457 1682 139 66 73 347223 1219 108 10338 761 58 703 213 318 2775 186 152 52 346004 9577 1122 107 45 26656 8455 147 1111 319348 51 internal_count=363096 192 53 362904 5269 357635 74 590 377 349 4679 4489 190 357561 4457 1682 139 66 73 347223 1219 108 10338 761 58 703 213 318 2775 186 152 52 346004 9577 1122 107 45 26656 8455 147 1111 319348 51 cat_boundaries=0 1 2 3 4 5 cat_threshold=712 28 16 14 3846 is_linear=0 shrinkage=0.01 Tree=149 num_leaves=58 num_cat=15 split_feature=2 3 7 0 0 25 0 2 2 11 9 3 3 24 6 3 24 5 3 9 25 0 5 25 26 25 6 25 5 24 0 5 8 6 26 0 25 6 9 11 12 9 24 7 25 0 5 2 3 25 8 5 11 24 25 25 3 split_gain=2.2624e+08 2.66767e+08 1.32936e+08 5.02704e+07 2.06062e+07 2.01988e+07 2.37503e+07 3.72633e+07 1.76434e+07 1.87544e+07 1.2563e+07 7.21557e+06 5.90788e+06 5.83799e+06 5.62826e+06 4.78165e+06 4.6993e+06 7.99402e+06 4.61567e+06 3.94459e+06 8.52708e+06 2.84106e+07 4.13487e+06 3.4537e+06 3.3914e+06 3.30231e+06 2.97819e+06 5.65895e+06 4.95272e+06 2.87358e+06 2.97126e+06 2.75311e+06 2.29346e+06 2.23005e+06 2.49232e+06 2.19331e+06 2.02197e+06 1.89303e+06 2.71199e+06 1.77912e+06 1.68925e+06 1.49695e+06 1.48698e+06 1.68279e+06 1.32877e+06 1.23359e+06 1.1692e+06 1.1084e+06 1.1096e+06 755153 715500 1.15799e+06 750171 668617 638549 601024 475343 threshold=2682.0900000000006 2725.8677800000005 2822.9627650000007 286.09000000000009 688.40820000000008 0 2778.6210000000005 27.046500000000005 967.39580000000012 1413.4285000000002 135.22032050000004 92.623500000000021 991.56000000000017 1 652.29725000000008 1493.1141200000004 2 1561.8224400000001 58.519030000000008 375.64974000000007 3 4.7600710000000008 425.55000000000007 4 2022.5000000000002 5 137.52500000000001 6 553.36150000000009 7 804.19674500000008 492.24500000000006 613.57500000000016 1000.0509250000001 2022.5000000000002 13.740500000000003 8 1937.6795000000002 658.43074000000013 270.50080000000008 911.29109000000005 1600.0905700000001 9 485.08750000000003 10 1884.2950000000003 584.10300000000018 31.616650000000003 648.27500000000009 11 1017.6571000000002 18.854500000000005 35.942820000000005 12 13 14 2725.8677800000005 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 1 2 2 2 9 2 2 9 2 9 2 9 2 1 2 2 2 2 2 2 9 2 2 2 2 2 1 2 9 2 2 2 2 9 2 2 2 1 9 9 2 left_child=3 4 -3 11 33 6 8 -8 13 12 -6 19 -10 18 25 -9 17 31 -5 35 21 22 -21 26 -15 29 42 28 -28 30 -7 -16 -31 34 -2 44 40 38 -18 -29 -37 47 55 -44 49 53 -46 56 -49 -1 52 -52 -22 -27 -38 -13 -25 right_child=1 2 -4 5 10 14 7 15 9 -11 -12 23 -14 24 16 -17 37 -19 -20 20 50 -23 -24 41 -26 45 27 39 -30 32 -32 -33 -34 -35 -36 36 54 -39 -40 -41 -42 -43 43 -45 46 -47 -48 48 -50 -51 51 -53 -54 -55 -56 -57 -58 leaf_value=0.44594653064089274 3.2685245044414812 14.129111774989537 45.227798473216872 -0.4916179421169079 11.956508935870547 0.85807700718325264 17.494349222183228 5.2815955359360274 2.1524102349493912 13.316255992889406 3.2951059756559484 0.37079550125591243 5.718124958276749 2.1546970268791008 0.78588759162596289 -0.68624150581359855 -0.21094233391613795 9.0501483735584074 1.1375360364292453 0.37051775629432115 -0.041101176107869203 12.510978381347657 4.9575185427458388 -0.017661717305080898 1.061102509739853 -0.37553380338819675 1.6937947082655771 0.30352745588300112 5.6345300883513234 0.23317778026583186 2.737178818561413 4.0875988458550498 1.9054151475971395 -2.8958128223419193 -0.92976157919053115 0.21062413343023065 0.05929551754077509 -2.3892349889603528 3.9125329451127486 1.2825571076663922 2.815519354248047 -2.3757996360778808 0.3800439363876465 1.7954307153307159 -0.041070276410223532 -1.860978415671148 0.51397217653495697 0.20672687836902437 1.1312463881445269 0.037885764693913811 2.9796196879511299 -0.22947534474459563 0.58554801153582203 0.14091581796898561 -0.053036997519589048 -0.14155328252550198 -1.4922584143551914 leaf_weight=456 26 28 27 302 33 381 24 29 157 20 34 301 66 590 56 25 58 21 410 135 736 25 23 3448 546 363 175 786 39 1206 108 46 88 20 31 5928 12074 22 22 243 25 25 2436 87 301272 38 380 1637 141 17312 23 22 258 755 8697 858 22 leaf_count=456 26 28 27 302 33 381 24 29 157 20 34 301 66 590 56 25 58 21 410 135 736 25 23 3448 546 363 175 786 39 1206 108 46 88 20 31 5928 12074 22 22 243 25 25 2436 87 301272 38 380 1637 141 17312 23 22 258 755 8697 858 22 internal_value=0 10.6613 29.3957 -0.00406618 3.50584 0.959664 1.70082 7.1266 1.50655 4.03971 7.56117 -0.01844 3.20773 1.17346 0.444805 2.51871 1.97053 3.17363 0.440334 -0.0261371 0.541016 2.47056 1.03825 0.243737 1.61486 0.329514 0.433806 0.85792 2.30429 0.597564 1.24758 2.27489 0.34424 -0.0228211 0.985246 -0.0281393 0.0588872 0.189981 0.923013 0.52958 0.221192 0.0652651 0.291808 0.427157 -0.0354203 -0.0883282 -0.0403697 0.077018 0.280044 0.0486032 0.175695 1.41073 0.12155 -0.0288672 0.012258 -0.00645924 -0.0270107 internal_weight=0 199 55 362897 144 5333 2169 78 2091 243 67 357564 223 1848 3164 54 225 123 712 347366 1222 183 158 10198 1136 2939 4925 1243 214 1783 489 102 1294 77 57 346144 26724 102 80 1029 5953 5273 3682 2523 319420 1156 301652 5248 1778 17768 1039 45 994 1118 20771 1159 3470 internal_count=363096 199 55 362897 144 5333 2169 78 2091 243 67 357564 223 1848 3164 54 225 123 712 347366 1222 183 158 10198 1136 2939 4925 1243 214 1783 489 102 1294 77 57 346144 26724 102 80 1029 5953 5273 3682 2523 319420 1156 301652 5248 1778 17768 1039 45 994 1118 20771 1159 3470 cat_boundaries=0 7 8 9 13 19 26 31 32 37 38 45 51 52 59 64 cat_threshold=9486848 134217728 67109136 65536 0 16384 128 2705 3904 8388608 262148 0 1073741824 137462944 1208320580 67637521 67109377 12669952 16384 203752612 1082394112 168825856 1111752704 12652544 2 4 3145728 134217792 16 0 20480 28 135299584 1310784 67113296 40960 128 2697 1073741824 98308 2415922689 1077150000 578857472 2424334400 2 0 0 0 0 2048 24576 2434 2425860 1073778208 404226560 1075184129 2151699713 2048 192 1152 1208221696 256 1 66560 is_linear=0 shrinkage=0.01 Tree=150 num_leaves=46 num_cat=1 split_feature=2 9 0 10 0 1 4 6 2 4 0 24 13 9 1 6 1 0 18 2 0 1 1 9 1 3 1 4 5 3 3 6 5 0 4 1 6 0 0 8 8 3 7 3 19 split_gain=1.02044e+08 1.72694e+08 4.18738e+07 2.9775e+07 4.97658e+07 1.74023e+07 2.58775e+07 1.66004e+07 1.41682e+07 1.40946e+07 1.29465e+07 1.15288e+07 1.26221e+07 1.0292e+07 1.79338e+07 9.68251e+06 8.1791e+06 7.75485e+06 6.4761e+06 6.36029e+06 5.16412e+06 4.35625e+06 3.40606e+06 4.94169e+06 3.40868e+07 3.60486e+06 7.5866e+06 3.36021e+06 2.9181e+06 8.27951e+06 3.17231e+06 2.64129e+06 2.53231e+06 2.30122e+06 2.2714e+06 2.09763e+06 1.87424e+06 1.71486e+06 1.18378e+06 1.14003e+06 1.07883e+06 1.02251e+06 992634 1.28116e+06 903184 threshold=2682.0900000000006 2854.0889000000006 591.40200000000016 11.273000000000001 1884.2950000000003 1892.2623000000001 2693.9010000000007 1529.30718 94.257500000000007 508.93250000000006 1117.6621800000003 0 1175.575 347.47000000000003 2781.5828000000006 1937.6795000000002 137.46340000000004 1117.6621800000003 8.6850000000000005 1827.1555000000001 688.40820000000008 263.08925000000005 26.019500000000004 395.07800000000003 39.031250000000007 698.94000000000005 786.89439000000004 431.10050000000007 584.10300000000018 122.68200000000002 1493.1141200000004 1324.2200000000003 1561.8224400000001 2778.6210000000005 7.273200000000001 1892.2623000000001 1136.6981000000003 21.467000000000002 22.611000000000004 1973.6620000000003 2971.7767500000004 748.6165000000002 2822.9627650000007 2725.8677800000005 701.28250000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 4 20 11 10 -5 22 21 -7 12 16 14 -12 28 18 -18 -4 27 34 37 39 25 -25 38 -27 33 30 -30 -11 35 -29 -13 -2 -23 -26 41 -24 42 -41 -10 43 -1 -39 right_child=1 -3 5 7 -6 6 -8 -9 9 15 13 19 -14 -15 -16 -17 17 -19 -20 -21 -22 31 23 24 36 26 -28 32 29 -31 -32 -33 -34 -35 -36 -37 -38 44 -40 40 -42 -43 -44 -45 -46 leaf_value=-0.032153657533327884 2.5267165707003687 33.015986195439879 0.52453196986485096 2.46798351090295 17.60771234327747 11.281692063258244 -5.4868519010997954 -8.330061044692993 0.032425100118712746 0.88656707182054861 2.0235925942880137 -0.049583909445946373 7.8548097761939548 0.17736914607456755 14.517195674896241 7.7397256469726567 1.6506942768058173 4.2317390677398379 4.9133239470587835 5.2105244768582866 6.3371312866210943 0.7460848903345475 0.017403959784406224 13.96584539794922 0.30188638724007849 0.57352506226963473 6.6867081051111228 1.5115272031548761 6.7829429811901516 1.5246125863107403 4.8485084570021852 3.5875251030921937 -1.7817162110255316 -2.9771270026027095 -1.7327743312290735 -1.6354833321822317 3.4651976089477543 0.31213662867850006 0.18281394730639319 2.4171129458659406 -0.050435920603135058 1.1311545366464659 1.7871000343958536 2.3280686088230302 2.0543961134354274 leaf_weight=328276 31 23 509 35 31 39 21 24 5605 537 27 654 34 35 20 25 323 182 36 26 25 1382 13412 20 295 108 25 229 36 178 21 32 26 28 21 38 20 3634 6387 37 34 86 30 23 30 leaf_count=328276 31 23 509 35 31 39 21 24 5605 537 27 654 34 35 20 25 323 182 36 26 25 1382 13412 20 295 108 25 229 36 178 21 32 26 28 21 38 20 3634 6387 37 34 86 30 23 30 internal_value=0 7.32649 -0.00396501 3.78841 6.90933 1.37494 4.76022 -1.92444 -0.0123432 0.331409 6.53863 1.1401 1.84121 4.28279 7.34002 1.61476 1.66402 2.58089 0.814434 0.328367 2.60218 0.236763 -0.0237836 0.10203 1.3065 0.0817862 1.72262 0.196401 1.41641 2.40919 1.03567 0.746379 1.17575 -0.169776 0.806538 0.682353 0.502732 0.157665 0.0707639 -0.0315481 1.23547 0.0490286 -0.0318221 -0.0319883 0.326402 internal_weight=0 190 362460 167 108 2189 142 59 360271 11604 121 2047 1084 82 47 797 1050 505 545 963 77 10807 348667 20267 335 19932 133 937 772 214 558 1452 255 682 52 1420 315 9355 19799 328400 71 5691 328329 328299 3664 internal_count=362650 190 362460 167 108 2189 142 59 360271 11604 121 2047 1084 82 47 797 1050 505 545 963 77 10807 348667 20267 335 19932 133 937 772 214 558 1452 255 682 52 1420 315 9355 19799 328400 71 5691 328329 328299 3664 cat_boundaries=0 1 cat_threshold=3126 is_linear=0 shrinkage=0.01 Tree=151 num_leaves=48 num_cat=2 split_feature=2 9 26 0 0 6 1 4 2 4 8 0 24 13 6 8 3 1 26 2 12 1 24 1 9 1 3 1 4 5 3 3 6 5 0 1 5 6 0 0 8 26 3 7 3 19 7 split_gain=1.00013e+08 1.69257e+08 5.05891e+07 6.68958e+07 4.10405e+07 1.98805e+07 1.7056e+07 2.53887e+07 1.38863e+07 1.38141e+07 1.22508e+07 1.25172e+07 1.12994e+07 1.23709e+07 9.48983e+06 8.8785e+06 8.35425e+06 8.01634e+06 8.08804e+06 6.23372e+06 5.52345e+06 4.26956e+06 4.12213e+06 3.33828e+06 4.84335e+06 3.34085e+07 3.53312e+06 7.43562e+06 3.29334e+06 2.86003e+06 8.11474e+06 3.10918e+06 2.58872e+06 2.48191e+06 2.25542e+06 2.05589e+06 1.87016e+06 1.83694e+06 1.68074e+06 1.16022e+06 1.11735e+06 1.24566e+06 1.00216e+06 972881 1.25566e+06 885211 23549.8 threshold=2682.0900000000006 2854.0889000000006 2022.5000000000002 1884.2950000000003 591.40200000000016 1529.30718 1892.2623000000001 1888.1190000000004 94.257500000000007 508.93250000000006 71.893140000000002 1117.6621800000003 0 1175.575 1937.6795000000002 16.634500000000006 26.141250000000007 137.46340000000004 2022.5000000000002 1827.1555000000001 584.10300000000018 263.08925000000005 1 26.019500000000004 395.07800000000003 39.031250000000007 698.94000000000005 786.89439000000004 431.10050000000007 584.10300000000018 122.68200000000002 1493.1141200000004 1324.2200000000003 1561.8224400000001 2778.6210000000005 1892.2623000000001 367.52900000000005 1136.6981000000003 21.467000000000002 22.611000000000004 1973.6620000000003 2022.5000000000002 748.6165000000002 2822.9627650000007 2725.8677800000005 701.28250000000014 138.43000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 36 8 15 12 10 23 21 11 -8 13 17 29 -4 -13 22 -19 28 -12 38 -6 40 26 -26 39 -28 34 31 -31 -11 35 -30 -14 -23 -2 -27 42 -25 43 -42 -10 44 -1 -40 -43 right_child=1 -3 5 -5 6 -7 7 -9 9 14 20 16 19 -15 -16 -17 -18 18 -20 -21 -22 32 -24 24 25 37 27 -29 33 30 -32 -33 -34 -35 -36 -37 -38 -39 45 -41 41 46 -44 -45 -46 -47 -48 leaf_value=-0.031832119384775273 4.3268802926199781 32.685825978154725 -2.8686342457362581 21.842012590680802 2.3029223740619162 -9.6911309217370079 16.321171093895323 -2.6806120343889508 0.032100849090039463 0.87770140471627145 -0.54638560885474796 11.357179471969605 -0.049088072076849988 7.7762618063477911 7.6623283134460456 4.8420223201811314 2.2170199341773986 3.8081550686920389 1.2769507981216908 5.1584191938546988 6.4103342437744146 0.73862403733003479 0.28483487304535626 0.017229919950055413 13.826187425613403 0.29886752849716253 0.56778981464880485 6.6198409887313847 1.4964119107129792 6.7151137068536553 1.509366479576304 4.8000234894525438 3.5516498935222627 -1.7638990299518293 -2.9473557754925319 -1.6191284541079873 0.55212028685070225 3.4305457897186278 0.30901526232345883 0.18098580843128922 3.1366108471414318 0.49343311309814453 1.1198430522098097 1.7692290210723878 2.3047878746364425 2.0338522204160689 0.044149668693542476 leaf_weight=328276 35 23 28 28 128 23 21 35 5605 537 21 20 654 34 25 32 20 255 250 26 25 1382 417 13412 20 295 108 25 229 36 178 21 32 26 28 38 21 20 3634 6387 23 28 86 30 23 30 20 leaf_count=328276 35 23 28 28 128 23 21 35 5605 537 21 20 654 34 25 32 20 255 250 26 25 1382 417 13412 20 295 108 25 229 36 178 21 32 26 28 38 21 20 3634 6387 23 28 86 30 23 30 20 internal_value=0 7.25322 3.75053 9.22157 -0.00392536 -1.78642 1.36119 4.71262 -0.0122198 0.328095 7.13096 10.0693 1.1287 1.8228 1.59861 1.24372 6.7871 1.64738 2.55508 0.325084 3.23444 0.234396 0.80629 -0.0235458 0.10101 1.29343 0.0809684 1.70539 0.194437 1.40225 2.3851 1.02532 0.738915 1.16399 -0.168079 0.675529 2.91135 0.497704 0.156089 0.0700563 -0.0312326 1.22312 0.0485384 -0.0315039 -0.0316684 0.323138 0.306232 internal_weight=0 190 167 84 362460 83 2189 142 360271 11604 107 61 2047 1084 797 60 40 1050 505 963 46 10807 545 348667 20267 335 19932 133 937 772 214 558 1452 255 682 1420 56 315 9355 19799 328400 71 5691 328329 328299 3664 48 internal_count=362650 190 167 84 362460 83 2189 142 360271 11604 107 61 2047 1084 797 60 40 1050 505 963 46 10807 545 348667 20267 335 19932 133 937 772 214 558 1452 255 682 1420 56 315 9355 19799 328400 71 5691 328329 328299 3664 48 cat_boundaries=0 1 2 cat_threshold=3126 2 is_linear=0 shrinkage=0.01 Tree=152 num_leaves=53 num_cat=10 split_feature=2 7 0 6 0 25 24 4 0 2 4 3 3 4 6 15 2 6 3 20 0 0 10 6 25 24 4 26 26 11 25 10 7 2 5 4 4 2 6 25 2 7 26 3 0 25 25 25 6 25 3 11 split_gain=9.80231e+07 1.58795e+08 4.02308e+07 2.55686e+07 5.08231e+07 2.11894e+07 1.79363e+07 2.35289e+07 3.88943e+07 1.361e+07 1.35471e+07 1.32914e+07 1.12584e+07 1.07793e+07 9.96434e+06 9.16834e+06 8.46059e+06 1.27441e+07 8.17941e+06 7.38683e+06 4.42842e+06 4.33816e+06 4.16069e+06 4.83125e+06 3.88838e+06 3.29485e+06 3.26859e+06 3.18785e+06 3.15572e+06 2.96975e+06 8.63371e+06 4.27063e+07 3.3107e+06 2.91363e+06 2.87392e+06 2.58583e+06 2.54703e+06 2.40227e+06 2.39303e+06 2.04593e+06 1.85715e+06 1.79632e+06 1.5489e+06 1.47781e+06 1.44012e+06 1.36163e+06 1.0815e+06 1.0393e+06 1.16367e+06 429059 350841 99634.8 threshold=2682.0900000000006 2822.9627650000007 591.40200000000016 14.471750000000002 1519.5755740000002 0 1 3.6423000000000001 2778.6210000000005 94.257500000000007 559.40605000000016 1890.7105500000002 991.56000000000017 480.67500000000001 1937.6795000000002 658.42365500000005 1468.575 1937.6795000000002 571.90530000000001 596.80275000000006 56.606000000000002 2778.6210000000005 182.36317500000004 652.29725000000008 2 3 680.56950000000018 2022.5000000000002 2022.5000000000002 73.496500000000012 4 65.17719000000001 2822.9627650000007 223.62625000000003 1312.9050000000002 1888.1190000000004 1522.8167500000002 1107.4580000000003 1324.2200000000003 5 145.58000000000001 519.7600000000001 2022.5000000000002 36.57898500000001 14.956000000000001 6 7 8 293.37750000000005 9 748.6165000000002 401.02700000000004 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 9 9 2 9 2 2 left_child=2 3 9 4 28 6 7 8 18 29 20 12 -5 22 25 35 26 -18 -4 21 47 33 40 -24 38 36 -15 -23 -2 32 31 51 39 46 -35 -9 -12 -26 -22 42 -8 -27 -1 49 -41 -45 -7 48 -11 -32 -49 -31 right_child=1 -3 5 11 -6 19 13 15 -10 10 14 -13 -14 16 -16 -17 17 -19 -20 -21 24 27 23 -25 37 41 -28 -29 -30 30 43 -33 -34 34 -36 -37 -38 -39 -40 44 -42 -43 -44 45 -46 -47 -48 50 -50 -51 -52 -53 leaf_value=0.11477633697021274 3.5852197612415662 26.419308785574778 4.0618269054002543 -2.6589759247878506 18.925844039916992 0.8480806220096091 -0.89117750627478376 1.2565674735307695 18.048571078491211 0.14999208344697157 0.46550314239577617 -7.7236752252993384 6.8276731560447006 3.974804150047949 7.9985204950968418 7.9554082679748541 9.9671599339076451 -0.039450001239776614 10.537521314187485 4.8597793562752862 1.1151320313762023 -5.1144093176034779 0.5339712190628052 5.3437038426245413 0.32012216904441054 1.7573672328067989 1.2345460490720819 -0.0035177564620971682 -1.1804495922724407 0.12511641892867212 0.46096086598494473 16.310627808570864 3.4111412753377643 0.8420278551691287 4.3728335372924807 -2.4826521283104306 2.929017555117607 2.1085099980738256 4.4698686811057007 -0.041647325135405908 0.68347975277509843 3.4090732005699391 -0.023941289498348547 -0.14856504417227015 0.039851467033165007 0.55032335645815433 -0.21317013980184985 -0.058823399668491198 0.80099368117875114 0.025008320766297311 0.73978511043957296 0.90112432525271458 leaf_weight=16776 33 35 172 29 24 105 194 155 25 3637 334 23 22 59 24 20 35 20 22 35 635 26 64 31 3060 205 166 23 24 78 228 20 28 296 25 21 48 77 22 286502 122 97 15474 358 23457 1257 573 3112 297 4468 56 21 leaf_count=16776 33 35 172 29 24 105 194 155 25 3637 334 23 22 59 24 20 35 20 22 35 635 26 64 31 3060 205 166 23 24 78 228 20 28 296 25 21 48 77 22 286502 122 97 15474 358 23457 1257 573 3112 297 4468 56 21 internal_value=0 7.18069 -0.00388539 2.83649 6.71854 1.34769 2.31295 3.96098 6.30901 -0.0120976 0.324814 -1.41278 1.4333 1.28079 1.66522 1.53949 2.81253 6.32839 4.79618 0.337465 0.237717 0.189653 0.268431 2.10346 0.513541 1.443 1.9531 -2.71542 1.57862 -0.0233103 0.189608 2.75113 -0.0273106 0.332144 1.11701 0.810411 0.755283 0.362863 1.20906 -0.027592 -0.28324 2.21455 0.0482027 0.136732 -0.0354785 0.397887 -0.0394527 0.0903669 0.198635 0.0472095 -0.0445659 0.289724 internal_weight=0 190 362460 155 81 2189 1106 415 219 360271 11604 74 51 691 708 196 280 55 194 1083 10896 1048 411 95 3794 684 225 49 57 348667 6430 119 342237 999 321 176 382 3137 657 342209 316 302 32250 6311 309959 1615 678 7102 3934 4696 3168 99 internal_count=362650 190 362460 155 81 2189 1106 415 219 360271 11604 74 51 691 708 196 280 55 194 1083 10896 1048 411 95 3794 684 225 49 57 348667 6430 119 342237 999 321 176 382 3137 657 342209 316 302 32250 6311 309959 1615 678 7102 3934 4696 3168 99 cat_boundaries=0 7 8 13 14 19 26 33 37 44 50 cat_threshold=9470464 134217728 67108880 1073807360 4210688 16384 128 54 67141632 134479936 67108864 0 16384 2730 8388608 0 0 0 1024 3221258240 98308 80 3260023328 41978384 2227333312 2 67108864 1120 1573392 1073741825 0 0 128 134479872 4 4096 67108864 136627712 1074102788 134222080 1140851200 12670208 16642 128 32 64 1048576 71303168 8388608 256 is_linear=0 shrinkage=0.01 Tree=153 num_leaves=48 num_cat=13 split_feature=3 8 0 25 4 1 9 1 20 0 4 1 6 25 24 8 25 0 4 9 14 0 7 7 11 1 6 1 4 0 25 6 8 25 1 0 25 24 14 25 24 0 25 14 25 25 6 split_gain=8.83582e+07 1.32176e+08 4.63377e+07 2.84696e+07 4.20405e+07 7.78799e+07 2.10956e+07 3.89905e+07 2.0079e+07 1.39179e+07 1.31096e+07 1.27323e+07 1.11142e+07 1.06767e+07 8.11339e+06 7.83477e+06 7.40194e+06 5.5402e+06 5.0964e+06 4.55194e+06 6.26297e+06 3.89603e+06 3.4408e+06 6.43377e+06 3.99824e+07 3.40303e+06 3.00471e+06 2.85489e+06 2.85404e+06 2.41033e+06 2.19166e+06 2.05934e+06 2.04247e+06 1.97387e+06 1.87435e+06 1.83242e+06 1.72632e+06 1.49667e+06 1.34816e+06 1.1667e+06 1.04084e+06 932661 1.08183e+06 869515 837444 666279 11099.4 threshold=2725.8677800000005 2971.7767500000004 591.40200000000016 0 3.6423000000000001 860.12500000000011 148.55550000000002 1892.2623000000001 1404.0075000000002 1275.1415000000002 1522.8167500000002 116.83499300000001 1937.6795000000002 1 2 1350.3896175000002 3 104.01000000000001 285.32900000000006 712.7850000000002 118.98325000000003 2778.6210000000005 28.915000000000003 29.384150000000005 43.314087500000007 2781.5828000000006 155.78 402.26250000000005 559.40605000000016 48.938116000000008 4 420.87650000000008 581.43500000000006 5 61.215000000000003 747.41500000000008 6 7 130.17950000000002 8 9 14.956000000000001 10 233.08200000000002 11 12 32.883000000000003 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 9 1 2 9 1 2 9 2 9 9 2 left_child=2 6 11 4 5 9 7 18 13 35 -8 22 16 14 32 -16 25 -14 -2 27 -21 37 36 24 46 28 38 34 -13 39 -28 -29 -5 -31 -6 -4 40 -15 -25 -18 43 44 -43 -1 -38 -42 -24 right_child=1 -3 3 8 19 -7 10 -9 -10 -11 -12 12 17 21 15 -17 29 -19 -20 20 -22 -23 23 26 -26 -27 30 31 -30 33 -32 -33 -34 -35 -36 -37 41 -39 -40 -41 45 42 -44 -45 -46 -47 -48 leaf_value=0.10813551202883655 4.3438278286273668 27.113771054404125 3.8546672058105469 -0.49727625786385887 0.20952791947584884 26.092712068972382 2.4509114298327215 17.090972910126052 10.321603522922683 11.347521127354014 -7.923666231972831 0.63075305976697416 1.1518926943265475 0.78148930154936136 1.7262756166467037 5.0267483723314506 0.16606141568627208 7.2840322763779577 -1.5130206569035849 8.3267913017272956 0.41289918041229251 -3.0624860763549804 -0.14981401952634374 0.033912395459724014 15.340943775415422 4.8066235051836292 1.2299459032307771 -3.0874844874654497 1.6714204240240009 0.57440307731802265 0.31734659536019205 0.86120004272460937 1.4707268799526592 0.0093923461416462739 4.044423136043549 -0.15226455078125001 0.0011898612442287962 -0.14550563024110813 0.48816756772175218 -0.1420092461005403 -0.034076400649192998 0.10169799653137196 -0.040789064020860535 1.1881906100908917 -0.047982628121604969 0.13557610183027632 0.10753212247576033 leaf_weight=12135 39 28 21 205 26 23 29 24 23 22 21 2069 26 257 803 79 2702 34 24 20 20 39 83 12970 20 21 329 28 302 1910 1301 25 71 923 25 25 40379 497 688 2239 14186 10229 11104 75 243774 2756 21 leaf_count=12135 39 28 21 205 26 23 29 24 23 22 21 2069 26 257 803 79 2702 34 24 20 20 39 83 12970 20 21 329 28 302 1910 1301 25 71 923 25 25 40379 497 688 2239 14186 10229 11104 75 243774 2756 21 internal_value=0 7.31603 -0.00344986 1.44047 4.66674 10.1859 3.26978 6.2446 1.02754 4.80569 -1.90641 -0.0123031 0.335511 0.92324 1.52893 1.99923 0.310184 4.62677 2.11265 1.503 4.36985 0.0192395 -0.0224638 0.123627 2.39228 0.795477 0.105226 0.400372 0.763305 0.159635 0.511039 -1.2249 0.00867124 0.392382 2.08938 1.67699 -0.0291921 0.178894 0.0567948 0.0265088 0.0443246 -0.0362079 0.0275609 0.114676 -0.0409967 -0.00641488 -0.0978499 internal_weight=0 165 362485 2209 235 91 137 87 1974 68 50 360276 10226 1951 1158 882 10166 60 63 144 40 793 350050 15412 124 2392 15288 104 2371 7774 1630 53 276 2833 51 46 334638 754 13658 4941 29152 305486 21333 12210 284153 16942 104 internal_count=362650 165 362485 2209 235 91 137 87 1974 68 50 360276 10226 1951 1158 882 10166 60 63 144 40 793 350050 15412 124 2392 15288 104 2371 7774 1630 53 276 2833 51 46 334638 754 13658 4941 29152 305486 21333 12210 284153 16942 104 cat_boundaries=0 3 10 11 15 22 29 36 37 44 45 51 58 65 cat_threshold=9437696 0 16 33792 134481412 67112960 1073807360 4210688 16384 132 641 68190208 1073741824 68157760 262656 2129920 134217728 0 0 4096 0 128 136381952 142869568 134746112 1073741824 4214784 0 4 3221258240 98308 8388672 1112539184 41978384 2227398848 2 1570 134497408 295428 34083344 1682964481 12662080 16640 128 1047 144002564 135532128 1053456 303104 2151678208 2 536870916 1090519120 2417040513 2217026560 537015296 268468230 4 3221258240 32772 8388672 1073741856 16 10368 2 is_linear=0 shrinkage=0.01 Tree=154 num_leaves=57 num_cat=12 split_feature=2 7 2 6 4 3 26 4 3 5 25 7 4 24 5 2 2 25 2 25 24 3 8 12 13 25 4 3 5 3 25 24 26 8 4 8 4 6 25 25 20 3 24 3 11 3 3 15 12 5 6 8 2 2 25 4 split_gain=9.46054e+07 1.54271e+08 3.16985e+07 2.5042e+07 1.62198e+07 1.31608e+07 1.2747e+07 1.47067e+07 1.09858e+07 1.01518e+07 7.87295e+06 1.66261e+07 1.56397e+07 1.34821e+07 2.4331e+07 4.69161e+06 4.4104e+06 8.79003e+06 9.47786e+07 4.26123e+06 5.0482e+06 9.11394e+06 4.72756e+06 4.09972e+06 5.50705e+06 4.05519e+06 4.78473e+06 3.65246e+06 3.14888e+06 3.07168e+06 2.72817e+06 4.15399e+06 5.68823e+06 2.70138e+06 2.61155e+06 2.01359e+06 1.90283e+06 1.56845e+06 1.47991e+06 1.46632e+06 2.93722e+06 2.73621e+06 1.45326e+06 1.16956e+06 1.12534e+06 1.7239e+06 1.11478e+06 1.10293e+06 769550 1.31987e+06 500278 404390 289717 224180 214794 110855 threshold=2682.0900000000006 2822.9627650000007 522.27250000000015 14.471750000000002 559.40605000000016 1890.7105500000002 2022.5000000000002 7.273200000000001 991.56000000000017 236.84755000000004 0 1306.1250000000002 2693.9010000000007 1 1561.8224400000001 104.01000000000001 26.254000000000001 2 30.001000000000001 3 4 991.56000000000017 1581.7937000000002 207.36964000000003 543.80570000000012 5 680.56950000000018 648.27500000000009 1561.8224400000001 1493.1141200000004 6 7 2022.5000000000002 380.1882500000001 680.56950000000018 1973.6620000000003 285.32900000000006 1529.30718 8 9 356.38556250000005 1282.3492500000004 10 815.10500000000013 160.20298100000002 815.10500000000013 112.56150000000001 1947.7010000000002 166.64000000000001 90.885000000000005 29.017875000000007 1017.6571000000002 967.39580000000012 275.80000000000001 11 79.095500000000015 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 9 2 9 1 2 2 2 2 9 2 2 2 2 9 1 2 2 2 2 2 2 9 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 left_child=2 3 9 6 19 8 7 -2 -5 16 11 23 13 14 -12 39 30 18 -18 20 21 46 42 27 -25 26 33 -6 -15 34 31 32 -1 -17 -19 -33 -31 38 -27 40 41 -11 -22 48 47 -46 -4 -32 52 -50 54 -52 -21 -20 -41 -45 right_child=1 -3 4 5 10 -7 -8 -9 -10 15 12 -13 -14 28 -16 25 17 29 53 43 22 -23 -24 24 -26 37 -28 -29 -30 36 44 35 -34 -35 -36 -37 -38 -39 -40 50 -42 -43 -44 55 45 -47 -48 -49 49 -51 51 -53 -54 -55 -56 -57 leaf_value=0.44430792098360672 13.935395788377333 26.016974491664342 0.74276055985308698 -2.6431242488992628 0.1037277454800076 -7.7125684373275094 1.1565611716679165 3.2447525440562859 6.7279969172044227 0.3502471726448268 3.2077324132485825 10.639140076107449 -4.7794169975729552 1.3904504922678071 14.965458124334162 1.1678060411214828 22.916025146484376 0.083700306125197951 -0.027179786907302012 0.19545883247271142 0.0078918003012205806 9.093690854935419 5.1695745404561366 9.2375695037841794 2.5606783765157064 1.0930604111195894 7.3476222085952756 4.1503975727683624 -1.861233579411226 4.6289583110809325 -0.038117981225337175 -0.012199781265082168 -0.030275094948017753 5.276774304866791 1.2017824493878262 2.7720004602578969 0.55738621191544968 2.9905200490643904 0.37039962395057757 -0.34852058518086382 3.2278512361175138 3.7565616060296696 0.9112463238907863 -1.9832429059346519 0.1892565548530262 3.0732127300898235 2.757939479784532 2.0215942382812502 -0.90265376499720984 2.1229613984926887 0.23246524509401004 1.4689316272735595 -0.28030742082190008 1.0888155244141817 -0.0065349467004221827 -0.97519190692901614 leaf_weight=5504 31 35 47 29 54 23 28 22 22 1354 88 36 34 240 22 80 20 21054 180 401 252 21 24 21 30 547 20 38 34 24 294409 27931 4667 20 211 26 22 31 652 223 38 24 668 24 1594 21 66 26 21 46 478 28 188 20 881 20 leaf_count=5504 31 35 47 29 54 23 28 22 22 1354 88 36 34 240 22 80 20 21054 180 401 252 21 24 21 30 547 20 38 34 24 294409 27931 4667 20 211 26 22 31 652 223 38 24 668 24 1594 21 66 26 21 46 478 28 188 20 881 20 internal_value=0 7.0544 -0.00381556 2.77253 1.14767 -1.43275 6.61439 9.49777 1.39932 -0.0114104 2.57384 4.32346 1.68095 2.29674 5.096 0.467305 -0.0172997 0.121423 2.06611 0.66881 1.0587 2.83265 0.779835 3.03584 5.30999 0.957524 2.66086 1.77518 0.952205 0.100331 -0.0262375 0.0533719 0.226321 1.9896 0.0947944 -0.00960704 2.68168 0.763504 0.712293 0.248602 0.481803 0.409573 0.673796 0.0525071 -0.0364909 0.226757 1.91977 -0.0379361 0.159118 1.17463 0.0402596 0.300886 0.0436014 0.0844197 -0.0788297 -1.52504 internal_weight=0 190 362460 155 2375 74 81 53 51 360085 597 179 418 384 110 4376 355709 21531 220 1778 1078 134 944 143 51 1350 120 92 274 21311 334178 38128 10171 100 21265 27957 46 1230 1199 3026 1416 1378 920 700 296050 1615 113 294435 656 67 1610 506 589 200 1104 44 internal_count=362650 190 362460 155 2375 74 81 53 51 360085 597 179 418 384 110 4376 355709 21531 220 1778 1078 134 944 143 51 1350 120 92 274 21311 334178 38128 10171 100 21265 27957 46 1230 1199 3026 1416 1378 920 700 296050 1615 113 294435 656 67 1610 506 589 200 1104 44 cat_boundaries=0 7 8 9 14 15 22 29 30 35 42 43 49 cat_threshold=32768 0 0 0 0 0 128 3328 8388608 1345024 134546436 1052944 1141899265 4198400 16 68157440 64 0 0 4096 0 4 3222306816 98308 4177 1111556128 41979393 2227200192 2 7 136676864 134479872 0 1 4194304 10520064 1073776160 1573712 3288399872 0 2 4 385 2685403268 65540 1 4194304 4195328 128 is_linear=0 shrinkage=0.01 Tree=155 num_leaves=55 num_cat=8 split_feature=3 2 10 0 25 0 3 2 25 1 5 9 7 14 25 1 11 16 2 0 2 9 25 2 1 11 3 7 0 0 20 5 9 20 19 25 25 11 9 7 3 11 7 3 19 10 25 9 0 3 26 0 25 7 split_gain=1.18946e+08 2.45964e+08 1.04559e+08 4.45685e+07 3.40738e+07 6.1474e+07 1.23354e+07 1.03919e+07 9.58746e+06 9.02788e+06 7.763e+06 7.39047e+06 1.90984e+07 7.29124e+06 6.32363e+06 1.09431e+07 5.83361e+06 7.44329e+06 4.90543e+06 1.01439e+07 4.18187e+06 3.96775e+06 1.00996e+07 5.35735e+07 3.02688e+06 2.86897e+06 4.23609e+06 2.8077e+06 3.13474e+06 2.71458e+06 2.66943e+06 2.53981e+06 2.43833e+06 2.30431e+06 2.78549e+06 2.26404e+06 2.07185e+06 1.88503e+06 1.56488e+06 1.5258e+06 1.71901e+06 1.4678e+06 1.44562e+06 1.42866e+06 1.41659e+06 1.40157e+06 1.33244e+06 1.23529e+06 1.19919e+06 1.18677e+06 979272 793831 779580 416169 threshold=2725.8677800000005 2682.0900000000006 148.74825000000001 635.46050000000014 0 2778.6210000000005 92.623500000000021 1107.4580000000003 1 424.16250000000008 2871.8940000000007 309.41100000000012 112.55400000000002 513.76160000000016 2 1461.4925000000003 1230.4050000000002 31.161000000000005 160.20298100000002 1117.6621800000003 251.15409550000004 375.64974000000007 3 27.046500000000005 228.79050000000004 304.87800000000004 166.37775000000002 33.007500000000007 1884.2950000000003 13.740500000000003 628.46101050000004 58.590262500000009 712.7850000000002 16.038500000000003 287.63200000000006 4 5 263.21000000000004 1022.5259020000002 762.97500000000002 648.27500000000009 291.60000000000008 2822.9627650000007 991.56000000000017 485.3875000000001 1058.8682400000002 6 2854.0889000000006 4.4014000000000015 1118.1025000000002 2022.5000000000002 992.19979999999998 7 71.939535000000021 decision_type=2 2 2 2 9 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 left_child=3 11 -3 6 5 7 21 18 10 20 16 12 24 -13 15 43 30 -18 19 -5 36 29 23 31 -2 49 -27 28 51 42 -6 -23 -20 38 -35 45 37 -8 -29 44 -41 47 46 -11 -22 -31 -1 -24 -43 -16 -30 -10 -37 -38 right_child=1 2 -4 4 8 -7 9 -9 27 14 -12 13 -14 -15 25 -17 17 -19 32 -21 39 22 41 -25 -26 26 -28 33 50 35 -32 -33 -34 34 -36 52 53 -39 -40 40 -42 48 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 leaf_value=0.047877498230343311 -1.1704741350809733 44.11385378750888 13.283078835227272 1.6576949586290304 1.1846758792048371 20.769255885248601 0.24758295910752509 8.5567553626789774 0.41520774743225003 1.5201290300152241 6.8547987488337929 -5.6690775537490845 11.393764809199743 2.3009992959282615 0.54078163497799625 7.9166891242476076 1.0060666766919588 7.2248238128270863 -0.75321317779774577 8.4480439781420156 0.5895720440792579 -0.059358172374963769 0.0025768137892293193 17.904734833467575 3.4083262616937811 6.0385276440211708 1.2731910884308959 0.29677063844669826 -3.1315403245135052 0.17954016254385061 4.171138539468088 3.8443386712074279 3.3901949210166933 5.8040700585501535 0.76670599025228758 0.045856924267436587 -0.038884622746539046 1.0668491172313492 2.8842782769379798 2.7716219655360494 -0.19863558804547346 0.31653200779146362 2.2386492834772382 3.8990032898968661 2.6887789146827932 2.7655509822993056 -0.038763399968966029 2.4541756906963532 1.9484805266857148 -0.92015267002967094 -0.81724522937427868 -0.37916972032574381 -0.093360739851985286 0.21353769170610531 leaf_weight=18856 42 22 22 66 867 23 3841 34 316 195 28 24 21 22 539 34 38 39 49 33 1243 100 965 21 22 21 167 174 41 10517 31 20 20 21 23 12353 4043 303 27 70 27 103 28 29 33 21 300976 21 80 62 33 209 5952 779 leaf_count=18856 42 22 22 66 867 23 3841 34 316 195 28 24 21 22 539 34 38 39 49 33 1243 100 965 21 22 21 167 174 41 10517 31 20 20 21 23 12353 4043 303 27 70 27 103 28 29 33 21 300976 21 80 62 33 209 5952 779 internal_value=0 8.24222 28.6985 -0.00409231 1.45835 5.0541 -0.0124769 3.51495 0.987605 0.311444 1.64694 1.37142 3.11873 -1.8573 1.1963 2.53233 1.51427 4.15583 2.49458 3.92114 0.221837 -0.0230141 0.526302 2.95994 0.403489 0.718228 1.80549 0.193946 -0.172626 -0.0250778 1.28777 0.591258 0.447775 1.0981 3.1709 0.0678367 0.143136 0.306746 0.644346 0.735774 1.94485 0.205687 -0.0334562 1.82811 0.643862 0.184518 -0.0336551 0.0547914 1.02995 0.39007 -2.09949 0.0989699 0.000563059 0.00189059 internal_weight=0 175 44 363471 2072 225 361399 202 1847 11386 1003 131 85 46 1047 258 975 77 168 99 10339 350013 1310 141 64 789 188 844 599 348703 898 120 69 245 44 28843 8966 4144 201 1373 97 1169 319860 224 1276 10538 319832 986 183 601 74 525 18305 4822 internal_count=363646 175 44 363471 2072 225 361399 202 1847 11386 1003 131 85 46 1047 258 975 77 168 99 10339 350013 1310 141 64 789 188 844 599 348703 898 120 69 245 44 28843 8966 4144 201 1373 97 1169 319860 224 1276 10538 319832 986 183 601 74 525 18305 4822 cat_boundaries=0 3 10 17 24 31 36 42 49 cat_threshold=9437696 0 16 295936 134217728 4096 1073741824 4210688 16384 132 134218752 134217792 134218000 0 0 0 132 8388608 262144 0 0 0 0 128 143706624 1209304644 68161856 1107329024 4194817 2112 64 154240544 1074103296 67637509 2248212480 4260865 2685403136 65540 2147485761 3294888240 546474496 2483053632 69534756 8390944 168362512 131585 2147504452 130 140 is_linear=0 shrinkage=0.01 Tree=156 num_leaves=52 num_cat=0 split_feature=3 2 10 1 2 3 2 1 4 26 2 9 9 3 10 18 2 6 10 26 9 15 15 8 4 6 9 11 1 13 6 2 18 4 1 1 9 18 4 17 3 20 10 12 10 15 2 11 26 4 8 split_gain=1.16579e+08 2.41069e+08 1.02478e+08 3.28701e+07 9.69161e+06 8.42571e+06 7.34859e+06 6.78781e+06 1.38776e+07 1.29502e+07 6.44011e+06 6.43232e+06 4.47593e+06 6.57373e+06 4.74381e+06 3.86486e+06 3.92446e+06 3.66725e+06 3.44023e+06 3.83881e+06 3.24985e+06 7.55324e+06 3.89542e+07 3.21281e+06 2.93161e+06 4.80089e+06 2.85202e+06 2.58964e+06 2.58685e+06 2.25095e+06 2.09366e+06 1.65648e+06 1.59177e+06 1.51987e+06 1.39212e+06 1.36753e+06 1.35509e+06 1.34221e+06 1.25991e+06 1.22679e+06 1.16069e+06 1.73971e+06 1.0896e+06 1.07574e+06 1.04174e+06 981956 973947 963094 955450 928410 356348 threshold=2725.8677800000005 2682.0900000000006 148.74825000000001 354.74564000000004 486.17193650000007 125.49685000000001 1271.7445000000002 2781.5828000000006 14.450258500000002 2022.5000000000002 251.15409550000004 463.8180000000001 754.45500000000004 1890.7105500000002 42.305000000000014 1022.0625000000001 2682.0900000000006 187.99950000000001 484.16250000000002 2022.5000000000002 375.64974000000007 4.5930000000000009 26.462330000000005 824.40500000000009 680.56950000000018 420.87650000000008 1972.2770000000003 231.49199999999999 367.00000000000006 942.81900000000007 155.78 549.23035000000016 761.11275000000012 45.377038500000005 56.702905000000008 11.926500000000003 463.8180000000001 306.66184900000007 47.395000000000003 1.4612500000000002 29.469600000000003 430.80850000000004 1159.6875000000002 707.90250000000015 724.82817100000011 434.53164150000009 35.562800000000003 443.6112050000001 2022.5000000000002 452.88000000000005 172.584 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 6 -3 5 7 20 11 18 9 -9 27 34 15 14 -14 16 31 -18 19 28 30 37 -23 29 25 -25 -16 33 -5 36 35 -6 45 50 -2 48 -12 49 -35 -24 44 -42 43 -32 -20 -29 -37 -21 -1 -22 -7 right_child=1 2 -4 4 12 10 -8 8 -10 -11 23 -13 13 -15 26 -17 17 -19 40 47 21 22 39 24 -26 -27 -28 32 -30 -31 42 -33 -34 38 -36 46 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 leaf_value=-0.01478742051678239 0.32891652358205697 43.672714566317474 13.150247913707387 2.6160978876255654 2.703678229609622 -0.010666485743090018 5.1328186019691264 11.25335070574725 -2.8773988325699515 1.2651354949951172 0.8510973496936538 -4.1444159514563426 6.9281388812065119 7.2813516210740614 2.537529615610838 -2.3227554773401331 7.4516929917108454 1.5418537902832032 -0.68916902215140208 -0.039613726851945169 -0.077832414522470042 15.006737044879369 1.7063981404982576 1.6423950568223611 0.27203113219317265 7.1279242148222748 -0.41374414443969726 0.91963143329597219 0.69769884865226151 3.4565743210166695 0.17337134867517207 1.1608076747187912 3.3293408813476559 2.7240471137653697 3.2675150891712734 0.011243533511976784 -0.16923157578384554 2.5014517857811671 0.31820109198778129 0.3441475851762863 2.3559012129937096 -0.75831782150268556 2.3275399994850159 1.7636082820005194 1.7020237752010949 -0.41177575692534446 0.15838229898291875 0.82896230610934174 -0.049423409898935622 1.187176920214007 0.37438678015023469 leaf_weight=161351 38 22 22 74 79 3930 37 27 23 25 1080 28 20 31 128 27 21 21 35 1190 903 21 109 39 34 27 44 412 1402 31 3964 584 25 22 28 21615 148 22 2057 168 174 20 24 43 38 64 5681 143 157277 62 256 leaf_count=161351 38 22 22 74 79 3930 37 27 23 25 1080 28 20 31 128 27 21 21 35 1190 903 21 109 39 34 27 44 412 1402 31 3964 584 25 22 28 21615 148 22 2057 168 174 20 24 43 38 64 5681 143 157277 62 256 internal_value=0 8.1598 28.4115 -0.0040514 0.885608 -0.0142164 1.35771 0.618144 3.59052 6.45132 0.304149 -0.128238 1.7681 3.00845 2.31855 1.39024 1.53244 4.49677 0.545671 0.442565 -0.0215809 0.480397 1.87569 0.932339 2.65756 3.88648 1.78255 0.177972 0.793879 0.795308 -0.0234241 1.34465 0.869796 0.122648 1.57559 -0.0260645 0.728126 0.0591228 0.34366 0.880196 1.6304 2.03485 0.203161 0.190437 0.555561 0.740619 0.0418669 0.0535643 -0.031884 0.0034428 0.0128819 internal_weight=0 175 44 363471 4106 359365 131 3151 75 52 8125 94 955 223 192 732 705 42 3076 2809 351240 1285 298 1359 100 66 172 6766 1476 1259 349955 663 501 6265 66 345924 1228 987 2079 277 267 194 4031 4007 73 476 27296 1333 318628 965 4186 internal_count=363646 175 44 363471 4106 359365 131 3151 75 52 8125 94 955 223 192 732 705 42 3076 2809 351240 1285 298 1359 100 66 172 6766 1476 1259 349955 663 501 6265 66 345924 1228 987 2079 277 267 194 4031 4007 73 476 27296 1333 318628 965 4186 is_linear=0 shrinkage=0.01 Tree=157 num_leaves=51 num_cat=9 split_feature=0 2 4 2 9 2 26 0 0 25 5 2 4 5 25 24 0 0 6 26 7 7 9 23 23 18 10 25 25 2 25 6 6 2 26 25 10 4 13 24 24 26 9 5 13 9 0 2 2 6 split_gain=1.06017e+08 8.61166e+07 1.63934e+08 3.4611e+07 3.19122e+07 1.82772e+07 1.91429e+07 1.2828e+07 1.06504e+07 9.27539e+06 1.14247e+07 8.7378e+06 6.89537e+06 6.73548e+06 5.47333e+06 7.43321e+06 2.07857e+07 9.66732e+06 5.52101e+06 4.16404e+06 3.73236e+06 6.12216e+06 3.84292e+07 3.28728e+06 5.04459e+06 3.12438e+06 2.6112e+06 2.32868e+06 2.12392e+06 2.45027e+06 2.03576e+06 2.00565e+06 1.98797e+06 1.9697e+06 3.05073e+06 1.82618e+06 2.72099e+06 1.81919e+06 1.6986e+06 1.61969e+06 1.54867e+06 1.22274e+06 1.10741e+06 1.05191e+06 1.05259e+06 901488 675306 649988 133570 5008.29 threshold=2778.6210000000005 2682.0900000000006 2693.9010000000007 385.09140000000008 2854.0889000000006 27.046500000000005 2022.5000000000002 127.53000000000002 174.79296150000002 0 2871.8940000000007 1107.4580000000003 2693.9010000000007 670.57570000000021 1 2 1117.6621800000003 1519.5755740000002 187.99950000000001 2022.5000000000002 28.915000000000003 29.384150000000005 50.651500000000006 8.5912500000000005 66.562500000000014 922.84650000000011 1330.1795 3 4 1468.575 5 177.55800000000002 814.10926000000006 581.81775000000005 2022.5000000000002 6 1564.7167200000001 480.67500000000001 636.58625000000018 7 8 2022.5000000000002 419.23800000000006 82.565600000000003 379.24000000000007 12.50445 4.4014000000000015 13.7904 440.27500000000003 32.883000000000003 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 9 9 2 9 2 2 2 2 9 2 2 2 1 1 2 2 2 2 2 2 2 2 2 left_child=3 5 -3 8 7 6 -2 28 20 10 11 -9 13 45 15 16 19 -18 40 -10 35 22 49 26 -25 -20 27 -16 33 32 31 -23 -30 48 -35 36 41 -31 39 -11 -17 -1 -40 46 -45 -7 -37 -32 -5 -22 right_child=1 2 -4 4 -6 12 -8 9 14 38 -12 -13 -14 -15 23 18 17 -19 25 -21 21 30 -24 24 -26 -27 -28 -29 29 37 47 -33 -34 34 -36 43 -38 -39 42 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51 leaf_value=0.11179807412871665 11.674863578982469 -3.558588214874268 33.40245853169759 0.78666289051373794 10.097820963357623 -1.9430012893676758 0.57254888153076178 1.3729541923473725 2.1777714744107475 -0.37418446349061057 9.526948535919189 3.3785409224235408 -4.6619564895629884 6.0105140209197998 0.31640448037764468 0.80211958330824862 13.112946929102359 3.6067167778015135 1.3370617826461098 -0.14802939711078522 -0.13415924114840372 0.20211757613756845 15.035648751646281 6.6425017104148871 -0.095546165466308591 5.2245565622503101 2.7965311128214787 -0.1314020634623379 0.26403233405070142 -0.41755668241766436 -0.023091395579271069 0.80543525291017348 2.1072894903675454 5.0649641358852389 0.45333992380362292 -0.042579539392316346 3.0600408503214518 -2.999044317187685 -3.1517291922569273 0.9192362198750178 -0.079808928900957116 -0.022553340364589319 -0.15211322747170924 0.095247390882674365 1.4281815993587177 1.0235188612937927 0.00832364768099823 0.13748204842933401 -0.2683629496892293 0.041919377088546754 leaf_weight=13988 41 20 30 24 38 21 25 824 203 128 20 295 20 26 3431 256 23 20 343 124 84 4300 20 20 25 22 38 1749 1434 158 7047 632 61 32 26 276167 30 33 20 365 790 13135 32 4699 60 20 28778 3925 24 20 leaf_count=13988 41 20 30 24 38 21 25 824 203 128 20 295 20 26 3431 256 23 20 343 124 84 4300 20 20 25 22 38 1749 1434 158 7047 632 61 32 26 276167 30 33 20 365 790 13135 32 4699 60 20 28778 3925 24 20 internal_value=0 7.22457 18.618 -0.00415675 0.983478 3.50121 7.46944 0.88384 -0.0137991 1.51051 2.01786 1.90168 0.490823 2.02897 0.37122 0.848986 2.09859 8.69144 0.508845 1.29582 -0.0214845 0.127609 2.34098 0.207537 2.89914 1.57138 0.184722 0.165562 0.294938 0.201783 0.110352 0.278863 0.339242 1.60608 2.99768 -0.0285785 0.0500458 -0.863573 0.405719 0.594475 0.142941 0.046735 -1.30581 -0.0354723 0.112053 -0.495918 -0.0377757 0.0343191 0.25915 -0.100298 internal_weight=0 203 50 363443 3514 153 66 3476 359929 1684 1139 1119 87 67 7044 1781 370 43 1411 327 352885 16028 124 5263 45 365 5218 5180 1792 1686 15904 4932 1495 106 58 336857 27153 191 545 493 1046 27123 52 309704 4759 41 304945 10972 48 104 internal_count=363646 203 50 363443 3514 153 66 3476 359929 1684 1139 1119 87 67 7044 1781 370 43 1411 327 352885 16028 124 5263 45 365 5218 5180 1792 1686 15904 4932 1495 106 58 336857 27153 191 545 493 1046 27123 52 309704 4759 41 304945 10972 48 104 cat_boundaries=0 7 13 14 21 25 32 38 39 40 cat_threshold=3196416 134480896 4368 0 16384 0 132 68191744 1216348672 67108880 65536 16448 16384 6 145031332 99692 169350400 1107296768 4195584 130 4 2147745792 1073742852 0 1048576 2284947588 1209008128 321 71303680 545280000 2048 128 537919488 360452 6209 3259236656 538086400 2214751296 196 80 is_linear=0 shrinkage=0.01 Tree=158 num_leaves=52 num_cat=13 split_feature=3 2 10 0 25 0 3 8 2 24 5 9 7 2 3 19 10 18 12 2 0 0 25 5 7 9 25 2 7 8 0 5 25 9 25 24 18 10 24 2 7 3 12 25 25 25 7 25 16 25 3 split_gain=1.12571e+08 2.3323e+08 1.00704e+08 4.24052e+07 3.31601e+07 5.99039e+07 1.16892e+07 1.09722e+07 1.00769e+07 7.70751e+06 9.37802e+06 7.20812e+06 1.8612e+07 7.023e+06 6.74332e+06 8.48237e+06 7.10343e+06 6.48291e+06 5.4972e+06 4.80689e+06 9.79915e+06 4.6588e+06 4.26649e+06 6.12138e+06 5.16517e+06 3.78773e+06 9.89701e+06 5.23883e+07 3.21147e+06 2.75962e+06 2.58051e+06 2.47014e+06 2.36746e+06 2.36032e+06 2.11805e+06 2.77151e+06 1.92127e+06 1.6444e+06 1.56663e+06 1.44539e+06 1.40947e+06 1.35854e+06 1.32088e+06 1.19963e+06 982945 935072 677864 1.35179e+06 593871 398777 25387 threshold=2725.8677800000005 2682.0900000000006 148.74825000000001 635.46050000000014 0 2778.6210000000005 92.623500000000021 1350.3896175000002 1107.4580000000003 1 1561.8224400000001 309.41100000000012 112.55400000000002 242.57000000000002 284.84010000000006 311.85975000000008 172.93750000000003 8.6850000000000005 911.29109000000005 160.20298100000002 1117.6621800000003 2778.6210000000005 2 1908.1960000000001 610.83000000000004 375.64974000000007 3 27.046500000000005 485.08750000000003 1581.7937000000002 38.446250000000006 58.590262500000009 4 712.7850000000002 5 6 1128.2175000000002 270.74340000000007 7 486.17193650000007 2822.9627650000007 698.94000000000005 911.29109000000005 8 9 10 92.584500000000006 11 419.26300000000009 12 104.41300000000003 decision_type=2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 9 2 9 1 2 2 1 2 2 2 2 9 9 9 2 9 2 9 2 left_child=3 11 -3 6 5 8 25 9 19 21 17 12 39 32 -9 16 -16 -11 -13 20 -5 37 23 24 -15 30 27 31 -12 42 40 -27 38 -21 35 -32 45 -6 48 -2 43 -40 -24 -1 -36 -28 49 -48 -8 -34 -23 right_child=1 2 -4 4 7 -7 13 14 -10 10 28 18 -14 22 15 -17 -18 -19 -20 33 -22 50 29 -25 -26 26 36 -29 -30 -31 34 -33 46 -35 44 -37 -38 -39 41 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 -51 -52 leaf_value=0.047475763597219139 -0.67728826611541038 43.066545382412997 12.809469285444779 1.6318905548615887 -0.2567261542685238 20.481693516606871 0.025655495541339574 -0.65583759307861333 8.4139656908371858 0.79479820844100357 2.7854351282119754 -5.170661784410477 11.222335526148479 0.89437784002444864 1.6150488719940186 -0.36638931274414061 8.5915549603214973 3.3592509637458607 1.7497625611045144 -0.76338703817250775 8.305840387055369 -3.272261001586914 0.49561712562057531 6.6351533903394433 2.9306684690672773 -0.060895266109704978 0.58794755528492437 17.70162352789016 8.2111601511637371 -3.3338472499847409 0.69826040187976379 3.7888854607343672 0.10252766279726044 3.3132056665420535 0.10150503487750472 0.093090198820977577 2.7866405064719069 1.198933025499185 0.43388580450341252 2.5233656447274346 2.2130131578445433 1.2113204024623081 -1.5424720844355497 -0.035315779629018648 -0.081336065627477458 -0.044784077067575055 1.3366977902608259 0.15160578879855366 1.4748778307026831 -0.084702659147864151 -3.7761164371967317 leaf_weight=18529 43 22 22 66 405 23 1133 26 34 1031 20 24 21 884 20 22 54 109 22 49 33 20 874 21 145 100 316 21 24 20 1234 20 2143 20 9012 1961 28 96 2605 21 28 246 33 313585 4354 825 102 749 29 2402 20 leaf_count=18529 43 22 22 66 405 23 1133 26 34 1031 20 24 21 884 20 22 54 109 22 49 33 20 874 21 145 100 316 21 24 20 1234 20 2143 20 9012 1961 28 96 2605 21 28 246 33 313585 4354 825 102 749 29 2402 20 internal_value=0 8.01833 27.938 -0.00398044 1.42252 4.9694 -0.012159 0.958352 3.44916 0.758567 1.20467 1.32775 3.05337 0.303164 3.86174 5.08525 6.70601 1.04 -1.86089 2.44438 3.85654 -0.235652 0.84497 1.27822 1.18132 -0.0224165 0.514293 2.92333 5.74492 0.33681 -0.0244328 0.580735 0.18932 0.418234 0.0973942 0.328274 0.197033 0.0222026 0.37288 0.372926 -0.0305072 0.499216 0.421464 -0.0306964 0.0419279 0.135211 0.0520196 0.311139 0.0612962 0.003617 -3.52419 internal_weight=0 175 44 363471 2072 225 361399 1847 202 1725 1184 131 85 11386 122 96 74 1140 46 168 99 541 1977 1050 1029 350013 1310 141 44 927 348703 120 9409 69 16561 3195 1169 501 4013 64 332142 2851 907 332114 13366 1141 5396 851 1162 4545 40 internal_count=363646 175 44 363471 2072 225 361399 1847 202 1725 1184 131 85 11386 122 96 74 1140 46 168 99 541 1977 1050 1029 350013 1310 141 44 927 348703 120 9409 69 16561 3195 1169 501 4013 64 332142 2851 907 332114 13366 1141 5396 851 1162 4545 40 cat_boundaries=0 3 4 11 18 23 28 29 30 36 43 50 57 64 cat_threshold=9437696 0 16 657 203801600 142868480 134218000 0 1024 0 132 8388608 262144 0 0 0 0 128 137462816 1208320064 528721 100663808 4260865 8423424 135528964 68161856 33587712 577 30 2187 2685403136 1114116 2147485761 1147404592 546474496 2214620224 204817924 1082164576 168296960 1073872897 4215040 130 72 1082368 33796 1048576 1048576 0 0 4 8404996 0 0 0 0 0 128 262656 67109920 177209348 3759144961 536875264 128 64 is_linear=0 shrinkage=0.01 Tree=159 num_leaves=54 num_cat=13 split_feature=3 2 10 0 25 0 3 4 1 8 4 3 1 24 5 2 18 9 25 1 1 4 0 9 2 9 25 2 3 24 3 0 5 24 25 24 25 18 11 9 0 10 24 11 25 10 1 11 25 4 25 8 3 split_gain=1.10331e+08 2.28589e+08 9.87e+07 4.15613e+07 3.25002e+07 5.87118e+07 1.14575e+07 1.10571e+07 2.62771e+07 1.07539e+07 8.72827e+06 1.10023e+07 8.5443e+06 7.55413e+06 9.1914e+06 7.1116e+06 6.3539e+06 6.23356e+06 6.19456e+06 1.06962e+07 5.38621e+06 4.9655e+06 4.56609e+06 4.15778e+06 3.85215e+06 3.71293e+06 9.69971e+06 5.13457e+07 2.87409e+06 2.78405e+06 2.6634e+06 2.54081e+06 2.42098e+06 2.29095e+06 2.15332e+06 2.43936e+06 1.97223e+06 1.88297e+06 1.80651e+06 1.62465e+06 1.61612e+06 1.61168e+06 1.50367e+06 1.29913e+06 1.24081e+06 1.21191e+06 1.17575e+06 1.12922e+06 1.06055e+06 1.01939e+06 732370 444461 24881.8 threshold=2725.8677800000005 2682.0900000000006 148.74825000000001 635.46050000000014 0 2778.6210000000005 92.623500000000021 21.087000000000003 786.89439000000004 1350.3896175000002 1116.5450000000003 392.12500000000006 424.16250000000008 1 1561.8224400000001 1271.7445000000002 8.6850000000000005 463.8180000000001 2 1461.4925000000003 14.954500000000001 1522.8167500000002 2778.6210000000005 712.7850000000002 251.15409550000004 375.64974000000007 3 27.046500000000005 888.08100000000013 4 132.01500000000001 13.740500000000003 58.590262500000009 5 6 7 8 1128.2175000000002 263.21000000000004 827.32299999999998 174.79296150000002 270.74340000000007 9 304.87800000000004 10 1935.1350000000002 733.85806350000018 291.60000000000008 11 974.87180000000001 12 140.29100000000003 104.41300000000003 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 1 2 2 2 1 9 1 9 2 2 2 2 2 1 2 9 2 2 2 9 2 9 2 2 left_child=3 15 -3 6 5 7 25 8 20 13 11 -11 24 22 16 17 -15 40 19 42 -5 -16 41 49 36 31 27 32 -12 30 -20 44 -27 48 35 -33 38 47 -8 -35 -2 -6 -14 -31 46 -46 -1 -28 -26 -9 -36 -38 -24 right_child=1 2 -4 4 9 -7 12 23 -10 10 28 -13 18 14 21 -17 -18 -19 29 -21 -22 -23 52 -25 33 26 37 -29 -30 43 -32 34 -34 39 50 -37 51 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53 -54 leaf_value=0.03958991094292881 2.5989614947107107 42.635880626331677 12.681374151056463 5.6608758612240058 -0.25415889678766701 20.276876083456951 0.23913878202720104 0.9668907265663147 16.221293603897095 1.4015447021484375 -1.4563852233886718 10.037004827658334 2.5273490106402421 0.78685022420762074 2.6208196592330935 5.0282077717136691 3.325658431971839 -4.1009575554302762 3.9024003900800435 7.8050843064925255 -0.32165923083270037 9.3674552698135383 -3.2395383968353269 4.2934706749787201 -0.6038996310511956 -0.060286306285858154 0.0045575815121658512 17.524607436770484 2.9572252935833401 -0.274347579783493 1.0233133101706602 0.3660071236433739 3.7509967324580065 0.90286063433995045 0.040612925230939297 0.05878984956237724 -0.030288404671564424 2.7587741347721648 1.0411622740569288 2.9386625396914599 -0.76067980448404959 1.1869437129298848 0.67519657416221424 1.1965788240181774 -0.037429140181656433 1.9398916044542867 0.96270570164961788 0.89902758872870236 0.42538214176030786 -1.4716463502248129 -0.09800771447176708 0.30764952382582089 -3.7383552520275116 leaf_weight=18725 45 22 22 34 405 23 3841 60 20 25 25 36 117 1031 24 37 109 28 35 34 27 20 20 37 138 100 976 21 36 286 392 4174 20 893 12378 6796 4395 28 303 41 21 96 107 76 300965 31 139 165 301 24 5495 427 20 leaf_count=18725 45 22 22 34 405 23 3841 60 20 25 25 36 117 1031 24 37 109 28 35 34 27 20 20 37 138 100 976 21 36 286 392 4174 20 893 12378 6796 4395 28 303 41 21 96 107 76 300965 31 139 165 301 24 5495 427 20 internal_value=0 7.93815 27.6586 -0.00393985 1.4083 4.91971 -0.0120366 3.41467 6.27421 0.948769 3.82313 6.49788 0.300145 0.750981 1.19262 1.31447 1.0296 -0.147317 1.16098 2.48263 3.01287 5.68747 -0.233295 1.50043 0.212971 -0.0221919 0.509192 2.89409 1.14837 0.68861 1.23049 -0.0241882 0.574928 0.706232 0.0657032 0.175911 0.137436 0.195109 0.297064 0.981716 1.52998 0.0219805 1.78559 0.0335392 -0.0322941 -0.0372243 0.0463673 0.133907 0.0955829 0.270166 -0.00203655 -0.000362416 -3.48895 internal_weight=0 175 44 363471 2072 225 361399 202 81 1847 122 61 11386 1725 1184 131 1140 94 1047 258 61 44 541 121 10339 350013 1310 141 61 789 427 348703 120 1373 28843 10970 8966 1169 4144 934 66 501 224 362 319860 300996 18864 1141 439 84 17873 4822 40 internal_count=363646 175 44 363471 2072 225 361399 202 81 1847 122 61 11386 1725 1184 131 1140 94 1047 258 61 44 541 121 10339 350013 1310 141 61 789 427 348703 120 1373 28843 10970 8966 1169 4144 934 66 501 224 362 319860 300996 18864 1141 439 84 17873 4822 40 cat_boundaries=0 3 4 11 18 19 20 27 28 33 34 40 47 54 cat_threshold=9437696 0 16 657 134218752 134217792 134218000 0 0 0 132 8388608 262144 0 0 0 0 128 371 1165 143706628 1209304644 68161856 1107329024 4194817 2112 64 30 154240544 1074103296 67637509 2248212480 4260865 1360 2685403136 65540 2147485761 3294888240 546474496 2483053632 1050112 0 256 1073741824 0 0 128 69534752 8390952 436797968 131585 2147504452 130 140 is_linear=0 shrinkage=0.01 Tree=160 num_leaves=51 num_cat=5 split_feature=1 0 1 9 7 18 0 15 1 4 9 4 0 1 0 25 5 3 4 13 3 12 0 1 4 25 0 23 4 7 7 12 3 0 1 0 0 5 25 0 25 18 25 1 3 9 0 0 18 10 split_gain=6.79453e+07 9.6906e+07 3.45635e+07 2.929e+07 2.88919e+07 3.7528e+07 1.4801e+07 1.11641e+07 1.00983e+07 9.26576e+06 7.95799e+06 7.53018e+06 1.11181e+07 9.55003e+06 6.81583e+06 6.39712e+06 6.20463e+06 9.1493e+06 4.72029e+06 4.2231e+06 3.86318e+06 3.71405e+06 3.44845e+06 6.20095e+06 3.58224e+06 3.28543e+06 3.18489e+06 3.60957e+06 2.85663e+06 2.8455e+06 6.37578e+06 3.77286e+07 5.89762e+06 2.36732e+06 2.24993e+06 2.20052e+06 1.70604e+06 1.47784e+06 1.2843e+06 1.0428e+06 998856 995718 978543 976028 794890 723483 611015 45482 44210.1 14918.7 threshold=2781.5828000000006 2778.6210000000005 263.08925000000005 148.55550000000002 1538.3385000000001 313.78700000000003 887.79240000000016 933.03750000000002 1098.6214000000002 2693.9010000000007 1600.0905700000001 5.0399999999999965 1884.2950000000003 962.58510000000012 86.808500000000024 0 1312.9050000000002 648.27500000000009 508.93250000000006 1063.1169900000002 1282.3492500000004 219.06800000000001 1884.2950000000003 1892.2623000000001 1888.1190000000004 1 1275.1415000000002 8.5912500000000005 588.42000000000019 28.915000000000003 29.384150000000005 19.652616000000005 1890.7105500000002 428.67780000000005 962.58510000000012 2778.6210000000005 1275.1415000000002 206.28168000000002 2 561.94500000000005 3 715.45220000000006 4 25.327700000000004 1493.1141200000004 712.7850000000002 2.9545000000000008 53.860000000000007 1244.8300000000002 4.3234200000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 9 2 2 2 2 2 2 2 left_child=2 10 14 -3 6 7 9 8 18 15 16 12 34 -14 29 20 17 39 -6 25 -4 -21 23 -13 -24 26 27 -16 -28 38 31 49 37 -23 -8 43 -10 -32 41 47 45 44 -17 -27 -1 -40 -42 -2 -43 -31 right_child=1 3 4 -5 5 -7 11 -9 36 -11 -12 22 13 -15 19 42 -18 -19 -20 21 -22 33 24 -25 -26 35 28 -29 -30 30 32 -33 -34 -35 -36 -37 -38 -39 40 -41 46 48 -44 -45 -46 -47 -48 -49 -50 -51 leaf_value=0.04760914264714191 -0.53636359214782714 26.011538569132487 0.71691288165094857 10.545388810157776 0.66329259799076967 15.058650875091553 1.4670227092975066 9.3129694829668317 -0.19222309657505579 7.1124887956891749 7.3595632989065987 1.5757348975482979 13.029955457774077 3.4822132320404053 0.30381884808320458 0.21874699019309224 -3.6313851532569301 7.349286903713061 6.2231955211227001 -0.022482916037241618 2.9756748541807521 2.2627307810102191 0.88686926285425827 7.3502256126403811 -3.9119550759451731 -0.032024238702016011 2.064122675025398 2.950773472052354 -1.0174470345179241 -0.043445056378845229 0.059205147393205884 14.947340823069215 4.4523212182521821 7.0699748792648318 4.373579840543794 -2.8624221997994641 -4.095104201634725 0.48044230327026916 -0.0038284618513238079 1.9105797748565676 -0.049513096877048149 1.9480893087387086 -0.21725944689420978 0.24500913821160794 1.3103367736816407 0.703216857649129 0.0039312678276010428 -1.1736149342854818 1.2911456748417445 -0.33412335416545041 leaf_weight=16906 24 24 2589 25 26 30 76 21 21 21 21 265 22 20 5563 1269 26 23 37 30 78 21 60 20 21 4138 183 52 36 76 13189 20 31 20 41 26 24 889 75411 20 214952 20 852 1836 50 145 23756 21 21 23 leaf_count=16906 24 24 2589 25 26 30 76 21 21 21 21 265 22 20 5563 1269 26 23 37 30 78 21 60 20 21 4138 183 52 36 76 13189 20 31 20 41 26 24 889 75411 20 214952 20 852 1836 50 145 23756 21 21 23 internal_value=0 6.07485 -0.00343004 18.1206 0.783783 4.98438 0.658568 2.64153 1.3443 0.484519 1.70268 2.25286 4.0699 8.48341 -0.0155292 0.455449 0.660619 1.92871 3.92863 0.219725 0.780049 2.6513 1.46348 1.98096 -0.35727 0.205137 0.373835 0.328332 1.55756 -0.0236357 0.114841 2.41983 0.0953995 4.60773 2.48556 0.0404156 -2.27376 0.0858055 -0.0295834 0.0106609 -0.0341622 0.055064 0.0434067 0.0531169 0.0513327 -0.00247124 -0.0441925 -0.833748 1.61161 -0.110976 internal_weight=0 184 362887 49 5493 159 5334 129 108 4809 135 525 159 42 357394 4788 114 88 63 11905 2667 71 366 285 81 11834 5834 5615 219 345489 14228 119 14109 41 117 6000 45 14078 331261 65 314264 16997 2121 5974 16956 75556 238708 45 41 99 internal_count=363071 184 362887 49 5493 159 5334 129 108 4809 135 525 159 42 357394 4788 114 88 63 11905 2667 71 366 285 81 11834 5834 5615 219 345489 14228 119 14109 41 117 6000 45 14078 331261 65 314264 16997 2121 5974 16956 75556 238708 45 41 99 cat_boundaries=0 7 14 21 28 35 cat_threshold=67159712 1082426944 67637584 4521984 86016 0 128 204508672 142869060 524624 1078001665 8406593 16514 128 2147483648 98308 65728 1147232544 42077200 2483039440 2 1074823172 17039472 269491732 2182217728 1094144 8404998 132 3211268 0 168823296 1141899265 541066496 2 4 is_linear=0 shrinkage=0.01 Tree=161 num_leaves=49 num_cat=13 split_feature=2 9 0 1 9 0 1 0 4 11 11 15 1 1 25 2 10 1 13 25 0 8 25 13 25 4 24 25 0 24 4 2 7 7 5 8 2 2 17 25 24 25 24 0 18 24 12 25 split_gain=7.42969e+07 1.65432e+08 3.36878e+07 1.83923e+07 1.81789e+07 1.98625e+07 1.84266e+07 1.81784e+07 3.53385e+07 1.74637e+07 1.26284e+07 1.80421e+07 1.04155e+07 7.42929e+06 6.53556e+06 7.19876e+06 5.87904e+06 3.65345e+07 5.33816e+06 4.55472e+06 1.68419e+07 3.51237e+06 3.36287e+06 6.19098e+06 3.00042e+06 6.20026e+06 2.77623e+06 4.89062e+06 2.89404e+06 2.64734e+06 2.39679e+06 2.38202e+06 2.02691e+06 1.97026e+06 2.60434e+06 7.48726e+06 1.842e+06 1.59896e+06 2.24936e+06 1.29766e+06 956825 906317 775491 766565 528155 509370 483174 479876 threshold=2682.0900000000006 2854.0889000000006 332.68500000000006 303.77500000000003 27.744000000000003 1275.1415000000002 2781.5828000000006 2778.6210000000005 285.32900000000006 443.6112050000001 2105.5980000000004 420.78700000000009 1892.2623000000001 27.234500000000004 0 440.27500000000003 214.17250000000004 30.085412500000007 1175.575 1 1275.1415000000002 824.40500000000009 2 123.51250000000002 3 1292.0010000000002 4 5 2778.6210000000005 6 0.91820000000000013 624.21400000000006 420.97500000000008 77.917750000000026 1561.8224400000001 487.53114000000005 385.09140000000008 258.87100000000004 254.62750000000003 7 8 9 10 190.45082400000004 1128.2175000000002 11 371.74280000000005 12 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 9 2 9 2 1 9 2 1 2 2 2 2 2 2 2 2 2 9 1 9 1 2 2 1 2 9 left_child=2 4 13 18 5 43 -7 10 -9 -6 14 -12 -10 33 15 -5 21 -18 19 20 46 24 23 -19 25 -15 27 -21 -28 -16 -23 -24 -32 39 37 -36 -26 40 -39 44 -35 42 -41 -2 45 -1 -4 -43 right_child=1 -3 3 7 9 6 -8 8 12 -11 11 -13 -14 16 29 -17 17 22 -20 26 -22 30 31 -25 36 -27 28 -29 -30 -31 32 -33 -34 34 35 -37 -38 38 -40 41 -42 47 -44 -45 -46 -47 -48 -49 leaf_value=-0.01241407315654742 1.2582138499807805 32.044407230723991 0.48718539790779936 1.0413721881425833 -7.9364637115478516 4.2504741069248748 17.662344665527343 16.892929198223612 6.3249853224981392 3.0734740722880645 0.37349773225330168 13.481884066263836 -3.7584044079780581 0.45139847891557977 1.6999788141019883 2.9629023215925536 13.890834104447137 0.70016779967370524 4.0811206747935369 1.27709660401509 8.912977250197839 3.9130508006246463 0.2496945277262686 5.4497974465533003 0.059856204872224206 5.9198991866338817 -0.0025639572294032724 0.086724676458806563 -2.9159418171473912 0.1795663883408489 -0.19209487776322801 1.6489942716515582 3.3431513545824134 -0.08984439507109461 7.0196774685978891 -1.6332169857025147 0.61063663188641826 0.60743127450772694 4.000748131161644 0.10726433074079156 0.18389852019431208 -0.020551013955731116 -0.012789595714687008 3.5956935043334961 1.5715828742151674 0.10173375907600822 2.139961019515991 -0.052191897506009506 leaf_weight=6610 47 22 153 395 25 21 20 23 21 34 21 21 20 1634 145 385 21 83 39 560 29 38 1027 41 20220 21 1321 893 35 471 55 138 23 1869 20 20 626 280 21 5870 3999 65794 63332 20 23 9565 20 177000 leaf_count=6610 47 22 153 395 25 21 20 23 21 34 21 21 20 1634 145 385 21 83 39 560 29 38 1027 41 20220 21 1321 893 35 471 55 138 23 1869 20 20 626 280 21 5870 3999 65794 63332 20 23 9565 20 177000 internal_value=0 6.26783 -0.0036108 0.851247 2.87212 5.31071 10.7928 1.75705 6.97178 -1.59175 1.52496 6.92769 1.40626 -0.0144704 1.36241 1.96463 0.155754 0.807069 0.405177 0.357565 1.77271 0.11803 0.593912 2.10116 0.109082 0.517659 0.248603 0.551099 -0.0771925 0.558895 1.85365 0.411913 0.85035 -0.0266502 0.149824 2.69323 0.0763594 0.133332 0.844174 -0.0299889 0.0968697 -0.0345193 -0.0025921 1.95597 0.0572597 0.0551419 0.678258 -0.0436188 internal_weight=0 189 362882 4552 167 108 41 1502 64 59 1438 42 41 358330 1396 780 23927 1310 3050 3011 202 22617 1289 124 22501 1655 2809 1453 1356 616 116 1165 78 334403 6209 40 20846 6169 301 328194 5868 311996 69202 67 16198 16175 173 242794 internal_count=363071 189 362882 4552 167 108 41 1502 64 59 1438 42 41 358330 1396 780 23927 1310 3050 3011 202 22617 1289 124 22501 1655 2809 1453 1356 616 116 1165 78 334403 6209 40 20846 6169 301 328194 5868 311996 69202 67 16198 16175 173 242794 cat_boundaries=0 4 10 15 20 21 28 29 36 37 44 45 46 53 cat_threshold=135300608 0 67112976 1073741824 512 134217728 16 4259840 16384 16386 69206016 1074004992 16 0 4096 1081472 0 64 262144 640 1326 143753216 262148 0 1073741824 0 0 128 28 3221225472 98308 268501184 1080123680 42077200 2483039312 2 233 9486340 17039456 7700 2249326592 1094272 8405126 128 1 936 604504192 1210584336 244318497 264259 537133088 1073741824 76 is_linear=0 shrinkage=0.01 Tree=162 num_leaves=50 num_cat=10 split_feature=2 9 0 1 9 0 1 0 3 11 11 15 1 1 25 2 13 8 25 0 3 6 25 4 24 25 0 7 25 10 3 6 3 11 8 0 4 3 6 3 25 3 25 3 18 24 3 25 3 split_gain=7.28184e+07 1.62139e+08 3.30229e+07 1.80285e+07 1.78171e+07 1.94672e+07 1.80599e+07 1.78158e+07 4.23127e+07 1.71162e+07 1.23765e+07 1.76831e+07 8.94198e+06 7.29872e+06 6.40251e+06 7.0555e+06 5.2318e+06 5.00267e+06 4.46379e+06 1.65067e+07 4.22082e+06 3.89204e+06 3.23396e+06 3.53365e+06 2.72179e+06 4.79505e+06 2.83645e+06 2.69867e+06 6.28642e+06 4.36405e+07 3.22369e+06 2.58458e+06 2.50213e+06 2.10738e+06 2.07312e+06 1.70662e+06 1.4898e+06 1.69554e+06 1.44624e+06 1.39524e+06 1.33825e+06 1.08537e+06 895052 863492 667318 650796 575766 489632 195090 threshold=2682.0900000000006 2854.0889000000006 332.68500000000006 303.77500000000003 27.744000000000003 1275.1415000000002 2781.5828000000006 2778.6210000000005 284.84010000000006 443.6112050000001 2105.5980000000004 420.78700000000009 1892.2623000000001 54.82800000000001 0 440.27500000000003 1175.575 265.17450000000002 1 1275.1415000000002 1890.7105500000002 1937.6795000000002 2 1292.0010000000002 3 4 2778.6210000000005 27.935905000000005 5 160.67825000000002 1890.7105500000002 177.55800000000002 453.37980000000005 304.87800000000004 1148.5039000000004 153.21245250000001 309.63250000000005 1493.1141200000004 192.15607500000002 250.65000000000003 6 888.08100000000013 7 1493.1141200000004 1128.2175000000002 8 511.93300000000005 9 1890.7105500000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 9 2 1 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 1 2 9 2 left_child=2 4 13 16 5 39 -7 10 -9 -6 14 -12 -10 27 15 -5 18 22 19 46 -16 33 23 32 25 -20 -26 40 29 31 38 -29 -15 34 -19 -35 37 -24 -30 -2 43 -38 45 44 -1 -42 -4 -44 -45 right_child=1 -3 3 7 9 6 -8 8 12 -11 11 -13 -14 17 20 -17 -18 21 24 -21 -22 -23 36 -25 26 -27 -28 28 30 -31 -32 -33 -34 35 -36 -37 41 -39 -40 -41 42 -43 47 48 -46 -47 -48 -49 -50 leaf_value=0.053291760203672406 0.96137990288112474 31.723962128379132 0.43994244830770379 1.0309584887057921 -7.8570989501953123 4.207969252268474 17.485721740722656 18.537152784438362 5.6751497233997688 3.0427391585181742 0.36976277215140207 13.34706524076916 -3.44768910022009 0.34652407801505142 0.73284213666786802 2.9332733033152367 4.0403094963232675 0.33231282243947008 1.2645496644074457 8.8238474010599059 -3.4620909547805785 4.8505413818359377 0.054845047624138374 3.9512063493399787 -0.0025383156415055325 0.085867035084322585 -2.8867823965890067 0.35414868407691552 0.04347034225197783 15.808224702835082 3.666362752532959 4.0661167497634887 1.5476988997738412 0.92328562209405096 2.2033274594453665 2.5874761999869835 0.68722763799336739 2.8987786629086454 0.45514573938518993 4.0721881830124627 0.10222073770465567 -1.1806317815094283 -0.022288937499015393 1.9547162416246204 1.8810807971954346 -0.011126823304727574 2.1089072608947754 -0.052644400843121046 0.68612206025557088 leaf_weight=15812 46 22 149 395 25 21 20 21 22 34 21 21 21 2236 591 385 39 666 560 29 25 24 12154 29 1321 893 35 302 12296 20 25 20 188 166 65 98 543 21 917 21 5522 33 77451 27 20 60057 24 169616 22 leaf_count=15812 46 22 149 395 25 21 20 21 22 34 21 21 21 2236 591 385 39 666 560 29 25 24 12154 29 1321 893 35 302 12296 20 25 20 188 166 65 98 543 21 917 21 5522 33 77451 27 20 60057 24 169616 22 internal_value=0 6.20515 -0.00357374 0.842806 2.84339 5.2576 10.6849 1.7396 6.90206 -1.57584 1.50984 6.85841 1.21981 -0.0143256 1.34892 1.94499 0.40117 0.192926 0.354034 1.75498 0.553606 0.871234 0.147464 0.479245 0.246166 0.545681 -0.0764206 -0.0241536 0.11399 1.43307 0.0787696 0.584706 0.439685 0.775251 0.498682 1.54105 0.0831961 0.0597504 0.0720412 1.93641 -0.0298639 0.580215 -0.0344124 0.0596654 0.0556007 -0.0015684 0.671475 -0.0431298 1.38514 internal_weight=0 189 362882 4552 167 108 41 1502 64 59 1438 42 43 358330 1396 780 3050 16223 3011 202 616 1019 15204 2453 2809 1453 1356 342107 13580 342 13238 322 2424 995 731 264 12751 12175 13213 67 328527 576 312646 15881 15832 65579 173 247067 49 internal_count=363071 189 362882 4552 167 108 41 1502 64 59 1438 42 43 358330 1396 780 3050 16223 3011 202 616 1019 15204 2453 2809 1453 1356 342107 13580 342 13238 322 2424 995 731 264 12751 12175 13213 67 328527 576 312646 15881 15832 65579 173 247067 49 cat_boundaries=0 4 10 15 16 23 29 36 43 44 51 cat_threshold=135300608 0 67112976 1073741824 512 134217728 16 4259840 16384 16386 1081472 262144 336 294912 640 1326 143753216 262148 0 1073741824 0 0 128 8390656 135266304 0 512 0 2048 2147483648 98308 268501184 1080123680 42077712 2483039312 2 1074839556 17039456 7700 2249326592 1093792 8405126 128 1 747110528 1210584336 177209633 264259 537133056 1073741824 76 is_linear=0 shrinkage=0.01 Tree=163 num_leaves=48 num_cat=3 split_feature=1 0 6 1 7 18 0 15 24 11 1 4 9 0 5 3 4 5 5 0 4 6 13 24 0 12 16 7 0 0 1 7 7 15 3 10 6 0 11 0 10 0 24 26 9 0 10 split_gain=6.41678e+07 9.18455e+07 3.35075e+07 3.26095e+07 2.65381e+07 3.70223e+07 1.3987e+07 1.12107e+07 1.01002e+07 1.0087e+07 9.4004e+06 8.9966e+06 7.71847e+06 6.77688e+06 6.16665e+06 8.84388e+06 5.50597e+06 5.17169e+06 4.8022e+06 4.78526e+06 4.28203e+06 4.13463e+06 3.92382e+06 3.5452e+06 1.02995e+07 3.43471e+06 3.66231e+06 3.24649e+06 4.53515e+06 4.14955e+06 2.87625e+06 2.73372e+06 6.23689e+06 3.72024e+07 5.67458e+06 2.22108e+06 1.98995e+06 1.72951e+06 1.0838e+06 1.00046e+06 901510 794568 755443 1.01372e+06 582709 44422.3 12470.9 threshold=2781.5828000000006 2778.6210000000005 2976.3936000000008 270.00500000000005 1538.3385000000001 313.78700000000003 887.79240000000016 933.03750000000002 0 11.643250000000002 1098.6214000000002 2693.9010000000007 1600.0905700000001 86.808500000000024 1312.9050000000002 648.27500000000009 172.56650000000002 1312.9050000000002 1908.1960000000001 149.25200000000004 508.93250000000006 1937.6795000000002 1063.1169900000002 1 1275.1415000000002 219.06800000000001 191.94000000000003 220.31800000000001 2778.6210000000005 1519.5755740000002 786.89439000000004 28.915000000000003 29.384150000000005 11.606362000000003 1890.7105500000002 676.98000000000013 177.55800000000002 1275.1415000000002 104.02000000000002 561.94500000000005 3056.7500000000005 1884.2950000000003 2 2022.5000000000002 712.7850000000002 53.860000000000007 4.9665000000000008 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=3 12 -3 13 6 7 11 10 18 16 20 19 14 31 15 39 -10 -11 30 38 -6 -21 23 24 35 -24 -27 28 -25 -29 -8 40 33 46 36 -15 -34 -12 -5 45 42 -26 43 -1 -44 -2 -33 right_child=1 2 -4 4 5 -7 8 -9 9 17 37 -13 -14 22 -16 -17 -18 -19 -20 21 -22 -23 25 27 41 26 -28 29 -30 -31 -32 32 34 -35 -36 -37 -38 -39 -40 -41 -42 -43 44 -45 -46 -47 -48 leaf_value=0.021221883161584666 -0.53391978581746424 10.763269645921117 27.588277496337891 0.12545070882719908 0.62566709738511306 14.815820162614187 -0.096183946989115005 9.1394602525801893 7.0919723712105354 0.29551350478375893 -0.22947215852283298 7.0066611971173973 7.2181915773664205 0.47768336753240187 -3.6580219929034894 7.2143633137578549 3.2382011597192109 5.4431019335746758 -3.459894869232178 0.81758902141528145 5.9832498915536068 5.3916693572998042 -0.066500651200612396 0.11083967241835561 6.5052864307623643 7.4718326034545894 1.6207944516513657 0.56576911057009205 -2.8502085322600146 3.9351930527938039 2.1409956104388606 -0.06422710804999629 0.049295209110199648 14.83223845410347 4.3671895187131824 3.6209453085647976 0.49024340214041795 -4.1591136328379319 0.68093280100939324 1.8602142896652223 2.0430475907098677 3.8900070217677523 -0.04025436870076602 -0.039081670094693897 0.45482276698621382 -1.1637039547874815 -0.3437636991739273 leaf_weight=57981 24 29 20 2525 26 30 103 21 83 89 21 21 21 995 26 23 67 25 25 1660 35 20 30 9781 26 20 23 958 52 38 130 79 12988 20 31 23 1111 24 408 20 21 21 219430 53688 238 21 20 leaf_count=57981 24 29 20 2525 26 30 103 21 83 89 21 21 21 995 26 23 67 25 25 1660 35 20 30 9781 26 20 23 958 52 38 130 79 12988 20 31 23 1111 24 408 20 21 21 219430 53688 238 21 20 internal_value=0 5.90357 17.6306 -0.00333148 0.774346 4.8245 0.651018 2.46435 2.20287 3.53274 1.14192 0.476209 1.64708 -0.0148866 0.620826 1.88503 5.37062 1.42437 0.678825 0.446481 3.69969 0.872042 0.219067 0.204881 0.752934 2.53041 4.34221 0.150148 0.0951807 0.694321 1.15203 -0.0229875 0.112638 2.3924 0.0934387 0.5487 0.0840419 -2.32528 0.202722 -0.000731879 -0.0288196 5.33676 -0.0289509 -0.00777004 -0.0397162 -0.827819 -0.120699 internal_weight=0 184 49 362887 5313 157 5156 127 522 264 106 4634 135 357574 114 88 150 114 258 4613 61 1680 11967 11894 1065 73 43 10829 9833 996 233 345607 14249 119 14130 1018 14099 45 2933 65 331358 47 331337 111669 219668 45 99 internal_count=363071 184 49 362887 5313 157 5156 127 522 264 106 4634 135 357574 114 88 150 114 258 4613 61 1680 11967 11894 1065 73 43 10829 9833 996 233 345607 14249 119 14130 1018 14099 45 2933 65 331358 47 331337 111669 219668 45 99 cat_boundaries=0 1 2 3 cat_threshold=969 2 23 is_linear=0 shrinkage=0.01 Tree=164 num_leaves=48 num_cat=11 split_feature=2 9 0 9 0 1 1 0 3 11 11 15 1 1 24 2 1 10 1 13 23 25 0 3 4 25 13 24 2 1 1 8 7 25 3 2 14 3 3 25 7 24 25 25 24 3 25 split_gain=7.03236e+07 1.57514e+08 3.17061e+07 1.74861e+07 1.88013e+07 1.74183e+07 1.72772e+07 1.71607e+07 4.1437e+07 1.67494e+07 1.20573e+07 1.72786e+07 8.90503e+06 7.06845e+06 6.30302e+06 7.93967e+06 7.23287e+06 5.60959e+06 3.57727e+07 5.06983e+06 4.76685e+06 4.61248e+06 1.61436e+07 3.75936e+06 3.76224e+06 3.30042e+06 6.04462e+06 2.69908e+06 2.28965e+06 2.18394e+06 2.98099e+06 2.0594e+06 1.86069e+06 2.20487e+06 9.30626e+06 7.15968e+06 4.02561e+06 2.13097e+06 1.35509e+06 1.24502e+06 968508 845476 2.1046e+06 790486 484548 685897 521135 threshold=2682.0900000000006 2854.0889000000006 332.68500000000006 27.744000000000003 1275.1415000000002 2781.5828000000006 303.77500000000003 2778.6210000000005 284.84010000000006 443.6112050000001 2105.5980000000004 420.78700000000009 1892.2623000000001 27.234500000000004 0 267.68250000000006 962.58510000000012 214.17250000000004 30.085412500000007 1175.575 8.5912500000000005 1 1275.1415000000002 648.27500000000009 1888.1190000000004 2 123.51250000000002 3 624.21400000000006 58.66125000000001 631.04475000000014 824.40500000000009 77.917750000000026 4 250.65000000000003 54.783000000000008 208.66305000000003 1493.1141200000004 250.65000000000003 5 2822.9627650000007 6 7 8 9 1493.1141200000004 10 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 9 2 1 2 2 2 2 2 9 2 2 2 2 2 9 2 1 9 9 1 2 9 left_child=2 3 13 4 38 -6 19 10 -9 -5 14 -12 -10 32 16 -16 -8 23 -19 20 21 22 -4 24 31 26 -20 -23 -27 -25 -31 -15 39 34 36 -36 -34 40 -2 44 -35 42 -41 -43 46 -46 -1 right_child=1 -3 6 9 5 -7 7 8 12 -11 11 -13 -14 17 15 -17 -18 18 25 -21 -22 27 -24 29 -26 28 -28 -29 -30 30 -32 -33 33 37 35 -37 -38 -39 -40 41 -42 43 -44 -45 45 -47 -48 leaf_value=0.17831839685182005 0.95134604578432835 31.250139040513474 0.66200365403484063 -7.8071096343994144 4.1489594041733522 17.188753753662109 1.6041775681880805 18.284458388373963 5.5933774358576001 2.9753096154156857 0.34338359287806919 13.17139556430635 -3.5105941692988081 0.088599263430673286 -0.0083379050526143136 1.6793153810937442 5.2162084925451939 13.734842585154944 0.68525094822228672 3.9758530857624153 4.6955457830429079 0.57158465666969449 8.724212856950432 3.8961283923961498 3.9765073295593258 0.23811822758829757 5.37839827956223 -0.059887643859720029 1.6100200720455338 0.33704486243459914 2.5742576164669457 1.5341090683021932 0.14844305089166718 0.089159782790918712 9.6242451438903807 1.2640936896914527 3.7114087456815383 -2.826814629364014 4.0170662507556738 0.15079230892656725 1.8073424859480427 -0.003729290449306867 -0.023965494000764278 -0.049275711102848244 0.089598197722592948 1.3699928229195732 -0.07087854539280404 leaf_weight=1034 46 22 173 25 21 20 156 21 22 34 21 21 21 22160 471 683 86 21 83 39 25 1143 29 27 25 1027 41 1641 138 225 81 99 471 5605 20 21 34 25 21 8117 33 46464 45310 212105 10850 42 4272 leaf_count=1034 46 22 173 25 21 20 156 21 22 34 21 21 21 22160 471 683 86 21 83 39 25 1143 29 27 25 1027 41 1641 138 225 81 99 471 5605 20 21 34 25 21 8117 33 46464 45310 212105 10850 42 4272 internal_value=0 6.09793 -0.00351072 2.78447 5.17614 10.5098 0.825823 1.70373 6.7704 -1.59351 1.47823 6.75739 1.14725 -0.0140461 1.31941 0.981998 2.7732 0.151993 0.788208 0.393488 0.347087 0.31068 1.73363 0.115143 0.0993829 0.577285 2.07008 0.200488 0.397217 1.16981 0.929248 0.0950284 -0.0259264 0.145571 0.746646 5.34222 0.388326 0.0861471 1.91224 -0.0291709 0.0992165 -0.0336085 0.00260817 -0.0410916 0.0562896 0.0944487 -0.0220725 internal_weight=0 189 362882 167 108 41 4552 1502 64 59 1438 42 43 358330 1396 1154 242 23927 1310 3050 3011 2986 202 22617 22284 1289 124 2784 1165 333 306 22259 334403 6209 546 41 505 5663 67 328194 5638 311996 53427 258569 16198 10892 5306 internal_count=363071 189 362882 167 108 41 4552 1502 64 59 1438 42 43 358330 1396 1154 242 23927 1310 3050 3011 2986 202 22617 22284 1289 124 2784 1165 333 306 22259 334403 6209 546 41 505 5663 67 328194 5638 311996 53427 258569 16198 10892 5306 cat_boundaries=0 1 7 12 13 18 25 26 32 39 40 45 cat_threshold=20 512 134217728 16 4259840 16384 16386 69206016 1074004992 16 0 4096 1294 3211264 64 64 1 64 3221225472 98308 268501184 1080123680 42077200 2483039312 2 3 9469956 2621504 1052944 2147484160 536912384 4194304 16388 151257120 3637 2249588800 1085600 8405126 132 680 0 65536 65664 6356992 8519680 is_linear=0 shrinkage=0.01 Tree=165 num_leaves=50 num_cat=11 split_feature=0 1 3 0 2 24 3 11 5 6 23 25 3 0 3 1 3 2 26 12 9 24 3 1 24 4 25 26 9 25 3 5 25 3 5 5 7 4 0 4 25 1 3 15 25 2 7 24 25 split_gain=1.19812e+08 2.1765e+08 1.43026e+08 2.96149e+07 1.69725e+07 1.38867e+07 2.2389e+07 1.50275e+07 1.22594e+07 1.04944e+07 8.39001e+06 6.79634e+06 1.08188e+07 1.19775e+07 6.6702e+06 6.26032e+06 1.20442e+07 4.63652e+06 8.80498e+06 4.93157e+06 4.52695e+06 3.73023e+06 7.48999e+06 5.38499e+06 3.2954e+06 3.63355e+06 3.27562e+06 3.83016e+06 2.74355e+06 9.41054e+06 3.99929e+07 5.13672e+06 2.65927e+06 7.74721e+06 2.40354e+06 1.93136e+06 1.88896e+06 1.88013e+06 1.62582e+06 1.59762e+06 1.51264e+06 1.44597e+06 1.38692e+06 1.37758e+06 1.20988e+06 684836 560535 1.33149e+06 270777 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 286.09000000000009 522.27250000000015 0 991.56000000000017 1413.4285000000002 330.08250000000004 2976.3936000000008 8.5912500000000005 1 1.5825000000000002 1117.6621800000003 83.825000000000003 678.28840000000002 119.71400000000001 137.75200000000004 2022.5000000000002 285.16700000000009 1329.0550000000001 2 748.6165000000002 1892.2623000000001 3 785.57750000000021 4 2022.5000000000002 375.64974000000007 5 1.0942655000000001 425.55000000000007 6 2725.8677800000005 288.75836000000004 1146.4585000000004 2822.9627650000007 680.56950000000018 8.9635000000000016 588.42000000000019 7 1098.6214000000002 748.6165000000002 420.78700000000009 8 422.31750000000005 12.493 9 10 decision_type=2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 1 2 9 2 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 1 9 left_child=3 17 -3 14 10 6 20 8 -8 24 11 12 13 -5 28 32 -17 18 -2 39 43 22 -18 -23 42 -26 27 -13 36 30 31 -30 33 37 -14 45 38 -16 44 -19 -40 -28 -7 -6 -1 -34 48 -48 -31 right_child=1 2 -4 4 5 9 7 -9 -10 -11 -12 26 34 -15 15 16 21 19 -20 -21 -22 23 -24 -25 25 -27 41 -29 29 46 -32 -33 35 -35 -36 -37 -38 -39 40 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 leaf_value=0.061160698259145427 7.1032205653190612 6.827046828497024 41.623569833261001 2.5750539846931186 1.1828743342753969 0.34013099713203232 11.902049713134765 15.166487237839473 3.0461434611567744 -5.4755171012878421 5.9183908859746799 0.95326268163589756 -0.3861988959266589 10.209788118692545 0.28486452352111019 8.7234698395295567 1.3271424513757228 -0.15341156537716205 -0.65091453534585453 3.9700180330276487 5.8858261203765867 0.939699734241775 7.8023006389452068 -3.4035113174950373 1.0478859194414314 2.8353340576598192 0.021253060894586475 0.1235513557254813 0.28439973260858936 0.27345632568286482 15.970109676361085 5.704648738861084 0.03044023906569945 5.6962719648855709 2.006614618147573 -2.2108577011956982 2.7243147735595703 1.269931738713 0.15708656096806872 -3.6939198463439942 0.00095709583549142174 -2.0617780421761904 -2.1321591830998661 3.2314660876393315 -0.035491935345035516 0.64130617094510489 1.138597053014315 -0.11148173042476979 -0.19992158901249923 leaf_weight=13525 32 21 27 98 183 78 22 21 54 24 28 1186 130 26 4748 22 80 26 27 20 27 178 23 34 371 164 1678 1048 139 147 20 20 5385 27 62 38 25 202 8628 25 22045 34 32 40 301447 190 133 213 530 leaf_count=13525 32 21 27 98 183 78 22 21 54 24 28 1186 130 26 4748 22 80 26 27 20 27 178 23 34 371 164 1678 1048 139 147 20 20 5385 27 62 38 25 202 8628 25 22045 34 32 40 301447 190 133 213 530 internal_value=0 8.20223 26.4001 -0.00405452 0.737555 1.89973 3.49993 7.67869 5.6097 1.00243 0.462318 0.426473 1.81599 4.17589 -0.0150523 0.228215 1.56999 1.48302 3.55472 -0.23854 2.01857 1.07039 2.52765 0.232194 1.25901 1.56653 0.309811 0.56152 -0.0227156 0.45421 2.50279 0.966192 0.185516 0.353492 0.38648 0.0358805 -0.024374 0.325063 -0.0245728 -1.88895 0.0449262 -0.0199987 -0.347491 1.55033 -0.0313408 0.051259 0.070604 0.398725 -0.0960488 internal_weight=0 178 48 363105 5306 1016 347 97 76 669 4290 4262 316 124 357799 10927 337 130 59 71 250 315 103 212 645 535 3946 2234 346872 1202 179 159 10590 4977 192 5613 345670 4950 345645 51 30673 1712 110 223 314972 5575 1023 346 677 internal_count=363283 178 48 363105 5306 1016 347 97 76 669 4290 4262 316 124 357799 10927 337 130 59 71 250 315 103 212 645 535 3946 2234 346872 1202 179 159 10590 4977 192 5613 345670 4950 345645 51 30673 1712 110 223 314972 5575 1023 346 677 cat_boundaries=0 1 7 8 9 16 20 26 33 40 41 48 cat_threshold=2384 1049088 134217728 67108864 65536 16384 16384 2608 128 10519588 1082131456 167776512 1107558400 12649728 130 4 8388608 262148 0 1073741824 137659424 1208320580 201855312 67174912 12652544 18432 135315968 134479940 67113296 1073782784 4194304 0 64 2147483648 98308 1025 7799088 545426944 2214815936 2 3168 1048576 32768 0 72351744 0 0 128 is_linear=0 shrinkage=0.01 Tree=166 num_leaves=46 num_cat=0 split_feature=0 1 3 0 2 21 23 3 5 3 0 3 1 3 2 26 12 26 11 9 9 6 5 0 4 9 15 15 7 15 3 11 3 21 13 7 0 13 4 21 4 5 1 18 5 split_gain=1.17428e+08 2.13319e+08 1.40179e+08 2.90256e+07 1.66347e+07 1.20582e+07 8.22304e+06 6.65098e+06 7.01049e+06 6.53744e+06 6.32662e+06 8.24031e+06 6.13574e+06 1.18045e+07 4.54425e+06 8.62976e+06 4.83343e+06 4.22138e+06 3.17074e+06 3.05301e+06 3.74724e+06 2.91475e+06 2.90487e+06 2.82191e+06 4.34247e+06 2.69e+06 5.00939e+06 4.02078e+07 2.28331e+06 3.45031e+06 8.12567e+06 2.27598e+06 2.11986e+06 1.93805e+06 1.86358e+06 1.85137e+06 1.59349e+06 1.70814e+06 1.56583e+06 1.55612e+06 1.54638e+06 1.38846e+06 1.12191e+06 783246 715420 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 286.09000000000009 522.27250000000015 780.08125000000007 8.5912500000000005 2725.8677800000005 1561.8224400000001 83.825000000000003 992.19979999999998 991.56000000000017 678.28840000000002 119.71400000000001 137.75200000000004 2022.5000000000002 285.16700000000009 2022.5000000000002 164.65117500000005 1135.3321000000003 548.96735000000001 1937.6795000000002 842.25950000000023 1117.6621800000003 285.32900000000006 375.64974000000007 4.5930000000000009 32.981000000000009 401.27229150000005 198.32075000000003 1890.7105500000002 254.38525000000004 274.86025000000006 134.05200000000002 1369.2025000000001 2822.9627650000007 8.9635000000000016 346.47815000000008 588.42000000000019 144.00223800000001 974.87180000000001 1016.9325000000002 6.0700379999999994 242.84390000000002 584.10300000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 14 -3 9 6 7 17 10 -9 25 21 -12 28 -14 15 -2 38 23 22 20 -15 -6 -19 32 -25 35 33 -28 31 30 -30 42 -5 43 -20 36 44 -38 -16 -33 -31 -29 -11 -27 -1 right_child=1 2 -4 4 5 -7 -8 8 -10 12 11 -13 13 19 16 -17 -18 18 34 -21 -22 -23 -24 24 -26 26 27 41 29 40 -32 39 -34 -35 -36 -37 37 -39 -40 -41 -42 -43 -44 -45 -46 leaf_value=-0.031624130497439153 7.0321881222724913 6.7587770225888208 41.2073334870515 0.46362870163652226 1.1720460226552489 9.0389475150730298 5.8592070879255029 1.4888925003051758 -6.4543089170455943 0.017238071161267143 1.8666732660459704 5.2783123495163169 8.6362352544611163 0.91191077606848991 -0.15187750559586743 -0.64440537699946643 3.9303179359436036 -0.21932158209196703 0.58308946291673325 -2.2225626241243801 4.2814945336078338 4.3651685822804769 2.7814983263882729 2.4575964724240094 -1.0394420420039783 0.014759745902355461 15.31582440686226 0.25647035145640967 0.92017210762874757 -0.071262865513563159 7.1592773056030277 0.65116048683345318 1.3653408566482605 3.1301233409699938 3.2237534461702619 2.697071657562256 0.039022969568751703 1.0654431231511883 -3.6569806945800782 2.9600475591228856 -2.7877789424015926 2.9587866549264819 0.23632908119472298 1.9679780045009796 0.34961475688352062 leaf_weight=314479 32 21 27 1640 607 23 28 25 20 5336 202 109 22 251 26 27 20 1436 587 26 38 30 33 184 44 918 20 201 408 108 22 500 310 21 28 25 30510 163 25 31 26 21 4159 21 493 leaf_count=314479 32 21 27 1640 607 23 28 25 20 5336 202 109 22 251 26 27 20 1436 587 26 38 30 33 184 44 918 20 201 408 108 22 500 310 21 28 25 30510 163 25 31 26 21 4159 21 493 internal_value=0 8.1202 26.1361 -0.00401363 0.730179 1.88073 0.457694 1.71493 -2.04142 -0.0149014 1.89324 3.06239 0.225933 1.55429 1.46819 3.51917 -0.236155 0.422208 0.100471 1.05968 1.35497 1.32243 -0.15191 0.730059 1.78273 -0.022488 0.44976 1.73554 0.183661 0.802758 1.23938 0.148835 0.606978 0.125635 0.703315 -0.0241302 -0.024327 0.0444775 -1.87007 0.785954 -0.598348 0.512095 0.113204 0.0584419 -0.0310274 internal_weight=0 178 48 363105 5306 1016 4290 993 45 357799 948 311 10927 337 130 59 71 4262 2084 315 289 637 1469 2178 228 346872 1202 242 10590 564 430 10026 1950 960 615 345670 345645 30673 51 531 134 222 9495 939 314972 internal_count=363283 178 48 363105 5306 1016 4290 993 45 357799 948 311 10927 337 130 59 71 4262 2084 315 289 637 1469 2178 228 346872 1202 242 10590 564 430 10026 1950 960 615 345670 345645 30673 51 531 134 222 9495 939 314972 is_linear=0 shrinkage=0.01 Tree=167 num_leaves=49 num_cat=5 split_feature=0 1 6 0 2 24 14 6 23 2 1 1 6 10 1 2 26 12 26 24 0 4 2 10 24 4 5 13 6 0 5 4 24 5 4 6 1 13 4 21 8 10 24 6 5 6 14 5 split_gain=1.15091e+08 2.09074e+08 9.48437e+07 2.8448e+07 1.63037e+07 1.35742e+07 2.11501e+07 1.02519e+07 8.05941e+06 7.09875e+06 6.68259e+06 6.41665e+06 5.0921e+06 4.60926e+06 4.10018e+07 4.45382e+06 8.45803e+06 4.73724e+06 4.13738e+06 9.01083e+06 1.17703e+07 3.83076e+06 7.25576e+06 3.28112e+06 3.22805e+06 3.54221e+06 3.19096e+06 2.31151e+06 2.2032e+06 2.18009e+06 5.16488e+06 1.86403e+06 1.66122e+06 1.66117e+06 2.59269e+06 2.17962e+06 1.55536e+06 1.53757e+06 1.53467e+06 1.39889e+06 1.34714e+06 1.60891e+06 916099 894590 893749 726686 383687 269925 threshold=2778.6210000000005 2781.5828000000006 2976.3936000000008 286.09000000000009 522.27250000000015 0 1182.8200000000004 2976.3936000000008 8.5912500000000005 1827.1555000000001 1461.4925000000003 26.307400000000005 10.680530000000003 160.67825000000002 29.028175000000008 137.75200000000004 2022.5000000000002 285.16700000000009 2022.5000000000002 1 1117.6621800000003 1522.8167500000002 119.95050000000002 190.45082400000004 2 785.57750000000021 103.614 1369.2025000000001 265.24250000000001 111.94437000000001 923.46450000000016 1522.8167500000002 3 1561.8224400000001 222.57650000000004 37.218000000000011 786.89439000000004 379.24000000000007 588.42000000000019 181.0966 120.75900000000001 1564.7167200000001 4 1324.2200000000003 1908.1960000000001 159.25450000000004 8.3629500000000032 152.04452500000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=3 15 -3 11 8 6 9 24 18 12 -11 33 -6 21 -15 16 -2 38 19 20 -5 28 -23 36 37 -26 -21 -25 32 31 -31 -16 -13 40 35 44 -20 -7 -17 -30 41 42 -1 45 -35 -42 -43 -45 right_child=1 2 -4 4 5 7 -8 -9 -10 10 -12 13 -14 14 29 17 -18 -19 23 26 -22 22 -24 27 25 -27 -28 -29 39 30 -32 -33 -34 34 -36 -37 -38 -39 -40 -41 43 46 -44 47 -46 -47 -48 -49 leaf_value=0.007375375502721152 6.9618659710884092 12.392005426025392 40.529863586425783 1.208839851740299 3.7647185997490409 0.29940622957741342 11.425218520625945 -5.4274371774991357 5.8006150708879742 10.359462843374772 2.9347901294849539 -0.04383914501897012 0.96263925657822547 14.879508507728577 0.27777402674250251 -0.15035875751422001 -0.63796131487245922 3.8910147638320924 -0.079638852906547528 -0.0040780536989185297 5.2381295163660164 -1.06583646402359 6.4105400304441096 0.59716346915373031 1.0209628021331489 2.7858027827739718 0.99801298981878617 3.494685530169257 0.53901449593456741 0.75051270320067698 4.8895435976237058 -2.8026941411495212 0.14245199245920662 -0.41211835931848601 -1.8353181918462118 4.6886533003193991 -1.7226399545669557 -2.4147040959341188 -3.6204108856201174 2.8975628445698662 0.11485708480712381 1.7065136556191878 -0.036749125605929515 -0.53515287702733827 1.8161703672232452 0.50423823131658541 0.12544531488418581 -2.1403172214031221 leaf_weight=56869 32 25 23 573 111 82 31 24 28 22 27 7226 156 20 1102 26 27 20 1451 1070 83 25 27 544 371 164 452 29 767 521 32 20 14164 27 24 21 60 28 25 26 3554 66 272638 22 54 554 20 20 leaf_count=56869 32 25 23 573 111 82 31 24 28 22 27 7226 156 20 1102 26 27 20 1451 1070 83 25 27 544 371 164 452 29 767 521 32 20 14164 27 24 21 60 28 25 26 3554 66 272638 22 54 554 20 20 internal_value=0 8.039 25.8747 -0.00397349 0.722878 1.86192 3.44365 0.975449 0.453117 2.76963 6.26832 -0.0147524 2.12755 0.143427 0.646092 1.4535 3.48398 -0.233793 0.417986 0.722759 1.69284 0.105109 2.81613 0.0994666 1.22882 1.5333 0.291605 0.743809 0.0987538 0.476141 0.990023 0.222864 0.079565 -0.0260899 1.12191 1.81772 -0.14488 -0.358837 -1.85136 0.616344 -0.0265233 -0.0287777 -0.0291347 0.152523 1.07341 0.167369 1.33882 -1.29952 internal_weight=0 178 48 363105 5306 1016 347 669 4290 316 49 357799 267 23930 1695 130 59 71 4262 2178 656 22235 52 2084 645 535 1522 573 22183 1675 553 1122 21390 333869 126 102 1511 110 51 793 333743 329593 329507 4150 81 4108 86 42 internal_count=363283 178 48 363105 5306 1016 347 669 4290 316 49 357799 267 23930 1695 130 59 71 4262 2178 656 22235 52 2084 645 535 1522 573 22183 1675 553 1122 21390 333869 126 102 1511 110 51 793 333743 329593 329507 4150 81 4108 86 42 cat_boundaries=0 1 2 3 4 5 cat_threshold=2384 14 128 2691 3 is_linear=0 shrinkage=0.01 Tree=168 num_leaves=55 num_cat=14 split_feature=0 1 3 0 2 24 3 7 5 6 3 25 24 26 0 1 3 14 6 2 26 12 24 3 1 24 4 17 9 9 25 3 5 25 3 0 13 4 7 14 0 13 1 24 25 13 4 25 25 5 25 7 24 25 split_gain=1.12801e+08 2.04913e+08 1.36229e+08 2.78819e+07 1.59793e+07 1.3304e+07 2.16574e+07 1.27382e+07 1.27959e+07 1.00479e+07 6.34299e+06 6.22102e+06 8.76192e+06 9.8717e+06 1.45764e+07 5.96145e+06 1.15722e+07 4.97512e+06 4.44841e+06 4.36519e+06 8.28972e+06 4.64297e+06 3.66907e+06 7.33122e+06 5.26674e+06 3.16381e+06 3.47172e+06 2.95242e+06 2.83657e+06 2.62079e+06 9.21791e+06 3.91229e+07 5.02897e+06 2.57497e+06 7.54001e+06 1.97621e+06 1.92381e+06 1.82841e+06 1.81125e+06 1.64088e+06 1.54727e+06 1.66205e+06 1.54521e+06 1.52635e+06 1.58437e+06 1.50697e+06 1.50413e+06 1.17945e+06 895747 705267 676549 536002 1.28509e+06 266524 threshold=2778.6210000000005 2781.5828000000006 2725.8677800000005 286.09000000000009 522.27250000000015 0 991.56000000000017 1306.1250000000002 330.08250000000004 2976.3936000000008 83.825000000000003 1 2 2022.5000000000002 1117.6621800000003 678.28840000000002 119.71400000000001 628.97726050000017 293.37750000000005 137.75200000000004 2022.5000000000002 285.16700000000009 3 748.6165000000002 1892.2623000000001 4 785.57750000000021 282.41548000000006 923.19600000000014 375.64974000000007 5 1.0942655000000001 425.55000000000007 6 2725.8677800000005 992.19979999999998 1063.1169900000002 680.56950000000018 2822.9627650000007 116.61900000000001 8.9635000000000016 346.47815000000008 1098.6214000000002 7 8 379.24000000000007 588.42000000000019 9 10 46.339800000000004 11 12.493 12 13 decision_type=2 2 2 2 2 1 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 1 9 2 2 9 9 2 9 2 1 9 left_child=3 19 -3 10 11 6 17 8 -8 25 29 12 13 14 -5 33 -17 39 35 20 -2 46 23 -18 -24 45 -27 -15 -20 38 31 32 -31 34 37 -14 50 -12 40 -6 47 -42 43 44 -13 -7 -21 -1 -45 -44 -35 53 -53 -32 right_child=1 2 -4 4 5 9 7 -9 -10 -11 15 42 18 27 -16 16 22 -19 28 21 -22 -23 24 -25 -26 26 -28 -29 -30 30 51 -33 -34 36 -36 -37 -38 -39 -40 -41 41 -43 49 48 -46 -47 -48 -49 -50 -51 -52 52 -54 -55 leaf_value=0.064055817275204013 6.8922476005554199 6.5136724926176521 40.47333342375579 2.0432155381975368 1.8877166243694115 0.29641224849514847 11.473913073730468 14.412104439508349 2.7404433097091374 -5.3731627511978148 0.27855186353779987 1.3289191210924924 0.14288488399630747 0.17803935259467296 7.3710072090356586 8.5438921247829089 1.2981646040380002 5.3907420519987737 1.043871180666254 -0.14885514818705045 -0.63158168050977925 3.8521045198440551 0.91178125147739153 7.7043242777948802 -3.3834766652303587 1.0107531664313654 2.757944769801163 4.0744167064485097 4.0953545619419645 0.27693233816743756 0.26826132343073561 15.791352056503298 5.6400308876037597 0.13683778394157861 5.6170887551484281 -1.374692596642658 -2.5351860612014243 1.2499746758299004 2.6678571777343754 -0.11613373491980813 0.038525704437640654 1.0510023877591443 -2.3657648378259997 -0.54954165749782036 0.29220603978370435 -2.390557061306068 -3.5842067184448241 -0.034454812522402373 0.088533691854880969 -0.31357340494791669 -0.087444783652419811 1.1122664380240275 -0.1153948864674889 -0.20149000639827164 leaf_weight=12655 32 21 27 299 159 82 25 21 51 24 4748 172 644 263 62 22 80 36 235 26 27 20 178 23 34 371 164 21 35 139 147 20 20 3348 27 99 29 202 25 55 30510 163 34 257 895 28 25 302317 1241 33 2236 133 213 530 leaf_count=12655 32 21 27 299 159 82 25 21 51 24 4748 172 644 263 62 22 80 36 235 26 27 20 178 23 34 371 164 21 35 139 147 20 20 3348 27 99 29 202 25 55 30510 163 34 257 895 28 25 302317 1241 33 2236 133 213 530 internal_value=0 7.95861 25.616 -0.00393374 0.715649 1.8433 3.40922 7.51819 5.6133 0.965695 -0.0146048 0.448586 0.926188 1.83254 2.95824 0.222621 1.53198 1.95131 0.336823 1.43897 3.44914 -0.231455 1.04226 2.48719 0.212878 1.21653 1.51797 0.466152 1.43943 -0.0220778 0.444056 2.47154 0.951536 0.180954 0.346244 -0.0593226 0.0337151 0.318194 -0.0236987 1.37271 -0.0238934 0.0439061 0.143662 0.183368 0.470111 -0.355248 -1.83285 -0.0304959 -0.0238541 -1.35498 0.0471168 0.0645048 0.385321 -0.0985045 internal_weight=0 178 48 363105 5306 1016 347 97 76 669 357799 4290 1658 645 361 10927 337 250 1013 130 59 71 315 103 212 645 535 284 270 346872 1202 179 159 10590 4977 743 5613 4950 345670 214 345645 30673 2632 2565 1067 110 51 314972 1498 67 5584 1023 346 677 internal_count=363283 178 48 363105 5306 1016 347 97 76 669 357799 4290 1658 645 361 10927 337 250 1013 130 59 71 315 103 212 645 535 284 270 346872 1202 179 159 10590 4977 743 5613 4950 345670 214 345645 30673 2632 2565 1067 110 51 314972 1498 67 5584 1023 346 677 cat_boundaries=0 1 8 9 10 11 15 21 22 29 36 43 50 51 58 cat_threshold=2384 3179040 1216348160 201326848 33619968 8406016 16386 4 78 2608 128 8388608 262148 0 1073741824 137659424 1208320580 201855312 67174912 12652544 18432 2601 8388608 0 4096 0 0 0 128 2147483648 65540 3073 7799088 545426944 2214815936 2 8404992 4 1 68157441 536870912 0 128 620823044 8389640 34603013 3758096417 1281 258 68 3168 1048576 32768 0 72351744 0 0 128 is_linear=0 shrinkage=0.01 Tree=169 num_leaves=59 num_cat=7 split_feature=1 11 26 2 3 1 5 2 3 16 7 7 25 3 26 25 1 2 7 14 5 21 3 6 4 6 5 18 15 11 9 25 10 4 7 3 5 25 2 3 25 26 2 16 10 15 2 18 13 7 20 25 7 25 1 10 6 26 split_gain=9.24981e+07 1.28826e+08 7.41935e+07 8.01085e+07 2.84177e+07 2.48697e+07 1.88586e+07 1.58996e+07 8.59636e+06 8.88949e+06 1.47755e+07 6.92941e+06 5.26823e+06 4.98947e+06 4.95654e+06 5.63176e+06 6.78111e+06 4.65305e+06 4.01022e+06 6.97887e+06 8.002e+06 2.94812e+06 2.97361e+06 2.40592e+06 2.34794e+06 7.80939e+06 3.8407e+06 2.66231e+06 2.56175e+06 2.31886e+06 2.2874e+06 1.1104e+07 4.31882e+07 2.23456e+06 2.14464e+06 1.84315e+06 1.7996e+06 1.57052e+06 1.53878e+06 1.53692e+06 1.47914e+06 1.62686e+06 1.54717e+06 1.30561e+06 1.7678e+06 1.69387e+06 1.18008e+06 1.15433e+06 1.12615e+06 1.4218e+06 1.35692e+06 1.10329e+06 943464 651916 443191 450696 203225 9345.11 threshold=2781.5828000000006 3182.0603000000006 2022.5000000000002 2682.0900000000006 1493.1141200000004 214.60600000000002 584.10300000000018 522.27250000000015 1282.3492500000004 31.161000000000005 1306.1250000000002 1538.3385000000001 0 138.47650000000002 2022.5000000000002 1 962.58510000000012 967.39580000000012 485.08750000000003 7.2831999999999999 1146.4585000000004 420.4885000000001 991.56000000000017 814.10926000000006 785.57750000000021 11.012150000000002 670.57570000000021 761.11275000000012 752.68275000000017 219.41800000000003 375.64974000000007 2 207.31714000000002 45.377038500000005 2822.9627650000007 92.623500000000021 330.08250000000004 3 673.68310000000008 1282.3492500000004 4 2022.5000000000002 30.518000000000004 42.060505000000006 856.19400000000007 77.751000000000019 466.01190000000003 1244.8300000000002 104.03800000000003 712.24900000000014 484.06875000000002 5 998.30500000000018 6 1256.4300000000001 484.16250000000002 66.449500000000015 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 left_child=5 2 3 6 35 13 -2 12 24 11 -11 17 14 30 15 16 -7 -10 29 20 33 22 -16 -17 27 -26 -27 28 -9 38 34 32 56 -20 40 -4 46 48 51 -40 41 -1 -42 44 -31 -45 -21 53 49 -14 -50 -15 -38 -33 55 -39 -32 -56 right_child=1 -3 4 -5 -6 7 -8 8 9 10 -12 -13 37 18 21 23 -18 -19 19 36 -22 -23 -24 -25 25 26 -28 -29 -30 43 31 47 -34 -35 -36 -37 52 54 39 -41 42 -43 -44 45 -46 -47 -48 -49 50 -51 -52 -53 -54 -55 57 -57 -58 -59 leaf_value=0.29422526318217063 8.8703018291576488 30.468068426223027 -1.4471280944824219 25.854125426610313 -13.572898272752761 2.4792000002171619 -2.3726202316284177 0.7498633825055816 6.8068065446217849 2.6348139213793207 13.075864854066269 -1.7173850861717674 0.12839508874837732 0.26159167501741826 0.066552345788705503 0.88754044961349099 8.9657698640823362 2.2041321324139109 0.30237271322522846 -0.068742578220756162 8.3826531362533565 3.028665240061911 2.4988771661722438 3.4243050913932995 6.7392737132310865 -0.096202312045627181 2.765008285775477 3.913369318644206 3.8362590456008911 0.27915499321078951 -0.16820696402287136 -0.32894386206100235 14.314726175921303 2.4779866961281876 3.0317959702533228 2.3557207518357499 -0.54625383574788167 -0.1890837738771817 1.4959805087234292 -1.1957663055419923 -0.029541923986021224 -0.033178982974732305 0.06786612307671222 3.2002407841152616 3.2754100154695056 0.96404823857067268 2.5910057484019888 2.305318538831628 0.86750902841780697 1.6298168126619781 -1.579206805229187 -0.020846337597599202 -2.8580857166936324 0.19702901029706599 -1.0848564776858769 1.2942051072347733 0.95529864402044384 -0.85519880967981676 leaf_weight=3080 37 21 25 24 20 83 25 680 30 33 23 34 2126 2536 973 904 20 82 70 69 20 38 53 39 32 90 98 30 28 316 69 325 28 145 23 26 41 835 140 25 325121 2992 17167 45 21 137 22 23 408 65 24 3032 31 786 37 21 21 34 leaf_count=3080 37 21 25 24 20 83 25 680 30 33 23 34 2126 2536 973 904 20 82 70 69 20 38 53 39 32 90 98 30 28 316 69 325 28 145 23 26 41 835 140 25 325121 2992 17167 45 21 137 22 23 408 65 24 3032 31 786 37 21 21 34 internal_value=0 7.20689 4.09552 10.3417 -3.47025 -0.00356427 4.33687 0.594607 1.66115 3.53587 6.9231 2.23666 0.376022 -0.0150145 0.770405 1.26288 3.40787 3.43699 0.256333 1.22962 2.33246 0.293501 0.192199 0.98204 1.26586 2.17259 1.39528 0.99556 0.871924 0.194373 -0.0201754 0.406492 3.1974 1.76965 -0.0217088 0.491579 -0.360357 0.139052 0.136428 1.08814 -0.0219104 0.132677 -0.0246558 0.834455 0.465865 1.51695 0.574274 0.0871165 0.263938 0.172937 0.73158 0.108225 -1.54163 0.0419792 -0.213365 -0.152695 0.0939443 -0.97488 internal_weight=0 178 157 86 71 363105 62 6820 1160 202 56 146 5660 356285 2110 1046 103 112 6650 398 235 1064 1026 943 958 220 188 738 708 6252 349635 1252 118 215 348383 51 163 3550 5733 165 348360 6072 342288 519 337 182 91 1134 2623 2191 432 5568 72 1111 927 856 90 71 internal_count=363283 178 157 86 71 363105 62 6820 1160 202 56 146 5660 356285 2110 1046 103 112 6650 398 235 1064 1026 943 958 220 188 738 708 6252 349635 1252 118 215 348383 51 163 3550 5733 165 348360 6072 342288 519 337 182 91 1134 2623 2191 432 5568 72 1111 927 856 90 71 cat_boundaries=0 7 8 12 19 25 31 36 cat_threshold=78694048 1216348224 201326656 4194816 86016 0 4 9437184 9437184 262148 0 4194304 134217732 296456 35132160 1143996418 549455168 2 128 1048576 65540 0 4259872 8391169 2214619136 135627812 1208321040 134742272 3221225472 4260864 16768 134218244 66624 4417 2097184 4096 is_linear=0 shrinkage=0.01 Tree=170 num_leaves=46 num_cat=6 split_feature=6 7 2 0 25 3 1 6 4 2 21 1 25 1 1 2 11 8 1 8 25 2 0 15 24 6 5 1 25 3 7 0 7 11 2 20 2 0 0 17 4 24 15 26 26 split_gain=7.4281e+07 2.14965e+08 2.64808e+07 1.6e+07 1.73072e+07 3.49847e+07 2.36102e+07 3.22882e+07 1.21016e+07 8.43543e+06 8.09355e+06 6.14572e+06 6.10202e+06 4.95036e+07 1.29146e+07 1.28676e+07 4.92696e+06 4.79869e+06 3.82356e+06 3.33839e+06 2.98474e+06 2.92299e+06 2.56564e+06 2.34961e+06 2.15968e+06 1.79867e+06 2.4243e+06 1.66386e+06 1.51058e+06 1.46531e+06 1.52232e+06 1.423e+06 1.32655e+06 1.23615e+06 2.26221e+06 1.46202e+06 1.21522e+06 1.12782e+06 1.04803e+06 1.01904e+06 1.00236e+06 693228 516211 160457 6191.34 threshold=2976.3936000000008 2822.9627650000007 275.80000000000001 111.94437000000001 0 1890.7105500000002 2781.5828000000006 116.37925 1888.1190000000004 873.09500000000014 20.971500000000002 26.307400000000005 1 28.5702 786.89439000000004 4.7879500000000013 1413.4285000000002 1148.5039000000004 112.13877900000001 172.584 2 422.31750000000005 2778.6210000000005 1020.6662500000001 3 152.21900000000002 1561.8224400000001 1892.2623000000001 4 888.08100000000013 185.38050000000001 591.40200000000016 76.508500000000012 4.5930000000000009 1468.575 10.222000000000003 1271.7445000000002 1275.1415000000002 1519.5755740000002 563.90000000000009 40.805000000000007 5 254.08950000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 8 11 20 6 33 9 -8 18 17 -11 22 13 -13 31 -16 -3 -5 -2 23 21 43 25 24 -14 28 32 36 41 38 -31 -15 -27 34 -6 -35 39 -30 -21 -22 -23 -1 -38 -4 -24 right_child=1 16 3 4 5 -7 7 -9 -10 10 -12 12 19 14 15 -17 -18 -19 -20 29 27 40 44 -25 -26 26 -28 -29 37 30 -32 -33 -34 35 -36 -37 42 -39 -40 -41 -42 -43 -44 -45 -46 leaf_value=0.30279809189371498 -1.1749709360223068 23.346572254180909 0.84204116267542695 0.93240002474964179 0.084514601686144178 -13.237277965545655 16.62304954223633 2.0647804107421486 -7.758395281791687 2.2582182841376208 6.930502230644227 15.449509548829949 0.20367981796470372 0.098453105590680309 8.2932795466446301 -0.41047835646004516 30.365804191589355 3.3960966403344099 3.406129000527518 0.50305476767037183 0.17170669855166421 2.3394615062077841 -2.4599239151566117 3.2035775208473205 -0.004377161002610431 0.075398632290175988 3.6697431735992434 -2.7666850204467774 -0.029708202719530941 3.8928038204193114 0.95571579984823862 2.0595266315264578 0.53838093030701706 0.52884928221268768 -3.231908253756437 3.0760522890090942 -0.40520081207891218 0.90190442334688625 -1.6472191653044328 1.7439033024651664 5.0119899442921518 0.036299573836980521 -2.0822634534835816 -0.14591068240574429 -2.2277868785858157 leaf_weight=1929 38 20 31 1131 316 20 25 39 20 507 40 23 7928 722 41 29 20 85 35 1564 2239 36 27 24 13438 2781 20 20 326237 25 60 39 796 169 22 26 223 130 23 42 23 1988 20 35 20 leaf_count=1929 38 20 31 1131 316 20 25 39 20 507 40 23 7928 722 41 29 20 85 35 1564 2239 36 27 24 13438 2781 20 20 326237 25 60 39 796 169 22 26 223 130 23 42 23 1988 20 35 20 internal_value=0 7.47102 -0.00366112 0.715491 1.31162 -0.248291 1.77542 7.7516 -0.866691 1.56855 2.59988 -0.013808 0.141046 0.966278 0.577046 4.68744 26.8562 1.10462 1.02145 0.11002 0.183908 1.63328 -0.0248987 0.0764297 0.0729171 -0.0245698 0.19784 0.105856 -0.026992 0.540404 1.81957 0.198955 0.178427 0.234442 -0.131347 0.868476 0.129037 -0.0293362 0.471891 0.200656 3.38129 0.167979 -0.543231 0.318127 -2.36114 internal_weight=0 133 362893 5049 2380 553 1827 64 93 1763 547 357844 23916 854 831 70 40 1216 73 23062 2669 125 333928 21390 21366 333881 3597 2544 330284 1672 85 761 3577 533 338 195 2524 326367 1587 2281 59 3917 243 66 47 internal_count=363026 133 362893 5049 2380 553 1827 64 93 1763 547 357844 23916 854 831 70 40 1216 73 23062 2669 125 333928 21390 21366 333881 3597 2544 330284 1672 85 761 3577 533 338 195 2524 326367 1587 2281 59 3917 243 66 47 cat_boundaries=0 7 11 17 18 24 25 cat_threshold=137414144 142869504 134218000 1073741824 4214784 16384 128 9437312 0 67108928 65536 2214592512 1024 0 262144 1024 16384 308 0 65540 0 37765152 2048 2147502080 3161 is_linear=0 shrinkage=0.01 Tree=171 num_leaves=47 num_cat=11 split_feature=6 7 2 1 25 3 1 26 4 13 3 24 1 25 1 1 2 18 1 4 25 13 24 8 3 5 8 2 3 24 6 5 4 25 25 7 3 2 17 24 25 6 4 4 10 24 split_gain=7.28028e+07 2.10687e+08 2.59538e+07 1.51046e+07 1.46235e+07 2.76269e+07 1.5645e+07 2.76186e+07 1.18608e+07 9.37214e+06 9.27341e+06 9.40021e+06 6.02348e+06 5.98057e+06 4.85185e+07 1.26576e+07 1.26115e+07 3.75334e+06 3.74748e+06 3.27433e+06 3.25466e+06 6.38246e+06 3.21173e+06 3.07046e+06 2.32642e+06 2.37144e+06 2.0506e+06 2.1916e+06 2.10497e+06 1.96425e+06 1.8585e+06 2.22618e+06 1.65415e+06 1.39416e+06 1.36709e+06 1.92535e+06 1.30982e+06 1.6664e+06 1.39523e+06 1.09068e+06 3.47278e+06 960306 841284 669398 609798 501461 threshold=2976.3936000000008 2822.9627650000007 275.80000000000001 289.85000000000008 0 1890.7105500000002 2781.5828000000006 2022.5000000000002 1888.1190000000004 270.01250000000005 571.90530000000001 1 26.307400000000005 2 28.5702 786.89439000000004 4.7879500000000013 1128.2175000000002 112.13877900000001 431.10050000000007 3 776.13908000000004 4 824.40500000000009 1118.1025000000002 406.08214000000004 265.17450000000002 673.68310000000008 648.27500000000009 5 152.21900000000002 1561.8224400000001 1888.1190000000004 6 7 76.508500000000012 52.915692000000007 2682.0900000000006 671.70000000000016 8 9 59.243000000000002 235.63350000000005 680.56950000000018 1330.1795 10 decision_type=2 2 2 2 9 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 1 2 2 2 9 9 2 2 2 2 1 9 2 2 2 2 1 left_child=2 8 12 20 6 24 10 -8 18 -3 22 -12 30 14 -14 41 -17 19 -2 23 21 26 -5 -15 25 -6 27 -4 -28 -21 33 34 36 44 43 -36 37 -22 -38 40 -35 -16 -41 -32 45 -1 right_child=1 9 3 4 5 -7 7 -9 -10 -11 11 -13 13 17 15 16 -18 -19 -20 29 32 -23 -24 -25 -26 -27 28 -29 -30 -31 31 -33 -34 39 35 -37 38 -39 -40 42 -42 -43 -44 -45 -46 -47 leaf_value=0.33084318673357599 -1.1632212563564903 31.428115940093996 0.18172262851797061 0.069345347363898094 0.35071486651812522 -10.1630580368042 13.534022716283799 0.68030045221533098 -7.6808108937740327 21.747136436462402 0.29285782684326173 3.7839050471961677 15.295014735926753 0.0742603384144013 0.044788691823256337 8.2103461984308748 -0.40637359750681912 3.3812079685756142 3.372067860739572 1.443536714715679 0.042655361352334061 6.2070166514136575 1.5758835823360611 1.6522347310281569 -1.9666745133833454 1.9317930745528296 2.6234062073820383 1.5342044760584832 -0.88188593364897228 0.33135890525951128 -0.076884361265808637 3.4476327401115783 -2.5204085374915084 0.19867495507333807 0.16012331988754586 0.82096155143729066 0.41025291600039465 -2.376354985072695 3.0794740264415741 -0.039023536025402365 -0.021982612748598501 1.0261991751244512 0.18538669811986089 -1.8794511631556921 1.8683039347330728 0.076395629579611601 leaf_weight=1144 38 20 477 225 351 25 32 35 20 20 115 323 23 22212 643 41 29 35 35 264 1581 22 415 124 33 130 93 160 21 427 1086 21 23 8361 1901 574 939 29 20 268500 48199 118 1681 21 21 2419 leaf_count=1144 38 20 477 225 351 25 32 35 20 20 115 323 23 22212 643 41 29 35 35 264 1581 22 415 124 33 130 93 160 21 427 1086 21 23 8361 1901 574 939 29 20 268500 48199 118 1681 21 21 2419 internal_value=0 7.39631 -0.00362436 0.708336 1.4815 0.100651 2.1122 6.81939 -0.858024 26.5876 1.83923 2.96038 -0.0136698 0.139636 0.956615 0.571276 4.64056 0.108921 1.01123 0.103994 0.321408 0.886547 1.07195 0.0830206 0.601817 0.778033 0.742492 0.521435 1.97769 0.781958 -0.0246496 0.201238 0.148874 -0.0271134 0.182206 0.312123 0.173352 -0.000916875 0.46592 -0.0292664 0.0106655 0.196965 -0.0376259 -0.110085 0.168779 0.159236 internal_weight=0 133 362893 5049 1684 539 1145 67 93 40 1078 438 357844 23916 854 831 70 23062 73 23027 3365 773 640 22336 514 481 751 637 114 691 333928 3603 2592 330325 3582 2475 2569 1610 959 326741 56560 761 270181 1107 3584 3563 internal_count=363026 133 362893 5049 1684 539 1145 67 93 40 1078 438 357844 23916 854 831 70 23062 73 23027 3365 773 640 22336 514 481 751 637 114 691 333928 3603 2592 330325 3582 2475 2569 1610 959 326741 56560 761 270181 1107 3584 3563 cat_boundaries=0 7 8 12 18 19 20 26 33 34 41 42 cat_threshold=135316480 134217728 272 1073741824 4210688 0 128 1162 9437312 0 67108928 65536 2150892032 134480896 272 1 20480 16384 710 1360 0 65540 0 37748768 2048 2147502080 3834380416 1090519040 42992641 1112809504 545341440 144 68 3 1081604 64 2155876624 3221316096 545301504 0 2 3144 is_linear=0 shrinkage=0.01 Tree=172 num_leaves=48 num_cat=5 split_feature=7 8 2 9 1 0 1 24 8 7 2 1 5 3 24 1 9 9 1 13 9 9 0 24 1 3 0 7 3 20 8 0 23 24 5 12 1 8 14 2 11 7 12 17 3 1 24 split_gain=6.84073e+07 1.89293e+08 2.52753e+07 1.78169e+07 1.6553e+07 1.45412e+07 9.88592e+06 1.45972e+07 6.4222e+06 1.97685e+07 1.73207e+07 5.95468e+06 5.66521e+06 4.22277e+06 4.13322e+06 4.99443e+06 3.41117e+06 3.28124e+06 3.00276e+07 3.41288e+06 3.05582e+06 2.86897e+06 2.74956e+06 4.98502e+06 2.57498e+06 2.40383e+06 2.35649e+06 2.25316e+06 1.88798e+06 1.73989e+06 1.68862e+06 1.47434e+06 5.46506e+06 3.29031e+06 1.293e+06 2.24231e+06 1.28195e+06 1.18832e+06 898515 883710 838811 830574 2.08485e+06 2.85916e+06 1.15022e+06 821120 639265 threshold=2822.9627650000007 2971.7767500000004 275.80000000000001 7.283500000000001 1892.2623000000001 102.81100000000002 494.77402000000006 0 30.416400000000007 610.83000000000004 2682.0900000000006 26.307400000000005 32.261600000000008 411.39420000000001 1 860.12500000000011 1600.0905700000001 347.47000000000003 32.44100000000001 942.81900000000007 1972.2770000000003 1022.5259020000002 190.45082400000004 2 340.50250000000011 1493.1141200000004 2778.6210000000005 912.83060000000012 222.04049700000004 16.038500000000003 233.65410150000005 249.87000000000003 8.5912500000000005 3 425.55000000000007 584.10300000000018 1892.2623000000001 120.75900000000001 300.46540000000005 198.67650000000003 263.21000000000004 83.765100000000018 10.885850000000003 92.676670000000016 481.20000000000005 1098.6214000000002 4 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=2 3 11 12 24 36 16 20 9 -9 -10 26 -2 17 15 25 27 22 -19 -20 21 -8 37 -24 -5 -15 31 29 -29 -7 38 34 33 -33 40 -36 41 -13 -16 -32 -1 45 43 -43 -44 46 -4 right_child=1 -3 5 4 -6 6 7 8 10 -11 -12 13 -14 14 30 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 39 32 -34 -35 35 -37 -38 -39 -40 -41 -42 42 44 -45 -46 -47 -48 leaf_value=-0.02805602046705688 1.528277105331421 26.039192338240774 0.33873054129392727 -2.0083617381822494 -10.013913156675256 0.47640782500346157 0.084729068562135856 3.2132695964483724 2.6701092209861788 12.467548886489867 -5.4445045638084411 0.040210740102302432 9.0550357710719105 1.0380597103411153 0.034029530286788942 5.1371327864818079 4.0873666083017985 12.898273368835449 0.23012311156151388 3.5948786979168652 -3.081659833926421 2.9809496752023699 1.6579261027261261 0.23705093191297735 2.8871700841730292 4.6420091361999516 -2.2634576598634113 0.22671527989705403 3.3355147293635774 1.7769651502796584 0.74858603539827628 1.0829360786983278 4.8709951042175295 0.023819136424502906 0.24203954284926213 2.7205422022468166 -2.3400628738403322 0.34567764747844154 -1.8313442189352853 2.5769683101773264 0.22035147702824939 0.8196003583657373 0.19584709644317627 4.6402762458437961 -1.5526954896839298 2.0789683641706196 -0.03400111773869266 leaf_weight=329075 20 38 683 21 23 1261 236 301 283 25 29 19198 20 248 332 39 30 20 520 32 26 40 283 1646 22 20 47 30 56 112 152 331 25 2115 926 38 20 1364 28 32 1365 291 162 21 49 21 1370 leaf_count=329075 20 38 683 21 23 1261 236 301 283 25 29 19198 20 248 332 39 30 20 520 32 26 40 283 1646 22 20 47 30 56 112 152 331 25 2115 926 38 20 1364 28 32 1365 291 162 21 49 21 1370 internal_value=0 6.89012 -0.00363645 0.0253623 -3.16633 0.699167 1.25637 2.0593 2.89604 3.92295 1.91587 -0.013547 5.29166 0.138888 0.830664 1.73699 0.749484 0.113362 0.861304 0.425181 0.189458 0.504471 0.0943399 0.455329 0.496329 1.30701 -0.0244637 0.68085 2.25105 0.582498 0.282073 -0.0241485 0.219212 0.171667 -0.025963 0.33974 0.181991 0.0604742 -0.111055 1.06657 -0.0270299 0.201414 0.557542 1.07676 -0.210213 0.111609 0.091485 internal_weight=0 144 362882 106 66 5046 2429 940 638 326 312 357836 40 23914 851 307 1489 23063 572 552 302 276 22491 1929 43 268 333922 1459 86 1373 544 333875 2471 2446 331404 964 2617 20562 360 184 330440 2597 523 312 211 2074 2053 internal_count=363026 144 362882 106 66 5046 2429 940 638 326 312 357836 40 23914 851 307 1489 23063 572 552 302 276 22491 1929 43 268 333922 1459 86 1373 544 333875 2471 2446 331404 964 2617 20562 360 184 330440 2597 523 312 211 2074 2053 cat_boundaries=0 1 2 3 4 5 cat_threshold=1159 2352 4 2 1112 is_linear=0 shrinkage=0.01 Tree=173 num_leaves=46 num_cat=12 split_feature=7 8 2 26 25 3 0 24 1 4 2 0 1 25 1 1 2 1 3 18 8 24 12 13 25 4 2 0 24 25 24 7 11 0 25 25 0 26 3 4 20 2 0 25 24 split_gain=6.7046e+07 1.85526e+08 2.47727e+07 1.84933e+07 1.43193e+07 2.82527e+07 2.13358e+07 1.45683e+07 2.66725e+07 1.41298e+07 6.8131e+06 6.58075e+06 5.83673e+06 5.80477e+06 4.75049e+07 1.26614e+07 1.25209e+07 5.57881e+06 7.68734e+06 4.17741e+06 3.21246e+06 3.10923e+06 2.85687e+06 4.9888e+06 2.61102e+06 2.9232e+06 2.86428e+06 2.30959e+06 2.18687e+06 1.56534e+06 1.5143e+06 2.34129e+06 1.45596e+06 1.38944e+06 1.35503e+06 1.34322e+06 1.16583e+06 2.12498e+06 1.01422e+06 1.86604e+06 1.33876e+06 1.17147e+06 1.16436e+06 888508 609069 threshold=2822.9627650000007 2971.7767500000004 275.80000000000001 2022.5000000000002 0 1890.7105500000002 992.19979999999998 1 2781.5828000000006 1116.5450000000003 873.09500000000014 111.94437000000001 26.307400000000005 2 28.5702 786.89439000000004 4.7879500000000013 1461.4925000000003 481.20000000000005 1128.2175000000002 172.584 3 1132.9885000000002 145.99875000000003 4 1292.0010000000002 581.81775000000005 2778.6210000000005 5 6 7 826.12250000000006 119.27350000000003 591.40200000000016 8 9 1275.1415000000002 2022.5000000000002 103.76700000000001 32.31600000000001 16.038500000000003 2682.0900000000006 531.22050000000013 10 11 decision_type=2 2 2 2 9 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 9 2 2 2 1 9 1 2 2 2 9 9 2 2 2 2 2 2 2 9 1 left_child=2 3 12 -2 6 38 11 8 10 32 -8 24 27 14 -14 33 -17 21 -19 20 28 -13 23 -9 26 -26 -4 29 -15 30 31 -1 -5 -16 -32 -22 43 -38 41 42 -41 44 -40 -31 -6 right_child=1 -3 4 9 5 -7 7 22 -10 -11 -12 17 13 19 15 16 -18 18 -20 -21 35 -23 -24 -25 25 -27 -28 -29 -30 36 34 -33 -34 -35 -36 -37 37 -39 39 40 -42 -43 -44 -45 -46 leaf_value=0.182387170628173 5.8495157321294151 25.778800293646359 0.71963564240655231 -1.5832547950744629 0.24509509252318243 -10.813484225273132 1.6763657942110177 1.1751008139779935 14.008534572890825 -9.1903347571690883 5.174025675788406 -0.28218493825900631 15.130177471326745 0.20081272144673584 0.090429341120343981 8.2901519901752483 -0.33991440213959789 0.18793304726884175 6.1511500521806566 3.6099159229502962 1.1316408504068463 1.2510033163509118 3.338673745884615 -3.2874635689186329 0.20977468452462117 -3.3876097919629968 3.9868773286770551 -2.2408230968231853 -0.0084937833907705405 0.0052831525570718142 0.26537938868439725 3.379697556702987 1.9782737748573223 2.028174569056584 -0.009774529587096183 0.3838133405488241 2.4470881462097167 -0.4868059905031894 0.037815865159731857 0.80532620193866578 3.2281278834342961 -2.0986451961376047 -2.3142912610371908 -0.039169657323171382 -0.1973354732943837 leaf_weight=5412 36 38 86 22 568 24 98 104 28 24 129 151 23 7933 723 40 29 37 52 34 296 1207 34 33 1262 23 39 47 13441 54906 1930 23 24 39 23108 1356 52 47 171 260 25 27 24 248397 664 leaf_count=5412 36 38 86 22 568 24 98 104 28 24 129 151 23 7933 723 40 29 37 52 34 296 1207 34 33 1262 23 39 47 13441 54906 1930 23 24 39 23108 1356 52 47 171 260 25 27 24 248397 664 internal_value=0 6.82122 -0.00359917 0.0251085 0.692181 -0.0375153 1.08086 3.17186 4.61876 -2.9703 3.66402 0.772856 -0.0134107 0.137507 0.942386 0.561044 4.66302 1.24662 3.67206 0.107244 0.102118 1.08766 0.702978 0.100177 0.286665 0.144263 1.6102 -0.0242187 0.0692807 -0.0239067 0.0444077 0.195558 0.274934 0.189605 0.0115326 0.52698 -0.0307685 1.05423 0.110988 0.502107 1.01785 -0.0381275 -0.251674 -0.0311236 0.00702991 internal_weight=0 144 362882 106 5046 1763 3283 426 255 70 227 2857 357836 23914 854 831 69 1447 89 23060 23026 1358 171 137 1410 1285 125 333922 21374 333875 30473 5435 46 762 25038 1652 303402 99 1739 480 285 1259 195 303303 1232 internal_count=363026 144 362882 106 5046 1763 3283 426 255 70 227 2857 357836 23914 854 831 69 1447 89 23060 23026 1358 171 137 1410 1285 125 333922 21374 333875 30473 5435 46 762 25038 1652 303402 99 1739 480 285 1259 195 303303 1232 cat_boundaries=0 7 8 12 13 19 20 27 28 34 41 48 49 cat_threshold=2352268800 142869504 134218000 1074003969 4215808 16384 128 2424 9437312 0 67108928 65536 128 2214592512 1024 0 262144 1024 16384 308 537952256 65604 66565 40198960 1182721 2155890692 2 3 0 65536 0 37748736 2048 18432 67174404 1208221760 0 1073741824 0 0 132 3221241860 1343520 2424314576 2215772161 536883248 73858 128 632 is_linear=0 shrinkage=0.01 Tree=174 num_leaves=51 num_cat=4 split_feature=6 7 2 0 4 1 24 15 7 15 1 13 1 10 1 8 1 0 0 24 0 1 0 24 0 10 0 2 11 13 15 0 24 0 2 1 4 1 6 10 19 5 7 15 4 1 26 2 0 26 split_gain=6.93283e+07 2.01902e+08 2.44018e+07 1.4866e+07 1.16295e+07 9.6511e+06 1.71274e+07 1.043e+07 9.73492e+06 1.50955e+07 1.32137e+07 9.08905e+06 5.67176e+06 4.77283e+06 2.7105e+07 3.75533e+06 6.28912e+06 2.94266e+06 2.86427e+06 6.11927e+06 4.23626e+06 3.9172e+06 3.33054e+06 2.39475e+06 5.90832e+06 6.08129e+06 2.7133e+06 2.32362e+06 1.95165e+06 1.91435e+06 6.25668e+06 1.8802e+06 6.41505e+06 3.15542e+06 2.56841e+06 1.75364e+06 1.46019e+06 1.456e+06 1.34011e+06 1.19602e+06 1.10198e+06 1.06851e+06 642288 1.02852e+06 1.79261e+06 797493 742523 562212 216088 5970.81 threshold=2976.3936000000008 2822.9627650000007 275.80000000000001 111.94437000000001 1888.1190000000004 494.77402000000006 0 1582.5954300000001 1538.3385000000001 522.00500000000011 2781.5828000000006 270.01250000000005 21.991000000000003 239.63500000000005 27.601250000000004 581.43500000000006 20.430175000000002 1884.2950000000003 185.31647500000003 1 591.40200000000016 2781.5828000000006 1117.6621800000003 2 1117.6621800000003 207.31714000000002 1884.2950000000003 1468.575 133.60575000000003 942.81900000000007 126.97425 688.40820000000008 3 804.19674500000008 131.60043150000004 1892.2623000000001 862.3225000000001 1098.6214000000002 152.21900000000002 1564.7167200000001 485.3875000000001 1312.9050000000002 115.50250000000001 380.94000000000005 727.60250000000008 1098.6214000000002 2022.5000000000002 784.03650000000005 2778.6210000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 12 35 15 23 7 28 10 -10 -8 -3 17 18 -15 16 -2 31 21 20 -20 36 -21 24 27 -26 40 -5 -7 37 -31 38 33 -33 -34 42 -14 -16 39 -1 -25 -40 45 44 -44 46 -4 -45 -19 -50 right_child=1 11 3 5 -6 6 8 -9 9 -11 -12 -13 13 14 29 -17 -18 48 19 22 -22 -23 -24 26 25 -27 -28 -29 -30 30 -32 32 34 -35 -36 -37 -38 -39 41 -41 -42 -43 43 47 -46 -47 -48 -49 49 -51 leaf_value=-0.027215999343704559 -0.51710923671722409 30.771426799774172 0.2952379621858785 0.75598937071244354 -7.6186813094615937 -0.34967491896097896 2.2218360031811693 -6.9186627664566043 1.97284949192634 12.970931489864986 7.9219990023699678 21.237775375366208 0.056343297060148817 8.962839572830843 0.46873682092594843 -1.972255938494647 6.9417448239326474 -1.3187568131360141 1.0808329853511283 0.34014706156843366 3.7728994068098656 3.4586122596965119 -1.3794317666093507 0.44401304317037849 7.3246128636021766 0.69572152442932123 -3.1350250244140625 3.5428259229660033 1.3058827728797229 6.1556583062807713 -0.47349653107779366 5.1438518066406251 -0.3193374510783723 1.6412130940820755 3.0598861948649092 -2.7039481026785719 1.2555341892769816 -1.1021436966790095 0.15434965928932762 1.1661805203982762 2.6623137498938521 2.0819082766565784 0.50532293396046901 0.051618267083779368 2.8670757724217011 2.0622657376243958 -0.077691457180754986 -1.9196670515640923 -2.3908895478425203 -2.1629242191314697 leaf_weight=327754 26 20 1041 460 20 131 537 20 26 24 44 20 22450 39 930 27 20 44 210 1835 81 34 120 850 31 25 21 32 156 24 35 35 358 97 24 21 102 63 3449 84 23 29 393 39 35 21 1096 23 27 20 leaf_count=327754 26 20 1041 460 20 131 537 20 26 24 44 20 22450 39 930 27 20 44 210 1835 81 34 120 850 31 25 21 32 156 24 35 35 358 97 24 21 102 63 3449 84 23 29 393 39 35 21 1096 23 27 20 internal_value=0 7.21767 -0.00352786 0.686816 -0.862736 1.26144 2.05099 0.0616311 2.97081 7.25193 2.65352 26.0046 -0.0132683 0.12919 0.776539 0.988207 2.72587 -0.0243942 0.100748 0.441326 1.76937 0.0668806 0.233404 0.747844 1.26448 4.36529 0.412399 0.937247 0.55021 0.473055 2.22311 -0.0239012 0.580442 2.38896 -0.1043 0.174417 0.0617671 0.369074 -0.0248387 -0.0269102 0.502456 0.170422 0.197244 0.524082 0.698457 0.123031 0.103974 -0.679665 -1.82239 -2.29388 internal_weight=0 133 362893 5049 93 2380 938 307 631 50 581 40 357844 25923 1091 73 46 331921 24832 2246 291 22586 1955 1442 548 56 894 492 287 1052 59 331830 514 132 382 2669 22552 993 331316 327838 873 3478 2648 490 428 2158 2137 62 91 47 internal_count=363026 133 362893 5049 93 2380 938 307 631 50 581 40 357844 25923 1091 73 46 331921 24832 2246 291 22586 1955 1442 548 56 894 492 287 1052 59 331830 514 132 382 2669 22552 993 331316 327838 873 3478 2648 490 428 2158 2137 62 91 47 cat_boundaries=0 1 2 3 4 cat_threshold=1159 4 3110 34 is_linear=0 shrinkage=0.01 Tree=175 num_leaves=47 num_cat=11 split_feature=3 4 7 1 25 1 0 25 0 0 22 24 6 26 10 13 6 4 24 26 6 4 0 0 3 10 3 10 7 3 24 25 0 0 26 4 16 25 7 25 23 25 3 25 8 25 split_gain=9.32632e+07 1.57183e+08 1.40439e+08 2.70562e+07 1.77585e+07 1.46e+07 1.04569e+07 1.04516e+07 1.03322e+07 9.22466e+06 8.90279e+06 8.00813e+06 6.36501e+06 8.89519e+06 6.50632e+06 5.83994e+06 6.6235e+06 1.12936e+07 5.66514e+06 5.80802e+06 5.58192e+06 5.25106e+06 4.36091e+06 3.24572e+06 3.14331e+06 3.5389e+06 4.73621e+07 2.28602e+06 2.26231e+06 2.17662e+06 2.04548e+06 1.91487e+06 3.03501e+06 2.94058e+06 2.91085e+06 1.35466e+06 1.35343e+06 1.17964e+06 1.53543e+06 1.15484e+06 1.03592e+06 913202 809147 687098 682286 556804 threshold=2725.8677800000005 2693.9010000000007 2822.9627650000007 678.28840000000002 0 2781.5828000000006 161.48350000000002 1 2778.6210000000005 102.81100000000002 426.82250000000005 2 1937.6795000000002 2022.5000000000002 137.52250000000001 676.19050000000004 137.52500000000001 629.95226050000008 3 2022.5000000000002 316.16370000000001 54.400000000000006 992.19979999999998 1884.2950000000003 14.222000000000001 246.87250000000003 17.427500000000002 111.71950000000002 203.18550000000002 991.56000000000017 4 5 2778.6210000000005 1884.2950000000003 2022.5000000000002 417.88250000000005 379.69589000000002 6 2822.9627650000007 7 8.2462500000000016 8 608.61636750000014 9 1973.6620000000003 10 decision_type=2 2 2 2 9 2 2 9 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 9 2 9 2 9 2 9 2 9 left_child=3 12 -3 6 5 15 24 8 11 29 18 20 13 22 -15 16 21 -18 23 -20 -8 -5 -2 -11 37 28 -27 -13 36 42 -30 32 35 40 -35 -9 -26 44 41 -28 -33 -39 43 -6 45 -1 right_child=1 2 -4 4 9 -7 7 31 -10 10 -12 27 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 26 39 -29 30 -31 -32 33 -34 34 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.26719554446112187 3.0543312892207393 3.2232715058326722 38.470127194477968 3.5779684339543825 0.58323899287730452 10.551299959380051 1.14472257730392 0.14080895744285074 6.4877354842424397 0.70991407369519322 8.0501216945648189 0.10977584778244075 -2.8297688278198239 -3.0396959286351359 3.6748840800921125 -1.899903141368519 2.8834018442034721 12.462571853637696 3.198200313093325 1.0594062034099441 3.1301765414483533 -0.96618409974234443 8.912827228109041 -2.1369073342217342 0.04139333893675972 15.933940478086472 0.90831683307182132 0.93684927598323697 1.1063760146108599 -3.0649824539820356 0.1763752525199104 -0.071474643783941139 3.9267334808002818 -4.5505906422932938 -0.067432759829929897 0.84572383306770516 1.0566573006456548 0.0036782458638832823 2.5524278176349142 0.086437018766304927 -2.0445389825326425 -0.039862668803190185 1.7670057350158692 -0.24246230317861528 1.6709021766369159 0.035473325324362211 leaf_weight=1096 27 20 26 93 118 29 931 3201 32 364 20 1229 25 31 27 22 32 20 233 279 167 35 24 45 24912 20 244 459 372 24 656 1842 22 30 28 298 132 59764 23 548 27 248384 25 467 26 16845 leaf_count=1096 27 20 26 93 118 29 931 3201 32 364 20 1229 25 31 27 22 32 20 233 279 167 35 24 45 24912 20 244 459 372 24 656 1842 22 30 28 298 132 59764 23 548 27 248384 25 467 26 16845 internal_value=0 7.19617 23.1454 -0.00373089 1.2172 3.75371 -0.00983406 0.341748 0.83487 0.816165 1.44953 0.772938 1.72106 2.76483 0.0860568 2.96365 3.55808 6.5677 1.30619 1.99378 1.43364 2.33543 5.81127 0.387226 -0.0180664 0.085865 0.735989 0.332702 0.0656172 -0.111016 0.525391 0.0849906 0.22349 -0.167922 -2.38631 0.200845 0.0467445 -0.0266336 -0.0312254 0.352202 -0.099978 -0.0314193 0.00520527 -0.0700853 0.0521146 0.0497977 internal_weight=0 180 46 363094 1806 231 361288 8266 2818 1575 941 2786 134 109 58 202 180 52 921 512 1098 128 51 409 353022 26884 812 1688 26072 634 1028 5448 3521 1927 58 3499 25044 326138 308171 792 1869 308148 610 585 17967 17941 internal_count=363274 180 46 363094 1806 231 361288 8266 2818 1575 941 2786 134 109 58 202 180 52 921 512 1098 128 51 409 353022 26884 812 1688 26072 634 1028 5448 3521 1927 58 3499 25044 326138 308171 792 1869 308148 610 585 17967 17941 cat_boundaries=0 7 13 14 15 16 23 30 33 40 44 50 cat_threshold=1048576 134217728 64 0 16384 0 128 1148416 142868992 67109136 66048 16448 16384 1302 3776 772 203686020 1073775928 135794688 3254779939 12588288 2 4 2147483648 360452 2147551232 1179976736 42109056 2420141120 2 135266304 263168 4352 536920196 3145792 9441812 2149720576 537931792 8618132 128 512 262148 0 1142947840 0 0 0 4194304 2176 16384 is_linear=0 shrinkage=0.01 Tree=176 num_leaves=52 num_cat=11 split_feature=2 9 9 7 1 6 11 25 24 1 3 1 2 11 1 1 24 25 6 8 2 3 10 7 8 25 3 2 1 6 9 9 8 18 9 3 24 1 25 13 24 8 2 24 25 25 3 17 11 11 13 split_gain=9.37981e+07 1.69291e+08 3.69187e+07 1.01028e+08 2.64479e+07 1.51798e+07 1.37289e+07 1.32813e+07 1.13691e+07 2.00335e+07 1.11051e+07 9.27857e+06 7.68274e+06 6.81234e+06 6.7349e+06 6.02076e+06 5.41307e+06 5.40015e+06 4.72042e+06 3.34343e+06 3.33169e+06 3.26931e+06 4.49026e+06 2.58596e+06 2.84736e+06 2.75095e+06 3.72632e+06 2.4208e+06 2.14306e+06 2.08893e+06 1.98116e+06 1.29425e+07 1.16884e+07 3.97848e+06 1.8722e+06 1.8614e+06 1.84937e+06 2.16661e+06 1.82868e+06 2.0007e+06 1.75532e+06 1.37963e+06 1.24779e+06 1.14972e+06 3.90539e+06 1.18273e+06 1.11672e+06 1.00289e+06 940840 927950 757000 threshold=2682.0900000000006 2854.0889000000006 27.744000000000003 46.905000000000008 678.28840000000002 26.308000000000003 1230.4050000000002 0 1 2781.5828000000006 1493.1141200000004 74.69250000000001 967.39580000000012 367.37175000000008 860.12500000000011 786.89439000000004 2 3 1324.2200000000003 522.29990000000009 193.49000000000004 1493.1141200000004 23.837500000000002 107.34650000000001 2971.7767500000004 4 250.65000000000003 873.09500000000014 1892.2623000000001 1324.2200000000003 395.07800000000003 419.23800000000006 18.214000000000002 833.30100000000004 548.96735000000001 511.93300000000005 5 1256.4300000000001 6 233.07310000000004 7 824.40500000000009 205.93275000000003 8 9 10 1118.1025000000002 1179.9325000000001 207.36964000000003 231.49199999999999 1063.1169900000002 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 9 2 1 2 2 1 9 9 2 2 2 2 2 left_child=4 2 3 5 11 14 7 8 34 15 19 23 17 -4 -2 -10 46 29 41 -8 36 22 -22 30 25 26 -25 -21 -23 40 43 32 -32 -33 35 -6 37 -9 39 -19 -13 -18 -31 44 -1 -45 48 -27 -14 -38 -40 right_child=1 -3 13 -5 6 -7 10 20 9 -11 -12 12 16 -15 -16 -17 18 38 -20 27 21 28 -24 24 -26 47 -28 -29 -30 42 31 33 -34 -35 -36 -37 49 -39 50 -41 -42 -43 -44 45 -46 -47 -48 -49 -50 -51 -52 leaf_value=0.20786054947756732 1.3184438189944705 30.757124208303598 -7.7405048080112628 26.873219633936884 -0.53861414822665121 -5.6704644393920898 5.8068214529210866 1.6557705577769022 0.38437022472250049 12.769485905965169 9.1347371458738209 0.33582416372537088 -0.78376976292307787 -0.45286690810631064 7.5833446073532107 4.178372758706411 2.0828542920521325 0.19749164368805214 7.6679636726379394 3.6260939754486081 2.1303230749188287 0.34478156148170941 0.33280539492610844 0.40804107291997876 -2.9935270358994606 0.078286792978677994 2.0140488507897554 -0.44818460627964563 -3.1639006860167895 4.6966125893592832 8.8963717120524617 0.02987727972239624 -0.79182405090332031 4.3397676571932706 -2.9309195443391798 2.7522742290496827 -0.45037685053611087 -0.31096116884790287 -0.00066771834294172437 0.91989283168170521 0.97151209558796814 4.7461888719641641 1.3742463995860175 0.054496578771252573 -0.019147923337029568 -0.037804005209003205 2.0951312861839928 1.912619784673055 1.588476795014881 1.1059772371394294 -1.8188536967401918 leaf_weight=8947 37 26 23 20 55 20 22 129 58 24 36 902 82 29 32 150 126 5904 20 25 304 49 256 1071 28 4598 167 35 27 20 33 810 20 22 20 25 436 99 5223 410 901 23 26 14634 49234 267996 24 30 21 42 23 leaf_count=8947 37 26 23 20 55 20 22 129 58 24 36 902 82 29 32 150 126 5904 20 25 304 49 256 1071 28 4598 167 35 27 20 33 810 20 22 20 25 436 99 5223 410 901 23 26 14634 49234 267996 24 30 21 42 23 internal_value=0 7.08035 3.25677 6.56426 -0.00380761 2.00045 1.20805 0.975665 2.73708 3.94842 4.5048 -0.00981836 0.245395 -3.67625 4.22391 3.12043 1.83896 0.210218 2.93274 2.47215 0.515667 1.04447 1.3086 -0.0198811 0.187798 0.202983 0.619678 1.24943 -0.901724 0.710587 -0.0234634 0.449061 5.24045 0.143841 -0.176685 0.489788 0.0465949 0.768106 0.129458 0.244014 0.660743 2.49397 2.81875 -0.0246904 0.0157909 -0.0330231 0.141402 0.089983 -0.300108 -0.307199 -0.00862274 internal_weight=0 187 161 109 363087 89 1792 1674 332 232 118 361295 13705 52 69 208 296 13409 169 82 1342 636 560 347590 5894 5866 1238 60 76 1849 341696 885 53 832 100 80 706 228 11560 6314 1803 149 46 340811 58181 282630 127 4628 103 478 5246 internal_count=363274 187 161 109 363087 89 1792 1674 332 232 118 361295 13705 52 69 208 296 13409 169 82 1342 636 560 347590 5894 5866 1238 60 76 1849 341696 885 53 832 100 80 706 228 11560 6314 1803 149 46 340811 58181 282630 127 4628 103 478 5246 cat_boundaries=0 7 8 9 14 19 20 26 27 28 35 41 cat_threshold=1048576 0 64 1073741824 16384 0 132 1091 960 1081344 134479872 68157456 512 128 3245056 262144 85 67174400 8405056 1062 203753120 1083179012 168301312 0 12678913 256 3241 3 1081348 2097220 2155876624 3221316129 10752 4196352 2 536870912 360452 8456320 108004384 43157520 223430 is_linear=0 shrinkage=0.01 Tree=177 num_leaves=49 num_cat=12 split_feature=2 9 0 1 6 11 25 24 1 0 25 0 7 8 0 24 6 1 1 25 24 25 12 4 2 2 2 10 8 4 25 0 0 5 5 8 8 24 11 25 5 23 0 25 10 5 25 6 split_gain=9.19315e+07 1.65922e+08 5.38274e+07 2.59216e+07 1.61878e+07 1.34557e+07 1.30276e+07 1.0724e+07 2.11205e+07 1.00691e+07 1.08568e+07 1.04884e+07 8.2336e+06 1.46555e+07 7.42543e+06 7.22319e+06 6.82822e+06 5.16394e+06 5.09318e+06 3.94167e+06 4.27967e+06 5.41011e+06 3.76872e+06 3.76224e+06 3.49551e+06 3.23617e+06 3.97038e+06 4.15076e+07 2.7362e+06 2.71814e+06 2.26477e+06 3.48824e+06 2.96624e+06 2.28866e+06 1.75679e+06 1.58015e+06 1.42021e+06 1.2606e+06 1.62751e+06 1.0431e+06 1.18821e+06 1.02425e+06 831104 767334 607409 578494 534751 12860.4 threshold=2682.0900000000006 2854.0889000000006 2778.6210000000005 678.28840000000002 44.980991500000009 1230.4050000000002 0 1 1892.2623000000001 161.48350000000002 2 2778.6210000000005 1538.3385000000001 1581.7937000000002 688.40820000000008 3 1136.6981000000003 786.89439000000004 786.89439000000004 4 5 6 1017.6685000000001 2693.9010000000007 624.21400000000006 27.046500000000005 27.535980000000006 44.461500000000008 824.40500000000009 559.40605000000016 7 2778.6210000000005 2778.6210000000005 1016.9325000000002 622.44110000000012 107.16950000000001 912.87025000000017 8 104.02000000000002 9 2871.8940000000007 8.2462500000000016 1275.1415000000002 10 1564.7167200000001 119.16450000000002 11 19.348970000000005 decision_type=2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 1 2 2 2 9 1 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 9 2 2 2 9 2 2 9 2 left_child=3 2 4 9 14 6 7 8 18 25 11 15 22 -14 -2 28 -17 -6 -5 20 21 -8 34 -22 45 39 27 47 -11 35 32 41 33 -12 -7 -28 -31 38 -21 44 43 -32 -39 -41 46 -9 -1 -27 right_child=1 -3 -4 5 17 12 19 24 -10 10 30 -13 13 -15 -16 16 -18 -19 -20 37 23 -23 -24 -25 -26 26 29 -29 -30 36 31 -33 -34 -35 -36 -37 -38 42 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 leaf_value=0.26255232577290744 1.6383345603942872 30.449552597632774 15.826086250032697 -0.47550813039143885 0.35599283613007643 -1.6411168241500855 0.68040546711659278 -0.81844658780980994 15.022057367960613 0.22882257148524257 0.16737914891051098 6.625908970986643 14.201439027786256 2.0954294695854188 8.7068626801863953 1.2481702250369517 5.9308325395174322 -5.2160436366154599 5.2590986955494188 0.11474903111410614 0.73330753364061052 3.791367700202712 4.8819990823075576 -3.0725124429773398 3.8206949904869347 -0.068411832560587971 0.046422795584393745 15.172065726757051 2.0239234641393025 1.1626183718744714 -0.11902557397774684 -3.5291335327394546 3.8857377468455923 2.0759596899896859 2.5000872421264648 0.35045834295925693 -1.1871939526285444 -0.41178753249347211 2.5100678487618766 0.0045764845415361827 1.9607307834625243 -2.0458715765816824 -2.5284284191131592 -0.036629334140992578 1.6432891583442688 1.0753525874925698 0.035256625105072541 0.13346427341786826 leaf_weight=1104 42 26 28 21 29 20 139 54 21 1502 3434 31 20 20 23 1159 32 39 59 202 684 106 37 27 29 137 18258 20 90 316 1872 31 22 64 21 1886 28 256 33 54628 30 28 20 261755 24 23 14803 41 leaf_count=1104 42 26 28 21 29 20 139 54 21 1502 3434 31 20 20 23 1159 32 39 59 202 684 106 37 27 29 137 18258 20 90 316 1872 31 22 64 21 1886 28 256 33 54628 30 28 20 261755 24 23 14803 41 internal_value=0 7.00954 3.2242 -0.00376912 0.571173 1.19597 0.965908 3.25853 5.54743 -0.00971976 0.335304 0.838408 4.45975 8.14843 4.13951 0.776953 1.36254 -2.83973 3.75376 0.615998 0.993585 2.12227 2.56812 0.580617 0.787389 -0.0177973 0.10356 1.51283 0.328243 0.0899403 0.0739103 -0.200672 0.224682 0.202299 0.479988 0.0748884 0.971355 -0.0959206 0.4327 -0.0253509 -0.029326 -0.147421 -0.545406 -0.0295156 0.0535838 -0.252766 0.0512189 -0.0219123 internal_weight=0 187 161 363087 133 1792 1674 207 101 361295 8265 2814 118 40 65 2783 1191 68 80 1467 956 245 78 711 106 353030 20686 198 1592 20488 5451 1931 3520 3498 41 20144 344 511 235 332344 316413 1900 276 316383 15931 77 15907 178 internal_count=363274 187 161 363087 133 1792 1674 207 101 361295 8265 2814 118 40 65 2783 1191 68 80 1467 956 245 78 711 106 353030 20686 198 1592 20488 5451 1931 3520 3498 41 20144 344 511 235 332344 316413 1900 276 316383 15931 77 15907 178 cat_boundaries=0 7 8 14 15 20 21 24 31 32 39 46 52 cat_threshold=1048576 0 64 0 0 0 132 428 1148416 142868992 67109136 66048 16448 16384 2792 136365568 134251584 4368 1073807360 16384 532 33280 0 256 203686020 1073775928 135794688 3254779939 12588288 2 4 1594 0 360452 2148599812 104924704 43157648 2420270080 2 2684403844 1093664864 8393360 3221364737 12288 8489108 8 0 0 0 4194304 2176 16384 is_linear=0 shrinkage=0.01 Tree=178 num_leaves=56 num_cat=11 split_feature=2 9 0 2 6 14 3 0 25 24 0 0 25 2 6 0 6 13 15 26 8 2 10 9 24 3 3 25 0 25 3 24 26 8 3 0 11 25 10 7 8 0 2 16 19 3 2 17 25 24 13 15 3 25 14 split_gain=9.01021e+07 1.6262e+08 5.27562e+07 2.20626e+07 1.58656e+07 1.05269e+07 1.21941e+07 7.57197e+06 7.83857e+06 9.49492e+06 9.59592e+06 7.27767e+06 6.95164e+06 6.47158e+06 8.19757e+06 5.75741e+06 5.63652e+06 5.58266e+06 3.90558e+06 3.73002e+06 3.6471e+06 3.33215e+06 3.17962e+06 3.16768e+06 3.09751e+06 4.15309e+06 2.68921e+06 2.43067e+06 4.87898e+06 7.00486e+06 2.35934e+06 2.41231e+06 2.08552e+06 1.98488e+06 1.87033e+06 1.85433e+06 1.83707e+06 7.59969e+06 3.65018e+07 1.5141e+06 1.3761e+06 1.34145e+06 1.47177e+06 1.26401e+06 1.21538e+06 1.15306e+06 914820 865334 635182 915209 605778 1.86433e+06 763184 525940 340326 threshold=2682.0900000000006 2854.0889000000006 2778.6210000000005 385.09140000000008 44.980991500000009 1182.8200000000004 1493.1141200000004 86.808500000000024 0 1 1117.6621800000003 688.40820000000008 2 1107.4580000000003 898.38705000000004 887.79240000000016 698.40204000000006 77.572500000000005 1582.5954300000001 2022.5000000000002 118.73000000000002 50.915500000000009 1159.6875000000002 827.32299999999998 3 1493.1141200000004 145.91800000000003 4 887.79240000000016 5 571.90530000000001 6 2022.5000000000002 423.76650000000006 1493.1141200000004 688.40820000000008 76.71250000000002 7 28.903000000000002 2822.9627650000007 658.8995000000001 992.19979999999998 36.046250000000008 109.33375000000002 729.71800000000019 12.567380000000002 784.03650000000005 671.70000000000016 8 9 89.860000000000028 10.998000000000003 2725.8677800000005 10 300.46540000000005 decision_type=2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 9 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 left_child=3 2 4 7 11 12 18 30 9 10 19 -2 13 24 15 -15 21 -16 33 -9 -6 -11 -22 -18 25 -5 -26 28 44 -30 36 32 34 -7 -32 48 39 38 -38 40 -1 53 -43 -34 -10 -39 -37 -35 49 -14 52 -52 -33 -29 -50 right_child=1 -3 -4 5 20 6 -8 8 27 16 -12 -13 35 14 17 -17 23 -19 -20 -21 22 -23 -24 -25 26 -27 -28 41 29 -31 31 50 43 47 -36 46 37 45 -40 -41 -42 42 -44 -45 -46 -47 -48 -49 54 -51 51 -53 -54 -55 -56 leaf_value=-0.025359070917209816 1.6219511068434944 30.145056912348821 15.667825323513576 0.31713517739498509 0.53744526342912158 2.899614118766785 8.7500312255410595 2.4976236827575833 0.16628338899532719 -0.12949469331009636 6.7922975147338143 8.6197942186438521 1.1839627389650087 0.60718928537368777 6.4209048903372983 3.4407509067623887 1.6594323509739293 1.553102290504857 5.6344632110595709 0.29035236186900382 -6.8225474349975581 0.89102065332008129 -1.544333284468878 5.5502260561342602 0.50178846116693721 -3.3325482617002549 1.4236799839362935 0.05105948840493759 3.1448547938270295 0.11899056691203626 1.4578087635532668 0.012363656696848843 -0.015693995123324186 0.60190601789034337 4.1411081093549731 -0.39233067174111647 0.096197189900804961 0.0071611996429552854 15.111256319999695 2.4871530882517496 0.55574659280332872 -1.2501626726433084 1.5635380009242468 2.2188970132796997 2.5202850835973569 0.31038383606524089 -2.7513140147307089 -2.1648383512496951 -0.16763144555204773 0.076442942962572272 3.3919069690704347 -0.78271256322446081 -1.9456959824335007 -0.20966213662348154 1.0253869964599609 leaf_weight=339655 42 26 28 565 22 25 34 218 7203 812 42 23 101 275 62 97 93 38 20 118 25 528 21 27 583 33 692 2044 127 187 138 382 138 26 32 31 85 3985 20 24 408 162 21 31 22 1830 35 20 549 247 20 23 21 1233 25 leaf_count=339655 42 26 28 565 22 25 34 218 7203 812 42 23 101 275 62 97 93 38 20 118 25 528 21 27 583 33 692 2044 127 187 138 382 138 26 32 31 85 3985 20 24 408 162 21 31 22 1830 35 20 549 247 20 23 21 1233 25 internal_value=0 6.93945 3.19196 -0.00373013 0.565461 0.791216 3.64027 -0.0113739 0.227121 0.829823 2.22686 4.09811 0.684366 0.978675 2.02933 1.34605 0.455437 4.57114 1.73113 1.72245 -2.81134 0.272619 -4.41293 2.53486 0.719133 0.113828 0.994342 0.125538 0.226185 1.44677 -0.0202022 0.527404 1.14703 0.631594 1.9629 -0.0238352 -0.0214445 0.1532 2.69915 -0.0244846 -0.0246619 -0.0937827 -0.927279 0.394201 0.173451 0.10241 -1.64331 -0.601026 0.0918337 0.421971 0.0300418 1.15897 -0.0896692 -0.0475233 -0.11369 internal_weight=0 187 161 363087 133 3458 125 359629 12837 1838 378 65 3333 2345 472 372 1460 100 91 336 68 1340 46 120 1873 598 1275 10999 7539 314 346792 785 339 71 170 988 346007 5920 105 340087 340063 3460 183 169 7225 5815 66 46 922 348 446 43 403 3277 574 internal_count=363274 187 161 363087 133 3458 125 359629 12837 1838 378 65 3333 2345 472 372 1460 100 91 336 68 1340 46 120 1873 598 1275 10999 7539 314 346792 785 339 71 170 988 346007 5920 105 340087 340063 3460 183 169 7225 5815 66 46 922 348 446 43 403 3277 574 cat_boundaries=0 6 7 14 15 22 29 30 34 41 42 49 cat_threshold=1081344 262144 67108880 65536 16576 16384 6 204850688 142870016 134222096 1075052545 4214784 16384 128 3201 203771396 1216382560 134222144 1073742336 12653825 0 4 512 0 256 1073741824 0 0 4 816 8388608 0 0 67108864 0 1073774660 1048576 69206016 1024 0 4 2076 12583072 286 303628288 2249326626 8192 10 192 is_linear=0 shrinkage=0.01 Tree=179 num_leaves=53 num_cat=11 split_feature=2 4 7 5 0 2 14 3 0 25 24 0 25 2 0 3 3 5 2 4 0 19 24 4 4 16 25 0 25 3 25 3 4 11 25 3 4 2 7 0 2 3 19 25 8 9 2 10 25 24 4 0 split_gain=8.8309e+07 1.6191e+08 1.77454e+08 2.23636e+07 3.39018e+07 2.16255e+07 1.03171e+07 1.19514e+07 7.42276e+06 7.68196e+06 9.30598e+06 9.47213e+06 6.87194e+06 6.44979e+06 8.50196e+06 8.60782e+06 5.69674e+06 4.45735e+06 3.95327e+06 3.18978e+06 3.45862e+06 2.98999e+06 2.91515e+06 3.57131e+06 2.86802e+06 2.74735e+06 2.38302e+06 4.78978e+06 6.87573e+06 2.3215e+06 4.7464e+06 3.87257e+07 5.37528e+06 2.36114e+06 2.3446e+06 2.142e+06 2.36256e+06 2.39186e+06 1.39681e+06 1.31474e+06 1.44248e+06 1.25866e+06 1.19119e+06 1.01176e+06 970335 961881 943575 667235 515551 403801 231051 616030 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 367.52900000000005 1519.5755740000002 385.09140000000008 1182.8200000000004 1493.1141200000004 86.808500000000024 0 1 591.40200000000016 2 1107.4580000000003 153.21245250000001 991.56000000000017 83.825000000000003 1908.1960000000001 37.300500000000007 974.87180000000001 412.19925000000006 411.20625000000013 3 1522.8167500000002 480.67500000000001 698.30250000000012 4 887.79240000000016 5 14.222000000000001 6 15.456105000000003 974.87180000000001 231.49199999999999 7 1890.7105500000002 680.56950000000018 549.23035000000016 2822.9627650000007 992.19979999999998 36.046250000000008 815.10500000000013 729.71800000000019 8 711.30690000000016 1022.5259020000002 3.8214400000000004 7.503000000000001 9 10 7.273200000000001 6.4425000000000017 decision_type=2 2 2 2 2 2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 9 1 2 2 left_child=5 3 -3 4 50 8 12 19 29 10 11 47 13 22 41 -16 -13 -5 25 20 -8 -20 23 -7 -24 -12 27 42 -29 38 31 -31 -33 46 -35 36 45 -38 43 48 -41 -15 -11 49 -45 -14 -32 -10 -28 -1 51 -2 right_child=1 2 -4 17 -6 6 7 -9 9 26 18 16 35 14 15 -17 -18 -19 21 -21 -22 -23 24 -25 -26 -27 39 28 -30 30 33 32 -34 34 -36 -37 37 -39 -40 40 -42 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 -53 leaf_value=0.019881445390071729 2.800112717669943 2.1701674229758128 41.974823001225786 -0.82947225801872493 15.906784537179131 0.30603097412241509 0.57724854765267208 8.6625307719847751 1.5376040845381189 0.16462055460108344 -0.092762786916852302 6.0751296521410527 -0.020769861627011336 0.55762488300517454 1.8506699039936068 5.5217591387996769 0.33690017006613993 -6.4933417383829752 0.89220847373034429 -0.89086745723601313 5.3817343053510118 4.076700380694481 0.77079513687996659 -3.6433464209238693 1.9734506702330328 3.6592499790191653 0.050551379751613564 3.1157016833507232 0.11786105509336831 14.209250152678717 -0.022117721032456097 0.34622879128675421 5.3515349266745833 -0.15671418497113368 1.1747146578285033 -2.693580816763419 3.9691855319341021 0.64064726817143425 2.3365183074951172 -1.2376610409771955 1.5479026758103143 -1.9995426756402723 2.4950823107632725 -0.029511587619321707 0.50343070595933681 2.1395455896286739 0.108416103970027 0.29762998510290073 -0.2075823808080802 0.26844394348500578 0.40429965609595891 0.40041604423522947 leaf_weight=1129 23 21 24 33 21 498 29 34 221 7203 806 81 1111 118 180 99 22 24 603 31 31 31 868 24 257 20 2044 127 187 21 13680 867 22 213 348 27 30 77 25 162 21 23 22 319268 342 21 9304 54 1233 1573 21 20 leaf_count=1129 23 21 24 33 21 498 29 34 221 7203 806 81 1111 118 180 99 22 24 603 31 31 31 868 24 257 20 2044 127 187 21 13680 867 22 213 348 27 30 77 25 162 21 23 22 319268 342 21 9304 54 1233 1573 21 20 internal_value=0 6.87005 23.3993 1.63191 4.88169 -0.00369162 0.783341 3.60387 -0.0112593 0.224874 0.821525 2.20459 0.67756 1.03071 2.14187 3.15331 4.84949 -3.21426 0.450883 1.71381 3.05957 1.04792 0.753607 0.122111 1.03632 -0.00191502 0.124311 0.223967 1.43334 -0.0200001 0.0739334 0.778596 0.470095 0.0463483 0.687345 0.0921112 0.15356 1.57388 -0.0271267 -0.0928494 -0.918006 0.140498 0.171717 -0.02731 -0.0289404 0.0193067 0.0307228 1.29412 -0.0470529 0.165041 1.26408 1.68397 internal_weight=0 187 45 142 85 363087 3458 125 359629 12837 1838 378 3333 2067 420 279 103 57 1460 91 60 634 1647 522 1125 826 10999 7539 314 346792 24455 910 889 23545 561 1266 1239 107 322337 3460 183 141 7225 322312 319610 1132 22984 275 3277 2702 64 43 internal_count=363274 187 45 142 85 363087 3458 125 359629 12837 1838 378 3333 2067 420 279 103 57 1460 91 60 634 1647 522 1125 826 10999 7539 314 346792 24455 910 889 23545 561 1266 1239 107 322337 3460 183 141 7225 322312 319610 1132 22984 275 3277 2702 64 43 cat_boundaries=0 6 7 14 15 22 29 35 42 48 55 56 cat_threshold=1081344 262144 67108880 65536 16576 16384 6 204850688 142869504 134218000 1075052545 20480 16384 128 3201 203771396 1216382560 134222144 1073742336 12653825 0 4 512 0 256 1073741824 0 0 4 9437184 65536 64 16896 8389632 2048 134250496 64 512 1073741824 4194304 0 128 0 4 0 4194336 34816 2147510272 12583072 286 303628288 2249326626 8192 10 192 488 is_linear=0 shrinkage=0.01 Tree=180 num_leaves=48 num_cat=10 split_feature=2 3 12 0 25 1 24 3 1 6 3 11 3 4 25 3 1 13 1 24 13 19 25 8 1 0 10 0 4 4 13 13 25 24 1 2 13 10 11 25 3 14 15 25 25 2 11 split_gain=1.16382e+08 1.79133e+08 2.22866e+08 2.75495e+07 2.38565e+07 4.51835e+07 2.74085e+07 3.50773e+07 1.38799e+07 2.28457e+07 1.07545e+07 9.82073e+06 8.49952e+06 2.0123e+07 7.69541e+06 1.09566e+07 9.7873e+06 1.39905e+07 7.64869e+06 6.54336e+06 5.75606e+06 5.37055e+06 4.40875e+06 4.01823e+06 3.87551e+06 3.31384e+06 3.39582e+06 3.0053e+06 2.93896e+06 2.8443e+06 2.80897e+06 3.24121e+06 2.37589e+06 2.35647e+06 2.0839e+06 1.5061e+06 1.49365e+06 1.7917e+06 1.4915e+06 9.15471e+06 3.83016e+07 1.3332e+06 2.82012e+06 1.25138e+06 873429 163557 108727 threshold=2682.0900000000006 2725.8677800000005 85.709000000000017 591.40200000000016 0 2781.5828000000006 1 20.826328500000006 860.12500000000011 116.37925 166.37775000000002 1085.4300000000001 1118.1025000000002 1292.0010000000002 2 2725.8677800000005 1461.4925000000003 23.022750000000006 2781.5828000000006 3 1661.2684800000002 729.71800000000019 4 22.231000000000005 733.85806350000018 65.403650000000013 1058.8682400000002 1519.5755740000002 102.15277500000001 1888.1190000000004 53.166880000000006 1063.1169900000002 5 6 148.22950000000003 486.17193650000007 1175.575 435.29700000000003 75.151416000000026 7 14.522500000000003 943.12925000000007 270.06600000000009 8 9 723.85250000000008 443.6112050000001 decision_type=2 2 2 2 9 2 1 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 2 9 9 2 2 left_child=3 8 -3 10 5 6 7 -5 28 -10 25 18 30 -14 15 16 21 -18 20 24 22 -12 -6 -9 -8 38 32 -21 -2 36 -13 -32 33 -27 -28 -34 37 -16 41 40 -40 43 -43 -1 -41 -20 -38 right_child=1 2 -4 4 11 -7 19 23 9 -11 14 12 13 -15 29 -17 17 -19 45 27 -22 -23 -24 -25 -26 26 34 -29 -30 -31 31 -33 35 -35 -36 -37 46 -39 39 44 -42 42 -44 -45 -46 -47 -48 leaf_value=0.2085198300564641 1.0902742311689588 6.8412681121826182 49.936723247528079 14.559146684646608 0.92961361452362834 16.79904187520345 1.2128487730026245 -0.2769405324118478 13.783601032603872 0.77908603995186942 0.60137812611178521 -1.344604194075973 14.29782462310791 1.3482450921138127 0.11236439761232607 6.5359163659991646 9.6017195912065176 -1.270053035736084 -4.3457227979387554 -0.29368643574092695 5.7585112919693904 4.7891647261957973 -0.088628497545917839 4.8735220660585341 5.5097286036918902 0.9799490948721894 0.6737927076090936 -3.9855303685418488 -2.7142191892056853 -2.6436797283791207 4.6518448364734653 -0.26963965561078945 0.052619061926152434 0.22933084708754756 4.886082959373792 0.87251737785131134 -1.1980825169881184 1.0649915312918332 0.11338460588260837 -0.097780410234194315 14.298664468427498 0.35542979621887205 4.327738440377372 -0.027134530180706423 0.17178362595929794 -3.1119158348170193 -2.2040466794100677 leaf_weight=2259 45 30 20 40 976 24 76 28 22 35 2519 27 20 30 3886 33 29 20 21 92 21 31 752 33 29 575 23 29 37 37 32 23 10353 1544 24 229 21 208 92 1833 24 120 21 332774 3460 22 22 leaf_count=2259 45 30 20 40 976 24 76 28 22 35 2519 27 20 30 3886 33 29 20 21 92 21 31 752 33 29 575 23 29 37 37 32 23 10353 1544 24 229 21 208 92 1833 24 120 21 332774 3460 22 22 internal_value=0 7.84717 24.0795 -0.00203369 1.09495 3.45699 2.58348 6.62557 2.00823 5.79837 -0.00896336 0.642724 3.27846 6.52808 0.384774 0.806991 0.737355 5.16426 0.45216 0.463386 0.554599 0.652288 0.491357 2.50938 2.19094 -0.0165477 0.141747 -1.08855 -0.626387 0.116324 1.29699 2.59377 0.131818 0.436661 2.82475 0.0702957 0.14129 0.160764 -0.0224726 0.142259 2.80634 -0.025131 0.94705 -0.0255402 0.0784235 -3.71447 -1.71276 internal_weight=0 189 50 362412 2275 351 327 101 139 57 360137 1924 132 50 6806 2632 2599 49 1792 226 1749 2550 1728 61 105 353331 12748 121 82 4174 82 55 12701 2119 47 10582 4137 4094 340583 5409 116 335174 141 335033 5293 43 43 internal_count=362601 189 50 362412 2275 351 327 101 139 57 360137 1924 132 50 6806 2632 2599 49 1792 226 1749 2550 1728 61 105 353331 12748 121 82 4174 82 55 12701 2119 47 10582 4137 4094 340583 5409 116 335174 141 335033 5293 43 43 cat_boundaries=0 7 8 14 15 22 27 28 32 38 45 cat_threshold=9437696 134217728 0 0 16384 0 128 2098 136414368 142868560 201851216 0 70656 16384 1348 312320 263172 67112976 1073807360 4198400 16384 4 32768 134479936 67109184 33587712 65 22 8388608 0 0 1 0 4 0 4194336 2048 67133440 1612218368 142606614 310380545 3232907266 78400 128 128 is_linear=0 shrinkage=0.01 Tree=181 num_leaves=45 num_cat=6 split_feature=2 3 12 0 25 1 1 6 2 0 3 22 25 3 1 5 1 3 2 19 8 17 0 1 9 1 20 9 4 11 6 0 25 25 25 7 13 11 4 0 4 25 6 8 split_gain=1.14066e+08 1.75568e+08 2.18431e+08 2.7003e+07 2.3381e+07 4.42844e+07 1.36037e+07 2.23911e+07 1.2578e+07 2.12047e+07 1.05405e+07 9.74531e+06 7.54227e+06 1.07385e+07 9.59253e+06 1.54361e+07 7.11305e+06 6.90331e+06 6.71374e+06 5.26368e+06 5.21637e+06 5.01487e+06 3.89035e+06 3.25635e+06 5.19354e+06 2.85939e+07 2.93723e+06 2.90179e+06 2.88048e+06 2.64399e+06 2.28698e+06 2.23243e+06 1.86436e+06 1.62457e+06 1.39529e+06 1.3561e+06 1.17511e+06 1.74343e+06 1.307e+06 1.09409e+06 957856 235999 308411 157776 threshold=2682.0900000000006 2725.8677800000005 85.709000000000017 591.40200000000016 0 2781.5828000000006 860.12500000000011 116.37925 27.046500000000005 1275.1415000000002 166.37775000000002 620.82500000000016 1 2725.8677800000005 1461.4925000000003 384.24423250000001 2781.5828000000006 109.51753000000001 210.00800000000001 729.71800000000019 1350.3896175000002 31.362500000000001 747.41500000000008 26.307400000000005 375.64974000000007 32.44100000000001 271.06650000000008 1972.2770000000003 102.15277500000001 1085.4300000000001 1000.0509250000001 137.52300000000002 2 3 4 2822.9627650000007 483.56250000000006 76.71250000000002 862.3225000000001 887.79240000000016 229.44145 5 898.38705000000004 168.16500000000005 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 9 2 2 2 2 2 2 9 2 2 left_child=3 6 -3 10 5 8 28 -8 9 22 23 16 13 14 19 -16 18 39 26 -12 -20 -19 -5 34 31 -26 -6 36 -2 -27 -18 33 -33 -25 41 40 37 -14 -38 -10 -36 43 -43 -1 right_child=1 2 -4 4 11 -7 7 -9 17 -11 12 -13 27 -15 15 -17 30 21 20 -21 -22 -23 -24 24 25 29 -28 -29 -30 -31 -32 32 -34 -35 35 -37 38 -39 -40 -41 -42 42 -44 -45 leaf_value=0.34376158050004085 1.0793714569939508 6.7728555450439458 49.437355946540833 4.6645056606860873 0.061476653502642656 16.631051368713379 13.645764756636186 0.77129508972167971 -0.48888499520041728 11.439136447906494 0.5953643435400694 7.5837122230529781 0.081803519671569222 6.4705569498466717 11.871191568374634 0.45153417455738992 -1.3998823745702875 0.82951332774915187 1.1078046122150393 4.7412731224490754 3.8673855001048039 5.0883225390238644 0.77831211792795285 0.14059241834946445 12.848944471359253 0.42872400211288147 2.9283074933451578 -3.2812726417541507 -2.6870770520132941 3.7782396652221677 -5.7954524538517003 1.0109611447383831 0.24286988056207126 -0.042472086139899994 -0.027726032477961206 2.0323036956787108 -0.2635150989364175 0.66472414228689569 -2.5388501345726753 -3.4047891499919274 0.19211617846001752 0.11291643696540428 1.2093051272172195 -0.39269737497965496 leaf_weight=959 45 30 20 47 1048 24 22 35 22 36 2519 20 3377 33 20 29 29 95 694 31 76 39 57 9174 20 411 37 25 37 25 20 375 1911 10262 326169 32 136 605 31 31 1994 1943 26 30 leaf_count=959 45 30 20 47 1048 24 22 35 22 36 2519 20 3377 33 20 29 29 95 694 31 76 39 57 9174 20 411 37 25 37 25 20 375 1911 10262 326169 32 136 605 31 31 1994 1943 26 30 internal_value=0 7.7687 23.8387 -0.00201272 1.08403 3.42242 1.98814 5.74039 2.55764 4.82432 -0.00887332 0.63634 0.380926 0.798921 0.729981 5.11262 0.566705 0.860665 0.666045 0.645766 1.38018 2.06902 2.53457 -0.0163818 0.100926 1.15711 0.15924 0.115161 -0.620124 0.620783 -3.19399 0.0787543 0.374354 0.0439868 -0.0242381 -0.0261887 0.135904 0.170369 -0.685883 -2.19441 -0.0263902 0.191619 0.12675 0.318205 internal_weight=0 189 50 362412 2275 351 139 57 327 140 360137 1924 6806 2632 2599 49 1904 187 1855 2550 770 134 104 353331 22178 456 1085 4174 82 436 49 21722 2286 19436 331153 328195 4149 3982 167 53 328163 2958 1969 989 internal_count=362601 189 50 362412 2275 351 139 57 327 140 360137 1924 6806 2632 2599 49 1904 187 1855 2550 770 134 104 353331 22178 456 1085 4174 82 436 49 21722 2286 19436 331153 328195 4149 3982 167 53 328163 2958 1969 989 cat_boundaries=0 7 13 17 24 30 36 cat_threshold=9437696 134217728 0 0 16384 0 128 136414368 142868560 201851216 0 70656 16384 10518528 134217728 1048576 1 153390592 1075053572 840 4489218 2160072448 16642 128 0 4 0 4194336 8390656 2214619136 0 0 0 4194304 2048 24576 is_linear=0 shrinkage=0.01 Tree=182 num_leaves=47 num_cat=14 split_feature=2 3 12 3 10 25 24 6 2 11 3 2 4 25 8 14 3 7 4 24 10 13 7 25 7 24 25 24 25 8 7 11 4 24 7 8 24 25 4 25 7 2 13 4 25 4 split_gain=1.11796e+08 1.72075e+08 2.14084e+08 2.0714e+07 1.34633e+07 1.16907e+07 1.6556e+07 1.6123e+07 1.89658e+07 1.18666e+07 1.10013e+07 7.38508e+06 6.54147e+06 3.81856e+06 4.67546e+06 3.92765e+06 3.55928e+06 3.2865e+06 8.11115e+06 3.09762e+06 4.73721e+06 2.96802e+06 2.87189e+06 5.27266e+06 4.04451e+07 2.67238e+06 1.93051e+06 2.52545e+06 4.28468e+06 2.26956e+06 1.86709e+06 1.78204e+06 1.76748e+06 1.70247e+06 1.48624e+06 1.46521e+06 1.00735e+06 869999 896798 846093 776790 775795 684452 603759 507387 203601 threshold=2682.0900000000006 2725.8677800000005 85.709000000000017 481.20000000000005 397.30250000000007 0 1 1937.6795000000002 967.39580000000012 1413.4285000000002 2725.8677800000005 251.15409550000004 2693.9010000000007 2 1581.7937000000002 1352.1000000000001 2725.8677800000005 46.905000000000008 7.273200000000001 3 1935.1350000000002 776.13908000000004 27.935905000000005 4 30.573000000000004 5 6 7 8 1973.6620000000003 2822.9627650000007 734.30050000000017 99.738500000000016 9 171.00000000000003 1148.5039000000004 10 11 1522.8167500000002 12 610.83000000000004 967.39580000000012 414.66000000000003 417.88250000000005 13 537.37500000000011 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 9 2 1 9 1 9 2 2 2 2 1 2 2 1 9 2 9 2 2 2 2 9 2 left_child=3 4 -3 11 17 6 7 9 -9 10 -5 22 19 14 15 25 31 18 -2 34 -21 41 26 24 -24 -13 27 28 -1 36 32 37 -25 -26 -8 -6 -28 45 -39 -29 -16 44 -33 -43 -15 -7 right_child=1 2 -4 5 35 16 12 8 -10 -11 -12 13 -14 21 40 -17 -18 -19 -20 20 -22 -23 23 30 33 -27 29 39 -30 -31 -32 42 -34 -35 -36 -37 -38 38 -40 -41 -42 43 -44 -45 -46 -47 leaf_value=1.5151007478506793 5.8149902324676512 6.7051259816487629 48.942981919288634 1.4990530016571779 -4.8418043079376218 -0.4759997219301117 0.00920510785494532 1.7022668892404309 14.689513189142401 7.7324067418715536 7.0627025640333025 0.041042892161153262 -4.3318766427809194 -0.22386706777536663 5.3996973342895513 4.8723550633021766 -2.9906137231680066 7.567672164916992 -0.65657116889953615 0.61174200248423916 5.0971074645996097 3.5538841280729874 14.80855992203667 0.03732039584603828 1.2535713864627638 0.72351405375081057 0.00067308799064632544 -0.15193417776427784 0.19769198599031995 2.3583833494186401 2.580213508605957 0.71632558059692386 0.31511251393324796 -0.18627396344507813 -1.699419499605894 -1.01399968624115 -0.036222515846231741 0.099397846720397587 2.1132580834886303 0.11955015353249769 2.6126022510528566 -0.46420323456532858 2.8707823148267022 -2.2620619056338356 0.17743287553279077 -1.511798879532587 leaf_weight=326 45 30 20 901 20 197 140 23 22 34 37 811 31 507 20 21 39 20 34 405 25 23 21 13856 142 2035 111766 1501 970 40 30 30 2744 179 80 20 219021 573 23 4782 20 169 29 21 797 21 leaf_count=326 45 30 20 901 20 197 140 23 22 34 37 811 31 507 20 21 39 20 34 405 25 23 21 13856 142 2035 111766 1501 970 40 30 30 2744 179 80 20 219021 573 23 4782 20 169 29 21 797 21 internal_value=0 7.69102 23.6003 -0.00199222 1.96826 0.885659 1.37203 2.17837 8.05159 1.92888 1.71851 -0.00843123 0.153734 0.397623 0.608793 0.563517 -0.0345459 3.94651 3.02976 0.370028 0.852689 -0.0109792 -0.0134861 0.113452 1.32476 0.531723 -0.0198524 0.137847 0.538141 -0.0234686 0.0876915 0.0971164 0.0832398 0.483916 -0.585499 -2.9279 -0.0237573 -0.0245207 0.174191 0.0545546 4.00615 -0.0659335 1.7753 -0.662914 0.0210499 -0.550525 internal_weight=0 189 50 362412 139 2610 1698 1017 45 972 938 359802 681 4424 2907 2867 912 99 79 650 430 1517 355378 16972 342 2846 338406 7579 1296 330827 16630 873 16600 321 220 40 330787 814 596 6283 40 1494 59 190 1304 218 internal_count=362601 189 50 362412 139 2610 1698 1017 45 972 938 359802 681 4424 2907 2867 912 99 79 650 430 1517 355378 16972 342 2846 338406 7579 1296 330827 16630 873 16600 321 220 40 330787 814 596 6283 40 1494 59 190 1304 218 cat_boundaries=0 7 8 15 16 22 23 29 30 31 32 33 38 39 45 cat_threshold=137414144 1207960640 67633488 1073741824 16384 16384 132 2928 2459136 142935620 202379536 1076101121 4199680 0 128 136 2155874304 1048576 0 67109376 0 2048 448 1048576 65540 64 4194336 8390785 2218811392 6 1048576 2832 23 8650752 36 1048576 73400353 2048 1048576 538460288 32768 2117 2182086688 8388608 128 is_linear=0 shrinkage=0.01 Tree=183 num_leaves=49 num_cat=5 split_feature=0 1 9 3 1 9 4 4 20 0 4 3 25 7 12 25 0 5 23 3 17 14 0 3 9 3 6 7 1 7 1 5 12 10 25 1 25 5 0 0 1 1 25 10 8 7 8 3 split_gain=1.0361e+08 1.9542e+08 1.94341e+08 2.69259e+07 1.89706e+07 1.9578e+07 2.10739e+07 1.16524e+07 1.57861e+07 1.04576e+07 9.10734e+06 8.97738e+06 6.71822e+06 9.49135e+06 7.0178e+06 5.83299e+06 9.88322e+06 6.69087e+06 6.11463e+06 3.98183e+06 4.1561e+06 3.88741e+06 3.78657e+06 3.301e+06 4.25267e+06 4.76396e+07 3.17498e+06 3.01354e+06 3.75346e+06 2.84173e+06 2.28135e+06 2.53694e+06 2.1106e+06 1.84246e+06 1.78661e+06 1.56598e+06 1.54642e+06 1.53107e+06 1.42573e+06 2.90918e+06 1.41026e+06 1.24442e+06 1.23153e+06 1.13892e+06 976307 948600 899407 713773 threshold=2778.6210000000005 2781.5828000000006 85.335000000000022 481.20000000000005 962.58510000000012 2854.0889000000006 2693.9010000000007 64.946749999999994 681.24500000000012 227.70275000000004 2693.9010000000007 1282.3492500000004 0 1538.3385000000001 117.19185000000002 1 1117.6621800000003 76.652750000000012 8.5912500000000005 2725.8677800000005 1071.2935000000002 1619.4627500000004 1519.5755740000002 14.222000000000001 395.07800000000003 20.467500000000005 316.16370000000001 327.23600000000005 354.74564000000004 462.97950000000009 83.833000000000013 3.4050000000000007 94.941500000000019 1330.1795 2 733.85806350000018 3 7.1660000000000004 65.403650000000013 111.94437000000001 16.727500000000003 733.85806350000018 4 1159.6875000000002 1973.6620000000003 2822.9627650000007 2971.7767500000004 318.67100000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 9 2 2 2 2 2 left_child=3 10 -3 9 12 6 7 11 -9 23 27 -6 13 19 -15 16 30 22 33 20 -5 34 -18 36 29 -26 -19 28 -2 40 47 -32 -31 42 35 -14 38 -27 41 -40 -25 -1 -17 -36 45 -38 -46 -11 right_child=1 2 -4 4 5 -7 -8 8 -10 15 -12 -13 21 14 -16 18 17 26 -20 -21 -22 -23 -24 24 25 37 -28 -29 -30 32 31 -33 -34 -35 43 -37 44 -39 39 -41 -42 -43 -44 -45 46 -47 -48 -49 leaf_value=0.08499034669613606 0.030143276416894162 46.406090864701703 7.5438336476972028 0.84679033408701676 10.493734367370605 11.778887176513672 -4.9253258797781809 1.6720418077055366 10.499361945065585 0.18198244794938301 -5.0814482917785639 2.5529888768990836 0.55987728652918034 10.102196997914996 1.9268560936337427 -0.28178087092767429 6.3248263584483757 -1.0109168726332645 4.1422542717582305 4.703802675882975 4.9949587791442873 -3.4622113268715995 2.8073743223107379 0.0097769957445354768 16.142210157394409 1.4423936390033876 2.7492605830625045 4.834535874128342 4.6482034746805834 1.6163875433351935 1.5674191323031361 0.55619923036508323 -0.13260944944161634 3.0604309881301153 -0.11648477794789312 2.6504177439840215 -0.028466504471150872 0.023976329996230755 4.08254674964481 0.37535431419100079 0.16513346233737189 1.2880684284780219 0.18939315256254002 2.3037997560501102 2.6571771379617544 1.8817058504544772 0.026870346802931568 1.5156872930980865 leaf_weight=7310 66 22 31 713 35 24 35 256 22 900 20 24 628 21 21 697 55 47 38 30 25 28 69 17041 20 99 43 32 24 205 384 701 104 21 698 38 319920 329 27 98 8892 87 2581 20 26 26 26 42 leaf_count=7310 66 22 31 713 35 24 35 256 22 900 20 24 628 21 21 697 55 47 38 30 25 28 69 17041 20 99 43 32 24 205 384 701 104 21 698 38 319920 329 27 98 8892 87 2581 20 26 26 26 42 internal_value=0 7.28931 23.6753 -0.00192268 1.00855 3.02497 2.4602 3.22724 2.37061 -0.00927542 1.1734 7.2636 0.649193 1.36873 6.01453 0.420344 0.813642 2.86112 0.153323 1.13249 0.987311 0.225138 4.36753 -0.016041 0.0908982 1.05699 0.785612 2.19878 1.26163 0.0744053 0.601494 0.914087 1.02773 0.107841 0.301364 0.669111 -0.0247556 0.352068 0.116882 1.17611 0.0630462 0.0991404 0.0889257 -0.0483934 -0.0280877 -0.0283113 1.34202 0.241447 internal_weight=0 195 53 362406 2618 396 372 337 278 359788 142 59 2222 810 42 5578 2241 214 3337 768 738 1412 124 354210 26690 448 90 122 90 26242 2027 1085 309 3299 1384 666 327520 428 7522 125 25933 7397 3278 718 319998 319946 52 942 internal_count=362601 195 53 362406 2618 396 372 337 278 359788 142 59 2222 810 42 5578 2241 214 3337 768 738 1412 124 354210 26690 448 90 122 90 26242 2027 1085 309 3299 1384 666 327520 428 7522 125 25933 7397 3278 718 319998 319946 52 942 cat_boundaries=0 7 13 18 25 32 cat_threshold=2131456 134217792 524368 0 0 16384 128 68453888 1216349184 68157712 65536 20544 16386 68157440 1074004992 4353 1074790400 5120 2147483648 65540 64 4456496 8391296 2214619136 2 2684895232 16777512 8391173 5505024 536872960 144 192 is_linear=0 shrinkage=0.01 Tree=184 num_leaves=50 num_cat=9 split_feature=2 4 7 0 25 24 26 0 1 3 0 11 5 15 24 3 1 25 3 1 26 6 0 13 9 15 25 9 0 9 0 9 1 15 25 1 15 25 8 14 1 9 1 26 7 1 8 24 24 split_gain=1.08064e+08 1.67553e+08 8.45679e+07 2.56316e+07 2.27538e+07 4.398e+07 6.17228e+07 8.12627e+07 1.88322e+07 9.98105e+06 9.63388e+06 9.32568e+06 9.36803e+06 8.05315e+06 7.83398e+06 8.39842e+06 7.56039e+06 7.26356e+06 1.03208e+07 9.26179e+06 2.04194e+07 6.15999e+06 8.47888e+06 5.53235e+06 4.88107e+06 4.46666e+06 4.3129e+06 3.67113e+06 3.1361e+06 5.11989e+06 4.50681e+07 2.87076e+06 2.6462e+06 2.5097e+06 2.3193e+06 1.81345e+06 1.72326e+06 1.33319e+06 1.28284e+06 1.22052e+06 1.17154e+06 1.10984e+06 940430 802846 704149 2.97776e+06 1.5352e+06 458615 385130 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 591.40200000000016 0 1 2022.5000000000002 992.19979999999998 2781.5828000000006 166.37775000000002 2778.6210000000005 1085.4300000000001 1908.1960000000001 1020.6662500000001 2 991.56000000000017 2781.5828000000006 3 2725.8677800000005 1461.4925000000003 2022.5000000000002 44.980991500000009 635.46050000000014 1661.2684800000002 190.76392150000004 1305.4625000000003 4 1135.3321000000003 4.4014000000000015 395.07800000000003 10.923000000000002 1972.2770000000003 962.58510000000012 830.0725000000001 5 469.40400000000005 312.46000000000009 6 1017.6571000000002 1619.4627500000004 1892.2623000000001 190.76392150000004 53.904000000000003 2022.5000000000002 99.402400000000014 1256.4300000000001 1973.6620000000003 7 8 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 1 1 left_child=3 8 -3 9 5 6 7 -5 21 28 14 16 13 36 15 -7 23 18 19 25 -21 22 42 26 -8 -11 -6 -23 37 34 -31 39 -16 -32 35 -30 -13 43 -36 40 -19 -18 -2 47 46 -46 -39 -1 -45 right_child=1 2 -4 4 11 10 24 -9 -10 17 -12 12 -14 -15 32 -17 41 31 -20 20 -22 27 -24 -25 -26 -27 -28 -29 29 30 33 -33 -34 -35 38 -37 -38 44 -40 -41 -42 -43 -44 48 45 -47 -48 -49 -50 leaf_value=0.14949222193173836 2.079848171415783 9.7493275442577545 37.227876338958744 3.0999463317871094 0.89716701234559937 2.2048209375210024 -2.3902715555826823 27.331918081468153 11.30272533416748 0.59058709728920356 -5.7379957084655757 1.0990509857450215 8.6944143533229834 6.290520241101583 -1.2508759733835857 9.2353890945797872 -2.1439902331476861 0.15743604534464711 6.3410728885188243 12.793025645256044 -0.34123873217352502 0.35891178155556702 8.4025309448242176 5.632535457156953 3.8956964772542317 5.0174366579885064 -0.11114021333766745 -4.8270974622453968 0.15891075715137759 15.442199861435663 0.23267057913338421 -3.2683634353637694 2.4862430111567178 3.8668414974212646 0.0071634767774948448 0.97996926516726401 -2.2600051162356425 -0.030628984643767555 2.1114179348123487 -2.2186326495083897 -1.8259245343208312 -5.3579652986072359 -0.8471062768023947 0.3367612471033315 0.081306199778667307 3.9490755062103275 1.9285836396217346 0.56332034340444603 -0.07353730275560752 leaf_weight=479 21 21 24 25 986 89 21 31 20 2527 20 56 25 30 90 21 22 4097 33 20 29 39 20 21 30 23 742 21 10612 21 381 25 24 20 29949 276 21 305418 29 22 30 21 23 295 4205 20 40 679 907 leaf_count=479 21 21 24 25 986 89 21 31 20 2527 20 56 25 30 90 21 22 4097 33 20 29 39 20 21 30 23 742 21 10612 21 381 25 24 20 29949 276 21 305418 29 22 30 21 23 295 4205 20 40 679 907 internal_value=0 7.56154 24.4046 -0.00196396 1.05614 3.36279 8.47405 16.5141 2.2981 -0.00864807 0.875997 0.614665 3.18305 1.89535 1.50564 3.25144 0.428906 0.370666 0.780861 0.713266 5.01969 0.845746 3.00381 0.530751 1.30736 0.630516 0.468751 -1.45619 -0.0159546 0.0659483 1.16178 0.109875 -0.426686 0.413926 0.0546323 0.179559 0.182945 -0.0267916 0.00919601 0.130496 0.143019 -3.71361 0.549849 0.209497 -0.0285981 0.0996152 -0.0303724 0.398298 0.0293498 internal_weight=0 189 45 362412 2275 351 107 56 144 360137 244 1924 132 107 224 110 1792 6806 2632 2599 49 124 64 1749 51 2550 1728 60 353331 41288 422 4174 114 401 40866 10888 77 312043 29978 4149 4127 43 44 2360 309683 4225 305458 1158 1202 internal_count=362601 189 45 362412 2275 351 107 56 144 360137 244 1924 132 107 224 110 1792 6806 2632 2599 49 124 64 1749 51 2550 1728 60 353331 41288 422 4174 114 401 40866 10888 77 312043 29978 4149 4127 43 44 2360 309683 4225 305458 1158 1202 cat_boundaries=0 7 8 9 15 22 28 34 35 36 cat_threshold=9437696 134217728 0 0 16384 0 128 278 3168 136414368 142868560 201851216 0 70656 16384 312320 263172 67112976 1073807360 12587008 16384 4 134251008 134480448 67113280 1107599392 8390017 2048 0 4 0 4194336 2048 67133440 496 532 is_linear=0 shrinkage=0.01 Tree=185 num_leaves=57 num_cat=14 split_feature=3 8 1 15 7 25 0 24 3 7 2 0 25 24 0 8 3 5 3 3 24 4 12 25 9 2 8 0 9 25 1 9 0 8 25 0 0 0 24 11 2 25 12 1 1 25 25 24 0 12 2 1 11 0 24 7 split_gain=7.3763e+07 1.64334e+08 1.83872e+07 1.56801e+07 2.85265e+07 1.02397e+07 8.59242e+06 1.29774e+07 1.19957e+07 1.62824e+07 1.07028e+07 5.92347e+06 5.69017e+06 7.80873e+06 2.48597e+07 5.3896e+06 4.84195e+06 4.07824e+06 3.458e+06 1.05411e+07 4.1539e+06 2.87924e+06 3.39815e+06 2.66453e+06 2.38371e+06 2.00275e+06 1.84391e+06 1.77359e+06 1.69432e+06 8.62289e+06 2.49871e+07 2.70129e+07 1.63677e+06 1.49017e+06 1.35057e+06 3.6499e+06 3.13231e+06 1.32578e+06 1.24218e+06 1.19233e+06 1.14616e+06 1.36729e+06 1.06408e+06 1.06319e+06 1.31081e+06 1.05835e+06 877915 1.03432e+06 1.28889e+06 830479 784352 781909 762000 656821 346737 183534 threshold=2725.8677800000005 2971.7767500000004 469.40400000000005 31.050411 112.55400000000002 0 561.94500000000005 1 1493.1141200000004 548.03450000000009 2.1142500000000006 44.556600000000003 2 3 1275.1415000000002 1017.6571000000002 698.94000000000005 7.2786000000000008 103.76700000000001 119.71400000000001 4 727.60250000000008 659.09565500000008 5 613.5367500000001 1468.575 362.14375000000007 497.59550000000002 375.64974000000007 6 27.234500000000004 548.96735000000001 9.5972500000000007 658.8995000000001 7 2778.6210000000005 1884.2950000000003 1117.6621800000003 8 207.36964000000003 549.23035000000016 9 1132.9885000000002 66.790000000000006 221.62025000000003 10 11 12 497.59550000000002 25.317000000000004 624.21400000000006 1461.4925000000003 263.21000000000004 312.01600000000002 13 9.1420000000000012 decision_type=2 2 2 2 2 9 2 1 2 2 2 2 9 1 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 9 2 2 2 2 9 2 2 2 1 2 2 9 2 2 2 9 9 1 2 2 2 2 2 2 1 2 left_child=2 3 11 4 17 6 18 8 10 -10 -8 28 13 14 24 23 -17 27 32 -20 -21 26 -23 -15 -13 46 -9 -2 33 30 49 -32 50 40 36 37 39 -36 -34 -14 45 -42 52 54 -45 -1 53 48 -48 -30 -4 -49 -31 55 -35 -7 right_child=1 -3 5 -5 -6 25 7 21 9 -11 -12 12 34 15 -16 16 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 29 42 31 -33 38 43 35 -37 -38 -39 -40 -41 41 -43 -44 44 -46 -47 47 51 -50 -51 -52 -53 -54 -55 -56 -57 leaf_value=0.18023287587666928 0.2575930000305176 26.554759015459005 -0.33154888670508925 -4.1905421343716709 10.589811858152732 -0.29497788365061728 6.4521388207107293 -1.4767307255579079 2.8246259645315321 14.82613733100891 1.8661002002709852 0.90964712529887015 0.12299139240900132 1.2895110832994636 10.173074530324628 1.3532790520883375 6.8139049132303766 -2.6365483248233796 7.2090316820570397 1.6391522410119228 0.07491497755416332 2.3051234301924706 -1.3365816531461829 0.15253096922918324 3.7003788340091708 -3.2489270582653229 0.77658413219451905 4.2528775415420537 1.0503910261163345 -0.097444962443442126 17.541487259864809 1.6508547024104905 1.4876490362711026 0.79903361581053045 0.011641364106025672 -3.5001192658742268 3.2911837464570999 -0.87775128604375829 0.2230233582128649 0.6951269765414414 1.393848339489528 0.18231026687120136 -1.8157319767005515 3.9269536027908329 0.46057748893896738 -0.025116922400057286 0.35504066343307494 -0.10213425531515626 2.7484454528808597 -0.39742160469293597 1.6119593204151499 -1.6718152793678078 0.75554281441370652 -1.7860457634925844 0.16062445508206594 -1.3013404321670532 leaf_weight=2519 25 33 370 33 39 193 61 92 26 20 307 703 6464 210 31 62 22 32 28 377 316 104 34 3457 32 21 60 20 104 823 20 23 122 130 8440 30 32 171 220 386 102 617 33 20 24 335324 225 223 25 64 22 37 120 40 262 20 leaf_count=2519 25 33 370 33 39 193 61 92 26 20 307 703 6464 210 31 62 22 32 28 377 316 104 34 3457 32 21 60 20 104 823 20 23 122 130 8440 30 32 171 220 386 102 617 33 20 24 335324 225 223 25 64 22 37 120 40 262 20 internal_value=0 6.36346 -0.00438573 1.89156 3.62181 0.782833 1.13534 2.04753 3.15197 8.04267 2.62629 -0.0108172 0.156257 0.46821 1.38307 0.278204 2.78344 0.0925692 0.701775 1.19366 0.950612 0.350083 1.40789 0.221575 1.03115 -0.19983 -0.587264 2.03328 -0.0206594 0.35649 2.13848 9.04185 0.218604 -0.02198 0.0651392 -0.0181304 0.169567 -0.00602048 0.724167 0.155231 -0.0227324 0.376105 -0.0501534 0.562265 2.0362 -0.0235812 -0.118528 0.123004 0.57152 0.498843 -0.222474 -0.313456 0.0111007 -0.58707 0.396823 -0.389472 internal_weight=0 182 363168 149 116 2943 2159 704 414 46 368 360225 20040 4517 766 3751 84 77 1455 721 693 290 138 3667 735 784 152 45 340185 1187 211 43 734 338998 15523 8641 6882 8611 342 6850 338562 719 976 436 44 337843 763 510 250 168 392 260 943 253 392 213 internal_count=363350 182 363168 149 116 2943 2159 704 414 46 368 360225 20040 4517 766 3751 84 77 1455 721 693 290 138 3667 735 784 152 45 340185 1187 211 43 734 338998 15523 8641 6882 8611 342 6850 338562 719 976 436 44 337843 763 510 250 168 392 260 943 253 392 213 cat_boundaries=0 7 8 14 15 16 22 26 32 33 37 43 49 50 51 cat_threshold=135316992 1216382528 134222160 1141178368 4214784 16384 128 2172 1083904 262656 67109184 98304 705 16384 18 2865 0 262144 67108864 0 640 16384 8388608 262176 1048576 1077936128 201393184 143721568 134218256 1077936129 4211968 130 28 2148532224 98308 0 69206016 0 0 1 4194336 2048 2147502080 2156134400 65536 67108865 2185232416 8391680 2 1814 1792 is_linear=0 shrinkage=0.01 Tree=186 num_leaves=52 num_cat=9 split_feature=3 9 1 7 9 0 5 24 26 0 11 1 5 0 25 24 0 5 4 1 25 1 16 0 1 0 9 1 25 0 26 0 5 4 10 12 25 9 9 11 25 0 26 25 10 5 5 18 25 7 26 split_gain=7.22951e+07 1.40278e+08 1.80266e+07 1.22444e+07 3.14934e+07 1.00218e+07 9.70484e+06 1.04677e+07 1.02393e+07 2.41157e+07 8.42938e+06 7.27578e+06 6.96379e+06 5.80646e+06 5.60849e+06 6.99575e+06 8.47381e+06 5.02517e+06 4.10636e+06 4.08388e+06 3.59362e+06 1.38363e+07 3.16528e+06 3.3719e+06 2.69058e+06 2.65884e+06 2.00383e+06 1.92622e+06 1.71364e+06 6.12546e+06 1.176e+07 3.49899e+06 1.69642e+06 2.32475e+06 1.85185e+06 2.45962e+06 1.46735e+06 2.77997e+06 2.48598e+07 1.36408e+06 1.18766e+06 1.14281e+06 1.01651e+06 966336 1.01302e+06 667547 543840 487885 471292 442642 136.758 threshold=2725.8677800000005 2854.0889000000006 469.40400000000005 112.55400000000002 25.602500000000003 102.81100000000002 2871.8940000000007 0 2022.5000000000002 1884.2950000000003 2105.5980000000004 962.58510000000012 26.307400000000005 48.107660000000003 1 2 1519.5755740000002 14.222000000000001 1888.1190000000004 585.22500000000014 3 1256.4300000000001 950.59180000000003 195.69400000000005 1.5330000000000001 635.46050000000014 658.43074000000013 2781.5828000000006 4 1275.1415000000002 2022.5000000000002 2778.6210000000005 194.43750000000003 1292.0010000000002 856.19400000000007 97.462000000000018 5 395.07800000000003 438.06825000000003 172.59900000000002 6 1117.6621800000003 2022.5000000000002 7 571.28250000000014 34.432500000000005 84.126000000000019 4.3102500000000008 8 227.67125000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 9 2 2 2 2 9 2 2 left_child=2 3 13 12 -5 20 7 8 9 -7 17 -6 25 32 15 16 26 -9 -8 -10 21 46 24 -24 -17 -2 -15 43 29 39 -31 41 36 34 40 -36 37 42 -39 -16 -34 -30 -1 47 -45 48 50 -22 -38 -47 -4 right_child=1 -3 5 4 11 6 18 10 19 -11 -12 -13 -14 14 28 22 -18 -19 -20 -21 27 -23 23 -25 -26 -27 -28 -29 31 30 -32 -33 33 -35 35 -37 45 38 -40 -41 -42 -43 -44 44 -46 49 -48 -49 -50 -51 -52 leaf_value=0.092457629200067046 0.19262997468312582 24.95482516086463 -0.70851768840442997 15.164289176247337 4.3632790998979054 2.4715759084943167 2.6722588500976565 -0.89549020261846035 3.2399747881072543 11.1380538643731 6.5054197817263404 -3.9704232358932496 -3.7403725248064315 1.1766009215553408 0.12718390828918341 -0.12927833140845693 7.6489575195312502 0.78851970218060774 8.8678628175154977 0.16246212255174869 -0.27515803535340239 8.8436988100798235 5.9403678908348079 0.93200826412293969 0.52032679216349798 4.8997518148422241 3.9235343345573974 -2.3816401122598085 0.017651447045153285 7.0933683962435339 -0.51695353783501519 -3.3634294497582222 0.35072852767725743 2.6348560382158333 3.756923042644154 -0.23492389415872508 -0.0033493132686291515 9.6370204744338999 0.082285719119391199 0.67359714725921893 -0.039715525193893465 -0.79606232296336787 -0.024755785199917928 0.1446335332519347 1.6296302355552206 0.043903880628698169 0.9850350879220402 -1.6022062702178954 -0.037077890940603021 0.45581264705546065 -0.67364328799040418 leaf_weight=14920 30 33 22 22 22 297 20 234 54 36 23 20 35 515 6235 1036 22 730 23 214 362 23 20 41 1658 20 28 34 8923 37 45 31 1463 39 33 29 49703 30 295 493 1656 176 14677 735 49 8649 34 30 249202 269 23 leaf_count=14920 30 33 22 22 22 297 20 234 54 36 23 20 35 515 6235 1036 22 730 23 214 362 23 20 41 1658 20 28 34 8923 37 45 31 1463 39 33 29 49703 30 295 493 1656 176 14677 735 49 8649 34 30 249202 269 23 internal_value=0 6.29983 -0.00433979 2.16818 5.47184 0.775121 1.2985 1.17157 2.20091 3.40849 0.517251 0.394849 -0.319284 -0.0107079 0.158218 0.531494 1.53754 0.379746 5.98619 0.782558 0.124484 1.83763 0.320358 2.57409 0.270516 2.07548 1.31825 -0.0348292 0.0800876 0.200039 2.91697 -0.00950431 -0.02025 0.208193 0.178442 1.88977 -0.0224279 0.0444177 0.964261 0.167223 0.144424 0.00191196 0.0343321 0.0327246 0.234455 -0.0289261 0.0305064 -0.367347 -0.0314707 0.0563286 -0.690693 internal_weight=0 182 363168 149 64 2943 1631 1588 601 333 987 42 85 360225 19260 3320 565 964 43 268 1312 102 2755 61 2694 50 543 1210 15940 6810 82 9130 340965 3220 3181 62 337745 29922 325 6728 3119 9099 29597 1176 784 307823 79 392 298905 8918 45 internal_count=363350 182 363168 149 64 2943 1631 1588 601 333 987 42 85 360225 19260 3320 565 964 43 268 1312 102 2755 61 2694 50 543 1210 15940 6810 82 9130 340965 3220 3181 62 337745 29922 325 6728 3119 9099 29597 1176 784 307823 79 392 298905 8918 45 cat_boundaries=0 1 7 8 11 17 23 29 36 43 cat_threshold=284 1083392 262656 67109184 98304 641 16384 18 1049600 134250496 64 201393696 142672992 16 1077936128 4212032 128 2156920836 360452 2425422977 1114637360 3088 2147633168 10847744 1074038288 34079492 1140850689 541085760 258 144736256 262148 524289 2097184 2048 0 4 1610645504 137363568 532 2214879232 571486209 1082163398 6 is_linear=0 shrinkage=0.01 Tree=187 num_leaves=44 num_cat=9 split_feature=3 8 2 15 7 20 25 6 13 24 3 5 4 3 5 8 10 7 3 15 3 19 6 25 3 4 3 25 24 25 6 25 8 2 8 24 25 16 12 7 2 8 5 split_gain=7.08564e+07 1.59402e+08 1.58595e+07 1.54256e+07 2.73335e+07 1.28638e+07 9.19078e+06 6.956e+06 8.34558e+06 5.12433e+06 8.07176e+06 4.87214e+06 4.60638e+06 8.7815e+06 3.90135e+06 3.43754e+06 3.2323e+06 2.88652e+06 2.74334e+06 2.60917e+06 2.37444e+06 4.16095e+06 5.15556e+06 3.26047e+06 4.106e+07 2.35347e+06 2.26571e+06 2.18242e+06 3.60983e+06 4.08108e+06 1.98058e+06 1.55666e+06 1.4217e+06 1.29642e+06 1.25882e+06 1.22729e+06 1.20622e+06 1.19436e+06 1.15399e+06 944318 870762 827698 654557 threshold=2725.8677800000005 2971.7767500000004 385.09140000000008 31.050411 112.55400000000002 1925.7125000000003 0 1937.6795000000002 56.879000000000012 1 1118.1025000000002 218.04650000000001 1522.8167500000002 128.84440000000004 7.2786000000000008 2971.7767500000004 856.19400000000007 576.56500000000017 1493.1141200000004 270.06600000000009 14.222000000000001 769.6472500000001 60.407300000000006 2 15.5815 1116.5450000000003 991.56000000000017 3 4 5 214.72600000000003 6 1973.6620000000003 287.03350000000006 1148.5039000000004 7 8 379.69589000000002 266.68300000000005 659.5150000000001 2682.0900000000006 2971.7767500000004 622.44110000000012 decision_type=2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 1 9 2 9 2 2 2 1 9 2 2 2 2 2 2 left_child=2 3 11 4 14 6 7 9 26 10 -4 20 16 -14 33 -11 30 19 40 -18 27 23 -23 24 -22 -10 -9 28 29 -1 36 -30 35 -2 -32 -29 -13 -25 -19 -15 42 -34 -8 right_child=1 -3 5 -5 -6 -7 18 8 25 15 -12 12 13 39 -16 -17 17 38 -20 -21 21 22 -24 37 -26 -27 -28 32 31 -31 34 -33 41 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 leaf_value=1.3573598287173103 0.3321621297753376 26.122841158780183 1.1774396906359563 -4.2000032216852361 10.369435251676119 8.2866983760486956 -0.14551082014064165 3.9204775080473526 2.5999091156669283 0.52963391542934102 4.564115597613446 -0.15907062105710995 8.0990092227675703 -1.1296587883342395 -2.5752373522520067 -3.5492350264957975 1.9431814541383226 1.6986813138176999 -3.248890558878581 6.0866811389014837 14.84832602286339 -0.28392069419579846 6.7232610829671229 0.044325511451445115 0.34136809949612379 -2.0303680183773949 8.0922011152903242 0.0072399286704329241 -0.16110037088844581 0.16476417944237995 0.55216690698624316 0.28265244436567666 2.823936393879078 3.7276682056080213 2.2837917895750568 -0.037237562998858088 0.24727126060565166 0.79443069660775012 -1.2432408288319905 1.8726642246246337 1.5287500501360214 0.41052837816874188 0.71745351138214275 leaf_weight=493 23 33 818 33 39 22 1041 23 23 1283 77 1076 22 22 32 21 55 24 27 21 20 21 21 26285 797 21 30 83711 1884 693 915 1347 27 22 44 239642 2237 214 30 20 35 30 96 leaf_count=493 23 33 818 33 39 22 1041 23 23 1283 77 1076 22 22 32 21 55 24 27 21 20 21 21 26285 797 21 30 83711 1884 693 915 1347 27 22 44 239642 2237 214 30 20 35 30 96 internal_value=0 6.23683 -0.00429632 1.83254 3.5487 0.663963 0.61598 0.984244 3.60925 0.872928 1.45258 -0.0108312 0.317405 2.98092 0.0940368 0.460416 0.278681 1.83205 -0.0966212 3.0881 -0.0149583 0.0745437 3.21967 0.0697079 0.688074 0.390004 6.28183 -0.0224275 0.198106 0.66771 0.231411 0.0242009 -0.0254448 1.99219 0.631616 -0.025724 0.115565 0.0503642 0.0642801 0.300019 -0.0248251 1.55372 -0.0726484 internal_weight=0 182 363168 149 116 3517 3495 2296 97 2199 895 359651 4466 64 77 1304 4402 130 1199 76 355185 27358 42 27316 817 44 53 327827 4417 1186 4272 3231 323410 45 959 323353 3313 26499 54 42 1172 57 1137 internal_count=363350 182 363168 149 116 3517 3495 2296 97 2199 895 359651 4466 64 77 1304 4402 130 1199 76 355185 27358 42 27316 817 44 53 327827 4417 1186 4272 3231 323410 45 959 323353 3313 26499 54 42 1172 57 1137 cat_boundaries=0 7 8 14 20 21 22 26 27 34 cat_threshold=2282063360 8652292 67113744 1142161409 4210688 16384 128 1114 8388608 0 67108944 512 1024 2048 1048576 65536 0 4194336 2176 2147502080 7 1048576 1048576 0 0 32 7 1589380 16843812 9443409 74711072 8389632 128 128 is_linear=0 shrinkage=0.01 Tree=188 num_leaves=45 num_cat=8 split_feature=9 2 1 25 0 0 2 4 7 14 1 25 1 5 0 25 10 7 5 0 25 0 2 7 25 2 7 7 4 4 9 10 25 9 9 13 25 0 2 0 6 11 25 0 split_gain=6.60482e+07 2.0597e+08 1.97048e+07 4.82157e+07 1.73425e+08 3.21027e+07 5.16026e+07 1.77039e+07 1.06787e+07 1.31502e+07 9.60676e+06 6.16026e+06 1.04138e+07 5.61361e+06 5.07534e+06 3.734e+06 5.26846e+06 4.26128e+06 1.2468e+07 3.31936e+06 4.06111e+06 7.71916e+06 3.90242e+06 2.9332e+06 2.87322e+06 2.1531e+06 2.0974e+06 1.87962e+06 1.65736e+06 1.63163e+06 1.40597e+06 3.14638e+06 1.37164e+06 2.49188e+06 2.86081e+07 1.18285e+06 1.16805e+06 1.59548e+06 1.06979e+06 1.03343e+06 924991 870966 648944 634507 threshold=2854.0889000000006 2682.0900000000006 469.40400000000005 0 1884.2950000000003 2778.6210000000005 2682.0900000000006 862.3225000000001 1538.3385000000001 1182.8200000000004 1098.6214000000002 1 1461.4925000000003 218.04650000000001 267.54700000000008 2 1935.1350000000002 659.5150000000001 1561.8224400000001 44.556600000000003 3 1117.6621800000003 11.905750000000003 998.30500000000018 4 83.206000000000003 762.97500000000002 1941.9625000000003 59.283750000000005 38.118600000000008 1022.5259020000002 435.29700000000003 5 375.64974000000007 419.23800000000006 1063.1169900000002 6 1884.2950000000003 624.21400000000006 2778.6210000000005 22.036000000000005 133.60575000000003 7 531.22050000000013 decision_type=2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 9 2 left_child=2 14 13 4 7 8 26 25 11 10 -10 12 -5 19 23 16 17 29 -19 32 21 35 -23 -2 -13 -4 -7 30 -27 -15 43 -32 33 38 -35 -21 39 -38 -1 -22 42 -42 -34 -17 right_child=1 -3 3 5 -6 6 -8 -9 9 -11 -12 24 -14 15 -16 27 -18 18 -20 20 36 22 -24 -25 -26 28 -28 -29 -30 -31 31 -33 40 34 -36 -37 37 -39 -40 -41 41 -43 -44 -45 leaf_value=0.030190164822523981 0.50306248578158286 32.961074017333985 2.0622537251007862 0.85175969782818206 33.309732745942618 -2.0835496612028646 -18.397685079989227 10.609849689483642 5.4164849008213389 10.420040230129075 -0.96084431311663465 -0.58054464788401483 4.1806714112541892 0.11914430217587584 3.3780395586062704 0.060724619610334887 4.7618376490275063 1.1007844839967447 9.206373791013446 0.30034613280238337 0.10041342180916898 4.1200445674378194 0.85778798628209252 -4.2777456683204287 0.43134598603624091 -3.1367381407997823 1.9591461672101702 -2.9486493719191778 0.38576956412371466 0.65808924524499068 4.0935737169705906 -1.1106804861341204 -0.0038232684602893066 9.59773749295403 -0.085951965216434362 2.4827996139526367 -0.069116695162518144 -2.2426681866365321 0.76069591692178562 2.3212927872794014 0.034704065356216035 0.40301943864915851 -0.039442440757012601 -0.70946282174734943 leaf_weight=26478 33 25 39 645 21 33 23 20 44 23 51 333 110 1013 39 2003 30 197 21 3731 9211 81 67 21 1571 22 21 21 34 1261 26 21 65697 34 297 25 5026 34 202 21 12780 676 231176 113 leaf_count=26478 33 25 39 645 21 33 23 20 44 23 51 333 110 1013 39 2003 30 197 21 3731 9211 81 67 21 1571 22 21 21 34 1261 26 21 65697 34 297 25 5026 34 202 21 12780 676 231176 113 internal_value=0 7.47914 -0.00358806 0.804866 6.41258 0.513377 -5.85405 2.05855 0.69178 3.63545 1.99287 0.561147 1.31929 -0.0102982 0.629161 0.332817 0.593834 0.54604 1.8816 -0.0148398 0.116722 0.40211 2.64321 -1.35614 0.252263 0.258272 -0.51139 0.0285547 -0.998073 0.418005 0.0575917 1.76827 -0.0219362 0.0464021 0.908747 0.314873 0.0384578 -0.0835565 0.035721 0.105351 -0.027885 0.0532074 -0.0315615 0.0195946 internal_weight=0 118 363232 2990 136 2854 77 115 2777 118 95 2659 755 360242 93 4706 2522 2492 218 355536 18196 3904 148 54 1904 95 54 2184 56 2274 2163 47 337340 27011 331 3756 14292 5060 26680 9232 310329 13456 296873 2116 internal_count=363350 118 363232 2990 136 2854 77 115 2777 118 95 2659 755 360242 93 4706 2522 2492 218 355536 18196 3904 148 54 1904 95 54 2184 56 2274 2163 47 337340 27011 331 3756 14292 5060 26680 9232 310329 13456 296873 2116 cat_boundaries=0 1 8 13 19 25 31 38 45 cat_threshold=1048576 17408 142606912 4432 65536 16384 16384 128 69568000 1082394184 102236992 3221487617 4194368 1083904 327680 67109200 98304 17025 16384 2290352128 262148 1 2151677984 8391680 2 2156920960 360452 2424373377 1181762608 3088 2147633168 134562852 143656800 134746624 1146093568 12588352 130 128 1610645508 1207959664 1050132 270336 571486209 1082163398 134 is_linear=0 shrinkage=0.01 Tree=189 num_leaves=52 num_cat=0 split_feature=3 9 1 7 9 0 5 6 1 4 0 11 2 0 3 3 10 4 6 3 26 18 2 11 7 11 19 26 0 19 9 0 0 0 5 4 5 5 14 7 2 11 2 0 14 1 26 15 11 2 1 split_gain=6.83977e+07 1.336e+08 1.70875e+07 1.15386e+07 3.06451e+07 9.41351e+06 1.00811e+07 9.14083e+06 7.17974e+06 5.99365e+06 1.67264e+07 9.1005e+06 6.19747e+06 5.25146e+06 4.64379e+06 5.34972e+06 9.13904e+06 3.88466e+06 3.54588e+06 3.4835e+06 2.7353e+06 2.60521e+06 2.52991e+06 2.2921e+06 3.33369e+06 1.95503e+06 2.09602e+06 2.03592e+06 1.92444e+06 1.65994e+06 1.5552e+06 5.3357e+06 4.43787e+07 1.49413e+06 1.2921e+06 2.49255e+06 2.8836e+06 1.21285e+06 2.40805e+06 1.12625e+06 1.01248e+06 927773 886084 834820 980795 635093 582862 515633 462013 379701 93645.4 threshold=2725.8677800000005 2854.0889000000006 424.16250000000008 112.55400000000002 25.602500000000003 561.94500000000005 2871.8940000000007 104.02000000000002 962.58510000000012 2.694 1884.2950000000003 2105.5980000000004 367.00960450000008 44.556600000000003 92.623500000000021 119.71400000000001 5.9945000000000013 2693.9010000000007 1937.6795000000002 481.20000000000005 2022.5000000000002 922.84650000000011 1827.1555000000001 871.08830000000023 826.12250000000006 172.59900000000002 729.71800000000019 2022.5000000000002 1519.5755740000002 832.05000000000007 375.64974000000007 4.4014000000000015 9.3618345000000023 55.47025750000001 60.829500000000003 1292.0010000000002 317.87750000000005 425.55000000000007 275.13750000000005 1131.6606400000003 1271.7445000000002 46.90440000000001 2682.0900000000006 531.22050000000013 37.250000000000007 1892.2623000000001 2022.5000000000002 34.949500000000008 3.1832000000000007 1107.4580000000003 2781.5828000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 13 7 -5 14 9 28 -6 10 20 17 -12 30 33 16 -16 -11 22 25 -7 23 -17 41 -25 26 27 -15 -2 40 34 37 -33 45 42 39 -37 47 -39 -36 -27 -21 46 44 -35 49 -1 -32 -34 -4 -47 right_child=1 -3 5 4 8 6 -8 -9 -10 11 12 -13 -14 19 15 18 -18 -19 -20 21 -22 -23 -24 24 -26 29 -28 -29 -30 -31 31 32 48 43 35 36 -38 38 -40 -41 -42 -43 -44 -45 -46 50 -48 -49 -50 -51 -52 leaf_value=-0.011444227607487272 0.26913513183593751 24.333219944347036 -0.1206193512917544 14.86360995205966 4.2365994678844103 2.1685396879144454 7.0462081735784352 -6.2310172753334045 -4.0419204912185673 0.76537822380818665 12.470887228012085 6.5320598453945582 4.8595220018469769 0.18788484645406886 7.9796109008789067 0.73971379089677303 -0.029968699257949302 -3.3490883191426595 4.2557681873866491 0.8096496183489903 -0.67569861433241107 4.3718649531602862 -2.2128459672133127 0.97021350483561675 5.9119962668418884 0.53300085493371485 2.5392079953466142 -0.026695099920847433 3.905464794852517 -1.6064450007014806 -0.10609408910492335 15.566051938193185 0.65058493069240031 0.41798093194623342 0.080477372142647163 -0.089906371888660241 5.150596834818522 2.0488115025533213 -1.6557655046297157 1.8059181971299021 2.6985502659190788 0.028618024515069052 1.7870407429447881 -1.3224221287602964 1.6977153757214547 -0.81141782855987543 -0.038014850597299463 0.52077402291024566 -0.74083730869293218 1.2079199218750001 -1.5916068099975587 leaf_weight=166676 43 33 971 22 22 136 33 20 20 523 20 27 23 9657 28 889 29 24 28 449 45 20 30 43 20 1158 35 8156 22 36 799 21 35 356 8444 21 21 74 23 38 22 230 27 23 72 40 163587 157 75 22 25 leaf_count=166676 43 33 971 22 22 136 33 20 20 523 20 27 23 9657 28 889 29 24 28 449 45 20 30 43 20 1158 35 8156 22 36 799 21 35 356 8444 21 21 74 23 38 22 230 27 23 72 40 163587 157 75 22 25 internal_value=0 6.12767 -0.0042179 2.09556 5.3026 0.707319 1.62997 -0.319145 0.294447 1.40599 2.79331 0.8646 8.39969 -0.0108305 0.402216 0.929225 3.90456 0.584853 0.750139 0.147373 1.46141 0.810382 0.64333 0.714385 2.53903 0.120872 0.0944392 0.0896356 1.49989 0.508841 -0.0200557 0.341737 2.245 0.0515752 -0.02132 0.100241 2.53035 0.104959 1.17041 0.0882075 0.573376 0.545088 -0.0244572 0.533528 0.633263 -0.15387 -0.0246053 -0.00314608 -0.298112 -0.0911854 -1.11149 internal_weight=0 182 363168 149 64 3344 831 85 42 798 224 574 43 359824 2513 1004 57 547 947 19826 181 762 919 742 63 19064 17848 17813 65 1216 339998 1184 131 1509 338814 8524 42 1053 97 8482 1180 679 330290 451 428 1058 330263 956 110 993 65 internal_count=363350 182 363168 149 64 3344 831 85 42 798 224 574 43 359824 2513 1004 57 547 947 19826 181 762 919 742 63 19064 17848 17813 65 1216 339998 1184 131 1509 338814 8524 42 1053 97 8482 1180 679 330290 451 428 1058 330263 956 110 993 65 is_linear=0 shrinkage=0.01 Tree=190 num_leaves=45 num_cat=7 split_feature=3 4 10 0 25 4 0 20 9 25 2 7 5 2 0 25 4 3 0 6 8 6 0 20 11 0 12 7 18 9 25 9 5 2 25 5 7 3 3 4 25 10 25 14 split_gain=4.85544e+07 6.0447e+07 8.39894e+07 2.10934e+07 1.65873e+07 3.8089e+07 3.4859e+07 1.66651e+07 1.27664e+07 9.07475e+06 8.89841e+06 7.85981e+06 7.35268e+06 8.41812e+06 6.50303e+06 5.47069e+06 1.17934e+07 4.82503e+06 4.04699e+06 3.75587e+06 3.42073e+06 3.19577e+06 3.71253e+06 3.10658e+06 2.96743e+06 2.77953e+06 2.50961e+06 2.40036e+06 2.33563e+06 2.19908e+06 6.95002e+06 2.32196e+07 2.92541e+06 1.62962e+06 1.30913e+06 1.29333e+06 985470 980509 3.18504e+06 947953 911726 867298 762583 624821 threshold=2725.8677800000005 2693.9010000000007 270.74340000000007 591.40200000000016 0 14.956000000000001 1117.6621800000003 1648.7037500000004 360.85390500000005 1 102.75350000000002 762.97500000000002 137.52250000000001 141.77045000000001 1275.1415000000002 2 1888.1190000000004 991.56000000000017 1884.2950000000003 1937.6795000000002 522.29990000000009 698.40204000000006 1117.6621800000003 10.680530000000003 24.997500000000006 2778.6210000000005 1017.6685000000001 378.97500000000008 8.6850000000000005 375.64974000000007 3 419.23800000000006 442.11875000000003 2682.0900000000006 4 34.432500000000005 1306.1250000000002 698.94000000000005 815.10500000000013 417.88250000000005 5 435.29700000000003 6 943.12925000000007 decision_type=2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 9 2 9 2 left_child=3 8 -3 10 5 6 -5 9 11 14 29 12 13 -2 28 16 17 27 -16 33 -19 22 -7 25 -25 -11 -10 -12 -6 35 31 -31 -33 34 -17 37 40 42 -39 43 -37 -41 -1 -32 right_child=1 2 -4 4 7 21 -8 -9 26 23 15 -13 -14 -15 18 19 -18 20 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 30 39 32 -34 -35 -36 36 -38 38 -40 41 -42 -43 -44 -45 leaf_value=0.033444898365264611 -0.044041875756305193 26.999336630014273 0.7656299955948539 3.4678732581760574 0.53708650743482944 1.3912997072393245 21.075008815418592 9.2063570802108092 -5.5701725425720214 -0.062181213362561681 0.36807389080936304 9.2616586608886724 -2.9601886253356935 8.4221251169840485 3.4337222533697611 0.20474717327046132 6.970779805676691 1.4807408413844827 1.3277573149060942 4.0784990501403806 5.0585502144949777 3.8985290107727053 -3.8423890619692593 5.1012707274300713 0.71414294699142722 -2.581092025715372 -0.56057020378112798 1.2130590583932215 2.2392913367437282 10.62192949431283 0.031549281247582925 0.22931573123796611 4.075603717928348 -1.8025775705684317 -0.090090307505683198 0.15068823806442924 2.0182149483607366 2.177035821648531 -0.01255357070328438 0.36946794923983123 -0.0081302976979194894 2.2909411815685385 -0.027968097697975498 -1.3671358903249107 leaf_weight=21614 23 26 23 23 651 33 22 23 20 919 2605 20 20 24 182 5718 29 113 183 24 35 20 23 21 58 46 20 386 92 28 993 141 23 44 2040 7069 26 86 292 76 7392 34 311979 33 leaf_count=21614 23 26 23 23 651 33 22 23 20 919 2605 20 20 24 182 5718 29 113 183 24 35 20 23 21 58 46 20 386 92 28 993 141 23 44 2040 7069 26 86 292 76 7392 34 311979 33 internal_value=0 5.25071 14.6856 -0.00296657 0.952488 4.41924 12.0758 0.735924 1.61049 0.648814 -0.00904708 3.76032 2.11812 4.27911 1.27332 0.271082 0.621019 0.564335 2.37785 0.128468 2.32684 0.467217 -0.758251 -0.0259277 1.88034 -0.182254 -3.06537 0.477122 0.747857 -0.0178517 0.388306 2.09647 0.768734 0.116482 0.127366 -0.0193996 0.0731011 -0.0234121 0.485607 0.0804402 0.0696039 0.963378 -0.0239889 -0.0134377 internal_weight=0 176 49 363076 2296 121 45 2175 127 2152 360780 87 67 47 1108 10994 3168 3139 365 7826 148 76 56 1044 79 965 40 2991 743 349786 1328 192 164 7802 7758 348458 14487 333971 378 1136 14461 110 333593 1026 internal_count=363252 176 49 363076 2296 121 45 2175 127 2152 360780 87 67 47 1108 10994 3168 3139 365 7826 148 76 56 1044 79 965 40 2991 743 349786 1328 192 164 7802 7758 348458 14487 333971 378 1136 14461 110 333593 1026 cat_boundaries=0 1 8 14 18 25 31 37 cat_threshold=1048576 33280 1073742336 4096 1140916224 4210688 16384 128 2215954432 134218304 67109136 328193 8404992 18432 8388608 262144 0 1077936128 136381984 8750088 169349632 1610612736 541136128 2 132 137397760 1283753504 34083604 66048 20801 2306 1610612740 32836 268436549 101720352 8555665 4286656 is_linear=0 shrinkage=0.01 Tree=191 num_leaves=47 num_cat=11 split_feature=1 0 12 3 25 6 4 3 15 1 8 6 2 4 24 5 24 25 6 24 8 24 0 24 0 7 26 15 0 10 7 7 13 4 2 4 1 5 25 14 2 2 24 25 25 0 split_gain=5.05578e+07 7.00774e+07 1.01872e+08 2.05138e+07 2.54304e+07 5.2396e+07 1.72952e+07 1.95817e+07 1.58255e+07 1.1336e+07 8.74085e+06 6.59762e+06 5.76394e+06 5.56393e+06 4.82081e+06 9.32382e+06 4.32802e+06 4.65527e+06 4.16219e+06 4.13309e+06 4.05802e+06 3.24203e+06 2.9417e+06 2.18602e+07 1.17088e+07 3.41202e+06 3.0349e+06 2.81576e+06 2.58478e+06 2.5802e+06 2.55175e+06 4.6077e+06 3.77618e+07 2.473e+06 2.45171e+06 2.33011e+06 2.27596e+06 2.18018e+06 2.14313e+06 1.42837e+06 2.10153e+06 944691 937783 1.90837e+06 880584 43848.8 threshold=2781.5828000000006 2778.6210000000005 250.65000000000003 1118.1025000000002 0 1937.6795000000002 2693.9010000000007 543.62350000000004 1020.6662500000001 137.46340000000004 2971.7767500000004 1000.0509250000001 251.15409550000004 1522.8167500000002 1 1146.4585000000004 2 3 1937.6795000000002 4 9.3820000000000032 5 1275.1415000000002 6 2778.6210000000005 138.43000000000004 2022.5000000000002 1582.5954300000001 2778.6210000000005 160.67825000000002 28.915000000000003 29.384150000000005 47.39500000000001 2693.9010000000007 55.453750000000007 974.87180000000001 340.50250000000011 1908.1960000000001 7 943.12925000000007 1468.575 1468.575 8 9 10 195.69400000000005 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 1 9 2 1 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 9 9 2 left_child=3 6 -3 9 5 8 7 20 19 22 14 -9 13 18 15 29 39 41 21 36 45 -11 30 24 26 28 -24 -19 -25 -6 42 32 -32 37 -15 -21 -5 -16 -33 40 -14 -18 43 -1 -44 -2 right_child=1 2 -4 4 10 -7 -8 11 -10 12 -12 -13 16 34 33 -17 17 27 -20 35 -22 -23 23 25 -26 -27 -28 -29 -30 -31 31 38 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 44 -45 -46 -47 leaf_value=0.0889830869801264 -2.0590900128682454 26.519319684428552 -2.4285782089233399 1.4775183928885109 0.12732519997490777 16.661622625668844 -6.642041008689187 4.8245217704772951 10.148891702270507 -0.15554041105077429 -6.0343138340541298 12.344564887046813 -0.1980477039797886 1.4894851221357073 -0.052248050284029832 8.1377182475380287 0.13038872029125873 1.2368587608619892 4.030422998155867 -0.59722138163555105 3.3245693796331235 0.30090291753029319 4.5835795259475711 -1.2463430632262671 10.581794859313966 1.7779904047648112 0.92562440472979879 4.6934149456024175 -4.4882696330162792 4.1110799053737095 -0.15970649149894717 0.35255056075606145 14.639564399957658 -3.3537914239792599 6.3816623239517209 2.9997620333795965 4.5046908819107783 2.8058369542812476 0.038670728725293424 -2.6022658920288086 2.4731407770514489 -1.88558956451416 0.05954577410204779 -0.017666230372006885 -0.041546329448911477 -1.4632991372971307 leaf_weight=19435 30 31 20 41 72 30 22 28 25 2194 21 20 370 21 335 23 331 1307 28 83 22 5315 48 119 25 30 43 24 31 21 125 2599 20 21 20 23 63 29 13137 22 32 25 9029 122333 185608 21 leaf_count=19435 30 31 20 41 72 30 22 28 25 2194 21 20 370 21 335 23 331 1307 28 83 22 5315 48 119 25 30 43 24 31 21 125 2599 20 21 20 23 63 29 13137 22 32 25 9029 122333 185608 21 internal_value=0 5.10319 15.1672 -0.00314393 1.6096 4.06316 1.51393 2.99683 2.62775 -0.00664746 0.280796 7.95787 0.330799 0.202067 0.551106 2.24339 0.792917 1.01664 0.182082 1.73238 -0.265225 0.167732 -0.0159205 0.980564 4.16158 -1.23217 2.8551 1.2895 -1.91634 1.02688 -0.0167578 0.107111 1.88157 -0.0166163 3.87591 0.167458 3.02082 0.175457 0.0907606 -0.118403 0.0145842 -0.0108772 -0.0226054 -0.00304041 -0.036854 -1.81376 internal_weight=0 194 51 363058 787 265 143 121 235 362271 522 48 9689 7578 501 116 2111 1687 7537 210 73 7509 352582 296 116 180 91 1331 150 93 352286 15881 145 385 41 106 104 364 15736 424 402 356 336405 141768 194637 51 internal_count=363252 194 51 363058 787 265 143 121 235 362271 522 48 9689 7578 501 116 2111 1687 7537 210 73 7509 352582 296 116 180 91 1331 150 93 352286 15881 145 385 41 106 104 364 15736 424 402 356 336405 141768 194637 51 cat_boundaries=0 7 8 9 16 17 18 19 26 27 33 39 cat_threshold=32768 0 256 0 0 0 128 3078 134 3473920 1073774656 134217728 0 1280 2 128 868 2689 1038 2150664320 134480448 67108869 66049 545260609 2048 64 55 1081344 2129988 2155876929 3222750496 545304064 81922 3758096384 360448 268504196 35717168 133265 4335828 is_linear=0 shrinkage=0.01 Tree=192 num_leaves=47 num_cat=9 split_feature=1 0 9 3 25 6 4 3 15 1 8 6 2 4 24 5 24 25 6 24 8 24 9 0 24 0 0 15 10 4 2 9 25 10 1 5 9 9 3 0 6 10 9 24 5 0 split_gain=4.95517e+07 6.86829e+07 1.40577e+08 2.01056e+07 2.49243e+07 5.13533e+07 1.6951e+07 1.9192e+07 1.55105e+07 1.11105e+07 8.5669e+06 6.46633e+06 5.6492e+06 5.45321e+06 4.72488e+06 9.13828e+06 4.24189e+06 4.56263e+06 4.07936e+06 4.05084e+06 3.97727e+06 3.17769e+06 3.12804e+06 2.88316e+06 2.14251e+07 1.14758e+07 2.91842e+06 2.75973e+06 2.52886e+06 2.42379e+06 2.40293e+06 2.2487e+06 5.01247e+06 4.97981e+07 2.23067e+06 2.13679e+06 1.6519e+06 2.22301e+06 1.32743e+06 1.1652e+06 1.06105e+06 1.83238e+06 991197 946406 519403 42976.2 threshold=2781.5828000000006 2778.6210000000005 148.55550000000002 1118.1025000000002 0 1937.6795000000002 2693.9010000000007 543.62350000000004 1020.6662500000001 137.46340000000004 2971.7767500000004 1000.0509250000001 251.15409550000004 1522.8167500000002 1 1146.4585000000004 2 3 1937.6795000000002 4 9.3820000000000032 5 1022.5259020000002 1275.1415000000002 6 2778.6210000000005 2778.6210000000005 1582.5954300000001 160.67825000000002 2693.9010000000007 55.453750000000007 42.010500000000008 7 246.87250000000003 340.50250000000011 1908.1960000000001 1329.0550000000001 923.19600000000014 188.66375000000002 1519.5755740000002 152.21900000000002 323.11000000000007 712.7850000000002 8 84.126000000000019 195.69400000000005 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 1 9 2 1 2 1 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=3 6 -3 9 5 8 7 20 19 23 14 -9 13 18 15 28 36 42 21 34 45 -11 -21 31 25 39 44 -19 -6 35 -15 40 33 -33 -5 -16 37 -14 -34 -25 43 -42 -18 -1 -26 -2 right_child=1 2 -4 4 10 -7 -8 11 -10 12 -12 -13 16 30 29 -17 17 27 -20 22 -22 -23 -24 24 26 -27 -28 -29 -30 -31 -32 32 38 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 leaf_value=-0.0033758032243764997 -2.0384991238911945 30.062755148751393 -3.3028289529551631 1.4627432625468186 0.12605195326937568 16.495006281852724 -6.5756209564208987 4.7762765066964281 10.047402755546569 -0.15399206551484859 -5.9739705367315379 12.221119183063507 -0.16365028112329902 1.4745902504239763 -0.051725566002860435 8.0563411252394967 -0.21433145519514238 1.2244901840861919 3.9901187201908659 1.035276537025676 3.2913236479325731 0.29789953753902565 -3.2746477635701496 4.3630388927459718 -0.9784191806896313 10.475976676940919 -3.8342531914181177 4.6464807875951131 4.0699691036769323 -3.3202535211472286 6.3178461618423469 0.3173789822206729 0.053925643601857962 16.268081177756898 4.4596440351577034 2.7777784703517785 -2.6681851756572725 2.8603278864347015 0.46014076239942547 1.9931911959890594 0.11068685786928704 1.4053982300040997 1.3587279695013295 -0.037295044458672988 0.45052389087099015 -1.4486662001836867 leaf_weight=142171 30 28 23 41 72 30 22 28 25 2194 21 20 374 21 335 23 310 1307 28 85 22 5315 21 32 111 25 36 24 21 21 20 288 10245 21 63 29 24 26 873 59 3350 113 46 195225 33 21 leaf_count=142171 30 28 23 41 72 30 22 28 25 2194 21 20 374 21 335 23 310 1307 28 85 22 5315 21 32 111 25 36 24 21 21 20 288 10245 21 63 29 24 26 873 59 3350 113 46 195225 33 21 internal_value=0 5.05216 15.0155 -0.00311232 1.5935 4.02253 1.49879 2.96686 2.60147 -0.00658082 0.277988 7.87829 0.327492 0.200048 0.545595 2.22096 0.784988 1.00647 0.180263 1.71505 -0.262573 0.166056 0.165784 -0.0157612 0.970759 4.11996 -1.21984 1.2766 1.01661 -0.0164502 3.83715 -0.0165901 0.121397 1.35748 2.99061 0.173702 -0.117219 0.0329083 0.0857451 2.82654 -0.021216 0.152934 -0.0107685 -0.0230035 -0.650953 -1.79563 internal_weight=0 194 51 363058 787 265 143 121 235 362271 522 48 9689 7578 501 116 2111 1687 7537 210 73 7509 106 352582 296 116 180 1331 93 385 41 352286 11427 309 104 364 424 400 11118 91 340859 3463 356 337396 144 51 internal_count=363252 194 51 363058 787 265 143 121 235 362271 522 48 9689 7578 501 116 2111 1687 7537 210 73 7509 106 352582 296 116 180 1331 93 385 41 352286 11427 309 104 364 424 400 11118 91 340859 3463 356 337396 144 51 cat_boundaries=0 7 8 9 16 17 18 19 25 26 cat_threshold=32768 0 256 0 0 0 128 3078 134 3473920 1073774656 134217728 0 1280 2 128 868 2689 1038 8388608 262144 0 328192 2097152 2048 55 is_linear=0 shrinkage=0.01 Tree=193 num_leaves=49 num_cat=11 split_feature=3 4 10 0 25 4 0 20 9 24 25 0 3 7 5 25 7 24 8 4 6 0 3 0 9 25 3 5 12 3 0 4 6 25 3 13 0 0 24 13 13 8 24 25 25 4 7 10 split_gain=4.63464e+07 5.88982e+07 8.09232e+07 1.9864e+07 1.62157e+07 3.71463e+07 3.38697e+07 1.60036e+07 1.23918e+07 9.56575e+06 1.20704e+07 1.23702e+07 7.83875e+06 7.54133e+06 7.23947e+06 5.55274e+06 4.54114e+06 7.07657e+06 7.11649e+06 3.63637e+06 3.10228e+06 3.65375e+06 2.90852e+06 2.90374e+06 2.5978e+06 7.57823e+06 3.256e+07 4.39185e+06 2.41316e+06 2.13103e+06 2.10845e+06 3.04636e+06 1.77972e+06 1.65229e+06 2.24678e+06 2.05116e+06 1.59244e+06 1.4563e+06 1.59016e+06 2.34839e+06 1.02584e+06 1.01931e+06 857214 3.59385e+06 871801 805297 531556 428626 threshold=2725.8677800000005 2693.9010000000007 270.74340000000007 591.40200000000016 0 14.956000000000001 1117.6621800000003 1648.7037500000004 360.85390500000005 1 2 1275.1415000000002 92.623500000000021 762.97500000000002 137.52250000000001 3 227.67125000000004 4 30.947500000000002 1888.1190000000004 698.40204000000006 1117.6621800000003 698.94000000000005 2778.6210000000005 375.64974000000007 5 12.929500000000003 442.11875000000003 1017.6685000000001 153.04650000000001 392.93750000000006 285.32900000000006 1937.6795000000002 6 267.43912000000006 636.58625000000018 73.516000000000005 13.162000000000001 7 346.47815000000008 1063.1169900000002 1581.7937000000002 8 9 10 23.972500000000004 339.411 1564.7167200000001 decision_type=2 2 2 2 9 2 2 2 2 1 9 2 2 2 2 9 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 1 9 9 2 2 2 left_child=3 8 -3 12 5 6 -5 9 13 33 11 -11 24 14 36 16 19 18 -18 22 21 -7 -14 -12 37 26 27 -26 -10 -19 47 -32 40 34 -6 -35 -2 42 39 -39 41 -17 43 -1 -44 -40 -42 -27 right_child=1 2 -4 4 7 20 -8 -9 28 10 23 -13 15 -15 -16 32 17 29 -20 -21 -22 -23 -24 -25 25 30 -28 -29 -30 -31 31 -33 -34 35 -36 -37 -38 38 45 -41 46 -43 44 -45 -46 -47 -48 -49 leaf_value=0.32347750555335159 2.6061920052987557 26.530041726919322 0.77964702772057581 3.4267417808201004 -0.51020175243246146 1.3726641169461338 20.782214577414774 9.0109206125010619 -5.5263005161285399 1.1215731907782496 0.33851190834089734 3.9429935052886345 0.23812928716587248 9.0434403190612791 -2.9929348564147951 0.082769602892456259 5.0282069989089129 1.966304311255614 1.1541006332891759 4.4278799369118431 3.8283582572937012 -3.8194267770518429 1.2221167965753545 -2.4264438171386717 0.3745240081031368 0.033613850131938065 14.383314196735622 5.3465862789154048 -0.61390782487392426 0.42963719504344228 -0.035342233521597731 5.0031414683659872 2.5611300290864092 -0.44740416876731437 2.4674849885304768 -2.7002390757474037 6.3291100006103509 0.13651104854221627 -0.045470652189699819 2.1718338167458251 -0.33820924384253365 2.28909922963097 0.041332121347150225 -0.015417243906562666 -0.034318237007304228 0.10479322644403176 -2.3238734281980076 -1.2913766815185548 leaf_weight=3574 27 26 23 23 58 33 22 23 20 488 753 228 2700 20 20 7272 91 108 99 22 20 23 338 40 159 1043 20 20 20 549 28 21 29 496 45 44 20 10408 13788 57 28 21 16121 24656 274766 4811 26 25 leaf_count=3574 27 26 23 23 58 33 22 23 20 488 753 228 2700 20 20 7272 91 108 99 22 20 23 338 40 159 1043 20 20 20 549 28 21 29 496 45 44 20 10408 13788 57 28 21 16121 24656 274766 4811 26 25 internal_value=0 5.12993 14.4431 -0.00289524 0.924298 4.35147 11.9116 0.710364 1.53666 0.624951 1.05607 1.99219 -0.00879589 3.65471 2.04613 0.250629 0.554887 1.20431 2.85911 0.37694 0.447609 -0.759802 0.347605 0.196565 -0.017171 0.426291 2.17295 0.930062 -3.0701 0.672012 0.0948103 2.12401 0.0885938 -0.397056 0.720753 -0.619496 4.19041 -0.0188472 0.0489201 0.147456 0.0789548 0.0891227 -0.0250192 0.0275872 -0.0301244 -0.00659837 -1.29427 0.00259815 internal_weight=0 176 49 363076 2296 121 45 2175 127 2152 1509 716 360780 87 67 11283 3907 847 190 3060 76 56 3038 793 349497 1316 199 179 40 657 1117 49 7376 643 103 540 47 348181 29064 10465 7347 7293 319117 28230 290887 18599 54 1068 internal_count=363252 176 49 363076 2296 121 45 2175 127 2152 1509 716 360780 87 67 11283 3907 847 190 3060 76 56 3038 793 349497 1316 199 179 40 657 1117 49 7376 643 103 540 47 348181 29064 10465 7347 7293 319117 28230 290887 18599 54 1068 cat_boundaries=0 1 2 9 15 16 20 25 26 27 32 38 cat_threshold=1048576 657 33280 0 4096 1073807360 16384 0 132 70370304 134578688 67633489 66048 8389632 18432 260 8389632 262144 0 1077936128 1024 1074004032 4096 0 20480 30 1 1081600 20 4353 3225501729 10242 3221225472 98304 268439044 70525216 545434640 8612032 is_linear=0 shrinkage=0.01 Tree=194 num_leaves=46 num_cat=10 split_feature=1 0 9 3 25 6 4 3 14 1 8 6 2 4 4 24 7 8 24 25 6 8 24 0 24 0 7 0 0 4 7 7 12 1 5 25 9 9 0 9 24 25 25 3 0 split_gain=4.79192e+07 6.67423e+07 1.37083e+08 1.93846e+07 2.43785e+07 5.01806e+07 1.68398e+07 1.87554e+07 1.28233e+07 1.07318e+07 8.4416e+06 6.2892e+06 5.46625e+06 5.34e+06 5.16004e+06 4.62193e+06 8.94375e+06 1.09807e+07 4.14516e+06 4.47207e+06 3.96779e+06 3.8998e+06 3.0329e+06 2.75906e+06 2.08676e+07 1.12489e+07 3.31672e+06 2.46518e+06 2.45246e+06 2.45102e+06 2.4503e+06 4.51005e+06 3.72248e+07 2.10314e+06 2.09165e+06 2.07268e+06 1.61761e+06 2.15143e+06 1.14329e+06 973031 893921 1.84477e+06 852201 126355 40742.6 threshold=2781.5828000000006 2778.6210000000005 148.55550000000002 1118.1025000000002 0 1937.6795000000002 2693.9010000000007 543.62350000000004 1061.9390000000003 137.46340000000004 2971.7767500000004 1000.0509250000001 251.15409550000004 1888.1190000000004 1292.0010000000002 1 92.584500000000006 522.29990000000009 2 3 1937.6795000000002 9.3820000000000032 4 1275.1415000000002 5 2778.6210000000005 138.43000000000004 2778.6210000000005 106.75600000000001 2693.9010000000007 28.915000000000003 29.384150000000005 39.850900000000003 303.77500000000003 1908.1960000000001 6 1329.0550000000001 923.19600000000014 1519.5755740000002 712.7850000000002 7 8 9 1493.1141200000004 195.69400000000005 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 1 9 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 9 9 2 2 left_child=3 6 -3 9 5 8 7 21 14 23 15 -9 13 20 33 16 43 -18 36 39 22 44 -11 30 25 38 27 -26 -21 34 40 32 -32 -5 -17 -33 37 -14 -25 -20 41 -1 -42 -6 -2 right_child=1 2 -4 4 10 -7 -8 11 -10 12 -12 -13 18 -15 -16 29 17 -19 19 28 -22 -23 -24 24 26 -27 -28 -29 -30 -31 31 35 -34 -35 -36 -37 -38 -39 -40 -41 42 -43 -44 -45 -46 leaf_value=0.088387572894495559 -2.0183393287658693 29.648900735037671 -3.2994396110202957 -0.27141699178719225 0.37720056395376877 16.295774904251097 -6.5824520735307175 4.724690747942244 8.4453411030769345 0.78135766897273684 -5.9422051311674569 12.066860394597054 -0.16469826187679473 4.8105590618133549 5.0113403444032416 -0.057932822405402346 10.629475492187169 1.3043096053174563 -0.21782238356817155 0.61165319250639816 3.9386385018484935 3.2553021092848344 0.10127390758542579 4.2974173831939702 -1.2317191220131241 10.348888970184326 1.7563409131368002 -4.3977561538450178 1.5485584457180275 -3.3484242175874255 -0.16607238721847534 0.35458256856558301 14.527591852188111 1.9804157662216355 2.7415236117922031 0.039262893495979695 -2.6442438280582428 2.8101910979931173 1.9499603497779976 1.34075547736624 0.058893335247655484 -0.017174676645780068 -0.04055593827454719 -0.50553875530467318 -1.4440388706752234 leaf_weight=19128 30 28 23 81 31 30 22 28 32 717 21 20 374 25 37 335 23 28 310 399 28 22 6808 32 119 25 30 31 932 21 125 2465 20 85 29 13271 24 26 59 46 9029 122640 185608 34 21 leaf_count=19128 30 28 23 81 31 30 22 28 32 717 21 20 374 25 37 335 23 28 310 399 28 22 6808 32 119 25 30 31 932 21 125 2465 20 85 29 13271 24 26 59 46 9029 122640 185608 34 21 internal_value=0 4.96824 14.7898 -0.00305915 1.56466 3.96689 1.46543 2.92868 2.56179 -0.00646488 0.264092 7.78393 0.321864 0.1965 1.63434 0.529508 2.18654 5.50978 0.771891 0.99084 0.181228 -0.263813 0.167247 -0.0154874 0.949569 4.05784 -1.21166 -1.88603 1.25824 -0.025874 -0.0162983 0.105084 1.86064 0.88163 0.165101 0.0889071 -0.119802 0.0286695 2.77544 -0.0159841 -0.0220285 -0.0029265 -0.0359398 -0.08454 -1.78186 internal_weight=0 194 51 363058 787 265 143 121 235 362271 522 48 9689 7578 203 501 116 51 2111 1687 7553 73 7525 352582 296 116 180 150 1331 385 352286 15881 145 166 364 15736 424 400 91 356 336405 141768 194637 65 51 internal_count=363252 194 51 363058 787 265 143 121 235 362271 522 48 9689 7578 203 501 116 51 2111 1687 7553 73 7525 352582 296 116 180 150 1331 385 352286 15881 145 166 364 15736 424 400 91 356 336405 141768 194637 65 51 cat_boundaries=0 7 8 9 16 17 18 24 25 31 37 cat_threshold=32768 0 256 0 0 0 128 3078 134 3473920 1073774656 134217728 0 1280 2 128 4 1038 2150664320 134480448 67108869 513 545260608 2048 55 1081344 2129988 2155876433 3222750496 545304064 81922 3758096384 360448 268504196 35717168 133265 4335828 is_linear=0 shrinkage=0.01 Tree=195 num_leaves=54 num_cat=3 split_feature=0 1 6 1 5 1 4 7 0 4 26 0 6 1 4 3 9 6 7 14 17 24 3 4 5 23 26 4 24 5 9 7 7 5 19 11 11 7 1 4 16 9 1 10 14 4 24 26 1 14 6 3 5 split_gain=5.77377e+07 8.23611e+07 1.63217e+08 2.43447e+07 2.52906e+07 5.56217e+07 1.24894e+07 1.62137e+07 8.89397e+06 8.52322e+06 8.33148e+06 6.23393e+06 9.00004e+06 5.88273e+06 5.80887e+06 5.52877e+06 5.19126e+06 4.78504e+06 4.68056e+06 4.41316e+06 8.20191e+06 3.35087e+06 3.23371e+06 3.16039e+06 5.68309e+06 3.05193e+06 2.9007e+06 6.81549e+06 5.41517e+06 5.16757e+06 2.77167e+06 2.65345e+06 1.88909e+07 2.32391e+07 3.77842e+06 2.11966e+06 4.55656e+06 2.117e+06 1.8819e+06 1.55186e+06 1.44152e+06 1.11968e+06 1.09105e+06 983874 2.64829e+06 975206 894446 1.37576e+06 874272 774164 641965 426547 417013 threshold=2778.6210000000005 2781.5828000000006 329.88400000000007 733.85806350000018 1908.1960000000001 1098.6214000000002 2693.9010000000007 826.12250000000006 249.87000000000003 785.57750000000021 2022.5000000000002 887.79240000000016 3.1710000000000007 1098.6214000000002 629.95226050000008 54.605550000000008 26.827014000000002 1136.6981000000003 438.06825000000003 680.43750000000011 764.58199999999999 0 14.222000000000001 378.84625000000011 622.44110000000012 8.5912500000000005 2022.5000000000002 974.87180000000001 1 524.39625000000012 1972.2770000000003 28.915000000000003 29.384150000000005 28.442500000000006 1352.1000000000001 314.2625000000001 871.08830000000023 998.30500000000018 228.79050000000004 111.28200000000001 494.52696000000009 172.50900000000004 7.46 1935.1350000000002 26.272000000000002 1116.5450000000003 2 2022.5000000000002 241.54760000000002 448.09750000000003 293.37750000000005 543.62350000000004 384.24423250000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=3 9 -3 8 11 -6 7 -7 22 10 -2 26 13 15 -15 -13 -12 21 -11 37 -21 50 43 39 38 30 27 28 -5 -29 -23 40 33 -33 -34 45 -37 -14 -25 -19 42 -42 -24 46 -45 -28 47 -1 -26 -48 52 -52 -10 right_child=1 2 -4 4 5 6 -8 -9 17 18 16 12 19 14 -16 -17 -18 23 -20 20 -22 25 31 24 48 -27 35 29 -30 -31 -32 32 34 -35 -36 36 -38 -39 -40 -41 41 -43 -44 44 -46 -47 49 -49 -50 -51 51 -53 -54 leaf_value=0.043671625438328879 6.6584886967052119 38.636119430541996 1.5025389493744949 2.3194277811350315 21.010713569641112 0.033353052139282226 -4.049754479148171 10.664811512873724 -0.43231712697494418 -4.9186229772153114 -2.1551899729456223 11.083945775985717 0.8065738193468116 1.2232626779996432 7.1680645119060173 3.7374277673448835 4.4220836784726103 1.9708780145645142 1.0773866106669108 7.6207850066475249 -1.0231242334275019 0.39065512132769559 -0.020281969399874457 4.015252825736999 -0.59566994905471804 3.4151983003055348 -0.14948768393296399 1.6952337148915166 0.095015744233321139 8.6454546320438386 3.7977817869186401 14.736187580272556 0.20799092833042107 -0.50820027816295621 4.4564076796032133 2.5171921288598442 -0.61605113554536628 -1.7594164074168486 8.3533381156921376 -1.2527694838387626 0.63546475549538939 3.4039476832889375 0.13036375442416762 2.8067663404418206 -1.1030758158365885 -2.4076255350112916 -0.033179634287974116 -0.037155820034362706 2.2931569996747103 0.33578802150487902 -0.80830103437105816 -2.4645589513364046 0.57244819215003484 leaf_weight=44537 44 20 29 149 20 32 22 26 341 23 28 20 87 65 22 21 21 32 30 23 21 4629 14306 20 20 34 437 23 367 20 24 20 6680 20 21 97 89 51 20 28 48 21 7241 41 30 20 242736 39946 22 570 48 23 47 leaf_count=44537 44 20 29 149 20 32 22 26 341 23 28 20 87 65 22 21 21 32 30 23 21 4629 14306 20 20 34 437 23 367 20 24 20 6680 20 21 97 89 51 20 28 48 21 7241 41 30 20 242736 39946 22 570 48 23 47 internal_value=0 5.44093 16.6591 -0.00195379 1.22422 6.09472 2.36572 4.79918 -0.00742149 1.67593 3.49991 0.902102 2.16648 4.19824 2.72655 7.3211 0.663642 0.39968 -1.52466 0.73755 3.49528 0.34971 -0.0134649 2.21055 3.48668 0.429126 0.576015 1.10288 0.784128 4.92789 0.408229 0.088984 0.262205 7.11399 0.221305 0.117979 1.01795 -0.141727 6.1843 0.466509 0.0349646 1.47805 0.0303434 -0.0223258 1.15472 -0.248312 -0.0225807 0.00545343 0.917525 -0.0323139 -0.460551 -1.34484 -0.310606 internal_weight=0 195 49 363117 1612 100 80 58 361505 146 93 1512 310 128 87 41 49 5288 53 182 44 5146 356217 142 82 4687 1202 559 516 43 4653 28357 6741 40 6701 643 186 138 40 60 21616 69 21547 327860 71 457 327789 84483 42 243306 459 71 388 internal_count=363312 195 49 363117 1612 100 80 58 361505 146 93 1512 310 128 87 41 49 5288 53 182 44 5146 356217 142 82 4687 1202 559 516 43 4653 28357 6741 40 6701 643 186 138 40 60 21616 69 21547 327860 71 457 327789 84483 42 243306 459 71 388 cat_boundaries=0 1 2 3 cat_threshold=128 44 7 is_linear=0 shrinkage=0.01 Tree=196 num_leaves=45 num_cat=9 split_feature=0 1 6 1 5 1 2 26 4 2 25 26 2 0 14 25 6 0 24 26 24 0 5 2 4 9 10 6 8 25 10 11 17 5 9 25 5 25 0 24 25 20 11 2 split_gain=5.65887e+07 8.07221e+07 1.59969e+08 2.38661e+07 2.47858e+07 5.45148e+07 1.35406e+07 1.62831e+07 1.22409e+07 1.14982e+07 1.1024e+07 1.86138e+07 1.49492e+07 8.71894e+06 8.29521e+06 7.28356e+06 6.5907e+06 6.12907e+06 5.04086e+06 5.06771e+06 3.80942e+06 5.97943e+06 3.71024e+06 3.56606e+06 2.96071e+06 3.18614e+06 2.7105e+06 3.85611e+06 2.57775e+06 2.49684e+06 5.47158e+06 2.22161e+06 1.87547e+06 1.74457e+06 1.59527e+06 1.15013e+07 1.32269e+06 1.03858e+06 1.03364e+06 985554 929162 901748 1.01587e+06 513378 threshold=2778.6210000000005 2781.5828000000006 329.88400000000007 733.85806350000018 1908.1960000000001 1098.6214000000002 27.046500000000005 2022.5000000000002 2693.9010000000007 967.39580000000012 0 2022.5000000000002 210.00800000000001 227.70275000000004 390.44050000000004 1 1136.6981000000003 134.27105550000002 2 2022.5000000000002 3 1275.1415000000002 524.39625000000012 1271.7445000000002 40.028000000000013 2854.0889000000006 172.93750000000003 270.75475000000006 249.69280000000003 4 1058.8682400000002 577.50480000000005 192.13560000000004 2871.8940000000007 375.64974000000007 5 1561.8224400000001 6 1519.5755740000002 7 8 154.69500000000002 191.17500000000004 673.68310000000008 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 1 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 9 2 1 9 2 2 2 left_child=3 6 -3 13 10 -6 7 -2 9 -7 11 12 -5 24 26 16 20 41 28 -20 21 -15 -22 32 33 29 27 -8 -19 30 -26 -13 -18 34 39 -36 37 38 -17 -1 -31 42 -12 -39 right_child=1 2 -4 4 5 8 14 -9 -10 -11 17 31 -14 15 -16 36 23 18 19 -21 22 -23 -24 -25 25 -27 -28 -29 -30 40 -32 -33 -34 -35 35 -37 -38 43 -40 -41 -42 -43 -44 -45 leaf_value=0.0023631993528966198 10.539871340433756 38.249759628295898 1.4875133909028153 13.370980373791285 20.800605957031248 -0.74133564161217735 -3.4813425780986917 -0.27237382668715254 -4.0092569316517226 8.3605596302577432 -0.17215010104591358 -1.2650186558773644 3.0375334194728305 1.1325967963117516 4.760031742822556 0.15167610392242137 2.9977288266088142 -1.1554127047886358 2.7937438907348198 0.81744247099607603 0.2928199896297824 5.3525284941991176 1.4853509963133009 6.2010440949031285 0.37769214837375842 -3.6019607394674553 -5.5202188253402715 2.2263290405273439 0.92959711668186618 0.14549198827208695 5.3881160822781649 2.6726841619740362 -0.35320256088090979 2.5217882234078868 3.3832163715784525 -0.0033015126415194065 -2.5358398985862731 -0.15724266549352187 1.7026251882856542 -0.033674800473177904 -0.017867628374536006 -2.1326093292236328 1.0996738694419324 -1.2975494087033155 leaf_weight=115002 30 20 29 28 20 23 29 26 22 35 544 38 28 499 21 1837 61 107 260 259 1958 36 301 28 2343 23 20 20 133 7707 22 23 23 27 103 901 20 1066 44 223116 6347 21 71 41 leaf_count=115002 30 20 29 28 20 23 29 26 22 35 544 38 28 499 21 1837 61 107 260 259 1958 36 301 28 2343 23 20 20 133 7707 22 23 23 27 103 901 20 1066 44 223116 6347 21 71 41 internal_value=0 5.38652 16.4925 -0.00193359 1.21213 6.03377 1.65917 5.5199 2.34207 4.75119 0.893241 3.72314 8.20426 -0.00734727 -0.743067 0.373464 0.729306 0.624726 1.23597 1.77333 0.636467 1.39056 0.449728 3.11042 -0.0136807 0.11737 -2.41792 -1.15168 2.90284e-05 0.12258 0.422514 0.219689 2.08021 -0.0200341 -0.0202365 0.377785 0.0271728 0.0444191 0.186962 -0.0214183 0.0717561 -0.0949019 -0.0253216 -0.19769 internal_weight=0 195 49 363117 1612 100 146 56 80 58 1512 117 56 361505 90 5914 2906 1395 759 519 2794 535 2259 112 355591 16442 69 49 240 16419 2365 61 84 339149 339122 1004 3008 2988 1881 338118 14054 636 615 1107 internal_count=363312 195 49 363117 1612 100 146 56 80 58 1512 117 56 361505 90 5914 2906 1395 759 519 2794 535 2259 112 355591 16442 69 49 240 16419 2365 61 84 339149 339122 1004 3008 2988 1881 338118 14054 636 615 1107 cat_boundaries=0 3 10 11 12 18 23 30 31 38 cat_threshold=1048576 0 80 68535840 142607360 68161808 0 64 16512 128 3202 6 2129920 1208287808 16 262145 128 16384 8388608 262144 1052672 4194304 1024 144703620 361272 167773248 3221225473 12588288 2 4 23 738526756 33587470 201916672 2147549696 541136128 2 68 is_linear=0 shrinkage=0.01 Tree=197 num_leaves=45 num_cat=4 split_feature=0 1 9 1 5 1 2 26 4 7 25 26 2 15 0 14 25 2 11 0 4 14 23 0 3 10 5 11 3 7 3 19 9 11 10 10 14 14 5 25 3 25 26 0 split_gain=5.54626e+07 7.91157e+07 1.53327e+08 2.33912e+07 2.42926e+07 5.343e+07 1.32711e+07 1.59591e+07 1.19973e+07 1.58468e+07 1.08047e+07 1.82434e+07 1.46517e+07 1.06389e+07 8.54655e+06 8.13014e+06 6.78834e+06 4.62386e+06 4.45285e+06 4.9299e+06 4.16094e+06 4.2107e+06 4.14213e+06 3.66968e+06 3.14622e+06 2.65656e+06 3.5287e+06 2.59741e+06 3.30202e+07 3.4634e+06 4.55791e+06 2.77788e+06 2.38933e+06 2.1774e+06 1.29567e+06 964173 2.59449e+06 816765 2.46078e+06 827598 751279 601068 612418 283603 threshold=2778.6210000000005 2781.5828000000006 148.55550000000002 733.85806350000018 1908.1960000000001 1098.6214000000002 27.046500000000005 2022.5000000000002 2693.9010000000007 826.12250000000006 0 2022.5000000000002 210.00800000000001 1947.7010000000002 249.87000000000003 390.44050000000004 1 673.68310000000008 2105.5980000000004 134.27105550000002 785.57750000000021 116.61900000000001 3.9660000000000002 1519.5755740000002 14.222000000000001 172.93750000000003 670.57570000000021 76.71250000000002 15.004890000000001 378.97500000000008 1282.3492500000004 1352.1000000000001 712.7850000000002 577.50480000000005 1058.8682400000002 1935.1350000000002 26.272000000000002 448.09750000000003 584.10300000000018 2 1282.3492500000004 3 2022.5000000000002 992.19979999999998 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 left_child=3 6 -3 14 10 -6 7 -2 9 -7 11 12 -5 18 24 25 17 22 19 -12 23 -22 32 -19 35 26 -8 29 -29 34 -31 -30 -16 -13 -26 37 -37 39 -39 -1 41 43 -43 -18 right_child=1 2 -4 4 5 8 15 -9 -10 -11 13 33 -14 -15 16 -17 40 20 -20 -21 21 -23 -24 -25 27 -27 -28 28 31 30 -32 -33 -34 -35 -36 36 -38 38 -40 -41 -42 42 -44 -45 leaf_value=0.041781277662288237 10.434472531636557 35.924235714999114 0.35994648403591584 13.237270412445069 20.592599922180174 -0.007920957803726196 -3.6641462597480188 -0.26964999749110297 -3.9691642657193276 10.502563613011286 -0.053079770973410934 -1.2523684873079 3.0071582072121754 7.8638955135345467 0.46471838497998136 4.7124315043858118 -0.23995116391136947 0.80344984864152003 -3.5814981031417847 1.1591040630096552 5.5410269022922884 0.95671001781116827 5.1006982355117803 5.1703906032017306 0.038450367769931104 -5.4650164928436276 1.7130335252181343 11.589295509090791 0.24298981569216502 0.70744054770406761 5.2012023321787515 3.8932629122052873 1.8653401311615017 2.6459571987649668 2.4663297080993654 2.7784436638180803 -1.0914790852864582 0.19684265170331178 3.089755364694903 -0.026778284769199853 -1.5408400797843933 0.25917428238877355 -0.10474982594613705 -0.98927212472689352 leaf_weight=18665 30 22 27 28 20 32 26 26 22 26 626 38 28 20 2513 21 351 230 26 723 51 33 20 21 25006 20 23 26 2879 379 24 21 128 23 22 41 30 571 31 308522 32 938 912 59 leaf_count=18665 30 22 27 28 20 32 26 26 22 26 626 38 28 20 2513 21 351 230 26 723 51 33 20 21 25006 20 23 26 2879 379 24 21 128 23 22 41 30 571 31 308522 32 938 912 59 internal_value=0 5.33265 16.3276 -0.0019133 1.20001 5.97344 1.64258 5.4647 2.31864 4.70368 0.884308 3.68591 8.12221 0.618479 -0.00727284 -0.735637 0.391798 0.703975 0.517589 0.596593 1.81354 3.74005 0.566935 1.16881 -0.013197 -2.39374 -1.14016 0.0878565 0.37001 0.0553929 0.975059 0.269423 0.532602 0.217492 0.0405845 -0.0219372 1.14327 -0.0221896 0.345813 -0.0228667 -0.0192542 0.00220519 0.0793407 -0.3395 internal_weight=0 195 49 363117 1612 100 146 56 80 58 1512 117 56 1395 361505 90 5288 2996 1375 1349 335 84 2661 251 356217 69 49 28357 2926 25431 403 2900 2641 61 25028 327860 71 327789 602 327187 2292 2260 1850 410 internal_count=363312 195 49 363117 1612 100 146 56 80 58 1512 117 56 1395 361505 90 5288 2996 1375 1349 335 84 2661 251 356217 69 49 28357 2926 25431 403 2900 2641 61 25028 327860 71 327789 602 327187 2292 2260 1850 410 cat_boundaries=0 3 10 17 24 cat_threshold=1048576 0 80 76924576 142607392 101717328 1 4096 16514 128 2685403264 4 193 1147281712 8563328 2218806336 2 524288 4 8391173 106168832 536872960 0 64 is_linear=0 shrinkage=0.01 Tree=198 num_leaves=57 num_cat=11 split_feature=0 1 6 1 25 24 3 2 26 0 14 0 14 24 0 25 6 3 23 8 3 24 6 12 25 3 1 26 1 11 3 1 3 6 10 6 25 3 2 3 6 6 3 25 0 2 24 10 14 8 25 1 24 2 1 0 split_gain=5.43589e+07 7.75413e+07 1.53946e+08 2.29257e+07 1.49997e+07 3.45779e+07 5.44384e+07 1.3007e+07 1.56415e+07 8.38157e+06 7.96835e+06 7.29807e+06 9.09202e+06 7.2074e+06 7.09175e+06 7.0618e+06 6.73275e+06 6.2282e+06 5.1617e+06 4.71092e+06 4.61432e+06 4.57077e+06 3.94499e+06 3.75978e+06 3.40377e+06 4.50507e+06 4.30905e+06 2.99403e+06 5.82732e+06 5.69905e+06 2.9376e+06 2.76495e+06 4.07782e+06 3.53953e+06 2.60369e+06 3.72722e+06 2.58421e+06 7.65408e+06 3.96211e+07 5.60381e+06 2.41549e+06 2.16951e+06 1.74783e+06 1.18433e+06 1.16969e+06 1.14316e+06 1.12438e+06 945175 2.54286e+06 919442 912307 892722 853110 700342 472596 276630 threshold=2778.6210000000005 2781.5828000000006 329.88400000000007 733.85806350000018 0 1 571.90530000000001 27.046500000000005 2022.5000000000002 227.70275000000004 390.44050000000004 1117.6621800000003 1352.1000000000001 2 804.19674500000008 3 1136.6981000000003 7.7315000000000014 1.4250000000000003 711.30690000000016 1118.1025000000002 4 84.256000000000014 258.66500000000002 5 1282.3492500000004 1892.2623000000001 2022.5000000000002 1098.6214000000002 1413.4285000000002 14.222000000000001 1461.4925000000003 1118.1025000000002 1136.6981000000003 172.93750000000003 270.75475000000006 6 14.733500000000003 26.254000000000001 2725.8677800000005 249.52500000000001 113.74050000000001 2725.8677800000005 7 1519.5755740000002 2.1142500000000006 8 1935.1350000000002 26.272000000000002 120.75900000000001 9 186.32800000000003 10 673.68310000000008 494.77402000000006 747.41500000000008 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 1 2 2 2 9 2 1 2 2 2 left_child=3 7 -3 9 5 6 17 8 -2 30 34 24 27 14 22 16 18 -5 21 41 23 -11 -7 -18 25 26 -6 28 -13 -29 47 33 -33 -26 35 -9 37 38 -32 -39 -19 -15 50 44 46 -46 -17 49 -49 52 -38 -51 -1 54 -45 -55 right_child=1 2 -4 4 11 13 -8 10 -10 15 -12 12 -14 19 -16 43 20 40 -20 -21 -22 -23 -24 -25 31 -27 -28 29 -30 -31 36 32 -34 -35 -36 -37 42 39 -40 -41 -42 -43 -44 53 45 -47 -48 48 -50 51 -52 -53 -54 55 -56 -57 leaf_value=0.0036345160745406909 10.330128039042155 37.508019454956056 1.4445115872087149 5.9391916333712063 1.4569305501225289 -1.0831308152940538 17.48783077093271 -3.419158652075406 -0.26695356112260088 1.3220171622569497 4.6653071612403503 6.9116399673315199 8.4834847294200557 -1.4159747647430936 6.319179827372233 -0.26646399566031226 0.41728035050995493 -2.1301369743347172 5.5900258727300729 -5.6445822597685309 7.4373092978341244 0.34733063683942844 3.809689186169551 4.7452378484080819 0.21748140296744342 -2.9076039078122098 6.2465121895926341 -1.3873286366866808 1.4270903258574636 4.4810504714302395 0.0049962641569701108 -0.40558102054212564 -4.6166466819323029 3.4894571614946637 -5.410366324901581 2.1923125286102296 0.079475101586758676 0.19154751060432509 15.597597010016441 4.6742757657596039 2.7257683545067199 2.0512130531897914 -2.4675468969345093 -0.1709855576385392 3.4309223036332566 0.12759573638439178 0.29764955514621966 2.750659315019119 -1.0805642509460449 0.093066975118726344 -0.059674740746298846 0.71424276394228781 -0.033454156237534283 -0.66457956129504792 0.94819357700836959 -2.0946070321400962 leaf_weight=83624 30 20 29 39 178 45 39 29 26 656 21 26 22 59 33 449 49 20 21 21 21 1829 26 34 597 21 21 59 76 23 88 199 26 35 20 20 13960 6897 20 28 21 26 28 1159 22 20 1560 41 30 3448 7102 248 240077 31 39 24 leaf_count=83624 30 20 29 39 178 45 39 29 26 656 21 26 22 59 33 449 49 20 21 21 21 1829 26 34 597 21 21 59 76 23 88 199 26 35 20 20 13960 6897 20 28 21 26 28 1159 22 20 1560 41 30 3448 7102 248 240077 31 39 24 internal_value=0 5.27933 16.1643 -0.00189416 1.18801 3.06309 7.19606 1.62615 5.41005 -0.00720011 -0.72828 0.678024 2.40782 0.50044 2.27056 0.366171 0.75365 3.07834 0.653071 -1.2823 3.2497 0.61135 0.708606 2.19018 0.353458 1.43239 1.96236 1.68138 2.82511 0.25868 -0.0134098 0.0590818 -0.892193 0.398683 -2.36981 -1.12876 0.0846689 0.250515 2.89251 0.209673 0.357034 -0.355423 0.0292308 0.0576252 0.205257 1.85791 0.171729 -0.0218328 1.13183 -0.022083 0.0325639 0.134748 -0.0238737 -0.183741 -0.134552 -1.28859 internal_weight=0 195 49 363117 1612 329 119 146 56 361505 90 1283 206 210 104 5914 2610 80 2506 106 104 2485 71 83 1077 220 199 184 102 82 355591 857 225 632 69 49 28123 7033 108 6925 41 85 21090 3304 2051 42 2009 327468 71 327397 21062 3696 323701 1253 1198 55 internal_count=363312 195 49 363117 1612 329 119 146 56 361505 90 1283 206 210 104 5914 2610 80 2506 106 104 2485 71 83 1077 220 199 184 102 82 355591 857 225 632 69 49 28123 7033 108 6925 41 85 21090 3304 2051 42 2009 327468 71 327397 21062 3696 323701 1253 1198 55 cat_boundaries=0 7 8 9 16 17 22 28 34 35 42 43 cat_threshold=1048576 0 320 0 16384 0 132 2344 708 68535840 142607360 68157712 0 64 16512 128 22 136316416 134218816 16 65536 4194304 11567104 1208320580 4437 33620481 1024 18432 144703620 361272 167777344 3221225473 12588288 2 386 201655844 75498536 244843008 2214592512 2160070976 258 64 7 is_linear=0 shrinkage=0.01 Tree=199 num_leaves=46 num_cat=7 split_feature=0 1 6 1 5 1 2 4 7 25 7 15 0 14 3 1 25 6 23 3 11 0 12 3 4 25 3 7 3 2 1 3 25 0 2 10 14 25 14 5 25 2 4 25 0 split_gain=5.32771e+07 7.59983e+07 1.50882e+08 2.24694e+07 2.36839e+07 5.23104e+07 1.27482e+07 1.17655e+07 1.54494e+07 1.04276e+07 1.56407e+07 1.03768e+07 8.21604e+06 7.80978e+06 7.76738e+06 1.67344e+07 6.92253e+06 6.59842e+06 5.05884e+06 4.5225e+06 4.37746e+06 4.7741e+06 3.68496e+06 2.87915e+06 2.67136e+06 2.53279e+06 7.50177e+06 3.94426e+07 5.49229e+06 2.04211e+06 1.79034e+06 1.71305e+06 1.18121e+06 1.45272e+06 983202 926366 2.49225e+06 894170 837696 2.39292e+06 838504 811343 606087 277678 226264 threshold=2778.6210000000005 2781.5828000000006 329.88400000000007 733.85806350000018 1908.1960000000001 1098.6214000000002 27.046500000000005 2693.9010000000007 826.12250000000006 0 6.0470000000000015 1947.7010000000002 227.70275000000004 390.44050000000004 117.64300000000001 1098.6214000000002 1 1136.6981000000003 1.4250000000000003 1118.1025000000002 2105.5980000000004 134.27105550000002 258.66500000000002 14.222000000000001 785.57750000000021 2 14.733500000000003 19.454750000000004 2725.8677800000005 673.68310000000008 1256.4300000000001 2725.8677800000005 3 1519.5755740000002 2.1142500000000006 1935.1350000000002 26.272000000000002 4 448.09750000000003 584.10300000000018 5 673.68310000000008 452.88000000000005 6 635.46050000000014 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 9 2 2 9 2 left_child=3 6 -3 12 9 -6 -2 8 -7 10 14 20 23 24 15 -5 17 18 29 22 21 -11 -19 35 -8 26 27 -25 -28 -14 -12 37 33 42 -35 38 -37 -27 40 -40 -1 43 -18 -34 -43 right_child=1 2 -4 4 5 7 13 -9 -10 11 30 -13 16 -15 -16 -17 32 19 -20 -21 -22 -23 -24 25 -26 31 28 -29 -30 -31 -32 -33 41 34 -36 36 -38 -39 39 -41 -42 44 -44 -45 -46 leaf_value=0.043299170759287901 5.3559539062636237 37.132938629150388 1.4300664257181104 10.656238498687744 20.354557113647463 -0.017192413210868836 -0.34976028694826011 -3.9536847929521044 10.360676061190093 -0.05735298798678401 -1.8800217546735492 7.7588914909362794 0.50942809038860948 4.6186541943323043 11.867242275735608 -1.9825082855224612 0.099437080010970846 0.4131075454244808 5.534125691368466 7.3629360235305059 -3.5605964396550105 1.135523836866619 4.6977856265797335 -0.017420499670234593 -4.2854188319614961 0.078680919454829024 0.18963203446826971 15.540034939289095 4.6275329984937397 1.4624302704763412 1.8420539553960165 -2.4428714724949425 -0.44269277840852739 3.1715039429841223 0.35791474549666696 2.7231526524846146 -1.0697586186726888 -0.059078832627487213 0.20433772363931152 3.0579958435604646 -0.026440429504104326 -0.87967326786207112 0.68150564128372271 -0.062883088894618244 -2.3340023345947265 leaf_weight=18253 56 20 29 22 20 32 34 22 26 626 28 20 2235 21 23 20 1946 49 21 21 26 723 34 88 35 13960 6897 20 28 250 24 28 246 27 23 41 30 7102 564 31 308549 23 197 822 20 leaf_count=18253 56 20 29 22 20 32 34 22 26 626 28 20 2235 21 23 20 1946 49 21 21 26 723 34 88 35 13960 6897 20 28 250 24 28 246 27 23 41 30 7102 564 31 308549 23 197 822 20 internal_value=0 5.22654 16.0027 -0.00187475 1.17613 5.88937 1.60989 2.27308 4.63496 0.864408 3.61655 0.603333 -0.00712764 -0.720997 7.1959 4.63779 0.362538 0.746177 0.646607 3.2172 0.50364 0.581972 2.16828 -0.0132757 -2.34611 0.0838223 0.248009 2.86359 0.207576 0.605304 -0.162141 0.0289385 0.0570498 0.191386 1.87725 -0.0216145 1.12051 0.0322383 -0.0218622 0.353016 -0.0225447 -0.207458 0.152945 -0.155101 -1.55611 internal_weight=0 195 49 363117 1612 100 146 80 58 1512 117 1395 361505 90 65 42 5914 2610 2506 104 1375 1349 83 355591 69 28123 7033 108 6925 2485 52 21090 3304 2193 50 327468 71 21062 327397 595 326802 1111 2143 1068 43 internal_count=363312 195 49 363117 1612 100 146 80 58 1512 117 1395 361505 90 65 42 5914 2610 2506 104 1375 1349 83 355591 69 28123 7033 108 6925 2485 52 21090 3304 2193 50 327468 71 21062 327397 595 326802 1111 2143 1068 43 cat_boundaries=0 3 10 16 23 30 37 44 cat_threshold=1048576 0 80 68535840 142607360 68157712 0 64 16512 128 11567104 1208320580 4437 33620481 1024 18432 144703620 361272 167777344 3221225473 12588288 2 4 201655844 75498536 244843008 2214592512 2160070976 258 64 2685403264 4 193 1147273520 42117760 2218806336 2 524288 67108868 8390661 38011392 2048 16 64 is_linear=0 shrinkage=0.01 Tree=200 num_leaves=50 num_cat=5 split_feature=2 4 7 6 1 25 1 4 7 14 6 8 4 26 5 1 5 6 13 8 4 13 26 18 25 5 6 9 4 25 9 1 5 25 2 6 2 6 17 9 5 6 11 26 8 15 25 7 16 split_gain=8.63618e+07 2.0722e+08 1.25771e+08 2.01275e+07 1.56973e+07 1.2271e+07 1.24161e+07 2.83262e+07 8.64197e+06 8.7546e+06 5.27134e+06 4.5769e+06 4.56539e+06 6.85554e+06 5.70484e+06 4.55295e+06 6.70062e+06 5.9294e+06 3.15505e+06 5.43532e+06 3.0789e+06 3.01258e+06 3.57938e+06 3.38971e+06 2.76494e+06 2.53193e+06 2.38e+06 3.46155e+06 1.83549e+06 1.63895e+06 2.45828e+06 2.67106e+07 1.60582e+06 1.47884e+06 2.25515e+06 1.46379e+06 1.41642e+06 2.7402e+06 1.27545e+06 1.10919e+06 956447 1.18362e+06 906083 851034 799212 760088 642625 720984 365088 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 1529.30718 133.85250000000005 0 2781.5828000000006 14.450258500000002 1538.3385000000001 1061.9390000000003 1136.6981000000003 1148.5039000000004 111.28200000000001 2022.5000000000002 772.27550000000008 2781.5828000000006 842.25950000000023 610.50250000000017 149.59500000000003 186.83700000000002 106.484285 942.81900000000007 2022.5000000000002 119.21125000000002 1 119.16450000000002 1324.2200000000003 1022.5259020000002 2693.9010000000007 2 395.07800000000003 27.234500000000004 1908.1960000000001 3 354.40600000000001 293.37750000000005 223.62625000000003 487.67864000000003 940.75000000000011 712.7850000000002 1561.8224400000001 37.218000000000011 231.49199999999999 2022.5000000000002 9.1315155000000008 1020.6662500000001 4 401.27229150000005 467.15447999999998 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=4 3 -3 12 20 6 8 -8 21 11 -9 -10 13 -2 -14 17 -17 33 19 -19 29 22 -6 -23 25 36 27 -27 38 30 32 42 43 34 -7 -35 44 -38 45 -20 46 -42 -32 -1 -22 -26 48 -48 -31 right_child=1 2 -4 -5 5 15 7 10 9 -11 -12 -13 14 -15 -16 16 -18 18 39 -21 24 23 -24 -25 28 26 -28 -29 -30 40 31 -33 -34 35 -36 -37 37 -39 -40 -41 41 -43 -44 -45 -46 -47 47 -49 -50 leaf_value=0.098539565079133432 8.0130104581771349 9.9907669010868787 42.201054486361421 -5.4895072297560867 1.008119778792826 0.14434075402426352 15.14294158554077 -2.1775085769653324 -0.24402968797928251 9.1619974020253068 4.2536448922524084 4.8161123009883999 -2.262473532812936 1.0501024781740629 4.7302833595275882 -0.31618945020310424 -7.1106255776541571 0.70100543267586657 -0.64379086745412717 3.654465988656749 0.049422147860657732 3.5329261082724521 0.28144903402194521 -0.15781127478625323 0.014966004417040388 0.82731132058764634 -2.1482337148372945 5.0344717350006105 -2.2508217313554555 0.0042997288955065596 -0.11902025601942175 10.641455651063186 2.6315361515680951 -0.13188306621803006 0.84774356222670066 1.0919870332643098 0.62698539953276589 4.333995127244429 2.475585366657802 1.2306457272282354 0.32826121909945621 3.198619207382202 1.3448285308837891 -0.01343005072515374 0.44056074367129072 -1.8929484785170783 -0.031344304145690977 0.45355513881734222 0.42399333440340486 leaf_weight=13864 31 27 22 39 1407 3850 20 25 39 23 26 33 28 26 20 47 21 136 76 115 1806 76 1308 37 3677 882 26 20 36 58923 274 26 24 2332 517 102 213 22 21 54 51 20 50 13300 735 21 258268 307 208 leaf_count=13864 31 27 22 39 1407 3850 20 25 39 23 26 33 28 26 20 47 21 136 76 115 1806 76 1308 37 3677 882 26 20 36 58923 274 26 24 2332 517 102 213 22 21 54 51 20 50 13300 735 21 258268 307 208 internal_value=0 6.68936 24.4525 0.644942 -0.00174609 0.384142 0.921564 5.05656 0.824278 3.79095 1.10112 2.0752 2.92345 4.83695 0.651175 0.160712 -2.41447 0.185318 1.39928 2.05418 -0.0129517 0.724619 0.658033 2.32445 0.188058 0.381392 0.834616 0.920596 -0.00365583 -0.0172936 0.0567009 0.889451 0.0460015 0.11731 0.227095 -0.0802654 0.231255 0.974025 0.018087 0.134821 -0.0237069 1.13681 0.106882 0.0437172 0.162561 0.00413144 -0.023967 -0.0307674 0.00577507 internal_weight=0 193 49 144 363018 10244 2994 71 2923 95 51 72 105 57 48 7250 68 7182 381 251 352774 2828 2715 113 7459 3704 928 902 3755 345315 27538 350 27188 6801 4367 2434 2776 235 3719 130 317777 71 324 27164 2541 3698 317706 258575 59131 internal_count=363211 193 49 144 363018 10244 2994 71 2923 95 51 72 105 57 48 7250 68 7182 381 251 352774 2828 2715 113 7459 3704 928 902 3755 345315 27538 350 27188 6801 4367 2434 2776 235 3719 130 317777 71 324 27164 2541 3698 317706 258575 59131 cat_boundaries=0 5 12 18 25 32 cat_threshold=76578816 142606336 67109200 262144 16384 137659424 1208321632 134746176 2147549185 12588032 16514 4 1083179008 98372 1093 1079386672 8424064 2218942528 345760 263712 169349632 1681915905 4272896 256 132 2147516420 1090781232 2424311952 2248147968 538059808 1073807510 128 is_linear=0 shrinkage=0.01 Tree=201 num_leaves=42 num_cat=8 split_feature=3 2 4 0 25 4 0 20 4 5 2 25 24 1 8 4 8 25 0 26 3 1 10 5 0 1 25 24 12 5 13 25 6 2 6 1 25 11 8 8 1 split_gain=9.48407e+07 1.49881e+08 2.41687e+08 1.59617e+07 2.75063e+07 5.28429e+07 2.39382e+07 1.46831e+07 1.21182e+07 6.98137e+06 6.93967e+06 6.90998e+06 6.59314e+06 7.68631e+06 5.72494e+06 5.41435e+06 4.31397e+06 3.86219e+06 3.75114e+06 4.63679e+06 3.46368e+06 5.96234e+06 3.27357e+06 3.09077e+06 2.74803e+06 3.40026e+06 2.53952e+06 2.93566e+06 2.4089e+06 2.33534e+06 2.15191e+06 1.87226e+06 1.80535e+06 1.79068e+06 2.32569e+06 1.48022e+06 1.28201e+06 1.92551e+06 1.08503e+06 1.08262e+06 874490 threshold=2725.8677800000005 2682.0900000000006 2693.9010000000007 591.40200000000016 0 14.956000000000001 1117.6621800000003 1648.7037500000004 2693.9010000000007 155.08350000000004 1468.575 1 2 2781.5828000000006 399.3245290000001 2693.9010000000007 1973.6620000000003 3 2778.6210000000005 2022.5000000000002 481.20000000000005 1461.4925000000003 856.19400000000007 185.45850000000002 44.556600000000003 2781.5828000000006 4 5 32.856000000000009 92.948000000000022 397.80214000000007 6 519.7600000000001 1827.1555000000001 1937.6795000000002 1892.2623000000001 7 27.582200000000004 1148.5039000000004 487.53114000000005 1892.2623000000001 decision_type=2 2 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 9 2 2 2 2 left_child=3 8 -3 9 5 6 -5 11 10 24 14 12 16 -14 29 17 -6 20 35 -20 22 -22 -11 -7 25 36 27 31 -25 -2 -29 -26 38 34 -19 -13 37 -1 -28 -34 -38 right_child=1 2 -4 4 7 23 -8 -9 -10 15 -12 18 13 -15 -16 -17 -18 33 19 -21 21 -23 -24 28 26 -27 32 30 -30 -31 -32 -33 39 -35 -36 -37 40 -39 -40 -41 -42 leaf_value=0.031606233945751627 1.401519838029688 -5.6867257156372073 38.627050333023071 6.6408802909851081 0.061463847904908858 3.1061245786732639 21.599833234704061 8.6941430733420635 -5.7350971527099617 0.3474401080490967 7.3571857757568369 0.013970303293227572 1.9875255176481699 -3.1236736100719824 -2.6488690898895264 5.5036199798583985 4.0089908560391132 0.03195708717742457 -6.4313283793131504 0.29651891374588013 1.0515375586514766 5.9849247859074524 2.3249704430131026 1.2563865625290642 0.34185906109317699 3.7444176499048871 0.047419567604902797 0.084432700811277628 -3.5333795093354725 5.5524792480468754 2.2817593301897463 1.3367108607968912 0.77764392213195777 -2.8727240952991302 2.9794242124204282 -2.6744146655854726 -0.025258432275175911 0.47013007042258836 2.3221181088402161 3.1174858607416569 2.0658484363555907 leaf_weight=22933 33 20 32 20 610 29 23 22 20 3143 25 828 578 31 25 20 29 3147 21 20 424 26 86 21 363 24 14540 1433 21 23 46 448 141 21 27 21 312826 1047 21 23 20 leaf_count=22933 33 20 32 20 610 29 23 22 20 3143 25 828 578 31 25 20 29 3147 21 20 424 26 86 21 363 24 14540 1433 21 23 46 448 141 21 27 21 312826 1047 21 23 20 internal_value=0 7.29941 21.5833 -0.00178684 0.833392 5.41834 14.6422 0.563713 1.40447 -0.00705128 2.75156 0.482688 0.958434 1.69944 1.33007 0.308119 0.236909 0.293002 -0.193025 -3.14945 0.513259 1.33658 0.400109 0.595222 -0.0131914 -0.0194545 0.110801 0.419861 -1.1385 3.10638 0.151748 0.901007 0.0624089 0.0376556 0.0570301 -0.0525269 -0.0197227 0.0507316 0.0507002 1.10579 -0.0251239 internal_weight=0 178 52 363033 2274 114 43 2160 126 360759 106 2138 1248 609 81 6894 639 6874 890 41 3679 450 3229 71 353865 336850 17015 2290 42 56 1479 811 14725 3195 3174 849 336826 23980 14561 164 312846 internal_count=363211 178 52 363033 2274 114 43 2160 126 360759 106 2138 1248 609 81 6894 639 6874 890 41 3679 450 3229 71 353865 336850 17015 2290 42 56 1479 811 14725 3195 3174 849 336826 23980 14561 164 312846 cat_boundaries=0 1 8 9 16 21 22 26 32 cat_threshold=1048576 8684544 134480932 67112976 1141178368 4211712 16384 128 2761 203802144 1216644704 524544 327681 4198464 16386 4 34816 262144 67109200 4194816 128 2070 0 0 272 512 3230662656 98308 268435521 1146233392 41978880 2214750212 is_linear=0 shrinkage=0.01 Tree=202 num_leaves=45 num_cat=5 split_feature=3 2 4 9 1 7 25 1 4 8 14 3 1 24 12 5 7 13 17 3 4 25 7 10 8 4 3 1 22 5 5 2 25 9 9 24 5 5 17 8 7 4 10 14 split_gain=9.29534e+07 1.46898e+08 2.36878e+08 1.69934e+07 1.53228e+07 1.39782e+07 1.18933e+07 1.58379e+07 4.8866e+07 1.31341e+07 1.18864e+07 6.06669e+06 5.9906e+06 4.37324e+06 4.10655e+06 6.06244e+06 4.31169e+06 3.3097e+06 3.30927e+06 3.06232e+06 2.91341e+06 3.10268e+06 3.6433e+06 2.99307e+06 2.9456e+06 2.71042e+06 2.26109e+06 2.25014e+06 1.84937e+06 1.83752e+06 1.76868e+06 1.61194e+06 1.48566e+06 2.37107e+06 4.11658e+07 1.56092e+06 1.31515e+06 1.19384e+06 1.15173e+06 980110 870356 672420 800462 612691 threshold=2725.8677800000005 2682.0900000000006 2693.9010000000007 463.8180000000001 133.85250000000005 762.97500000000002 0 2781.5828000000006 1.7467500000000002 1017.6571000000002 214.87400000000002 1118.1025000000002 1892.2623000000001 1 1621.2640000000004 842.25950000000023 248.10745000000003 942.81900000000007 42.228000000000009 815.10500000000013 235.63350000000005 2 659.5150000000001 856.19400000000007 71.893140000000002 1888.1190000000004 267.43912000000006 56.702905000000008 585.76132000000018 218.04650000000001 305.32623000000007 2682.0900000000006 3 395.07800000000003 419.23800000000006 4 87.289470000000009 1561.8224400000001 1179.9325000000001 60.727500000000013 27.935905000000005 2693.9010000000007 941.87500000000011 30.610000000000003 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 left_child=4 3 -3 5 20 27 7 11 -9 -10 -5 13 18 17 15 28 43 -6 -13 -16 31 22 23 36 -24 -15 -18 -2 29 -8 -26 32 33 35 -35 -1 -22 39 41 -34 -39 42 -23 -17 right_child=1 2 -4 10 6 -7 14 8 9 -11 -12 12 -14 25 19 16 26 -19 -20 -21 21 38 24 -25 30 -27 -28 -29 -30 -31 -32 -33 37 34 -36 -37 -38 40 -40 -41 -42 -43 -44 -45 leaf_value=0.20649003298095658 -0.32015538046436925 -5.6298583602905277 38.240780220031738 -9.0931738399323976 0.96013186482020785 10.867188477732919 0.066543979905098208 18.384633727300734 -3.1123637506696911 6.9947637710571291 1.4249664306640626 2.6100310168947494 7.0750425125122067 0.20445518937531293 0.12587155549422555 -0.43259605901828713 0.17713492146244758 3.3044772362354258 -0.72339412835928119 -4.7240903905232754 0.24435393401453284 0.028812271475556796 6.1406259951591498 4.2084811505404387 3.3994484565876149 3.2425740470886231 3.3776135928768758 3.5215857467651368 -2.7748934910514143 0.55820425324424261 -0.29181175689697264 2.341893882751465 -0.024940487190825068 14.44683237166632 0.034256749906661839 0.0088320797473059754 0.99575760546317893 0.48298389700956124 2.3832675052824475 0.090359832027735842 2.8930123851610268 -1.2884398826799897 1.5989297826362379 1.4223538247744241 leaf_weight=4823 31 20 32 21 1365 22 5973 21 36 20 22 126 25 1387 23 69 27 63 39 30 735 2020 20 22 27 30 121 30 22 871 25 29 313565 21 352 23073 341 43 21 7550 23 38 33 24 leaf_count=4823 31 20 32 21 1365 22 5973 21 36 20 22 126 25 1387 23 69 27 63 39 30 735 2020 20 22 27 30 121 30 22 871 25 29 313565 21 352 23073 341 43 21 7550 23 38 33 24 internal_value=0 7.22641 21.3675 1.39042 -0.00176851 4.03375 0.378955 0.894002 5.37568 0.497325 -3.7118 0.783244 2.5133 0.667704 0.153633 0.174529 1.73345 1.05616 1.82213 -2.61939 -0.0128547 0.283698 0.694104 0.55714 2.8792 0.266893 2.79374 1.56923 0.11981 0.129115 1.6248 -0.0156397 -0.0158353 0.0536539 0.845689 0.0430828 0.482485 -0.0219525 0.0528055 -0.0222296 1.32284 0.0296532 0.0540504 0.0461007 internal_weight=0 178 52 126 363033 83 10272 3112 77 56 43 3035 190 2845 7160 7107 241 1428 165 53 352761 3282 1170 1098 72 1417 148 61 6866 6844 52 349479 349450 28269 373 27896 1076 321181 2112 321115 66 2091 2053 93 internal_count=363211 178 52 126 363033 83 10272 3112 77 56 43 3035 190 2845 7160 7107 241 1428 165 53 352761 3282 1170 1098 72 1417 148 61 6866 6844 52 349479 349450 28269 373 27896 1076 321181 2112 321115 66 2091 2053 93 cat_boundaries=0 5 6 13 19 20 cat_threshold=76578816 142606336 68157776 262144 16384 348 134316544 1074037280 134217744 2147549185 12588032 16384 4 2156920832 98372 5 1079386672 8425088 2218942530 3 is_linear=0 shrinkage=0.01 Tree=203 num_leaves=54 num_cat=10 split_feature=3 2 12 1 25 1 5 8 6 2 3 1 6 13 8 8 24 8 17 8 11 3 3 5 3 25 3 10 15 1 25 10 1 5 5 5 7 2 3 18 24 25 5 7 11 11 17 24 25 23 25 25 12 split_gain=9.11036e+07 1.43975e+08 1.70028e+08 1.50179e+07 1.16566e+07 1.55227e+07 1.97596e+07 9.58841e+06 8.1291e+06 7.10943e+06 5.94596e+06 5.87139e+06 4.31728e+06 6.46822e+06 4.84889e+06 7.37574e+06 4.30354e+06 4.06891e+06 3.24342e+06 2.84355e+06 2.73758e+06 2.38515e+06 2.20401e+06 2.14987e+06 2.09278e+06 2.08312e+06 2.04677e+06 1.79745e+06 1.66445e+06 1.5233e+06 1.51336e+06 1.6785e+06 3.93646e+07 1.849e+06 1.50351e+06 1.2416e+06 2.77574e+06 1.64964e+06 1.22118e+06 1.10851e+06 1.09585e+06 4.41767e+06 1.06983e+06 1.02663e+06 848517 973796 1.06652e+06 699010 1.18823e+06 678646 539210 355654 96974 threshold=2725.8677800000005 2682.0900000000006 85.709000000000017 133.85250000000005 0 2781.5828000000006 14.489570000000002 1017.6571000000002 1937.6795000000002 1468.575 1118.1025000000002 1892.2623000000001 610.50250000000017 1063.1169900000002 257.49900000000008 658.8995000000001 1 46.751870000000004 42.228000000000009 120.75900000000001 187.23300000000003 0.52405500000000016 1890.7105500000002 45.32630000000001 991.56000000000017 2 104.41300000000003 767.74042000000009 61.777500000000011 2781.5828000000006 3 239.63500000000005 5.7020000000000008 425.55000000000007 923.46450000000016 101.14530000000001 659.5150000000001 119.95050000000002 135.86380000000003 82.736750000000015 4 5 236.84755000000004 548.03450000000009 1413.4285000000002 1085.4300000000001 1179.9325000000001 6 7 5.7750000000000012 8 9 828.5512500000001 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 1 9 2 9 9 2 left_child=3 8 -3 19 5 10 -7 -8 9 17 16 18 22 14 39 -16 21 23 -12 30 -18 -5 29 -2 -15 26 28 38 50 34 31 40 33 -33 -6 47 49 -38 -28 -14 41 -1 -30 -42 45 46 -27 48 -32 -37 -21 -49 -46 right_child=1 2 -4 4 12 6 7 -9 -10 -11 11 -13 13 24 15 -17 20 -19 -20 25 -22 -23 -24 -25 -26 44 27 -29 42 -31 35 32 -34 -35 -36 36 37 -39 -40 -41 43 -43 -44 -45 52 -47 -48 51 -50 -51 -52 -53 -54 leaf_value=0.78511823147443438 1.2627891982755355 6.2708800654257493 43.123783482142855 1.6047302051765697 0.09816046397085143 11.839195535594019 -2.3929544053758893 6.6727136840820309 -3.4872344907124835 7.7164170035448949 2.5839306667115953 7.0042923294067387 0.2460122901599878 0.27869574980302292 5.469279073209905 1.1365556421781842 0.11979592039026207 -1.9489339645092303 -0.71616017977396651 0.57400966517130536 1.0863218160839234 0.69448953597419927 -2.9972633096446164 5.4680776777267459 -3.754111398266208 0.061839837778095756 2.3791969659377119 3.3025132465362548 0.81709540096051114 -1.6181146546906116 0.039072891414774928 -0.13910450703932425 14.376773962020875 2.7181886498133343 1.3275664342984115 0.092420037886232612 0.72603219535615704 3.9011118774414064 0.68964824265073599 2.6428339854153724 0.010701187420333262 0.018989952350282328 2.7318915987014769 0.80741997806572474 -0.88365656137466431 2.1859162625399504 2.1768322881062825 0.002343568927426013 -0.025191382567682077 1.1450736571127369 0.068997383133620596 -0.045130638640128576 -1.8684102745056153 leaf_weight=963 31 31 21 564 6591 29 28 20 27 22 126 25 157 22 67 95 1316 26 39 260 377 588 23 20 31 3635 49 34 154 51 37666 402 20 24 101 5031 36 30 337 22 20829 3338 36 163 20 22 24 17808 121734 62 1018 139046 20 leaf_count=963 31 31 21 564 6591 29 28 20 27 22 126 25 157 22 67 95 1316 26 39 260 377 588 23 20 31 3635 49 34 154 51 37666 402 20 24 101 5031 36 30 337 22 20829 3338 36 163 20 22 24 17808 121734 62 1018 139046 20 internal_value=0 7.15415 21.1538 -0.00175076 0.375165 0.885062 5.32192 1.38441 1.37652 2.703 0.775412 2.48817 0.152097 1.16988 1.67502 2.92848 0.661027 1.27059 1.80391 -0.0127261 0.333056 1.13032 0.0930533 2.91192 -2.08012 0.210635 0.480174 1.09828 0.306603 0.103594 -0.016335 0.0574335 0.665587 0.0218698 0.116715 -0.0222435 0.13164 2.16925 0.904125 0.540594 0.0467324 0.19195 1.1799 0.0168796 0.0723883 0.0883244 0.0757124 -0.0247545 -0.0100043 0.105235 0.17677 -0.039741 -1.37603 internal_weight=0 178 52 363033 10272 3112 77 48 126 99 3035 190 7160 394 341 162 2845 77 165 352761 1693 1152 6766 51 53 5609 1888 420 1468 6743 347152 25739 446 426 6692 321413 5159 66 386 179 25293 4301 190 20992 3721 3681 3659 316254 159400 5093 1278 156854 40 internal_count=363211 178 52 363033 10272 3112 77 48 126 99 3035 190 7160 394 341 162 2845 77 165 352761 1693 1152 6766 51 53 5609 1888 420 1468 6743 347152 25739 446 426 6692 321413 5159 66 386 179 25293 4301 190 20992 3721 3681 3659 316254 159400 5093 1278 156854 40 cat_boundaries=0 5 6 11 17 18 22 23 30 35 42 cat_threshold=76578816 142606336 68157776 262144 16384 284 674594944 1208254560 33554448 2219900928 8474688 2156920832 360452 65537 1078338096 8392320 2218813638 3 1048576 0 0 1073741824 1079 1612742660 19398752 2147489108 2147517697 1105954 8486912 128 536871040 134217792 0 71303168 8388672 1140867328 3221225744 276827308 103809088 302125088 33554448 4 is_linear=0 shrinkage=0.01 Tree=204 num_leaves=48 num_cat=10 split_feature=3 4 2 0 25 4 0 9 5 1 3 1 4 0 25 0 3 4 0 2 5 2 5 5 5 2 24 25 11 9 25 10 25 19 0 24 25 25 2 4 3 5 14 25 11 9 0 split_gain=8.92906e+07 1.42221e+08 2.30947e+08 1.52384e+07 2.67484e+07 5.16664e+07 2.347e+07 1.3847e+07 1.03155e+07 7.95693e+06 6.62237e+06 6.08502e+06 1.09837e+07 9.44163e+06 5.94217e+06 1.02692e+07 5.8225e+06 5.67953e+06 4.36876e+06 3.99856e+06 3.61483e+06 3.58856e+06 3.45368e+06 3.16779e+06 3.04424e+06 2.63185e+06 2.34923e+06 3.78446e+06 2.07448e+06 2.07447e+06 1.40552e+07 5.4474e+07 2.07101e+06 1.88884e+06 1.67008e+06 1.83195e+06 2.53915e+06 1.52627e+06 2.30679e+06 1.37864e+06 1.17968e+06 848277 3.80515e+06 840856 614617 575110 447522 threshold=2725.8677800000005 2693.9010000000007 2682.0900000000006 591.40200000000016 0 14.956000000000001 1117.6621800000003 463.8180000000001 2871.8940000000007 2781.5828000000006 103.76700000000001 1256.4300000000001 55.211440000000003 149.25200000000004 1 2778.6210000000005 198.62500000000003 1888.1190000000004 2778.6210000000005 223.62625000000003 367.52900000000005 141.77045000000001 1312.9050000000002 923.46450000000016 185.45850000000002 549.23035000000016 2 3 29.336875000000003 395.07800000000003 4 145.32400000000004 5 270.2000000000001 20.404800000000005 6 7 8 258.87100000000004 1116.5450000000003 115.05780000000001 622.44110000000012 208.66305000000003 9 734.30050000000017 923.19600000000014 346.24075000000011 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 9 2 9 2 2 1 9 9 2 2 2 2 2 9 2 2 2 left_child=3 7 -3 10 5 6 -5 20 9 14 29 19 13 -13 15 -6 -14 -10 -16 32 21 -2 -9 -18 -7 -11 40 -28 -26 34 31 45 33 -12 41 36 -36 38 -32 -37 -21 43 -43 -1 -39 -31 -34 right_child=1 2 -4 4 8 24 -8 22 17 25 11 12 16 -15 18 -17 23 -19 -20 26 -22 -23 -24 -25 28 -27 27 -29 -30 30 37 -33 46 -35 35 39 -38 44 -40 -41 -42 42 -44 -45 -46 -47 -48 leaf_value=0.046878716505107845 -0.32671727233919606 -5.6604929199218752 37.657464504241943 6.5314827232360839 0.809407638699844 3.0563688390008332 21.343424423881199 -0.58216934967041012 1.7052791824340821 -0.43455884187117866 0.23598485104028125 11.064401142055338 5.6008344287872323 1.6901455379667738 0.086184965152133919 5.193837707042694 -1.4340379135028736 9.1512897382463727 -3.0205500118931132 2.3667777450879415 6.4754425653918029 4.6923080280848914 -6.4589683494567875 2.2534851567885457 1.1747352981567383 -4.7204327101456496 1.7012421189587894 0.47368927200754962 -3.2751907556707209 1.3517271632239931 0.32057717720951351 18.941016515731814 -0.029929034636766789 1.5695215907859095 1.0581667357173172 0.0091962069493400581 0.16316136192838213 -0.2403027473627033 2.8602939408581434 2.0866810950636863 0.11337988837034578 0.13738100669232969 3.4350219440460208 -0.025999529352132126 1.196151187958256 -0.32370849585533146 -0.68849353727304718 leaf_weight=16682 29 20 32 20 1160 29 23 20 20 23 4157 22 20 21 794 56 74 21 48 24 29 28 20 34 20 38 394 737 22 42 280 20 3886 109 326 17911 5960 761 41 32 726 442 38 307843 31 40 106 leaf_count=16682 29 20 32 20 1160 29 23 20 20 23 4157 22 20 21 794 56 74 21 48 24 29 28 20 34 20 38 394 737 22 42 280 20 3886 109 326 17911 5960 761 41 32 726 442 38 307843 31 40 106 internal_value=0 7.08261 20.9967 -0.00173287 0.814304 5.33551 14.4541 1.34028 0.548444 0.454857 -0.00687665 0.242917 2.1136 6.48628 0.560356 1.00307 0.644659 5.51909 -0.0898539 0.211367 3.60114 2.13877 -3.52057 -0.273151 0.56444 -3.10445 0.627466 0.912487 -1.15618 -0.0142254 0.398262 3.77361 0.116588 0.269426 -0.0156605 0.0644312 0.211184 0.054536 0.625479 0.0128941 0.183048 -0.0216313 0.398444 -0.0222526 -0.181783 0.534441 -0.0472975 internal_weight=0 178 52 363033 2274 114 43 126 2160 2119 360759 10310 171 43 2058 1216 128 41 842 10139 86 57 40 108 71 61 1881 1131 42 350449 1215 102 8258 4266 349234 24229 6286 1113 321 17943 750 325005 480 324525 792 82 3992 internal_count=363211 178 52 363033 2274 114 43 126 2160 2119 360759 10310 171 43 2058 1216 128 41 842 10139 86 57 40 108 71 61 1881 1131 42 350449 1215 102 8258 4266 349234 24229 6286 1113 321 17943 750 325005 480 324525 792 82 3992 cat_boundaries=0 1 8 9 14 18 24 25 28 35 41 cat_threshold=1048576 8684544 134479876 67109136 1073807360 4195328 0 132 3240 135562240 0 16 0 5120 8389632 262180 0 4194304 137462820 1208321072 168300817 2214592513 4264960 2 22 32768 0 64 1048576 33792 0 1076887552 0 0 128 3221225472 327680 2415920321 1078992944 43158016 2214813780 is_linear=0 shrinkage=0.01 Tree=205 num_leaves=42 num_cat=4 split_feature=11 1 0 24 7 1 15 3 3 6 2 1 3 24 3 0 18 18 24 2 3 17 3 10 3 10 9 13 7 12 12 10 9 11 11 1 24 11 7 1 11 split_gain=3.39067e+07 1.03146e+08 1.54254e+07 2.37675e+07 4.51128e+07 3.463e+07 8.58245e+06 6.76021e+06 4.94724e+06 9.26384e+06 6.4435e+06 4.8456e+06 1.26802e+07 6.07548e+06 9.25532e+06 4.69246e+06 4.2657e+06 1.78473e+07 5.54058e+06 3.57077e+06 3.35626e+06 3.27945e+06 2.92394e+06 2.41944e+06 2.1788e+06 2.08007e+06 1.90961e+06 2.717e+06 1.74452e+06 1.72972e+06 1.23616e+07 3.14009e+07 1.45655e+06 1.36016e+06 1.13709e+06 1.01972e+06 1.02732e+06 1.01871e+06 1.49797e+06 303403 161817 threshold=3182.0603000000006 1892.2623000000001 688.40820000000008 0 2822.9627650000007 2781.5828000000006 1020.6662500000001 64.404025000000019 1118.1025000000002 1937.6795000000002 1468.575 962.58510000000012 125.49685000000001 1 571.90530000000001 2778.6210000000005 8.6850000000000005 166.80200000000005 2 223.62625000000003 991.56000000000017 1381.0875000000003 1118.1025000000002 1159.6875000000002 2725.8677800000005 246.87250000000003 658.43074000000013 207.58814000000004 762.97500000000002 163.29990000000001 166.64000000000001 48.419250000000005 1022.5259020000002 182.83984000000004 291.60000000000008 1461.4925000000003 3 65.39725 27.089200000000002 2781.5828000000006 529.78250000000014 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=2 32 7 4 8 6 16 23 15 10 -10 19 -13 14 -14 25 18 -18 -5 24 -7 28 -15 29 33 -4 37 -28 -21 35 31 -31 -2 -9 -32 36 -1 38 -25 -37 -39 right_child=1 -3 3 5 -6 20 -8 11 9 -11 -12 12 13 22 -16 -17 17 -19 -20 21 -22 -23 -24 26 -26 -27 27 -29 -30 30 34 -33 -34 -35 -36 39 -38 40 -40 -41 -42 leaf_value=0.003326150003613919 0.65607707670756754 22.909657575167145 -0.48312473183997134 1.9165171653484834 -13.69475180053711 7.6800993587352622 6.4706127572059629 0.071781808059685093 1.4897290834699359 -3.5487940700237566 7.0289819386800128 8.2412354377746588 0.22277234467966803 0.35613844938532135 6.1590487714608519 -4.1358977133035664 11.679920102119445 0.64877571938254619 0.39137252462682903 0.42739230174818149 12.941878783486107 4.3894984297318898 -2.6815285922319463 0.54462699136163439 2.4691542903582255 1.0859690756010778 5.6080683965682985 0.39558674240112301 1.4911329818771271 0.1455879418373108 0.050559737673787984 14.971458793878556 -2.4904356999551096 0.48196467118260855 0.67904485448602503 -0.57513451522827153 -0.031729999452073873 -0.15570425152778625 3.2872242323557539 -1.6060235049273517 -1.3576999164762953 leaf_weight=144086 28 26 470 451 25 27 33 11087 70 26 30 25 58 169 48 32 20 55 530 2007 22 22 39 117 39 103 20 20 167 50 2406 20 31 872 327 125 199114 24 24 37 21 leaf_count=144086 28 26 470 451 25 27 33 11087 70 26 30 25 58 169 48 32 20 55 530 2007 22 22 39 117 39 103 20 20 167 50 2406 20 31 872 327 125 199114 24 24 37 21 internal_value=0 6.3155 -0.00110446 0.898998 -0.479177 1.80292 1.44873 -0.00582787 -0.0337629 1.7689 3.1515 0.205462 1.387 0.841283 2.65996 -0.409194 1.2918 3.59041 1.11606 0.177242 10.0425 0.54798 -0.203634 -0.0146926 0.109386 -0.201071 1.01964 3.00183 0.509106 -0.0153679 0.232038 4.38155 -0.997175 0.101691 0.125757 -0.0173876 -0.0170132 0.593366 1.01145 -0.810584 -0.716636 internal_weight=0 85 362818 1894 756 1138 1089 360924 731 126 100 14533 339 314 106 605 1056 75 981 14194 49 2196 208 346391 11998 573 226 40 2174 346165 2803 70 59 11959 2733 343362 343200 186 141 162 45 internal_count=362903 85 362818 1894 756 1138 1089 360924 731 126 100 14533 339 314 106 605 1056 75 981 14194 49 2196 208 346391 11998 573 226 40 2174 346165 2803 70 59 11959 2733 343362 343200 186 141 162 45 cat_boundaries=0 1 2 3 4 cat_threshold=1729 801 22 1047 is_linear=0 shrinkage=0.01 Tree=206 num_leaves=46 num_cat=8 split_feature=11 0 0 25 0 3 2 6 0 4 3 3 18 11 24 18 6 0 6 25 3 24 5 4 12 10 4 5 25 4 12 12 11 5 16 26 25 11 17 25 6 12 6 25 6 split_gain=3.32319e+07 8.30373e+07 1.51226e+07 8.38762e+07 1.46128e+08 7.39901e+07 7.56936e+07 1.2592e+07 1.74503e+07 9.26623e+06 8.80428e+06 6.62568e+06 5.7426e+06 1.24471e+07 5.40455e+06 7.78791e+06 4.88709e+06 4.71163e+06 4.09685e+06 5.01923e+06 4.80083e+06 4.24622e+06 3.43757e+06 3.32092e+06 2.40027e+06 2.37129e+06 2.78998e+06 2.31912e+06 2.02673e+06 2.94466e+06 1.69529e+06 1.21156e+07 3.11397e+07 1.63835e+06 1.16359e+06 1.13621e+06 2.69056e+06 1.11446e+06 1.01671e+06 849189 776893 723232 1.85571e+06 518374 102970 threshold=3182.0603000000006 531.22050000000013 688.40820000000008 0 2778.6210000000005 2725.8677800000005 2682.0900000000006 6.179850000000001 992.19979999999998 21.087000000000003 1118.1025000000002 64.404025000000019 96.063000000000002 954.88100000000009 1 8.6850000000000005 203.26450000000003 2778.6210000000005 203.26450000000003 2 1282.3492500000004 3 1561.8224400000001 1116.5450000000003 911.29109000000005 1159.6875000000002 309.63250000000005 1908.1960000000001 4 680.56950000000018 163.29990000000001 166.64000000000001 73.496500000000012 1146.4585000000004 232.16000000000003 2022.5000000000002 5 291.60000000000008 940.75000000000011 6 420.87650000000008 103.43350000000001 55.975500000000004 7 127.16726600000003 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 9 2 2 2 9 2 left_child=2 40 11 4 7 10 -7 8 -4 -10 14 25 13 -12 17 -16 -9 -5 27 20 38 34 -23 -18 -14 30 41 28 29 -13 35 32 -32 -22 -21 36 -1 -33 -20 -37 -2 42 -27 -30 -43 right_child=1 -3 3 5 -6 6 -8 16 9 -11 12 18 24 -15 15 -17 23 -19 19 21 33 22 -24 -25 -26 26 -28 -29 43 -31 31 37 -34 -35 -36 39 -38 -39 -40 -41 -42 44 -44 -45 -46 leaf_value=0.094761167373208291 -0.5746995925903321 18.659492871833571 0.79561674375791813 -0.2276729829556689 26.200384404731523 -1.2208534191500757 -25.164023012907609 -2.3926195532480876 12.78044326564244 4.2477953414916998 2.0757894552670995 0.2120921367794075 -2.8736425789919764 9.6960778059782804 0.49688204096458038 4.164648019094316 3.7756182262944242 -3.7275700224899664 0.068873097517105367 0.17692354338844929 -1.5463678340911866 1.1208648131472019 4.0354231711796356 -1.032315040588379 1.8528991662888299 0.45424892281376589 4.0910369249490586 3.4532734580267044 -0.19284494792791593 1.450806695836963 0.11942543535232543 0.050054141461016208 14.883511140823364 -5.1881881886436831 -1.4040530999501548 0.033601784747624742 -0.015708916669607494 0.67225439381161967 2.3582926015853882 -0.042911054215950969 -3.0487594777887517 -0.076487667377178492 3.4310518363952638 0.040286720134846118 -1.0308919177055358 leaf_weight=25888 30 33 37 622 33 31 23 30 35 20 104 6237 22 27 714 63 51 41 644 254 30 1109 42 20 21 129 26 21 1185 198 50 2406 20 21 57 16018 148266 327 20 153190 22 26 25 4715 20 leaf_count=25888 30 33 37 622 33 31 23 30 35 20 104 6237 22 27 714 63 51 41 644 254 30 1109 42 20 21 129 26 21 1185 198 50 2406 20 21 57 16018 148266 327 20 153190 22 26 25 4715 20 internal_value=0 6.25235 -0.00109278 0.890129 6.46802 0.0950248 -11.4189 3.42923 6.10554 9.67766 0.480837 -0.0057696 2.60556 3.64638 0.2241 0.784176 0.991402 -0.437508 0.203407 0.603404 -0.0880315 0.935757 1.21665 2.42127 -0.565331 -0.0145457 1.00945 0.132932 0.127279 0.249818 -0.0152142 0.229718 4.33774 -3.04594 -0.109322 -0.0172137 0.000717006 0.1245 0.137832 -0.0356686 -1.62142 0.608839 0.937496 -0.00678426 -0.491446 internal_weight=0 85 362818 1894 226 1668 54 193 92 55 1614 360924 174 131 1440 777 101 663 14533 2177 715 1462 1151 71 43 346391 226 12356 12335 6435 346165 2803 70 51 311 343362 174154 2733 664 169208 52 200 154 5900 46 internal_count=362903 85 362818 1894 226 1668 54 193 92 55 1614 360924 174 131 1440 777 101 663 14533 2177 715 1462 1151 71 43 346391 226 12356 12335 6435 346165 2803 70 51 311 343362 174154 2733 664 169208 52 200 154 5900 46 cat_boundaries=0 6 7 14 15 22 29 36 42 cat_threshold=9437696 0 16 0 0 16384 1745 76808704 1074003972 135266816 1074790401 4194560 2 128 168 3245696 1082229780 202379601 33554944 12583169 18560 4 3222306820 1073741892 2415923776 1074947376 41949696 24594 2 2684354560 3244032 8388676 103022881 570591360 4319428 128 3234344960 16778048 1344539656 82092194 8768 256 is_linear=0 shrinkage=0.01 Tree=207 num_leaves=42 num_cat=5 split_feature=11 1 0 24 1 2 15 2 26 24 2 0 4 2 0 3 19 3 16 3 5 1 24 10 10 9 5 11 21 9 5 2 1 24 3 12 1 3 24 10 8 split_gain=3.25706e+07 1.00059e+08 1.48216e+07 2.30367e+07 3.41e+07 3.24298e+07 8.41096e+06 6.50692e+06 5.5299e+06 8.35087e+06 4.30251e+06 4.83953e+06 4.10321e+06 4.73127e+06 3.73582e+06 3.36472e+06 3.21815e+06 3.81063e+06 3.1242e+06 3.02883e+06 2.81713e+06 2.23399e+06 3.67668e+06 1.68888e+06 7.23015e+06 3.71542e+07 1.83754e+06 9.48e+06 1.65479e+06 1.43863e+06 1.08211e+06 1.05983e+06 1.05933e+06 1.32357e+06 7.48329e+06 1.0693e+06 1.01308e+06 836634 757216 756676 431203 threshold=3182.0603000000006 1892.2623000000001 688.40820000000008 0 2781.5828000000006 2682.0900000000006 1020.6662500000001 74.33550000000001 2022.5000000000002 1 1827.1555000000001 2778.6210000000005 508.93250000000006 1827.1555000000001 747.41500000000008 991.56000000000017 430.74300000000011 453.37980000000005 251.83300000000003 1282.3492500000004 553.36150000000009 263.08925000000005 2 246.87250000000003 254.53800000000004 122.79555000000002 723.78135000000009 31.194500000000001 153.75300000000001 1022.5259020000002 166.61900000000003 2682.0900000000006 57.852000000000011 3 608.61636750000014 608.55210000000022 469.40400000000005 2725.8677800000005 4 856.19400000000007 658.8995000000001 decision_type=2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 left_child=2 29 7 5 6 10 8 23 9 -5 11 19 16 18 -10 -6 21 28 20 -4 -14 31 -23 32 25 -25 39 -28 -18 -2 -20 -9 37 34 -34 -35 -15 38 -1 -26 -13 right_child=1 -3 3 4 15 -7 -8 12 14 -11 -12 40 13 36 -16 -17 17 -19 30 -21 -22 22 -24 24 26 -27 27 -29 -30 -31 -32 -33 33 35 -36 -37 -38 -39 -40 -41 -42 leaf_value=0.0063836202224544303 0.63043663774217873 22.533809632521411 -0.20266041104515764 3.1294516814577169 7.5819127909342443 -9.8821628728594106 6.3909902744582201 0.089618476228395902 2.9781974282750379 0.62682601281692241 3.5017311298485958 -2.5320942051410675 0.93174451587905349 -3.4222463562011716 0.19190995719098397 12.850317568345504 1.5854090850055218 5.0241200024993331 1.2518392764197455 2.1738572720349847 2.3474209505357608 -0.23293510857315697 0.81600886696065877 -0.19660406228822794 -0.010369611722921543 15.080976999282838 6.3995547499480079 -1.0650160316798998 -1.0404136010372278 -2.4966516076364829 -0.73689480727179002 1.7624653735913729 0.25145782803569533 0.021673765132308415 6.2528483032044919 1.5669343130323623 -0.75349198023478192 1.9308827368237755 -0.028122080823606458 0.52127126985455152 -4.6086375656127929 leaf_weight=85515 28 26 589 280 27 35 33 11280 54 280 33 20 497 25 442 22 88 27 36 59 196 480 1086 78 1588 20 27 46 33 31 114 38 1959 9214 21 45 33 22 248134 322 20 leaf_count=85515 28 26 589 280 27 35 33 11280 54 280 33 20 497 25 442 22 88 27 36 59 196 480 1086 78 1588 20 27 46 33 31 114 38 1959 9214 21 45 33 22 248134 322 20 internal_value=0 6.18982 -0.00108188 0.881228 1.77116 -0.475513 1.41953 -0.00571193 1.26417 1.94522 -0.0254742 -0.194657 0.206181 0.858835 0.495256 9.94732 0.161058 1.62725 1.04891 0.0137201 1.33214 0.144216 0.498217 -0.0142202 0.269805 2.92127 0.138769 1.69585 0.869276 -1.01261 -0.259599 0.095235 -0.0159339 0.079556 0.313525 0.0291525 -1.90382 -0.0191503 -0.0192788 0.0792578 -3.57037 internal_weight=0 85 362818 1894 1138 756 1089 360924 1056 560 721 688 13933 901 496 49 13032 148 843 648 693 12884 1566 346991 2081 98 1983 73 121 59 150 11318 344910 11239 1980 9259 58 333671 333649 1910 40 internal_count=362903 85 362818 1894 1138 756 1089 360924 1056 560 721 688 13933 901 496 49 13032 148 843 648 693 12884 1566 346991 2081 98 1983 73 121 59 150 11318 344910 11239 1980 9259 58 333671 333649 1910 40 cat_boundaries=0 1 2 3 4 5 cat_threshold=1729 278 3204 36 7 is_linear=0 shrinkage=0.01 Tree=208 num_leaves=40 num_cat=2 split_feature=11 1 0 24 7 1 8 12 10 20 3 9 3 6 2 1 3 24 3 0 2 3 17 3 10 9 3 10 7 12 12 9 9 11 1 1 1 10 1 split_gain=3.19224e+07 9.80678e+07 1.45332e+07 2.25848e+07 4.36778e+07 3.34187e+07 6.6828e+06 8.04496e+06 6.57241e+06 6.43631e+06 6.41214e+06 6.29332e+06 4.77141e+06 9.04891e+06 6.4144e+06 4.67605e+06 1.24402e+07 5.95168e+06 9.04285e+06 4.5159e+06 3.41729e+06 3.29776e+06 3.19392e+06 2.84742e+06 2.32726e+06 2.92387e+06 2.11676e+06 2.03451e+06 1.69499e+06 1.6298e+06 1.1628e+07 3.09797e+07 1.41e+06 1.31046e+06 1.06283e+06 1.00623e+06 1.03505e+06 580347 296966 threshold=3182.0603000000006 1892.2623000000001 688.40820000000008 0 2822.9627650000007 2781.5828000000006 1350.3896175000002 1324.2200000000003 460.16525000000007 297.77500000000003 64.404025000000019 6.4507500000000002 1118.1025000000002 1937.6795000000002 1468.575 962.58510000000012 125.49685000000001 1 571.90530000000001 2778.6210000000005 223.62625000000003 991.56000000000017 1381.0875000000003 1118.1025000000002 1935.1350000000002 658.43074000000013 2725.8677800000005 246.87250000000003 762.97500000000002 163.29990000000001 166.64000000000001 57.980000000000011 1022.5259020000002 182.83984000000004 424.16250000000008 1461.4925000000003 41.319565000000004 3056.7500000000005 2781.5828000000006 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 32 10 4 12 6 9 8 -8 11 24 -5 19 14 -14 20 -17 18 -18 27 26 -7 28 -19 29 37 33 -4 -22 35 31 -31 -2 -12 -32 36 -1 -26 -37 right_child=1 -3 3 5 -6 21 7 -9 -10 -11 15 -13 13 -15 -16 16 17 23 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 30 34 -33 -34 -35 -36 38 -38 -39 -40 leaf_value=-0.01985476702183828 0.62413229329245434 22.308471221923828 -0.47595219786100568 1.5992545963379836 -13.474430474853516 7.5060935903478549 6.3406407599015671 9.7547497329711916 -0.96329299654279443 5.687082109758931 0.069078014981744984 -0.12072264995113496 1.4463157005310057 -3.51777874653156 6.973046577453613 8.1498435218811043 0.21061212064891027 0.33894310618293355 6.0783546439806617 -4.0570961120724682 0.41617618856393818 12.721814768531106 4.3261765419353138 -2.6587111568450927 1.3465487027812648 5.00615694141388 2.431947173644335 1.0758634384858956 1.4647071170235821 0.083511012862710385 0.080956405408092597 14.768295857191086 -2.4716850908340948 0.4716974616437774 1.0712494012528817 -0.57164182960510257 0.068012672061823001 -0.70441405903209342 -1.5915352728560166 leaf_weight=329342 28 26 470 678 25 27 22 20 28 31 11087 310 70 26 30 25 58 169 48 32 2007 22 22 39 37 20 39 103 167 51 2649 20 31 872 113 125 13975 22 37 leaf_count=329342 28 26 470 678 25 27 22 20 28 31 11087 310 70 26 30 25 58 169 48 32 2007 22 22 39 37 20 39 103 167 51 2649 20 31 872 113 125 13975 22 37 internal_value=0 6.12793 -0.00106987 0.872614 -0.470757 1.75377 1.40568 4.39453 2.25044 1.20036 -0.00565465 1.05959 -0.0324753 1.73787 3.10433 0.200124 1.36081 0.820281 2.62049 -0.401175 0.172403 9.84785 0.535085 -0.212882 -0.0142882 1.70188 0.106021 -0.197005 0.496721 -0.0146797 0.22419 4.22007 -1.00248 0.0984353 0.121472 -0.0166498 -0.0162781 0.581783 -0.80458 internal_weight=0 85 362818 1894 756 1138 1089 70 50 1019 360924 988 731 126 100 14533 339 314 106 605 14194 49 2196 208 346391 79 11998 573 2174 346312 2833 71 59 11959 2762 343479 343317 59 162 internal_count=362903 85 362818 1894 756 1138 1089 70 50 1019 360924 988 731 126 100 14533 339 314 106 605 14194 49 2196 208 346391 79 11998 573 2174 346312 2833 71 59 11959 2762 343479 343317 59 162 cat_boundaries=0 1 2 cat_threshold=1729 801 is_linear=0 shrinkage=0.01 Tree=209 num_leaves=45 num_cat=7 split_feature=11 1 0 25 1 3 1 4 0 2 3 2 19 11 24 19 0 4 9 4 2 19 3 24 4 0 1 7 25 10 25 9 21 9 9 25 3 1 24 1 1 0 0 11 split_gain=3.12872e+07 9.61163e+07 1.4244e+07 8.22145e+07 1.97284e+08 7.25389e+07 8.49835e+07 3.02709e+07 3.83395e+07 3.17216e+07 8.51817e+06 6.28652e+06 5.35673e+06 1.24882e+07 5.04783e+06 5.252e+06 4.51975e+06 4.21518e+06 4.93128e+06 3.96651e+06 4.66971e+06 3.13609e+06 3.71716e+06 2.9949e+06 4.18741e+06 3.05923e+06 2.18683e+06 8.16568e+06 1.81428e+06 1.63726e+06 1.10988e+07 5.50593e+07 1.62417e+06 1.38194e+06 1.21783e+06 1.1886e+06 1.26137e+06 4.03667e+06 1.23517e+06 990510 983106 892486 869898 279784 threshold=3182.0603000000006 1892.2623000000001 688.40820000000008 0 2781.5828000000006 2725.8677800000005 2781.5828000000006 14.450258500000002 992.19979999999998 131.60043150000004 1118.1025000000002 74.33550000000001 327.63850000000008 954.88100000000009 1 575.81500000000017 2778.6210000000005 1116.5450000000003 923.19600000000014 508.93250000000006 1827.1555000000001 430.74300000000011 453.37980000000005 2 1888.1190000000004 249.87000000000003 1461.4925000000003 16.677500000000006 3 246.87250000000003 4 265.57100000000008 153.75300000000001 1022.5259020000002 1600.0905700000001 5 698.94000000000005 137.46340000000004 6 2781.5828000000006 469.40400000000005 591.40200000000016 3.1710000000000007 2.4965000000000006 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 9 2 2 2 2 9 2 2 1 2 2 2 2 2 left_child=2 33 11 4 7 10 -7 8 -4 -10 14 29 13 -12 16 -16 -5 18 -9 21 23 26 32 25 -25 -21 28 -28 -13 35 31 43 -23 -2 41 36 38 -38 -1 42 -22 -32 -37 -31 right_child=1 -3 3 5 -6 6 -8 17 9 -11 12 19 -14 -15 15 -17 -18 -19 -20 20 40 22 -24 24 -26 -27 27 -29 -30 30 34 -33 -34 -35 -36 39 37 -39 -40 -41 -42 -43 -44 -45 leaf_value=0.15866537021222007 0.61789095163345342 22.085386798565207 0.08866153240203857 -0.2274703970474829 35.860501222156344 -1.3161671540231417 -27.049595721108574 0.33339023148835595 21.35035856458876 4.7342304134368893 1.7057092611278808 0.25248165782484655 -1.4578414658137733 8.6252541485954737 0.62364422274081721 5.8153495135307312 -3.6553598334149617 -2.3729824144699996 5.5377369293212899 1.0813517880333323 -3.396055436325073 1.5665457827936518 4.9606371347992511 0.26684163046707088 4.0631810489777598 3.0340713917970659 -1.0221215498965719 5.3366457435819834 0.014304867640807422 0.50196488451273713 0.084350212762339047 17.65318683635105 -1.0348716228658503 -2.446968268117597 -2.1597221231460573 -0.0280672862132746 0.26433796291351319 4.6045887496948241 0.0071142637529818236 -1.9028983865465439 -0.76707543373107911 2.157135818118141 0.024533053763864134 -0.63009400367736823 leaf_weight=6497 28 26 32 622 21 33 21 67 27 20 112 6275 28 34 757 20 41 34 25 224 25 88 27 463 31 125 46 36 6527 61 1919 22 33 31 24 271640 150 25 31014 28 33 21 35556 34 leaf_count=6497 28 26 32 622 21 33 21 67 27 20 112 6275 28 34 757 20 41 34 25 224 25 88 27 463 31 125 46 36 6527 61 1919 22 33 31 24 271640 150 25 31014 28 33 21 35556 34 internal_value=0 6.06665 -0.00105917 0.863888 6.38623 0.0769087 -11.3236 3.67844 8.53141 14.2797 0.458815 -0.00559811 2.54873 3.31711 0.206284 0.747657 -0.432922 0.635708 1.74761 0.202675 0.844365 0.15831 1.60569 1.0332 0.495052 1.73115 0.141684 1.76953 0.131257 -0.0139611 0.26569 3.13045 0.857068 -0.992459 0.0786903 -0.0156483 0.0373492 0.884374 0.0334075 -0.0221498 -1.90026 0.106788 -0.0219791 0.096807 internal_weight=0 85 362818 1894 226 1668 54 205 79 47 1614 360924 174 146 1440 777 663 126 92 13933 901 13032 148 843 494 349 12884 82 12802 346991 2081 117 121 59 1964 344910 37686 175 37511 307224 58 1940 307196 95 internal_count=362903 85 362818 1894 226 1668 54 205 79 47 1614 360924 174 146 1440 777 663 126 92 13933 901 13032 148 843 494 349 12884 82 12802 346991 2081 117 121 59 1964 344910 37686 175 37511 307224 58 1940 307196 95 cat_boundaries=0 6 7 8 14 17 24 25 cat_threshold=9437696 0 16 0 0 16384 1745 343 2217050656 142967812 201326848 1077152257 541151744 16384 8388608 262208 524288 3222306944 1146884 2147487808 2148533040 41979008 221392 2 5 is_linear=0 shrinkage=0.01 Tree=210 num_leaves=51 num_cat=13 split_feature=2 4 7 3 1 25 1 9 7 3 1 9 6 3 5 10 24 9 25 8 7 3 5 24 7 7 24 1 8 25 6 4 1 9 9 8 3 25 24 25 25 18 8 2 25 2 1 24 25 10 split_gain=2.95544e+07 1.18305e+08 9.80567e+07 1.44814e+07 1.27829e+07 9.98284e+06 1.08267e+07 2.941e+07 9.86103e+06 7.91426e+06 7.37594e+06 5.72371e+06 5.5275e+06 4.10231e+06 3.90728e+06 7.81281e+06 4.712e+06 4.61837e+06 4.59089e+06 3.83834e+06 3.786e+06 4.03917e+06 4.97398e+06 3.99522e+06 3.39895e+06 3.37776e+06 2.37912e+06 2.47968e+06 2.01524e+06 1.83866e+06 4.03135e+06 2.68114e+06 1.34436e+06 3.92346e+06 3.12055e+07 1.63222e+06 1.4584e+06 1.23053e+06 1.14324e+06 5.07805e+06 1.8797e+06 1.29696e+06 1.13337e+06 1.12822e+06 889487 854622 595866 582375 759954 382236 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 1890.7105500000002 263.08925000000005 0 2781.5828000000006 18.626000000000005 998.30500000000018 571.90530000000001 2781.5828000000006 35.181250000000006 1937.6795000000002 193.12912500000002 584.10300000000018 1935.1350000000002 1 1972.2770000000003 2 1148.5039000000004 86.805700000000016 330.57375000000008 1561.8224400000001 3 998.30500000000018 485.08750000000003 4 631.04475000000014 1148.5039000000004 5 1136.6981000000003 322.53850000000006 8.927500000000002 395.07800000000003 438.06825000000003 761.67400000000009 205.56000000000003 6 7 8 9 1734.8725725000002 1973.6620000000003 673.68310000000008 10 66.602850000000004 214.60600000000002 11 12 416.12500000000006 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 1 2 2 1 2 2 9 2 2 2 2 2 2 2 9 1 9 9 2 2 2 9 2 2 1 9 2 left_child=4 3 -3 9 20 6 14 -8 -9 11 12 46 26 -12 16 17 18 -16 -6 -18 32 29 23 25 -14 -23 27 -7 -25 30 31 -22 38 35 -35 43 -36 -28 39 44 -41 42 -40 -34 -1 -37 -2 49 -49 -31 right_child=1 2 -4 -5 5 10 7 8 -10 -11 13 -13 24 -15 15 -17 19 -19 -20 -21 21 22 -24 28 -26 -27 37 -29 -30 47 -32 -33 33 34 36 45 -38 -39 41 40 -42 -43 -44 -45 -46 -47 -48 48 -50 -51 leaf_value=1.1259831522052939 1.5442331525756092 3.0152473761818626 32.545672182829485 -7.0388224170826099 3.0627561340922802 0.18872677452862263 11.483455194745746 3.6303435389200849 -5.2801213471785831 4.9132734226536101 -1.3802425130208336 -5.3085080089569088 0.49409810638427737 -7.2271145782470709 1.7208682704251532 7.5233378748460247 0.028472823616531164 -2.3716777896881105 0.86876131581183214 3.3106172829705316 0.21288093554671902 1.137381658124142 4.8159571541509321 0.41965915709385399 5.9774936132935377 4.0686594315232902 0.21431408737960472 1.3621593403952721 -2.2899410277399523 -0.11390982172582989 3.5958849853124373 1.5361839800406905 0.030995869094188905 11.446197814941407 -0.61738982204207804 0.64816769079728564 1.3577424048460447 -0.2706624113598956 -0.031213545666622457 0.14234807065289912 -0.019898761735677409 1.7698381900787354 1.6959163319437127 0.8677854632742612 0.48509067120807708 3.504345986366272 -0.49581827337091616 -0.13236326483595526 0.15720979743795677 -0.94722837990727926 leaf_weight=320 41 22 23 27 103 576 35 27 23 37 30 20 20 20 341 22 963 30 906 37 1541 122 31 513 26 58 866 262 29 1080 39 170 29805 27 133 22 52 1292 262084 8434 46251 40 38 162 848 20 22 1155 4114 58 leaf_count=320 41 22 23 27 103 576 35 27 23 37 30 20 20 20 341 22 963 30 906 37 1541 122 31 513 26 58 866 262 29 1080 39 170 29805 27 133 22 52 1292 262084 8434 46251 40 38 162 848 20 22 1155 4114 58 internal_value=0 3.92117 18.1086 -0.421916 -0.00325188 0.471723 0.941716 4.45291 -0.46847 1.06689 0.0903534 -0.647766 0.153263 -3.71899 0.821386 1.73328 0.643001 1.38993 1.12059 0.148428 -0.0106715 0.192876 0.893645 0.725235 3.59341 1.97233 0.100444 0.549048 0.269704 0.128185 0.414455 0.34436 -0.0158795 0.0478573 1.40348 0.0382805 -0.0622175 -0.0759517 -0.0219364 0.0191403 0.00514582 -0.0306872 -0.0309632 0.0355195 0.668746 2.00825 0.831834 0.0492704 0.093603 -0.155019 internal_weight=0 192 45 147 362725 5579 2487 85 50 120 3092 83 3042 50 2402 393 2009 371 1009 1000 357146 8910 753 722 46 180 2996 838 542 8157 1750 1711 348236 30221 212 30009 185 2158 318015 55853 54685 262162 262122 29967 1168 42 63 6407 5269 1138 internal_count=362917 192 45 147 362725 5579 2487 85 50 120 3092 83 3042 50 2402 393 2009 371 1009 1000 357146 8910 753 722 46 180 2996 838 542 8157 1750 1711 348236 30221 212 30009 185 2158 318015 55853 54685 262162 262122 29967 1168 42 63 6407 5269 1138 cat_boundaries=0 7 8 13 14 15 21 26 27 32 39 40 41 48 cat_threshold=76596352 1216349760 67113040 262144 81920 0 128 348 8388608 134217728 80 0 16384 2308 1044 2217771136 262692 4 67108865 8410176 2 539033636 32768 168823552 67108864 549454080 3 1048576 0 0 1073823744 2560 8421632 2097220 1052945 2147623457 536912898 2218819584 2 1048576 200 1082654720 1098940690 310382145 537274400 536939008 384 4 is_linear=0 shrinkage=0.01 Tree=211 num_leaves=48 num_cat=10 split_feature=2 9 9 6 6 1 25 0 8 1 2 1 6 5 5 24 6 25 18 1 24 0 1 2 0 9 0 13 0 2 26 13 26 0 25 11 25 13 17 24 25 26 25 5 6 25 5 split_gain=2.89663e+07 6.49071e+07 2.07989e+07 3.80545e+07 2.05864e+07 1.25321e+07 9.78789e+06 1.26385e+07 5.24035e+07 9.3994e+06 1.09173e+07 7.22915e+06 5.41751e+06 3.75073e+06 7.38012e+06 3.53461e+06 3.30905e+06 3.70391e+06 4.92259e+06 2.4506e+06 2.3318e+06 2.64152e+06 2.17821e+06 2.06103e+06 1.95694e+06 4.69117e+06 4.42752e+07 3.48521e+06 2.23724e+06 1.89881e+06 1.85119e+06 1.76438e+06 1.88217e+06 1.70095e+06 1.58878e+06 1.31848e+06 1.20627e+06 931061 1.86813e+06 924353 3.58971e+06 2.95014e+06 1.92459e+06 934597 883613 722088 2057.55 threshold=2682.0900000000006 2854.0889000000006 27.744000000000003 270.75475000000006 1529.30718 263.08925000000005 0 2778.6210000000005 249.69280000000003 2781.5828000000006 486.17193650000007 2781.5828000000006 1937.6795000000002 584.10300000000018 622.44110000000012 1 155.78 2 1022.0625000000001 1892.2623000000001 3 227.70275000000004 168.10617800000003 967.39580000000012 3.1710000000000007 375.64974000000007 11.321376000000003 724.06940000000009 2778.6210000000005 112.53700000000002 2022.5000000000002 1175.575 2022.5000000000002 992.19979999999998 4 200.857 5 1063.1169900000002 1381.0875000000003 6 7 2022.5000000000002 8 1908.1960000000001 898.38705000000004 9 2871.8940000000007 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 1 9 2 9 2 2 9 2 left_child=5 2 3 19 -4 16 7 9 -9 13 -11 12 20 15 -15 -7 24 18 31 22 21 -8 -2 -14 39 28 -27 -28 34 -13 -30 32 -18 37 -26 -35 -22 38 -19 40 41 -1 -42 45 -39 -41 -45 right_child=1 -3 4 -5 -6 6 11 8 -10 10 -12 29 23 14 -16 -17 17 33 -20 -21 36 -23 -24 -25 25 26 27 -29 30 -31 -32 -33 -34 35 -36 -37 -38 44 -40 43 42 -43 -44 46 -46 -47 -48 leaf_value=1.5612377103737423 0.19687373065948485 17.953391745431084 1.3745672863721847 14.267898883466367 -11.367592233930315 -0.16394091579062597 0.19747635827683371 18.041755415598551 -2.2880562782287597 0.76996666985589102 8.7463597238063819 -1.8831881742124206 1.1440445744991303 6.682447904657435 1.2529781454177791 0.79847625898866537 1.0368827929491859 0.091077649166582952 5.1237000910441077 -2.3376796795073012 0.21219541418872198 1.4441061690386841 4.0589960048509681 5.4139590087303748 0.11619963375920783 15.648407689094542 0.068691585483268286 4.3748639717102051 3.6066279101371768 -5.7932169839610221 -0.21438751584007626 2.9646154673894247 0.29198044944226159 -2.6918525860859797 -0.010351588125678175 0.4661739444732666 -0.26797657747903175 -0.16737424450535929 3.1551060590744022 0.03940983826005505 0.18875622967261294 -0.022078415184772663 -0.024557028633990931 1.1537000679969789 -2.8240719041370208 -0.032696476426125706 1.2699963326289736 leaf_weight=280 40 28 32 27 21 515 601 21 32 37 32 27 20 27 344 1479 486 3923 24 21 866 237 23 26 15801 20 312 20 32 23 21 30 1123 39 26630 20 1292 31 20 14646 5230 203 21929 32 21 266244 29 leaf_count=280 40 28 32 27 21 515 601 21 32 37 32 27 20 27 344 1479 486 3923 24 21 866 237 23 26 15801 20 312 20 32 23 21 30 1123 39 26630 20 1292 31 20 14646 5230 203 21929 32 21 266244 29 internal_value=0 3.88196 1.47952 3.9403 -3.67421 -0.00321781 0.467075 0.932457 5.76715 0.831013 4.46916 0.0894481 0.151728 0.724868 1.64811 0.55309 -0.0105643 0.228087 0.623865 0.620721 0.0994373 0.543557 1.60685 3.55747 -0.0144466 0.0488905 1.19857 0.3281 0.0393648 -3.6818 2.09264 0.56178 0.516979 0.0640371 0.0368001 -1.62134 -0.0751948 0.0890878 0.106619 -0.0232385 0.0319323 0.877616 0.016575 -0.0286667 -1.24027 -0.0289365 1.20899 internal_weight=0 192 164 111 53 362725 5579 2487 53 2434 69 3092 3042 2365 371 1994 357146 5717 1663 84 2996 838 63 46 351429 42836 352 332 42484 50 53 1639 1609 4054 42431 59 2158 3995 3943 308593 27642 483 27159 280951 52 280890 61 internal_count=362917 192 164 111 53 362725 5579 2487 53 2434 69 3092 3042 2365 371 1994 357146 5717 1663 84 2996 838 63 46 351429 42836 352 332 42484 50 53 1639 1609 4054 42431 59 2158 3995 3943 308593 27642 483 27159 280951 52 280890 61 cat_boundaries=0 7 8 14 15 21 26 27 31 38 44 cat_threshold=76596352 1216349760 67113040 262144 81920 0 128 3200 3195392 134480960 0 67174401 4160 16640 1044 136628736 134479876 69968 1078362112 12601216 18626 539033636 32768 168823552 67108864 549454080 1 1048576 0 0 1073758208 8421632 20 1052945 2151744033 4204546 2218786816 66 3758096512 98308 268436613 39854640 545394192 8601620 is_linear=0 shrinkage=0.01 Tree=212 num_leaves=44 num_cat=6 split_feature=2 7 6 7 0 25 24 0 26 0 20 25 26 7 2 3 0 26 12 9 17 7 7 14 6 0 6 7 9 16 9 3 3 7 24 25 8 13 25 8 9 16 2 split_gain=2.83898e+07 7.50955e+07 2.98853e+07 4.80555e+07 1.08246e+07 1.54953e+07 3.56669e+07 4.73003e+07 9.20152e+07 8.09907e+06 5.54962e+06 4.7231e+06 4.63044e+06 4.31124e+06 4.39348e+06 3.7427e+06 3.41371e+06 6.23808e+06 2.89389e+06 2.88699e+06 3.2809e+06 4.23504e+06 3.28128e+06 3.98191e+06 2.92095e+06 2.53848e+06 1.86467e+06 1.83017e+06 1.67951e+06 1.24519e+06 1.21725e+06 7.25088e+06 4.28841e+07 1.20205e+06 901406 2.25617e+06 996492 851879 803168 1.39152e+06 370567 357509 126526 threshold=2682.0900000000006 2822.9627650000007 1529.30718 46.905000000000008 346.24075000000011 0 1 992.19979999999998 2022.5000000000002 1884.2950000000003 1648.7037500000004 2 2022.5000000000002 2822.9627650000007 1827.1555000000001 45.215913000000008 2778.6210000000005 2022.5000000000002 77.002449999999996 1972.2770000000003 1381.0875000000003 365.31653000000006 610.83000000000004 1.6150000000000004 1937.6795000000002 392.93750000000006 159.25450000000004 1131.6606400000003 827.32299999999998 83.115000000000009 375.64974000000007 11.958600000000002 16.759000000000004 2822.9627650000007 3 4 1973.6620000000003 123.51250000000002 5 912.87025000000017 395.07800000000003 95.763500000000008 59.535000000000004 decision_type=2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 9 2 2 2 2 left_child=4 2 3 9 15 6 7 18 -9 12 11 13 -2 14 -7 30 28 -18 42 20 22 -22 24 -24 -17 -8 37 -21 -13 -28 33 38 -33 34 35 -1 -36 -27 39 -32 -40 -34 -6 right_child=1 -3 -4 -5 5 10 25 8 -10 -11 -12 16 -14 -15 -16 19 17 -19 -20 27 21 -23 23 -25 -26 26 29 -29 -30 -31 31 32 41 -35 36 -37 -38 -39 40 -41 -42 -43 -44 leaf_value=0.10270923715238035 3.1669572292230068 16.861827184889052 -8.3206335225598576 13.103888048284194 0.90382610528365426 0.53305439419918244 3.3239649696350098 28.306889897918701 0.89417190233866384 -6.0904453069513504 5.0200640792846682 -0.14401057825334268 -1.9655916506052018 -3.2798941421508792 3.2715973213513694 0.10867752085526874 -6.1093477087754469 1.0401078535162884 4.9790686187744146 -0.56020442167917883 6.1047153981526696 -0.32505970764160153 1.8400007483203058 -0.17100942152092255 3.5294460411071777 -0.79884290867663443 -0.012674541916958122 -4.6561234359741217 1.5013107390770546 3.0075479907989502 0.22689924803199077 15.577853324980964 -0.96094692055668152 2.0183466904738854 -0.029605314597427684 -0.01498419830427342 1.396613103126993 -3.0716499184370041 0.9102587159474691 2.2823554441663951 -0.22986995292583687 0.56903122674851192 -0.16977324349539621 leaf_weight=19632 39 36 29 34 23 2480 20 25 24 22 25 1363 32 29 60 16350 26 23 20 24 21 20 242 166 25 94 43 20 65 20 387 21 56 29 225263 95379 49 20 30 36 573 21 21 leaf_count=19632 39 36 29 34 23 2480 20 25 24 22 25 1363 32 29 60 16350 26 23 20 24 21 20 242 166 25 94 43 20 65 20 387 21 56 29 225263 95379 49 20 30 36 573 21 21 internal_value=0 3.84314 0.838823 2.93035 -0.00318539 0.490877 2.61093 6.87753 14.8803 -0.789004 0.322233 0.294002 0.853696 0.551824 0.597744 -0.00922564 -0.157109 -2.75348 1.82506 0.136183 0.142874 2.96824 0.135971 1.0218 0.1139 -0.0504298 -0.434567 -2.42199 -0.0691185 0.946126 -0.0164084 0.312134 2.91093 -0.0174934 -0.0176669 0.00511287 -0.0292938 -1.19758 0.0639055 0.392552 -0.170323 -0.54368 0.391426 internal_weight=0 192 156 127 362725 4381 310 113 49 93 4071 4046 71 2569 2540 358344 1477 49 64 16868 16824 41 16783 408 16375 197 177 44 1428 63 341476 1124 98 340352 340323 115011 225312 114 1026 423 603 77 44 internal_count=362917 192 156 127 362725 4381 310 113 49 93 4071 4046 71 2569 2540 358344 1477 49 64 16868 16824 41 16783 408 16375 197 177 44 1428 63 341476 1124 98 340352 340323 115011 225312 114 1026 423 603 77 44 cat_boundaries=0 5 6 12 13 20 27 cat_threshold=9453568 134217728 0 0 16384 2326 203523076 8390148 235933952 3292594177 4195584 16386 23 2148564992 1075871812 1053009 1074226721 545263104 2214592512 2 32768 294916 0 1148190720 0 0 128 is_linear=0 shrinkage=0.01 Tree=213 num_leaves=43 num_cat=9 split_feature=3 2 10 9 7 0 20 25 0 9 14 3 24 5 2 25 10 18 19 10 0 24 7 2 0 14 7 9 9 25 7 2 8 8 3 3 5 24 25 25 15 24 split_gain=2.80161e+07 6.31858e+07 8.24884e+07 1.46684e+07 1.71855e+07 1.168e+07 1.39849e+07 1.24266e+07 4.10689e+07 5.55974e+06 5.42906e+06 4.8904e+06 7.1705e+06 6.13467e+06 3.5163e+06 4.44932e+06 5.10675e+07 3.44975e+06 2.62095e+06 4.30129e+06 9.0577e+06 2.52133e+06 2.41201e+06 2.24663e+06 1.93715e+06 1.88598e+06 2.22591e+06 1.24065e+06 1.1153e+06 986163 1.53689e+06 952923 889605 2.8888e+06 882867 3.73901e+06 881032 659592 1.66827e+06 628883 595883 181957 threshold=2725.8677800000005 2682.0900000000006 148.74825000000001 360.85390500000005 762.97500000000002 346.24075000000011 1648.7037500000004 0 1884.2950000000003 1022.5259020000002 214.87400000000002 274.86025000000006 1 2871.8940000000007 27.046500000000005 2 190.45082400000004 833.30100000000004 242.55140000000003 517.51460000000009 92.647455000000022 3 1131.6606400000003 141.77045000000001 428.67780000000005 1061.9390000000003 610.83000000000004 156.03250000000003 580.86400000000015 4 1941.9625000000003 258.87100000000004 1973.6620000000003 2971.7767500000004 698.94000000000005 815.10500000000013 9.1420000000000012 5 6 7 23.380000000000003 8 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 9 9 2 1 left_child=5 3 -3 4 23 14 7 8 9 24 -5 17 22 -14 29 16 31 21 25 28 -21 -9 -13 -2 -7 26 -17 -27 -20 30 34 41 37 -34 40 -36 -33 38 -31 -39 -1 -16 right_child=1 2 -4 10 -6 6 -8 11 -10 -11 -12 12 13 -15 15 18 -18 -19 19 20 -22 -23 -24 -25 -26 27 -28 -29 -30 32 -32 36 33 -35 35 -37 -38 39 -40 -41 -42 -43 leaf_value=0.023581292577896311 -1.42194108654471 28.054162524830215 0.96924544624660325 -8.1659933433532714 10.936605810165407 3.0410702648869266 7.4305468552688074 0.44086629833017632 14.695837596012996 6.2019053802490234 -0.9671853837099943 -0.25424140955494567 1.1186609464168795 5.786470079093144 0.29910067762851716 0.070566818157028977 16.749356004714965 3.6741440017135059 0.20374023264425772 -0.59094944331381061 6.3231339023113255 -0.16010615434344797 -3.0753589281354632 2.1873061730521068 0.097475600215104916 0.67313055324554438 0.8789357899516993 -2.2151710230728678 2.5962291751589097 0.097453134929431917 2.3782248386314935 1.6450723309233422 3.8533125972747801 -0.76787412212740991 3.7134583001978259 -0.084878397906592143 -0.43759663193314163 0.0021973814204494097 -0.02053576256273431 -0.040053576337819453 0.30732819307148851 -0.21302438562497117 leaf_weight=29745 34 22 23 20 20 27 29 1161 26 20 22 226 967 29 115 21966 20 27 270 36 40 1721 35 35 130 20 346 58 21 14772 28 82 24 31 34 109 27 43648 63289 182757 759 146 leaf_count=29745 34 22 23 20 20 27 29 1161 26 20 22 226 967 29 115 21966 20 27 270 36 40 1721 35 35 130 20 346 58 21 14772 28 82 24 31 34 109 27 43648 63289 182757 759 146 internal_value=0 3.98766 14.2108 0.475908 2.77463 -0.00307433 0.509133 0.463191 2.82118 1.23626 -4.39519 0.340701 0.862734 1.2421 -0.00936072 0.109845 1.15556 0.116299 0.0913755 0.929651 3.04804 0.0829669 -0.609211 0.408837 0.603699 0.077676 0.0831025 -1.47458 0.376394 -0.0175925 0.036444 0.343883 -0.0230361 1.24864 0.0343164 0.818223 1.12918 -0.0232666 0.00180168 -0.0319084 0.0306415 0.0159225 internal_weight=0 176 45 131 89 362741 4398 4369 203 177 42 4166 1257 996 358343 23147 390 2909 22757 367 76 2882 261 69 157 22390 22312 78 291 335196 30675 370 304521 55 30647 143 109 304466 78061 226405 30504 261 internal_count=362917 176 45 131 89 362741 4398 4369 203 177 42 4166 1257 996 358343 23147 390 2909 22757 367 76 2882 261 69 157 22390 22312 78 291 335196 30675 370 304521 55 30647 143 109 304466 78061 226405 30504 261 cat_boundaries=0 1 2 8 9 16 17 24 31 32 cat_threshold=9437184 137 2155874304 0 0 262144 8389120 18432 78 536903808 1081348 268435669 73466416 8554640 2483175428 2 7 2159017984 1210056768 67113728 3221643267 9216 4228114 64 1140867076 1225064480 8457224 2181071936 570692128 8454210 132 569 is_linear=0 shrinkage=0.01 Tree=214 num_leaves=43 num_cat=7 split_feature=3 4 10 0 0 25 0 16 11 13 5 13 3 24 5 3 24 2 15 4 2 25 7 4 13 8 3 18 0 11 25 10 8 17 2 3 26 25 25 18 8 5 split_gain=2.74586e+07 8.24926e+07 7.85645e+07 2.24501e+07 1.14479e+07 1.1043e+07 6.10741e+07 1.05628e+07 1.2911e+07 8.53676e+06 7.98162e+06 6.18348e+06 4.41794e+06 5.64815e+06 4.03142e+06 3.81692e+06 4.49037e+06 4.00334e+06 3.79614e+06 3.58605e+06 2.75139e+06 2.68997e+06 3.1361e+06 5.95949e+06 2.75513e+06 2.5971e+06 3.66417e+06 2.45089e+06 2.96381e+06 2.05229e+06 8.85691e+06 4.052e+07 1.66136e+06 1.30904e+06 1.30902e+06 1.15759e+06 1.14337e+06 3.07568e+06 1.08137e+06 511821 353855 328216 threshold=2725.8677800000005 2693.9010000000007 148.74825000000001 2778.6210000000005 346.24075000000011 0 2778.6210000000005 1927.9850000000004 1413.4285000000002 397.80214000000007 584.10300000000018 942.81900000000007 274.86025000000006 1 162.66100000000003 358.01332900000006 2 1107.4580000000003 1141.8240000000003 216.01200000000003 2682.0900000000006 3 659.5150000000001 2693.9010000000007 233.07310000000004 1148.5039000000004 128.84440000000004 833.30100000000004 2778.6210000000005 75.151416000000026 4 11.657100000000002 1148.5039000000004 860.52100000000007 141.77045000000001 222.04049700000004 2022.5000000000002 5 6 30.505000000000003 1973.6620000000003 492.24500000000006 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 9 2 2 2 left_child=4 3 -3 9 19 6 11 12 -9 10 34 15 27 14 -14 16 -6 -17 -15 25 21 22 23 -21 -24 29 39 28 -7 36 31 -31 33 -23 -2 -32 37 -1 -38 40 -27 -34 right_child=1 2 -4 -5 5 7 -8 8 -10 -11 -12 -13 13 18 -16 17 -18 -19 -20 20 -22 32 24 -25 -26 26 -28 -29 -30 30 35 -33 41 -35 -36 -37 38 -39 -40 -41 -42 -43 leaf_value=0.093586805460340219 -0.46375557274653995 28.497032072647759 2.6332159725824993 -9.9236002140045159 1.4280709833868088 0.11685459763488996 18.809873362041657 -0.067887364342099146 11.158699900627138 -3.962889907143333 7.7795427307128913 6.5587200009822846 0.19403745280297774 0.23464395065365121 1.9617448502237147 1.2942305484184851 -1.3484531223990701 6.4674529193696531 -4.0032152644070713 0.35919668738602717 -3.3436185264587404 0.037860691166373167 2.6351358782372825 5.7114813677469884 0.10247249068635883 0.39141299488163794 3.8269921773519271 3.2082883590698241 -1.9113944557550793 0.27546392000239828 0.068765113311841305 15.980357250690462 -1.086841251373291 2.3866393582026162 2.4483889832641141 0.53283474579998324 0.02589760747860315 -0.017954931885549617 -0.045912108821675582 -0.67808372139930728 1.3613257432417436 -2.8985140471458437 leaf_weight=29705 29 23 24 20 114 2728 21 21 20 22 25 20 179 539 462 52 100 21 22 2220 21 2097 123 21 66 119 39 25 74 92 6260 20 20 24 33 588 24506 147085 145230 32 55 20 leaf_count=29705 29 23 24 20 114 2728 21 21 20 22 25 20 179 539 462 52 100 21 22 2220 21 2097 123 21 66 119 39 25 74 92 6260 20 20 24 33 588 24506 147085 145230 32 55 20 internal_value=0 3.94778 15.29 -0.184644 -0.00304347 0.504048 2.24275 0.357537 5.4085 1.60232 3.00961 1.18255 0.307025 0.81486 1.44556 0.807901 0.13435 2.78242 0.0672546 -0.00926708 0.267778 0.284297 0.511575 0.409352 1.75071 -0.0128792 1.01635 0.0911013 0.0632891 -0.0135926 0.156426 2.82746 0.0262396 0.0644381 1.08626 0.108454 -0.0170074 0.000791058 -0.0355456 0.484235 0.697995 -1.99268 internal_weight=0 176 47 129 362741 4398 328 4070 41 109 87 307 4029 1202 641 287 214 73 561 358343 4612 4591 2430 2241 189 353731 245 2827 2802 353486 6960 112 2161 2121 62 6848 346526 176790 169736 206 174 40 internal_count=362917 176 47 129 362741 4398 328 4070 41 109 87 307 4029 1202 641 287 214 73 561 358343 4612 4591 2430 2241 189 353731 245 2827 2802 353486 6960 112 2161 2121 62 6848 346526 176790 169736 206 174 40 cat_boundaries=0 5 6 7 14 18 25 32 cat_threshold=9453568 134217728 0 65536 16384 3908 590 135627808 1074103816 202379600 262145 8474880 16384 4 8388608 0 0 4456448 3222323200 1073741892 268440385 1079197745 8391184 2214608912 2 2751463424 137461760 3076 102760960 170146 12682310 132 is_linear=0 shrinkage=0.01 Tree=215 num_leaves=52 num_cat=11 split_feature=3 12 4 26 5 1 0 1 25 4 24 13 24 5 20 1 2 2 4 4 25 9 3 5 13 14 5 2 5 25 0 5 9 25 3 0 3 25 18 0 25 0 0 24 25 25 17 1 26 4 26 split_gain=4.19942e+07 8.71006e+07 1.63628e+08 2.04372e+07 1.60548e+07 1.15332e+07 9.33016e+06 7.51934e+06 6.34486e+06 7.95274e+06 5.87969e+06 5.04965e+06 4.48529e+06 4.40951e+06 1.19317e+07 9.37004e+06 4.86952e+06 4.83623e+06 4.21542e+06 1.9066e+06 2.26265e+06 4.34046e+06 1.79922e+06 2.23349e+06 1.79315e+06 1.89384e+06 1.68591e+06 1.58289e+06 2.49862e+06 1.33673e+06 2.252e+06 1.32454e+06 1.26154e+06 9.08219e+06 4.75514e+07 1.76974e+06 1.25444e+06 1.06495e+06 964327 855400 1.65052e+06 7.49126e+06 2.4607e+06 783845 4.14803e+06 827059 766845 738768 734242 164076 46662.9 threshold=2725.8677800000005 85.709000000000017 2693.9010000000007 2022.5000000000002 137.52250000000001 133.85250000000005 887.79240000000016 2781.5828000000006 0 1888.1190000000004 1 1661.2684800000002 2 330.08250000000004 16.038500000000003 2781.5828000000006 1468.575 1107.4580000000003 285.32900000000006 106.484285 3 119.5475 1118.1025000000002 1016.9325000000002 575.15400000000011 94.762000000000015 268.69000000000005 1271.7445000000002 406.08214000000004 4 1519.5755740000002 1561.8224400000001 375.64974000000007 5 14.522500000000003 804.19674500000008 161.58500000000004 6 1244.8300000000002 12.118500000000003 7 1275.1415000000002 2778.6210000000005 8 9 10 940.75000000000011 860.12500000000011 2022.5000000000002 508.93250000000006 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 1 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 9 2 2 9 2 2 1 9 9 2 2 2 2 2 left_child=5 3 -3 7 -5 19 8 18 9 11 24 12 -7 14 17 16 -15 -12 -2 32 21 48 27 26 25 47 -24 37 -29 30 36 46 39 34 50 38 -22 -10 -35 43 41 -41 -42 44 -1 -45 -31 -8 -21 -50 -34 right_child=1 2 -4 4 -6 6 10 -9 22 -11 13 -13 -14 15 -16 -17 -18 -19 -20 20 29 -23 23 -25 -26 -27 -28 28 -30 31 -32 -33 33 35 -36 -37 -38 -39 -40 40 42 -43 -44 45 -46 -47 -48 -49 49 -51 -52 leaf_value=0.83876616387884217 4.1837744379043578 1.6142630964006697 36.417562706687235 -0.12030652352741786 -11.851143789291383 -0.018840447755793119 -0.26849804904009844 7.9711199315389001 0.11176296851031897 5.3724623539868528 1.4494819987304812 4.6013586282730108 0.71731527653240235 0.7740223867938204 9.3858640480041498 -4.9464571655273435 4.1377365112304689 4.6595087023439081 -1.6280577366168683 1.7202778420651832 0.13781293109812381 5.2321113582611085 -1.5764842970262873 -4.1501166881214484 -3.4767510096232099 2.3064183044433593 1.8673108436947778 0.25012588674371894 4.4426034309750513 -0.024215099686212209 3.5924253692626951 -2.4192543112713358 0.10582411209742228 0.030467607422541544 16.337565274672073 -2.7917095093293627 0.58161476032473147 -0.21509935124520144 2.249774883270264 0.11311205987504559 -0.017245958906650326 3.2642886499354717 -3.0958108227069561 0.055732328010090919 0.010312968319197827 -0.030311912916864241 1.7698590928316116 -2.5825220853632147 -0.2654385496588314 0.72351093673706057 -0.42120104896170751 leaf_weight=608 24 35 22 28 20 1224 37 24 4225 34 246 30 2584 212 24 25 54 58 26 41 3124 25 44 22 21 22 21 44 21 3261 20 23 24 930 22 22 800 1294 20 10263 18470 76 26 11636 27450 275063 24 22 51 25 56 leaf_count=608 24 35 22 28 20 1224 37 24 4225 34 246 30 2584 212 24 25 54 58 26 41 3124 25 44 22 21 22 21 44 21 3261 20 23 24 930 22 22 800 1294 20 10263 18470 76 26 11636 27450 275063 24 22 51 25 56 internal_value=0 4.8418 15.0471 0.0737418 -5.00816 -0.00299444 0.327433 3.37011 0.244561 0.555943 1.42432 0.514723 0.482528 1.77417 2.59782 0.906767 1.45688 2.06192 1.16162 -0.0126278 0.146257 1.3545 0.0309228 -1.39603 -0.794826 -0.197638 -0.463874 0.0532104 1.60462 0.120564 0.244731 -0.0277672 -0.0160363 0.326156 3.02124 0.0121311 0.228292 0.0349387 0.0771899 -0.0171059 0.0350245 0.136144 -0.0215619 -0.0218816 0.0285575 -0.0268179 -0.0111077 -1.13135 0.641725 0.0598738 -0.263094 internal_weight=0 179 57 122 48 362324 10264 74 9543 3872 721 3838 3808 619 328 291 266 304 50 352060 7394 142 5671 87 102 81 65 5584 65 7252 3944 3308 344666 1074 102 972 3924 5519 950 343592 28835 10339 18496 314757 28058 286699 3285 59 117 76 80 internal_count=362503 179 57 122 48 362324 10264 74 9543 3872 721 3838 3808 619 328 291 266 304 50 352060 7394 142 5671 87 102 81 65 5584 65 7252 3944 3308 344666 1074 102 972 3924 5519 950 343592 28835 10339 18496 314757 28058 286699 3285 59 117 76 80 cat_boundaries=0 5 6 7 13 20 27 34 41 42 46 52 cat_threshold=68207648 1082131968 68162384 67108864 81920 640 3202 0 262144 0 1 0 16384 136692768 1207993382 135794960 2147549184 12587329 2050 4 8388608 0 4096 0 1024 0 4 1210385028 134512712 168296448 1615856131 4207872 258 132 136661504 134217792 67109712 1078263808 2160084609 2112 192 1 1048576 4 0 1073823776 1073741824 17924100 2147485825 6432304 546342928 8480916 is_linear=0 shrinkage=0.01 Tree=216 num_leaves=47 num_cat=8 split_feature=3 12 4 6 1 25 11 14 26 2 5 26 1 25 13 6 11 2 5 11 1 13 3 9 7 11 25 9 4 10 3 7 4 25 3 6 26 25 25 25 14 1 5 25 1 11 split_gain=4.11585e+07 8.53673e+07 1.60371e+08 3.32938e+07 1.13041e+07 8.75802e+06 1.05209e+07 8.85611e+06 8.31277e+06 6.25346e+06 5.58345e+06 4.23107e+06 4.67485e+06 1.0393e+07 4.03808e+06 4.24513e+06 5.32106e+06 3.73107e+06 3.07305e+06 2.44294e+06 2.77962e+06 2.40037e+06 2.36433e+06 2.32238e+06 2.29085e+06 2.23884e+06 6.99433e+06 4.16992e+07 1.52827e+06 2.93081e+06 1.60745e+06 1.80299e+06 1.11019e+06 1.08964e+06 1.01973e+06 1.81755e+06 1.01727e+06 2.30524e+06 1.0887e+06 975767 885621 803874 551982 521349 116630 116485 threshold=2725.8677800000005 85.709000000000017 2693.9010000000007 1937.6795000000002 133.85250000000005 0 1230.4050000000002 1929.7000000000003 2022.5000000000002 1468.575 1312.9050000000002 2022.5000000000002 786.89439000000004 1 2172.3225000000007 1937.6795000000002 44.858000000000004 1468.575 218.04650000000001 176.33882000000003 1892.2623000000001 379.24000000000007 888.08100000000013 658.43074000000013 1538.3385000000001 73.496500000000012 2 119.5475 209.38800000000003 1159.6875000000002 511.93300000000005 174.88700000000003 1888.1190000000004 3 132.01500000000001 1324.2200000000003 2022.5000000000002 4 5 6 1182.8200000000004 92.941000000000017 406.08214000000004 7 2.9545000000000008 314.2625000000001 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 9 9 9 2 2 2 9 2 2 left_child=4 3 -3 8 25 6 11 10 9 -2 21 12 17 -14 15 18 -17 -6 22 20 -13 -8 -7 -21 -20 28 27 44 36 30 33 -32 34 -30 43 -36 37 42 -39 41 -41 -38 -1 -28 45 -27 right_child=1 2 -4 -5 5 14 7 -9 -10 -11 -12 19 13 -15 -16 16 -18 -19 24 23 -22 -23 -24 -25 -26 26 32 -29 29 -31 31 -33 -34 -35 35 -37 39 38 -40 40 -42 -43 -44 -45 -46 -47 leaf_value=0.17673601701729943 2.814107322692871 1.598120422908238 36.053387749411847 -8.8773740928403786 0.66182801298048133 0.065814359161887465 2.6929260355565283 9.8258422145843518 -0.61375475035773386 9.6970347699252049 6.5012126831054688 0.024734446103164633 0.352112220502942 4.0737279310944965 -3.6548807552882603 6.0415320343441437 -0.76382954359054567 4.4231828279848449 0.51988076702831576 0.39782394828957118 -3.4287595001856488 -1.1370738779703775 -1.5583118913068876 1.8260317565257254 2.8477528927542948 0.035950576271096317 0.19382518327180534 15.106498663046143 0.40775109731789794 4.0226969351768496 0.3951375873742905 2.5765811776278311 -1.869230670928955 -0.010023780749817251 0.3555831700575246 3.3279763348897298 0.034682841111772368 0.033463672839666524 -0.023702229521118043 -0.043625283160816652 1.1238817286858191 0.77051092907587693 0.91150348929258496 -2.4808655408295718e-07 -0.60390393120901931 0.89734120464324951 leaf_weight=6045 33 35 22 31 1134 5967 36 20 36 22 25 806 173 136 28 27 20 27 1078 445 24 30 91 153 44 73 2253 22 914 20 113 57 28 1932 1009 21 14545 45786 122229 153055 65 150 104 3598 21 20 leaf_count=6045 33 35 22 31 1134 5967 36 20 36 22 25 806 173 136 28 27 20 27 1078 445 24 30 91 153 44 73 2253 22 914 20 113 57 28 1932 1009 21 14545 45786 122229 153055 65 150 104 3598 21 20 internal_value=0 4.79338 14.8966 0.0730044 -0.00296409 0.324165 0.776774 3.80072 3.12203 5.56728 2.47652 0.66363 1.04023 2.13334 0.135189 0.15006 3.14563 0.749301 0.130451 0.275953 -0.0751256 0.952017 0.0414176 0.763235 0.61117 -0.0125013 0.163973 2.33036 -0.0161047 0.207268 0.181967 1.12656 0.117786 0.125543 0.126042 0.416185 -0.0180878 -0.00115793 -0.00812281 -0.0356582 -0.0431269 0.0421652 0.188856 0.0749659 0.0692038 0.221196 internal_weight=0 179 57 122 362324 10264 3009 111 91 55 91 2898 1470 309 7255 7227 47 1161 7180 1428 830 66 6058 598 1122 352060 7045 136 345015 3036 3016 170 6909 2846 6881 1030 341979 174164 168015 167815 153120 14695 6149 5851 114 93 internal_count=362503 179 57 122 362324 10264 3009 111 91 55 91 2898 1470 309 7255 7227 47 1161 7180 1428 830 66 6058 598 1122 352060 7045 136 345015 3036 3016 170 6909 2846 6881 1030 341979 174164 168015 167815 153120 14695 6149 5851 114 93 cat_boundaries=0 5 6 10 17 23 30 37 44 cat_threshold=76578816 134218240 68157776 0 16384 32768 8388608 0 0 1 134512640 1074036768 134742336 2147745792 4096 0 4 1074790400 65540 2147483649 1078150192 8391185 26640 2148057988 1224737840 68227984 1057025 20480 2147483650 66 536871040 3407872 8390788 2153775712 1214626 4304068 128 137627168 201426028 525328 68157440 545277184 258 68 is_linear=0 shrinkage=0.01 Tree=217 num_leaves=53 num_cat=11 split_feature=4 2 8 2 25 1 1 8 0 11 1 1 2 7 24 4 7 2 4 24 1 25 9 0 1 1 10 0 1 9 18 19 25 25 13 9 7 25 9 0 8 0 13 26 7 24 0 0 25 25 25 0 split_gain=3.00323e+07 7.71906e+07 8.65489e+07 1.19588e+07 1.27364e+07 2.87206e+07 2.61333e+07 2.57828e+07 2.01119e+07 1.35164e+07 5.43547e+06 1.02426e+07 5.0688e+06 4.92679e+06 5.94417e+06 8.93803e+06 4.40784e+06 3.74788e+06 3.53203e+06 3.12548e+06 3.01262e+06 8.75671e+06 3.64393e+07 1.54337e+07 1.63038e+07 2.82705e+06 2.66292e+06 2.70688e+06 2.34254e+06 2.2187e+06 2.03797e+06 5.63134e+06 1.77424e+06 1.67219e+06 1.6613e+06 1.22864e+06 996777 2.3801e+06 2.62642e+06 4.46913e+06 922111 879765 939562 838276 773278 766012 7.63336e+06 5.9947e+06 2.82203e+06 885110 479364 299002 threshold=2693.9010000000007 2682.0900000000006 2971.7767500000004 251.15409550000004 0 2781.5828000000006 1461.4925000000003 91.165000000000006 591.40200000000016 270.50080000000008 1892.2623000000001 631.04475000000014 1468.575 762.97500000000002 1 559.40605000000016 912.83060000000012 2682.0900000000006 102.15277500000001 2 21.991000000000003 3 135.22032050000004 286.09000000000009 786.89439000000004 2781.5828000000006 1330.1795 360.43000000000001 144.83500000000001 658.43074000000013 1128.2175000000002 270.2000000000001 4 5 430.86300000000011 1329.0550000000001 165.79075000000003 6 54.241760000000006 3.3935000000000004 103.56378000000002 312.01600000000002 104.03800000000003 2022.5000000000002 659.5150000000001 7 1275.1415000000002 2778.6210000000005 8 9 10 1884.2950000000003 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 9 2 2 2 2 2 2 2 1 2 2 9 9 9 2 left_child=3 10 -3 20 6 17 13 8 -8 -9 11 29 -10 19 15 -15 -11 26 -19 35 36 22 23 24 -22 30 32 -28 -21 40 33 -32 -6 -23 -16 -5 45 38 44 -40 -2 50 -43 -27 -38 46 48 49 -1 -47 -39 -48 right_child=1 2 -4 4 5 -7 7 9 12 16 -12 -13 -14 14 34 -17 -18 18 -20 28 21 25 -24 -25 -26 43 27 -29 -30 -31 31 -33 -34 -35 -36 -37 37 41 39 -41 -42 42 -44 -45 -46 47 51 -49 -50 -51 -52 -53 leaf_value=0.45240011081967335 -0.39246434260637331 1.5431554114300272 28.976695835279383 -0.011488334920262867 0.32017502130837111 -10.186018744574653 2.0021419792175292 -3.7676794719696045 10.724028322339059 8.1723863510858443 -3.6724350929260257 6.7340597035334655 17.843578050613402 1.627935368674142 1.3986292172821475 7.4631418798234721 2.3772526117052353 -0.34948325034899591 -5.1645247486114503 0.40666259079905492 -0.0064411852666825965 0.14884771550440667 14.680675044059754 9.4607232890129094 8.654000414972721 -3.4719825758757414 -0.2762980728149414 3.9832081170984219 1.375286485193469 -3.2821454840614686 -0.96372303466796883 6.1554104042053224 -0.18345039986697984 -0.014348330236979834 -1.0098756047089894 2.4447697240398045 0.18765383151556375 -0.16118022753683828 0.25712896091993465 4.9010659990310677 2.2485472364425658 1.1792400152175153 -0.88231042650010849 -0.95625965118408207 1.437838537991047 0.032142879595028477 4.6047256200654161 -4.2253538092444929 -0.0009352433570901554 -0.031716083318753627 0.11709926334552283 3.0468540113622495 leaf_weight=1398 39 23 23 673 2396 27 20 30 20 21 28 26 20 63 71 45 35 39 25 448 396 13038 20 20 23 27 25 37 564 21 25 20 981 12106 48 21 218 963 43 40 20 122 27 26 64 23789 28 34 55507 247066 1692 22 leaf_count=1398 39 23 23 673 2396 27 20 30 20 21 28 26 20 63 71 45 35 39 25 448 396 13038 20 20 23 27 25 37 564 21 25 20 981 12106 48 21 218 963 43 40 20 122 27 26 64 23789 28 34 55507 247066 1692 22 internal_value=0 4.08308 15.2599 -0.00261711 0.455539 0.087923 1.07414 5.15883 10.1899 1.64876 0.246247 1.28137 14.2838 0.771177 2.1552 3.71527 4.55043 0.167362 -2.23036 0.587019 -0.0098212 0.0944729 1.44844 0.878601 0.468953 0.0692511 0.211984 2.26567 0.937227 -0.490753 0.074133 2.20034 0.174279 0.0703277 0.394021 0.0619439 -0.017919 0.158583 0.906745 2.49517 0.502794 0.0577539 0.80567 -2.23785 0.471384 -0.0196251 0.0137105 -0.0266335 0.0102813 -0.0261074 0.015998 3.91926 internal_weight=0 180 46 362323 5609 3530 2079 146 60 86 134 106 40 1933 227 108 56 3503 64 1706 356714 25701 459 439 419 25242 3439 62 1012 80 25189 45 3377 25144 119 694 331013 3169 365 83 59 2804 149 53 282 327844 56955 270889 56905 270855 2655 50 internal_count=362503 180 46 362323 5609 3530 2079 146 60 86 134 106 40 1933 227 108 56 3503 64 1706 356714 25701 459 439 419 25242 3439 62 1012 80 25189 45 3377 25144 119 694 331013 3169 365 83 59 2804 149 53 282 327844 56955 270889 56905 270855 2655 50 cat_boundaries=0 5 6 7 12 19 25 30 31 37 44 51 cat_threshold=70303744 134218756 67109136 262145 16384 2163 3714 8388608 0 64 0 128 134546976 8684096 177738240 1073741824 549459200 16384 132 137725568 1209041920 68162328 1140850688 4211201 18754 3212288 262208 65 0 8404992 3 1048576 4 2147483648 1073823776 2048 2048 1073758208 327684 67712 7496720 9439281 8480918 128 134791296 1090584852 34082320 2148802592 4195840 258 4 is_linear=0 shrinkage=0.01 Tree=218 num_leaves=50 num_cat=8 split_feature=3 12 4 6 1 0 6 0 26 24 25 4 24 7 24 3 24 1 0 7 4 1 11 25 9 3 4 13 14 4 10 3 7 4 8 8 26 25 24 0 0 0 17 3 6 1 0 1 11 split_gain=3.97325e+07 8.33188e+07 1.56318e+08 3.30066e+07 1.08758e+07 8.88488e+06 1.009e+07 8.46723e+06 8.14837e+06 5.72922e+06 5.34075e+06 4.20991e+06 4.27484e+06 3.98577e+06 9.27616e+06 1.06874e+07 5.27358e+06 5.50106e+06 5.09886e+06 3.42801e+06 3.02609e+06 2.46504e+06 2.17246e+06 6.82543e+06 4.07099e+07 1.94845e+06 2.41973e+06 1.75295e+06 1.85451e+06 1.48909e+06 2.86518e+06 1.57173e+06 1.76202e+06 1.08313e+06 1.07534e+06 1.00584e+06 996187 2.23972e+06 3.59234e+06 3.48415e+06 1.0054e+06 5.73034e+06 1.1398e+06 989454 1.76782e+06 725322 634111 116363 114206 threshold=2725.8677800000005 85.709000000000017 2693.9010000000007 1937.6795000000002 133.85250000000005 887.79240000000016 1937.6795000000002 448.25000000000006 2022.5000000000002 0 1 1888.1190000000004 2 138.43000000000004 3 1282.3492500000004 4 367.00000000000006 2778.6210000000005 287.701075 113.96900000000001 1892.2623000000001 73.496500000000012 5 119.5475 991.56000000000017 785.57750000000021 575.15400000000011 94.762000000000015 209.38800000000003 1159.6875000000002 511.93300000000005 174.88700000000003 1888.1190000000004 10.597750000000001 265.17450000000002 2022.5000000000002 6 7 2778.6210000000005 747.41500000000008 688.40820000000008 21.525286000000005 132.01500000000001 1324.2200000000003 860.12500000000011 1275.1415000000002 2.9545000000000008 314.2625000000001 decision_type=2 2 2 2 2 2 2 2 2 1 9 2 1 2 1 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 8 22 6 10 19 21 27 11 12 -6 16 15 -15 20 -18 -16 -8 -11 -2 29 24 47 35 -27 28 45 36 31 34 -33 43 -31 -12 37 38 -1 -39 41 -38 -42 46 -45 -7 -25 48 -24 right_child=1 2 -4 -5 5 9 7 -9 -10 13 25 -13 -14 14 18 -17 17 -19 -20 -21 -22 -23 23 33 -26 26 -28 -29 -30 30 -32 32 -34 -35 -36 -37 40 39 -40 -41 42 -43 -44 44 -46 -47 -48 -49 -50 leaf_value=0.98210578244236801 3.9026707578386577 1.5615590141841345 35.57855306451971 -8.8654785648468994 -0.021673840515047699 -0.27998306944563583 4.5325532159805304 8.3705454282407405 -0.61659676154454557 -2.0823732155164083 -0.0012766488337313362 4.5875376388549807 0.69893623418058037 1.80765661300757 0.27166596525572839 9.4386692619323735 6.2677178370130466 2.5894745483819182 -4.5368774597167976 -0.8880509008680072 1.6355411861560964 8.3035993189811705 0.035797275451764671 0.080747012754871866 14.925237931338225 -0.3039805303325116 -3.5812609499151056 -3.4531239609491258 2.2669381887262516 0.014743590509784091 3.9771480140686037 0.39063559151328769 2.5471536075859742 -1.8466957909720285 0.47011928387226598 0.50392763880572222 -0.035074538470741878 -0.0073741734615849321 0.11268951216042253 -4.0808579926263722 -0.9656747464129799 4.3357998371124271 1.5440848245620729 0.3501409760788009 3.2815883618309387 -2.572852458086881 -1.4844288796644944 -0.60493198076883947 0.88872140836715707 leaf_weight=510 35 35 22 31 1214 37 20 27 36 30 5113 25 2585 78 187 24 58 136 25 28 81 20 73 5825 22 71 33 21 22 2164 20 113 57 28 682 427 167575 167994 5639 21 190 30 20 1009 21 22 26 21 20 leaf_count=510 35 35 22 31 1214 37 20 27 36 30 5113 25 2585 78 187 24 58 136 25 28 81 20 73 5825 22 71 33 21 22 2164 20 113 57 28 682 427 167575 167994 5639 21 190 30 20 1009 21 22 26 21 20 internal_value=0 4.70961 14.6909 0.0462143 -0.00290929 0.317964 0.237093 3.89054 3.08207 1.38835 0.208152 0.496061 0.470442 1.73388 0.971035 3.28148 2.57608 3.50831 -0.282074 1.37053 0.578576 5.50301 -0.0122641 0.161575 2.30164 0.0121835 -1.34389 -0.800045 -0.210981 -0.0158137 0.204677 0.17966 1.1137 0.115949 0.123867 0.0376624 -0.0177712 -0.00101764 0.186277 -0.00788284 -0.0351586 -0.0342922 -0.72665 0.124104 0.409908 -1.13495 0.0737919 0.067404 0.219222 internal_weight=0 179 57 122 362324 10264 9543 75 91 721 9468 3824 3799 619 314 102 305 194 212 48 111 55 352060 7045 136 5644 104 102 81 345015 3036 3016 170 6909 2846 5540 341979 174164 6149 168015 167815 167605 210 6881 1030 59 5851 114 93 internal_count=362503 179 57 122 362324 10264 9543 75 91 721 9468 3824 3799 619 314 102 305 194 212 48 111 55 352060 7045 136 5644 104 102 81 345015 3036 3016 170 6909 2846 5540 341979 174164 6149 168015 167815 167605 210 6881 1030 59 5851 114 93 cat_boundaries=0 1 6 7 8 9 13 19 20 cat_threshold=640 68207648 1082131968 68162384 67108864 81920 3202 2144 352 8388608 0 0 1 1074790400 65540 2147483649 1078150192 8391185 26640 1 is_linear=0 shrinkage=0.01 Tree=219 num_leaves=50 num_cat=10 split_feature=3 8 6 2 2 8 25 7 8 8 18 5 6 13 0 25 9 10 4 0 24 19 0 7 10 0 18 17 18 0 25 24 14 0 0 5 3 24 3 23 14 24 25 25 9 10 13 24 3 split_gain=3.89418e+07 6.99825e+07 5.38046e+07 4.48397e+07 1.05782e+07 8.34025e+06 7.0216e+06 8.91596e+06 9.61784e+06 6.03282e+06 8.39065e+06 4.36074e+06 3.33111e+06 3.26477e+06 2.83908e+06 4.07592e+06 1.93573e+07 3.76798e+07 4.10571e+06 4.52352e+06 2.81582e+06 3.20164e+06 2.59872e+06 2.5468e+06 2.21024e+06 3.97863e+06 2.11937e+06 3.17339e+06 2.07182e+06 6.5538e+06 2.06699e+06 2.08561e+06 1.8091e+06 1.2609e+06 1.1755e+06 1.17396e+06 749136 2.14618e+06 2.24797e+06 741469 1.91422e+06 718868 3.92606e+06 834745 622546 791258 507820 319232 75490.1 threshold=2725.8677800000005 2971.7767500000004 1529.30718 1468.575 251.15409550000004 44.996000000000009 0 576.56500000000017 3.4140000000000001 912.87025000000017 17.072500000000002 27.124925000000001 1937.6795000000002 2172.3225000000007 3.1710000000000007 1 395.07800000000003 207.31714000000002 862.3225000000001 992.19979999999998 2 430.74300000000011 887.79240000000016 998.30500000000018 1330.1795 412.19925000000006 1022.0625000000001 92.676670000000016 761.11275000000012 747.41500000000008 3 4 118.98325000000003 1275.1415000000002 312.01600000000002 1.8002000000000002 648.27500000000009 5 815.10500000000013 322.44000000000005 448.09750000000003 6 7 8 19.645125000000004 214.17250000000004 18.191525000000002 9 1282.3492500000004 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 1 2 2 2 1 9 9 2 2 2 1 2 left_child=4 2 3 5 14 11 7 12 -9 34 -11 -2 20 24 36 16 18 -18 19 -16 22 -22 -6 -15 26 -26 27 -8 30 35 31 -17 -27 -32 -10 -30 39 38 -38 41 46 42 -1 -43 47 -46 -41 -39 -40 right_child=1 -3 -4 -5 6 -7 13 8 9 10 -12 -13 -14 23 15 28 17 -19 -20 -21 21 -23 -24 -25 25 32 -28 -29 29 -31 33 -33 -34 -35 -36 -37 37 44 48 40 -42 43 -44 -45 45 -47 -48 -49 -50 leaf_value=0.78326132894985712 1.0150221677507674 18.597313381195068 -8.7895927662319604 14.652490403584073 0.76121069229616212 -4.0276451411454577 0.1073605092581945 7.3078293793151774 1.7933604536428081 5.7833314890020029 -0.72096038103103643 6.8684763050079347 4.6670658168792727 -0.13906903076171875 0.1390463890047236 0.29034384231922411 -0.50799897638956704 16.957023486182802 4.4651918864250186 3.3469528492054215 -0.065578523407676739 2.50755101277278 2.45838250681004 -5.1856546859741206 -0.8100622669343025 5.8023145800051488 -2.3476035875262635 1.1655573909619161 2.0350458868690162 6.6112639904357495 -0.031525745768691625 0.0599788554434703 1.689993839263916 -1.091283495405079 0.21026045767466225 -0.68636008692722694 3.4972692595209396 0.23101378771765479 0.25642276837275579 0.019745280925716674 3.3820932266928936 0.044565196532866926 0.0084139926352882043 -0.030346686142062401 1.5952352411850641 -0.74741715658278696 1.6873538975488571 -0.43470544791280341 0.94428717436613863 leaf_weight=660 35 30 36 35 641 23 3302 36 77 68 28 20 20 20 990 4788 30 21 24 46 690 52 105 20 31 23 33 310 23 20 17408 21835 20 113 120 51 42 106 39 140 22 15745 27279 267038 46 21 21 193 27 leaf_count=660 35 30 36 35 641 23 3302 36 77 68 28 20 20 20 990 4788 30 21 24 46 690 52 105 20 31 23 33 310 23 20 17408 21835 20 113 120 51 42 106 39 140 22 15745 27279 267038 46 21 21 193 27 internal_value=0 4.66252 1.85685 5.24864 -0.0028797 1.02897 0.428527 0.933423 2.43004 1.83072 3.88625 3.14355 0.613097 0.178828 -0.00964719 0.0642761 0.659802 6.68348 0.376208 0.281482 0.558609 0.113223 0.98686 -2.66236 0.209868 1.92083 0.175132 0.19818 0.0491597 1.5322 0.0460129 0.101502 3.88961 -0.0383387 0.829036 0.159482 -0.0204133 0.376833 1.54561 -0.021019 0.615327 -0.0213937 0.0269918 -0.0261743 -0.0100068 0.860971 0.237259 -0.20551 0.537822 internal_weight=0 179 149 113 362324 78 5596 1837 329 293 96 55 1508 3759 356728 45349 1111 51 1060 1036 1488 742 746 40 3719 74 3645 3612 44238 94 44144 26623 43 17521 197 74 311379 474 108 310905 183 310722 27939 282783 366 67 161 299 66 internal_count=362503 179 149 113 362324 78 5596 1837 329 293 96 55 1508 3759 356728 45349 1111 51 1060 1036 1488 742 746 40 3719 74 3645 3612 44238 94 44144 26623 43 17521 197 74 311379 474 108 310905 183 310722 27939 282783 366 67 161 299 66 cat_boundaries=0 4 10 11 18 19 20 21 27 33 34 cat_threshold=69255168 134218756 67109136 262145 9437184 0 67108864 4194304 8388737 18432 125 136695428 134252128 1053008 1140850688 4277504 2 192 6 288 1 1048576 4 0 1073823776 0 4194304 1073741952 1343492 2147485824 73541168 9472017 8480790 149 is_linear=0 shrinkage=0.01 Tree=220 num_leaves=45 num_cat=9 split_feature=7 6 0 25 3 0 3 1 9 15 2 24 24 0 8 23 5 3 1 12 3 0 25 10 3 7 5 0 25 0 0 11 0 24 25 25 25 10 6 3 1 1 9 2 split_gain=3.08723e+07 1.08251e+08 1.11905e+07 1.10064e+07 5.54258e+07 2.36203e+07 1.39658e+07 1.62209e+07 7.67402e+06 7.52826e+06 6.06802e+06 7.44218e+06 4.23885e+06 4.10248e+06 4.21074e+06 3.95429e+06 2.59971e+06 2.19607e+06 7.29585e+06 7.02625e+06 5.12143e+06 5.54327e+06 2.82718e+06 4.1542e+07 1.77854e+06 1.74932e+06 3.22824e+06 1.5803e+06 1.15964e+06 2.24886e+06 1.87671e+06 1.00386e+06 816706 753356 4.33761e+06 1.58025e+06 781134 2.55059e+06 852201 741563 687655 5.92968e+06 679226 596569 threshold=2822.9627650000007 2976.3936000000008 174.79296150000002 0 2725.8677800000005 2778.6210000000005 1890.7105500000002 234.35700000000003 827.32299999999998 1947.7010000000002 873.09500000000014 1 2 2778.6210000000005 1973.6620000000003 8.5912500000000005 772.27550000000008 14.222000000000001 1098.6214000000002 51.111000000000004 453.37980000000005 33.002500000000005 3 195.43457000000004 14.522500000000003 90.005500000000012 1561.8224400000001 64.194000000000003 4 65.403650000000013 111.94437000000001 231.49199999999999 141.63500000000002 5 6 7 8 1935.1350000000002 1937.6795000000002 571.90530000000001 733.85806350000018 1098.6214000000002 1.1777500000000003 673.68310000000008 decision_type=2 2 2 9 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 1 9 9 9 2 2 2 2 2 2 2 left_child=2 8 17 5 13 9 7 -7 16 10 12 -12 -4 14 15 -5 -2 28 22 20 21 -20 23 39 -15 31 -27 -21 29 40 -31 -24 -32 34 42 -36 37 -35 -38 -19 43 -42 -30 -1 right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 11 -13 -14 24 -16 -17 -18 18 19 27 -22 -23 25 -25 -26 26 -28 -29 33 30 32 -33 -34 36 35 -37 38 -39 -40 -41 41 -43 -44 -45 leaf_value=0.069201568373515737 -0.038295743787610852 20.201416985006894 0.030993607378767551 0.069733817237487727 -14.564409330808198 8.8772151806950568 12.883456231071836 -0.72917037181365185 -4.3300488139561244 6.0700960294961934 3.7285574033648472 0.74716164011620367 0.70968658682126662 -3.822453008225482 4.385082927372145 3.9091217281200268 4.302569717060436 0.029701601927203964 -0.29492786315179642 -2.4440271166960397 7.6164399508772229 6.4576893081665041 0.014147710842229025 14.958833644866942 -0.29922530630360483 0.24123055243871872 3.3855504894256594 1.3620374603271483 1.0324014890988669 3.4085801142615244 -0.49608683528322162 0.49897190797191926 2.026599332718622 0.0131722526375257 0.16851888961046907 -0.025214892636387917 -0.03181273568053692 3.2740854050715762 1.4100189265972229 1.578012752532959 5.7428466176986692 -0.49522558629512786 -0.26409896222027862 0.96034005114906718 leaf_weight=6507 37 34 1524 4146 26 32 21 39 35 25 119 289 2344 38 23 27 22 343 31 24 29 20 23442 20 23 3098 33 20 495 37 33 435 21 41954 5197 21988 250597 24 41 34 20 64 44 76 leaf_count=6507 37 34 1524 4146 26 32 21 39 35 25 119 289 2344 38 23 27 22 343 31 24 29 20 23442 20 23 3098 33 20 495 37 33 435 21 41954 5197 21988 250597 24 41 34 20 64 44 76 internal_value=0 4.91044 -0.00153251 0.353294 -0.00822046 0.704172 5.71941 3.60047 -0.620342 0.598532 0.566542 1.72643 0.444195 0.0806634 0.118093 0.0945753 1.58033 -0.0102134 0.0755657 2.49574 4.2611 2.35316 0.0646151 0.891933 -2.49402 0.0521045 0.274371 -0.713998 -0.0174327 0.112108 1.67368 0.0229804 0.484958 -0.0201684 0.0296466 0.0118699 -0.024889 0.015033 -0.0315756 0.169337 0.0909619 0.99003 0.909687 0.0794897 internal_weight=0 128 363303 8676 4283 4393 92 71 94 4301 4276 408 3868 4257 4196 4173 59 354627 27529 124 80 51 27405 397 61 27008 3131 44 327098 6758 91 23877 54 320340 27724 27185 292616 41978 250638 377 6667 84 539 6583 internal_count=363431 128 363303 8676 4283 4393 92 71 94 4301 4276 408 3868 4257 4196 4173 59 354627 27529 124 80 51 27405 397 61 27008 3131 44 327098 6758 91 23877 54 320340 27724 27185 292616 41978 250638 377 6667 84 539 6583 cat_boundaries=0 7 8 9 15 22 23 27 34 41 cat_threshold=70354432 142607616 68157712 1078263808 8389184 16448 4 2320 2721 8388608 65536 0 16384 1024 16384 3221225472 65540 64 32 34944 2218813504 2 1 1048576 0 0 1073823744 67141888 80 9441537 2152726528 4202498 0 64 536871040 294976 2424310916 102114576 545259536 196758 132 is_linear=0 shrinkage=0.01 Tree=221 num_leaves=36 num_cat=6 split_feature=7 4 0 25 3 0 26 2 7 1 15 2 24 24 0 8 26 23 4 1 0 25 9 1 0 3 8 7 25 5 11 11 10 26 25 split_gain=3.02579e+07 1.07763e+08 1.09715e+07 1.08031e+07 5.30673e+07 2.30833e+07 1.62974e+07 9.76482e+06 8.43628e+06 7.60115e+06 7.37412e+06 5.92154e+06 7.4906e+06 4.64098e+06 3.77795e+06 4.12662e+06 4.08216e+06 3.87516e+06 2.25802e+06 2.77115e+06 9.08753e+06 1.88368e+06 3.21934e+06 1.79343e+06 1.76986e+06 3.40017e+06 1.74714e+06 1.38774e+06 2.41848e+06 1.36859e+06 1.36974e+06 1.25474e+07 1.09291e+06 1.01828e+06 718884 threshold=2822.9627650000007 2693.9010000000007 174.79296150000002 0 2725.8677800000005 2778.6210000000005 2022.5000000000002 1107.4580000000003 327.23600000000005 1461.4925000000003 1947.7010000000002 873.09500000000014 1 2 2778.6210000000005 1973.6620000000003 2022.5000000000002 8.5912500000000005 43.227050000000006 1256.4300000000001 33.002500000000005 3 176.21500000000003 2781.5828000000006 166.07825000000005 0.74700000000000011 10.597750000000001 107.34650000000001 4 2871.8940000000007 78.270000000000024 80.000400000000013 100.22050000000002 2022.5000000000002 5 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 left_child=2 9 18 5 14 10 7 -7 -8 24 11 13 -13 -4 15 17 -16 -5 23 21 32 22 26 29 25 -2 -20 34 -29 30 33 -32 -21 -1 -23 right_child=1 -3 3 4 -6 6 8 -9 -10 -11 -12 12 -14 -15 16 -17 -18 -19 19 20 -22 27 -24 -25 -26 -27 -28 28 -30 -31 31 -33 -34 -35 -36 leaf_value=-0.0012968417629660872 1.9730151573816934 18.982137085764034 0.0097159438083893011 0.069274513495957757 -13.982845620755796 5.7114723078409826 -3.5374018964767457 14.803508525575911 5.3429637743079148 -6.3686306090581981 6.0093949953079218 3.7278413187712434 0.73135349150086726 0.72003120088033568 -4.6981429157537571 4.3412319884092909 0.45797195230211529 3.870030478194908 0.18105843578254319 0.52574575135202117 5.762517353693644 0.12572827039736484 4.6327958705208516 2.3517663961648942 2.767430482947308 -3.4696608283303001 2.3449890357890029 1.2151540724299421 0.19099158097093746 2.235601405390987 4.6560591562849583 0.092745678358391162 -2.2788310106595357 -0.036220731457276403 -0.025323508283707389 leaf_weight=170918 24 38 1524 4154 27 27 20 21 23 21 25 118 289 2336 34 23 28 27 181 33 36 5665 22 32 23 22 47 251 2106 27 61 4934 24 163209 7081 leaf_count=170918 24 38 1524 4154 27 27 20 21 23 21 25 118 289 2336 34 23 28 27 181 33 36 5665 22 32 23 22 47 251 2106 27 61 4934 24 163209 7081 internal_value=0 4.86133 -0.00151571 0.349821 -0.00751685 0.698246 5.68378 9.68924 1.21256 -1.10078 0.594168 0.562441 1.70968 0.441476 0.080917 0.117056 -2.36957 0.093819 -0.0101112 0.108135 1.82912 0.0977099 0.941952 -0.015496 0.502474 -0.630004 0.627132 0.0830565 0.306022 -0.0157194 -0.0158986 0.148474 -0.655129 -0.0183559 0.0418907 internal_weight=0 128 363303 8676 4293 4383 91 48 43 90 4292 4267 407 3860 4266 4204 62 4181 354627 15446 93 15353 250 339181 69 46 228 15103 2357 339149 339122 4995 57 334127 12746 internal_count=363431 128 363303 8676 4293 4383 91 48 43 90 4292 4267 407 3860 4266 4204 62 4181 354627 15446 93 15353 250 339181 69 46 228 15103 2357 339149 339122 4995 57 334127 12746 cat_boundaries=0 7 8 9 15 20 27 cat_threshold=70354432 142608128 68157712 1078001664 8389184 16448 4 2320 2721 2048 262148 0 512 128 18432 136314880 1073741920 0 1 16384 671384608 1250001474 135790928 2147745792 12652800 258 4 is_linear=0 shrinkage=0.01 Tree=222 num_leaves=45 num_cat=7 split_feature=7 6 0 25 3 3 9 9 6 8 24 26 14 2 6 0 6 3 1 26 3 25 10 8 23 0 7 5 25 0 0 11 0 9 24 6 25 5 5 3 1 1 2 25 split_gain=2.96557e+07 1.05147e+08 1.07567e+07 1.05854e+07 4.53415e+07 3.21531e+07 2.49151e+07 7.57152e+06 6.96206e+06 6.181e+06 5.53137e+06 6.06572e+06 4.76291e+06 4.56349e+06 2.55819e+06 4.5211e+06 2.53565e+06 2.1335e+06 7.07674e+06 9.18039e+06 5.81428e+06 2.77072e+06 4.069e+07 1.81884e+06 2.13352e+06 1.8058e+06 1.69268e+06 3.16122e+06 1.13446e+06 2.19781e+06 1.84094e+06 980031 799774 774560 743400 1.92783e+06 1.79154e+06 1.15247e+06 1.02749e+06 726082 673381 5.81234e+06 584760 478096 threshold=2822.9627650000007 2976.3936000000008 174.79296150000002 0 2725.8677800000005 2725.8677800000005 31.383000000000006 827.32299999999998 1937.6795000000002 233.65410150000005 1 2022.5000000000002 285.55675000000008 198.67650000000003 1937.6795000000002 1117.6621800000003 747.89455000000009 14.222000000000001 1098.6214000000002 2022.5000000000002 543.62350000000004 2 195.43457000000004 1973.6620000000003 8.5912500000000005 39.765000000000008 90.005500000000012 1561.8224400000001 3 65.403650000000013 111.94437000000001 231.49199999999999 141.63500000000002 98.716000000000022 4 1136.6981000000003 5 1016.9325000000002 1908.1960000000001 571.90530000000001 733.85806350000018 1098.6214000000002 673.68310000000008 6 decision_type=2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 9 left_child=2 7 17 5 14 8 -7 16 10 -10 11 -4 -11 -12 23 -16 -2 28 21 20 -20 22 39 24 -5 33 31 -28 29 40 -31 -23 -32 -21 35 36 -30 43 -39 -19 42 -42 -1 -36 right_child=1 -3 3 4 -6 6 -8 -9 9 12 13 -13 -14 -15 15 -17 -18 18 19 25 -22 26 -24 -25 -26 -27 27 -29 34 30 32 -33 -34 -35 37 -37 -38 38 -40 -41 41 -43 -44 -45 leaf_value=0.068558436391143202 0.0066082964445415291 19.882909545898439 2.1284333722832498 0.094976144258826778 -11.110987317827012 17.600318765401841 1.8157925124168395 -4.323047272818429 8.5617458801269528 5.1471712840687145 -0.057377145391756534 0.42587400987178464 -1.4330373163656756 0.83071773576201469 5.2469430233882024 -1.0771633723974228 4.3364190806661336 0.029450820997227036 2.9839568923314412 -2.4161471592296255 9.9447289905548093 0.013992784386591149 14.804673727035523 2.6709333774021697 2.0748210985877296 2.061297050599129 0.23721281588428672 3.3487220509847004 0.07569255491859464 3.3730381558392497 -0.49341391707911636 0.4930285286194292 2.0029847880772182 0.26883062907627653 0.01590022369901398 2.1183871548674826 -0.021355933341899259 1.4147134372975567 -0.43104341271311741 1.5615147456000833 5.6853371162414552 -0.49070127844810485 0.95083273460990503 -0.036145992827532884 leaf_weight=6507 38 34 445 5247 36 20 20 35 20 22 1217 395 22 1103 26 20 21 343 30 22 20 23442 20 28 55 31 3098 33 24567 37 33 435 21 21 19435 43 84143 101 43 34 20 64 76 192008 leaf_count=6507 38 34 445 5247 36 20 20 35 20 22 1217 395 22 1103 26 20 21 343 30 22 20 23442 20 28 55 31 3098 33 24567 37 33 435 21 21 19435 43 84143 101 43 34 20 64 76 192008 internal_value=0 4.81272 -0.00149871 0.346383 0.074165 0.795081 9.70806 -0.638199 0.686964 3.95228 0.620831 1.3122 1.85707 0.363285 0.149204 2.49733 1.54773 -0.0100097 0.0745385 2.45809 5.76827 0.0637535 0.882768 0.128938 0.115514 0.221492 0.0513687 0.270007 -0.0171254 0.111001 1.65475 0.02272 0.477408 -1.10488 -0.0198312 0.00141795 0.00058072 -0.0307526 0.86355 0.167621 0.0900967 0.979784 0.0787442 -0.0313631 internal_weight=0 128 363303 8676 5412 3264 40 94 3224 64 3160 840 44 2320 5376 46 59 354627 27529 124 50 27405 397 5330 5302 74 27008 3131 327098 6758 91 23877 54 43 320340 108753 108710 211587 144 377 6667 84 6583 211443 internal_count=363431 128 363303 8676 5412 3264 40 94 3224 64 3160 840 44 2320 5376 46 59 354627 27529 124 50 27405 397 5330 5302 74 27008 3131 327098 6758 91 23877 54 43 320340 108753 108710 211587 144 377 6667 84 6583 211443 cat_boundaries=0 6 7 13 20 21 28 35 cat_threshold=3180032 142607360 67109136 4259840 64 16448 1030 8388608 65536 0 16384 1024 16384 3221225472 65540 64 32 34944 2218813504 2 1031 1081600 151519328 2148537604 3225774594 536879121 32912 128 603996288 2048 268503176 101877008 579207680 197654 4 is_linear=0 shrinkage=0.01 Tree=223 num_leaves=41 num_cat=11 split_feature=7 4 2 25 3 3 9 1 1 1 1 11 10 11 24 2 4 25 1 25 9 1 3 1 20 14 24 8 25 25 24 25 12 13 25 7 3 24 8 3 split_gain=2.90656e+07 1.04677e+08 9.53949e+06 1.11847e+07 4.51758e+07 3.30695e+07 3.37354e+07 2.6869e+07 7.45726e+06 4.4506e+06 8.27573e+06 1.26772e+07 4.24129e+06 3.43046e+06 3.3812e+06 3.89249e+06 2.35712e+06 2.70003e+06 2.02406e+06 3.89923e+06 4.49603e+07 1.03981e+07 3.77286e+06 1.95615e+06 2.16681e+06 4.88709e+06 1.88046e+06 1.68965e+06 1.58078e+06 1.31996e+06 2.4399e+06 3.94811e+06 1.17324e+06 1.16161e+06 904207 606404 1.77986e+06 596092 542768 422361 threshold=2822.9627650000007 2693.9010000000007 189.07500000000002 0 2725.8677800000005 2725.8677800000005 152.94900000000004 1461.4925000000003 1461.4925000000003 1256.4300000000001 2781.5828000000006 1413.4285000000002 1159.6875000000002 116.87763000000001 1 1827.1555000000001 537.37500000000011 2 16.727500000000003 3 176.21500000000003 786.89439000000004 2725.8677800000005 2781.5828000000006 265.0080000000001 2.5060000000000002 4 711.30690000000016 5 6 7 8 608.55210000000022 414.66000000000003 9 438.06825000000003 99.266946000000019 10 12.501005500000003 0.74700000000000011 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 9 2 2 2 2 2 2 1 2 9 9 1 9 2 2 9 2 2 1 2 2 left_child=2 8 18 5 12 9 -7 -6 27 14 11 -11 16 -14 32 -16 28 -18 22 20 21 38 29 24 26 -26 -21 39 -5 30 31 -1 -4 -15 -32 37 -37 -31 -20 -2 right_child=1 -3 3 4 7 6 -8 -9 -10 10 -12 -13 13 33 15 -17 17 -19 19 23 -22 -23 -24 -25 25 -27 -28 -29 -30 35 34 -33 -34 -35 -36 36 -38 -39 -40 -41 leaf_value=0.77036163069368968 2.628495835803804 18.681733779907226 -0.2506181110084737 -0.33652033708173806 -2.9015611378351851 19.045385557174683 1.4601377737522125 -18.595468029022218 -6.3292821409588775 2.0541883682137105 -2.5003844408835136 10.589202745914459 5.7075793672644579 -0.81642564201354983 0.65304125756828779 2.7634527402395732 2.123559210198557 0.28345413261753016 -0.028679176119159672 -0.052667780424178794 15.244067053113666 6.003457620682255 3.5302774392366412 -1.9215226662635803 3.5415098871855903 0.08580302261620118 0.11758588272581186 -1.7365618730627972 0.13869265319705928 0.0090440030544664384 -0.090094697261494328 -0.030121383044067064 -2.7068284466153103 2.2207656074972717 0.09128862568129964 0.050345369628480359 1.5007933984083288 -0.027330284708630456 1.1391795018107391 0.70477862091064458 leaf_weight=1208 21 38 263 885 24 20 24 20 21 134 31 20 23 20 2207 91 107 285 534 10686 21 31 30 50 58 139 16489 23 3205 54547 4626 1254 21 34 6741 496 102 258834 43 25 leaf_count=1208 21 38 263 885 24 20 24 20 21 134 31 20 23 20 2207 91 107 285 534 10686 21 31 30 50 58 139 16489 23 3205 54547 4626 1254 21 34 6741 496 102 258834 43 25 internal_value=0 4.76459 -0.00148371 0.353541 0.0489251 0.849154 9.45343 -10.0352 -1.11153 0.715401 2.21369 3.16263 0.146356 2.4734 0.608048 0.733421 0.106378 0.847131 -0.00887971 0.0726489 0.844918 0.361476 -0.0158556 0.0546068 0.0582365 1.10322 0.0506611 0.476478 0.0353817 -0.0161801 0.0794015 0.36417 -0.417537 1.09588 0.0174572 -0.0203918 0.297746 -0.0209996 0.0583536 1.583 internal_weight=0 128 363303 7414 4603 2811 44 44 90 2767 185 154 4559 77 2582 2298 4482 392 355889 28051 629 608 327838 27422 27372 197 27175 69 4090 327808 13829 2462 284 54 11367 313979 598 313381 577 46 internal_count=363431 128 363303 7414 4603 2811 44 44 90 2767 185 154 4559 77 2582 2298 4482 392 355889 28051 629 608 327838 27422 27372 197 27175 69 4090 327808 13829 2462 284 54 11367 313979 598 313381 577 46 cat_boundaries=0 6 7 14 19 20 26 33 34 39 46 47 cat_threshold=2150663168 8651840 67109136 262145 0 16384 128 134218240 0 0 0 4096 0 132 8388736 0 64 0 32896 2697 545800324 218170144 8391749 2724397058 8415232 128 1074790400 65540 64 1107362080 8423425 2218813632 2 3 1048576 4 0 1073807360 2048 1048576 0 0 1073741824 0 0 2 3 is_linear=0 shrinkage=0.01 Tree=224 num_leaves=36 num_cat=6 split_feature=7 4 0 25 1 0 13 1 15 5 24 5 0 23 8 5 4 1 0 25 9 0 9 1 8 5 7 25 11 11 25 1 25 9 4 split_gain=2.84872e+07 1.02594e+08 1.04246e+07 1.03233e+07 3.57362e+07 2.24333e+07 1.09668e+07 7.30886e+06 7.16476e+06 6.39497e+06 5.60562e+06 6.93062e+06 2.85073e+06 2.96265e+06 3.0335e+06 2.8195e+06 2.16202e+06 2.63022e+06 8.82635e+06 1.83594e+06 3.14747e+06 1.74858e+06 2.80419e+06 1.74002e+06 1.71297e+06 1.33815e+06 1.32602e+06 2.40857e+06 1.32405e+06 1.22707e+07 971703 873987 705584 644273 439794 threshold=2822.9627650000007 2693.9010000000007 174.79296150000002 0 2781.5828000000006 2778.6210000000005 23.508500000000002 1461.4925000000003 1947.7010000000002 1016.9325000000002 1 1561.8224400000001 2778.6210000000005 8.5912500000000005 1973.6620000000003 1561.8224400000001 43.227050000000006 1256.4300000000001 33.002500000000005 2 176.21500000000003 166.07825000000005 26.423720000000003 2781.5828000000006 10.597750000000001 2871.8940000000007 107.34650000000001 3 78.270000000000024 80.000400000000013 4 585.22500000000014 5 78.030000000000015 14.450258500000002 decision_type=2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 9 2 9 2 2 left_child=2 7 16 5 12 8 9 21 10 31 15 -12 13 14 -5 -4 23 19 33 20 24 22 -2 25 -18 28 32 -28 30 -30 -1 -7 -21 -19 -14 right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 11 -13 34 -15 -16 -17 17 18 -20 26 -22 -23 -24 -25 -26 -27 27 -29 29 -31 -32 -33 -34 -35 -36 leaf_value=0.054234956933852149 1.5115357985863318 18.494916570563067 -0.11367316422658945 0.066042703832261226 -9.7943232067211259 8.5559094062218293 -0.083747291183471684 -6.2659892083917352 5.9156859481811521 3.1049365252540224 0.64265601843057119 3.4387257645156359 -1.3677376579515863 3.3485702915915421 3.9699853217601775 -3.1935565031728435 0.17610897468927816 0.11586817664069099 5.658970643679301 0.12391074698174 4.5784970127452507 2.7230134035193401 -3.4690526218414308 2.316629068851471 2.3187723219648322 2.2108060017338507 1.5410503732549901 0.21464073715342266 4.6036924924029679 0.090984707677055091 -0.021957896555565674 11.336452537536621 -0.02570760762843035 -2.1118307695388792 -3.1261130218505859 leaf_weight=17664 26 38 722 4140 37 26 25 21 25 21 3432 91 33 28 20 31 181 37 36 5676 22 23 20 32 47 27 137 2220 61 4934 316463 20 7070 20 25 leaf_count=17664 26 38 722 4140 37 26 25 21 25 21 3432 91 33 28 20 31 181 37 36 5676 22 23 20 32 47 27 137 2220 61 4934 316463 20 7070 20 25 internal_value=0 4.71695 -0.00146805 0.341002 -0.00910824 0.680816 5.5684 -1.10042 0.577852 7.67741 0.546643 0.712856 0.0761395 0.106632 0.0848117 -0.237316 -0.00984662 0.105858 1.78251 0.0957021 0.929173 0.471713 -0.653937 -0.0151157 0.617798 -0.0153357 0.0812367 0.299187 -0.015513 0.146095 -0.0179289 9.76484 0.0409969 -0.665781 -2.12566 internal_weight=0 128 363303 8676 4283 4393 92 90 4301 67 4276 3523 4246 4188 4160 753 354627 15446 93 15353 250 69 46 339181 228 339149 15103 2357 339122 4995 334127 46 12746 57 58 internal_count=363431 128 363303 8676 4283 4393 92 90 4301 67 4276 3523 4246 4188 4160 753 354627 15446 93 15353 250 69 46 339181 228 339149 15103 2357 339122 4995 334127 46 12746 57 58 cat_boundaries=0 7 8 14 18 25 32 cat_threshold=70354432 142607616 68157712 1078263808 8389184 16448 4 640 2048 262148 0 512 128 18432 2097152 1073741888 0 1 3222274048 65540 2147485888 1175470384 536905728 2218814672 2 671384608 1251050050 135790928 2147745792 12652800 258 4 is_linear=0 shrinkage=0.01 Tree=225 num_leaves=42 num_cat=6 split_feature=6 18 4 24 0 5 4 16 10 0 25 1 4 0 0 1 5 11 15 8 0 24 5 1 8 25 4 8 10 5 11 25 11 1 16 26 24 1 10 6 5 split_gain=1.64485e+07 5.4575e+07 4.99039e+07 1.81559e+07 4.31362e+07 2.71782e+07 1.89833e+07 7.956e+06 1.05883e+07 9.105e+06 2.81818e+07 3.49878e+07 1.426e+07 1.90452e+07 1.12581e+07 1.57924e+07 6.13525e+06 5.92454e+06 5.34631e+06 5.06733e+06 8.81561e+06 4.66439e+06 4.45632e+06 3.52337e+06 4.84876e+06 3.42407e+06 4.27266e+06 1.35024e+07 3.41253e+06 2.99626e+06 2.23082e+06 5.1802e+06 4.30209e+07 1.81688e+06 1.54109e+06 1.27543e+06 1.17243e+06 1.73877e+06 1.04424e+06 386263 223804 threshold=1937.6795000000002 313.78700000000003 974.87180000000001 0 1884.2950000000003 1561.8224400000001 1888.1190000000004 3006.0949125000006 262.77300000000008 635.46050000000014 1 1892.2623000000001 4.5925000000000011 1117.6621800000003 2778.6210000000005 1892.2623000000001 305.32623000000007 1230.4050000000002 213.49900000000002 1148.5039000000004 104.01000000000001 2 236.84755000000004 228.79050000000004 522.29990000000009 3 1292.0010000000002 2.6253500000000001 1935.1350000000002 76.652750000000012 75.151416000000026 4 94.005500000000026 2781.5828000000006 494.52696000000009 2022.5000000000002 5 860.12500000000011 416.12500000000006 2976.3936000000008 119.16450000000002 decision_type=2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 left_child=7 3 -3 5 19 23 -7 9 -9 22 11 12 13 -11 17 16 -16 21 -19 20 40 -12 30 39 -25 26 28 -28 -24 -14 33 32 -32 35 -33 -1 37 -27 -38 -2 -5 right_child=1 2 -4 4 -6 6 -8 8 -10 10 14 -13 29 -15 15 -17 -18 18 -20 -21 -22 -23 25 24 -26 36 27 -29 -30 -31 31 34 -34 -35 -36 -37 38 -39 -40 -41 -42 leaf_value=0.0049631450809616414 0.012414040742097078 2.0453890069127083 24.38457555308938 -0.20180801820755004 16.240780320601029 -2.0028487358093261 -15.780854776382446 -0.075483596571560563 -9.3991973749796554 1.4939513142903647 0.90527862324338904 16.73569020652771 3.550588839131017 11.58044635799196 -2.311489432051375 -9.9693352107206987 3.6017073745312902 0.11901500337051622 5.4436415837027816 -2.7345773802132443 6.032523838245508 -0.17756008433958076 0.50472759385404364 -0.079217035044794507 6.6531966404914851 -0.16172196181813295 8.9293935075759894 -0.43892335128784182 4.6594974036216739 -0.0207229551334971 15.717254502773285 0.093456824834642099 0.20235413518335141 2.2023603279526167 0.98178567063156053 -0.03327409957220305 0.13406364653183825 -2.5468037533760071 0.93451092359073995 -1.7125957092285158 -1.6978153595924377 leaf_weight=178535 27 20 20 20 22 20 20 29 21 39 726 20 31 36 74 24 23 33 44 29 33 864 1711 23 20 682 25 40 20 97 20 6875 168 37 201 170580 1821 32 179 25 20 leaf_count=178535 27 20 20 20 22 20 20 29 21 39 726 20 31 36 74 24 23 33 44 29 33 864 1711 23 20 682 25 40 20 97 20 6875 168 37 201 170580 1821 32 179 25 20 internal_value=0 2.34369 13.215 0.664724 3.27668 -1.84077 -8.89185 -0.00273458 -3.99144 -0.00218507 0.668823 3.93962 2.873 6.33547 0.237525 -2.7064 -0.909391 0.452637 3.16166 0.801746 2.20659 0.321445 -0.00592378 0.934339 3.05214 0.306446 0.643664 3.16428 0.552732 0.844204 -0.00987643 0.163573 1.7593 -0.013485 0.118523 -0.0137198 0.0806223 -0.264906 0.20468 -0.816918 -0.949812 internal_weight=0 299 40 259 124 135 40 362987 50 362937 2011 223 203 75 1788 121 97 1667 77 102 73 1590 360926 95 43 4510 1796 65 1731 128 356416 7264 188 349152 7076 349115 2714 714 2000 52 40 internal_count=363286 299 40 259 124 135 40 362987 50 362937 2011 223 203 75 1788 121 97 1667 77 102 73 1590 360926 95 43 4510 1796 65 1731 128 356416 7264 188 349152 7076 349115 2714 714 2000 52 40 cat_boundaries=0 1 5 6 13 14 15 cat_threshold=1729 1049088 134217728 0 65536 1084 70632448 142870120 524352 262145 20480 16384 4 9437184 166 is_linear=0 shrinkage=0.01 Tree=226 num_leaves=37 num_cat=4 split_feature=6 18 3 17 14 16 12 0 25 1 4 0 0 1 14 15 0 3 3 3 1 25 19 8 9 12 1 12 10 25 15 3 13 25 14 23 split_gain=1.61212e+07 5.3489e+07 6.74003e+07 1.51979e+07 1.53504e+07 7.79767e+06 1.16775e+07 8.92478e+06 2.76203e+07 3.42915e+07 1.39762e+07 1.86662e+07 1.10343e+07 1.54781e+07 6.68156e+06 6.25603e+06 1.43863e+07 1.3845e+07 5.74898e+06 4.67051e+06 4.18453e+06 3.31814e+06 3.46793e+06 2.83578e+06 2.77624e+06 1.99995e+06 1.7979e+06 2.95933e+06 1.3754e+06 1.02501e+07 5.22419e+07 1.095e+06 1.01087e+06 1.00652e+06 755775 680167 threshold=1937.6795000000002 313.78700000000003 1118.1025000000002 315.37500000000006 1352.1000000000001 3006.0949125000006 1324.2200000000003 635.46050000000014 0 1892.2623000000001 4.5925000000000011 1117.6621800000003 2778.6210000000005 1892.2623000000001 1929.7000000000003 81.950000000000003 2778.6210000000005 2725.8677800000005 149.268 103.76700000000001 303.77500000000003 1 218.88300000000001 912.87025000000017 712.7850000000002 1017.6685000000001 631.04475000000014 143.57000000000002 177.79900000000001 2 11.606362000000003 2725.8677800000005 346.47815000000008 3 943.12925000000007 322.44000000000005 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 left_child=5 3 -3 4 15 7 -7 19 9 10 11 -9 14 18 20 16 17 -2 -14 28 -10 22 25 -24 -12 -21 31 -28 33 30 -30 -23 -31 34 -1 -35 right_child=1 2 -4 -5 -6 6 -8 8 12 -11 24 -13 13 -15 -16 -17 -18 -19 -20 21 -22 26 23 -25 -26 -27 27 -29 29 32 -32 -33 -34 35 -36 -37 leaf_value=0.030404954220637225 1.271531183719635 0.10204784488677979 26.06361694228649 -7.2926198231090202 9.7791232909262185 -0.0056403023401896159 -9.8703617644309993 1.4790117263793945 -0.03953469217885229 16.56833381319046 -0.19343614678050197 11.464642020066579 -2.68875574861254 -9.8696415925025942 6.0531637641645615 -4.1914692763487498 8.4671620655059812 -7.4050630060831706 2.4136108429291672 0.39503290504144795 0.98749717661465841 0.026630314208262097 1.3035327939048333 5.2593153095245366 2.9431679130735855 -1.3115908372742788 1.7095605098110398 -0.89535239180580517 0.10907676529098342 0.025785450350503974 17.958958508491516 2.0085151410102844 0.68145888298054147 -0.020645437035257487 1.1630044548390275 0.59254757967443095 leaf_weight=41818 148 20 20 22 20 30 20 39 979 20 86 36 63 24 21 24 24 21 34 3604 667 6386 193 20 42 70 153 61 91 2764 20 28 257 305221 59 181 leaf_count=41818 148 20 20 22 20 30 20 39 979 20 86 36 63 24 21 24 24 21 34 3604 667 6386 193 20 42 70 153 61 91 2764 20 28 257 305221 59 181 internal_value=0 2.32025 13.0828 0.658076 1.39612 -0.00270703 -3.95153 -0.00216302 0.662171 3.90023 2.84427 6.27211 0.23519 -2.67934 0.448154 0.623488 1.22224 0.193375 -0.900297 -0.00586454 0.376644 0.201798 0.433322 1.67497 0.835762 0.362517 0.0652675 0.967039 -0.012096 0.196523 3.05046 0.0352821 0.0812953 -0.0139775 0.031993 -0.0202814 internal_weight=0 299 40 259 237 362987 50 362937 2011 223 203 75 1788 121 1667 217 193 169 97 360926 1646 10515 3887 213 128 3674 6628 214 350411 3132 111 6414 3021 347279 41877 305402 internal_count=363286 299 40 259 237 362987 50 362937 2011 223 203 75 1788 121 1667 217 193 169 97 360926 1646 10515 3887 213 128 3674 6628 214 350411 3132 111 6414 3021 347279 41877 305402 cat_boundaries=0 4 10 14 21 cat_threshold=1049088 134217728 0 65536 70353920 142934020 201331025 512 8454144 18560 8388640 262144 0 262144 3221258244 1048644 4612 104857648 537008800 2160224448 2 is_linear=0 shrinkage=0.01 Tree=227 num_leaves=46 num_cat=10 split_feature=7 6 2 1 25 1 0 1 2 7 7 15 1 7 24 6 24 0 0 24 25 11 7 25 5 14 16 0 25 11 25 10 4 2 16 8 0 25 2 23 0 6 25 0 5 split_gain=1.64282e+07 7.99207e+07 2.19829e+07 8.54549e+06 9.17711e+06 3.09433e+07 2.54971e+07 4.27036e+07 7.81656e+06 7.5485e+06 6.59439e+06 9.69493e+06 4.82305e+06 8.09422e+06 4.41412e+06 3.10195e+06 2.71825e+06 4.80352e+06 3.65157e+06 2.65114e+06 2.9961e+06 2.51207e+06 2.4156e+06 2.3766e+06 4.74818e+06 2.26901e+06 2.74812e+06 1.42043e+06 1.31949e+06 1.19098e+06 7.12732e+06 3.61601e+07 1.13197e+06 1.09102e+06 926351 2.49227e+06 864250 815174 1.76184e+06 699297 658582 644704 533000 473595 116959 threshold=2822.9627650000007 2976.3936000000008 1827.1555000000001 137.46340000000004 0 1892.2623000000001 2778.6210000000005 2781.5828000000006 287.03350000000006 327.23600000000005 1538.3385000000001 549.30000000000018 860.12500000000011 7.9611000000000001 1 1136.6981000000003 2 804.19674500000008 992.19979999999998 3 4 1413.4285000000002 104.89700000000002 5 1561.8224400000001 147.57653000000002 72.940000000000012 1275.1415000000002 6 75.151416000000026 7 94.293000000000021 1292.0010000000002 12.481500000000002 889.3329500000001 62.965000000000003 2778.6210000000005 8 1827.1555000000001 322.44000000000005 497.59550000000002 1000.0509250000001 9 233.46861500000003 6.9530000000000003 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 1 2 2 1 9 2 2 9 2 2 2 2 9 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 left_child=3 2 15 22 5 12 8 9 19 -8 14 -12 16 -14 -10 33 17 -5 -18 28 -21 -3 29 24 25 32 -27 41 -6 36 31 44 -24 -2 40 -36 37 38 -1 -39 -32 42 -25 -43 -31 right_child=1 21 -4 4 6 -7 7 -9 10 -11 11 -13 13 -15 -16 -17 18 -19 -20 20 -22 -23 23 27 -26 26 -28 -29 -30 30 34 -33 -34 -35 35 -37 -38 39 -40 -41 -42 43 -44 -45 -46 leaf_value=0.093356394262679443 1.088222482742802 17.894752304077148 -10.66619467163086 0.26697338997690301 0.12526930384893128 12.358854125096247 -3.9313718249003093 -16.231925280761718 -0.10096840979252188 3.4303113548572246 1.5367715155693793 9.2636609294197783 6.4915600907175168 -0.74944941007173982 0.97768075564878587 4.0377677464485169 0.82020589915257458 -4.9186315501819955 5.3555067701339727 0.6009901052824187 0.077620733936316327 12.882698501586916 0.26231891467061408 -0.11258286719463576 5.0313399339758833 2.7032625160037833 0.39587410154013797 2.2426295166015628 -0.29680309423136086 0.076054369008541109 0.075354229482651289 14.908379633903504 2.4539290849367776 -1.610213508605957 -0.55074562277112693 3.9469686885313555 1.2370727904059671 -0.018882040704057256 3.0667886714935304 0.61706329991708575 -0.78743123033311635 -1.2394499464640543 0.13144408711839237 0.52682091617584226 0.76947375509474014 leaf_weight=5491 31 20 20 95 1321 26 30 25 517 26 62 22 38 26 1457 24 158 22 20 1725 2989 20 1307 1160 23 93 116 30 1667 75 5210 20 24 29 28 22 55 335027 20 173 90 63 3833 20 36 leaf_count=5491 31 20 20 95 1321 26 30 25 517 26 62 22 38 26 1457 24 158 22 20 1725 2989 20 1307 1160 23 93 116 30 1667 75 5210 20 24 29 28 22 55 335027 20 173 90 63 3833 20 36 internal_value=0 3.37618 -1.24403 -0.00212629 0.282853 1.77817 0.22232 -5.36483 0.268916 -0.513447 0.816389 3.56048 1.06142 3.5499 0.699619 0.999347 0.521543 -0.652342 1.25906 0.12263 0.270005 15.3887 -0.0103838 0.178128 0.517985 0.453942 1.42261 0.0729374 -0.110409 -0.0140147 0.132223 2.35158 0.301837 -0.216022 0.0733469 1.42825 -0.0163668 -0.0165691 0.103959 -0.0185533 0.0607032 0.0602578 0.0747882 -0.813843 0.300947 internal_weight=0 144 104 363142 10226 385 9841 81 9760 56 2058 84 359 64 1974 84 295 117 178 7702 4714 40 352916 6669 1563 1540 209 5106 2988 346247 5481 131 1331 60 5350 50 340766 340711 5511 335200 5300 5076 4993 83 111 internal_count=363286 144 104 363142 10226 385 9841 81 9760 56 2058 84 359 64 1974 84 295 117 178 7702 4714 40 352916 6669 1563 1540 209 5106 2988 346247 5481 131 1331 60 5350 50 340766 340711 5511 335200 5300 5076 4993 83 111 cat_boundaries=0 3 4 5 6 11 16 23 29 36 43 cat_threshold=1048576 134217728 67108864 135 696 2697 201622016 262688 135270992 71303680 4194368 3244160 262240 134217797 1 8389696 136660644 1073742848 34605824 1310720 4289792 2 4 8388608 0 0 65537 0 256 3221225472 65540 0 37748768 2688 12609536 2 1619542048 159449872 277876224 571744288 536879616 386 4 is_linear=0 shrinkage=0.01 Tree=228 num_leaves=44 num_cat=3 split_feature=7 6 12 13 1 0 3 0 6 10 24 3 6 1 3 1 6 1 4 7 24 9 10 7 3 0 3 3 13 11 9 11 16 26 24 0 0 0 0 9 0 6 16 split_gain=1.61012e+07 7.83302e+07 7.5539e+07 1.26982e+07 8.37621e+06 7.9097e+06 1.78556e+07 1.0787e+07 1.04302e+07 8.15879e+06 6.1688e+06 6.814e+06 6.82023e+06 6.41626e+06 6.05293e+06 7.01896e+06 5.42287e+06 6.23705e+06 3.43963e+06 3.22771e+06 2.79708e+06 2.6439e+06 3.39017e+06 2.36754e+06 5.51794e+06 2.98013e+06 2.00058e+06 1.37082e+06 2.10278e+06 1.16728e+06 6.31004e+06 3.29422e+07 3.81086e+06 1.07341e+06 2.06487e+06 3.9623e+07 8.1967e+06 1.58106e+06 1.74964e+06 977189 732607 605053 577366 threshold=2822.9627650000007 2976.3936000000008 150.96810000000002 1369.2025000000001 137.46340000000004 2778.6210000000005 2725.8677800000005 992.19979999999998 1937.6795000000002 1058.8682400000002 0 1118.1025000000002 652.29725000000008 248.93500000000003 297.12438000000003 1892.2623000000001 249.52500000000001 733.85806350000018 2693.9010000000007 610.83000000000004 1 1022.5259020000002 6.7725000000000009 104.89700000000002 1890.7105500000002 1519.5755740000002 1890.7105500000002 104.41300000000003 1063.1169900000002 75.151416000000026 395.07800000000003 114.40700000000002 494.52696000000009 2022.5000000000002 2 1275.1415000000002 2778.6210000000005 887.79240000000016 688.40820000000008 1600.0905700000001 887.79240000000016 196.44300000000001 10.476500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=4 3 -3 21 23 7 14 8 18 19 16 13 -13 -12 -7 -16 17 -9 20 -10 -6 22 -2 29 25 27 -18 39 -29 33 40 -32 -33 34 35 -1 -36 38 -35 -25 41 -31 -39 right_child=1 2 -4 -5 5 6 -8 10 9 -11 11 12 -14 -15 15 -17 26 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 30 31 32 -34 37 36 -37 -38 42 -40 -41 -42 -43 -44 leaf_value=0.064451273405457907 -0.056161112534372427 1.4926576385498047 28.97701888656616 -8.1783830043247772 -0.16700740509817319 3.0221928295012441 -10.994303417205812 -0.4565836622130196 3.9990659316124453 9.030219074596058 6.0773184407552083 2.311973307193854 8.2259863085624509 1.0760656019523318 1.0943789265372537 -7.0909199371337888 -0.14626476039057193 4.149726415800326 4.0609480451500932 -0.83030035400390634 0.27168833295147182 -2.1924526092529297 5.03032578420639 0.081909598325326308 4.9626490847269693 3.6764963626861573 -2.9394724262121952 0.37427246739159936 3.4231171947976815 0.049022149191648767 14.060013214826583 -0.12147481379443653 4.1038765884399417 -0.034103479119185785 -0.013595709783955174 11.028098339312006 -5.7400673690795898 -1.2504266458876589 1.5472082330158778 -1.7912614148003716 -1.3552512240409851 0.50038156408486489 0.56514748716354368 leaf_weight=30066 38 20 20 21 1787 31 20 53 31 22 30 39 39 177 22 20 115 66 23 25 7693 25 20 5195 24 24 33 1375 23 4938 20 146 25 165924 144487 33 25 141 70 28 36 316 20 leaf_count=30066 38 20 20 21 1787 31 20 53 31 22 30 39 39 177 22 20 115 66 23 25 7693 25 20 5195 24 24 33 1375 23 4938 20 146 25 165924 144487 33 25 141 70 28 36 316 20 internal_value=0 3.34242 15.2348 -1.23159 -0.00210464 0.280038 -2.62301 0.306682 0.228367 3.87024 1.66598 2.65683 5.26898 1.80088 -0.329508 -2.80338 0.490469 2.09818 0.198475 1.8431 0.189104 0.526037 1.6978 -0.0102799 0.176347 0.159061 -0.769075 0.14631 0.424432 -0.0138745 0.1309 1.91655 0.496267 -0.0162031 0.00110998 0.0764462 -0.0145854 -0.0343973 -0.0334366 0.0718677 0.0664278 0.076169 -1.02489 internal_weight=0 144 40 104 363142 10226 93 10133 9581 78 552 285 78 207 73 42 267 119 9503 56 9480 83 58 352916 6669 6645 148 6621 1398 346247 5481 191 171 340766 174611 30099 144512 166155 165994 5223 5290 5254 161 internal_count=363286 144 40 104 363142 10226 93 10133 9581 78 552 285 78 207 73 42 267 119 9503 56 9480 83 58 352916 6669 6645 148 6621 1398 346247 5481 191 171 340766 174611 30099 144512 166155 165994 5223 5290 5254 161 cat_boundaries=0 1 2 3 cat_threshold=715 2176 3 is_linear=0 shrinkage=0.01 Tree=229 num_leaves=41 num_cat=9 split_feature=7 6 12 2 0 2 0 6 15 6 6 4 2 25 24 7 6 5 8 4 6 25 7 7 10 6 6 24 2 25 8 26 25 2 25 14 25 25 2 12 split_gain=1.57808e+07 7.67715e+07 7.40358e+07 2.14318e+07 7.90572e+06 1.10175e+07 6.09769e+07 1.25777e+07 1.05395e+07 1.0392e+07 8.38269e+06 8.55069e+06 9.30218e+06 6.31249e+06 2.47431e+07 5.08323e+06 3.04369e+06 2.23452e+06 3.11265e+06 6.88274e+06 2.84443e+06 2.00149e+06 1.67684e+06 5.77354e+06 3.67345e+07 1.59059e+06 1.37752e+06 1.28258e+06 1.06351e+06 934565 903076 818937 2.15154e+06 2.57913e+06 908227 1.99344e+06 699133 569956 427562 27430.8 threshold=2822.9627650000007 2976.3936000000008 150.96810000000002 1827.1555000000001 111.94437000000001 2682.0900000000006 2778.6210000000005 116.37925 1947.7010000000002 698.40204000000006 1937.6795000000002 1522.8167500000002 967.39580000000012 0 1 576.56500000000017 1136.6981000000003 425.55000000000007 761.67400000000009 1292.0010000000002 1324.2200000000003 2 28.915000000000003 29.384150000000005 24.190470000000001 551.27100000000007 177.55800000000002 3 12.481500000000002 4 824.40500000000009 2022.5000000000002 5 1827.1555000000001 6 943.12925000000007 7 8 17.831000000000003 8.2715000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 2 1 2 9 2 2 9 2 9 2 9 9 2 2 left_child=4 3 -3 16 17 8 7 -7 10 -10 13 12 -12 14 -6 -15 28 22 19 20 21 -19 31 24 39 38 29 -28 -2 -25 -9 32 33 -1 35 -33 -36 -34 -20 -24 right_child=1 2 -4 -5 5 6 -8 30 9 -11 11 -13 -14 15 -16 -17 -18 18 25 -21 -22 -23 23 26 -26 -27 27 -29 -30 -31 -32 34 37 -35 36 -37 -38 -39 -40 -41 leaf_value=0.085167172378035588 1.0795979038361581 1.4777310791015625 28.687249080657956 -10.522573722839356 4.9990518807305229 7.2114526807344879 -16.53017730102539 -3.2004978065490723 10.22951781227475 0.77146524172562825 2.0548379532658325 -1.5312222506205242 9.1252904192606614 0.13159103946272802 -0.04220344939957494 1.0481336290212349 4.0055541880925496 1.564062465561761 0.40729606989451816 4.8864370923723497 3.2052850877216885 0.18585884146119686 -0.1286159648736821 0.20260337282750343 14.646230957150461 -2.9190057827297013 0.63901306134126989 -0.02067926960904341 -1.5846029610469423 0.00087577144291867571 -0.23136602651505242 0.021514396774263176 0.02152589249803696 3.177691525353326 -0.16346749890247811 2.4098680226462226 -0.038565828972942223 -0.02604984596991847 -1.2196064114570617 -0.54319624567031866 leaf_weight=22667 31 20 20 20 125 26 25 20 21 26 49 30 30 11100 358 640 24 107 35 35 35 1165 79 2915 20 38 772 481 29 10700 21 22925 32150 27 4627 35 135738 116070 30 20 leaf_count=22667 31 20 20 20 125 26 25 20 21 26 49 30 30 11100 358 640 24 107 35 35 35 1165 79 2915 20 38 772 481 29 10700 21 22925 32150 27 4627 35 135738 116070 30 20 internal_value=0 3.309 15.0825 -1.21927 -0.00208356 0.245335 -3.20245 1.77058 0.270958 4.9974 0.252945 3.01384 4.73982 0.228324 1.33741 0.181401 0.995802 -0.0108826 0.381546 0.510126 0.392934 0.31555 -0.0125063 0.0909755 2.28487 -1.29374 0.073416 0.390706 -0.208099 0.0442155 -1.67972 -0.0171464 -0.00184485 0.0888073 -0.0331589 0.0251442 -0.0426944 -0.0157296 -0.343582 -0.21237 internal_weight=0 144 40 104 363142 12471 92 67 12379 47 12332 109 79 12223 483 11740 84 350671 1445 1342 1307 1272 349226 14987 119 103 14868 1253 60 13615 41 334239 170914 22694 163325 22960 140365 148220 65 99 internal_count=363286 144 40 104 363142 12471 92 67 12379 47 12332 109 79 12223 483 11740 84 350671 1445 1342 1307 1272 349226 14987 119 103 14868 1253 60 13615 41 334239 170914 22694 163325 22960 140365 148220 65 99 cat_boundaries=0 5 6 9 10 17 24 31 38 45 cat_threshold=1048576 0 67108880 65536 512 262 262144 262240 64 3860 2150957184 134513152 5 72352256 20480 0 128 3221258240 1073807428 2417038017 1146111024 8392192 24592 2 603979776 136415232 8390660 102760480 839033858 4254144 132 3222274048 4 1 1077952784 528 16 2 16388 151258416 8389912 2147885313 4517889 2147485826 64 is_linear=0 shrinkage=0.01 Tree=230 num_leaves=58 num_cat=12 split_feature=1 25 1 1 3 7 13 11 1 3 24 25 1 7 4 2 2 7 25 4 11 3 24 3 3 14 5 1 25 7 2 15 14 19 21 24 2 7 2 4 25 3 25 2 7 24 2 24 1 3 9 24 12 11 3 12 9 split_gain=1.56028e+07 5.99744e+07 3.75457e+08 4.62398e+07 1.52854e+08 2.00088e+07 7.56526e+06 7.341e+06 6.15175e+06 1.01423e+07 5.77446e+06 7.95341e+06 5.27896e+06 4.95478e+06 4.52324e+06 4.1527e+06 5.64151e+06 3.53838e+06 4.34073e+06 3.95438e+06 3.73342e+06 2.79998e+06 2.91259e+06 6.68059e+06 2.45237e+06 2.11294e+06 1.74086e+06 1.2888e+06 3.52839e+06 4.51593e+07 2.34155e+06 1.38003e+06 1.17103e+06 2.96417e+06 1.12404e+06 1.10769e+06 1.07549e+06 1.03039e+06 1.15811e+06 994034 943343 881306 813781 1.22937e+06 757844 729267 663422 625038 585175 548842 535122 509373 361300 275342 244223 228969 24133.9 threshold=354.74564000000004 0 2781.5828000000006 2781.5828000000006 2725.8677800000005 2822.9627650000007 942.81900000000007 137.52300000000002 860.12500000000011 132.01500000000001 1 2 1461.4925000000003 1538.3385000000001 187.22651400000004 2682.0900000000006 1827.1555000000001 85.347000000000023 3 1522.8167500000002 182.83984000000004 54.605550000000008 4 1118.1025000000002 1890.7105500000002 371.69280000000003 236.84755000000004 8.927500000000002 5 28.915000000000003 624.21400000000006 11.937000000000003 943.12925000000007 119.32750000000001 187.20800000000003 6 673.68310000000008 2822.9627650000007 1468.575 124.88310000000003 7 128.84440000000004 8 2682.0900000000006 1538.3385000000001 9 1827.1555000000001 10 26.719375000000003 1890.7105500000002 754.45500000000004 11 828.5512500000001 172.59900000000002 13.503500000000003 28.013000000000002 9.1300000000000008 decision_type=2 9 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 9 2 9 2 2 1 2 1 2 2 2 1 2 2 2 2 2 left_child=17 2 8 5 6 10 7 14 36 -10 11 12 -3 -13 -5 16 -12 27 19 21 -21 25 23 -23 35 44 -27 32 29 47 40 39 42 54 -24 50 41 38 -37 -32 45 -2 46 51 -19 -30 49 48 -29 -1 53 -44 -42 -20 55 -34 -49 right_child=1 3 -4 4 -6 -7 -8 -9 9 -11 15 13 -14 -15 -16 -17 -18 18 24 20 -22 22 34 -25 -26 26 -28 28 30 -31 31 -33 33 -35 -36 37 -38 -39 -40 -41 52 -43 43 -45 -46 -47 -48 56 -50 -51 -52 -53 -54 -55 -56 -57 -58 leaf_value=0.041421327435227723 0.97009480626242506 1.9351787901865809 43.256463135878249 1.4707620524477076 -24.870244995855515 7.6866017023722328 -5.2445150056092631 6.5365740928649902 8.323343648910523 -0.11689971923828125 0.10873892908592789 0.49556019359504022 6.1462768485329367 5.2798625252463607 -3.4820934683935985 -3.6907637911609243 3.6883911371495985 0.096366092578119608 -0.21597186426489928 6.1995893085002898 0.56148675296617589 1.3611193112832194 0.36395391312091036 7.3196246337890623 -3.0019829177856447 0.73706515130542571 4.1132321596145633 1.7616864667440715 0.2032103269106954 14.605419961680537 0.7697712701914915 -0.86970512095619656 0.14652454130990164 3.4955695279439287 2.7820693893432615 0.13295552002037447 -2.6149646763006849 -1.8166642506917319 2.485502829778762 2.1729882501672817 -0.024512714107873868 -1.2292784148768374 0.0047298835844571613 -2.2412788068771365 1.9688265991210938 0.043552931071464109 1.4584434572855631 -0.17185833595991135 0.22784293764167363 -1.3121641731262208 -1.5597674356188094 -0.029676630136878504 1.2879950627826509 0.2446582990763139 -0.84798997473716742 1.2685033267194574 -0.5282150100526356 leaf_weight=20163 35 304 24 54 31 39 23 20 24 35 2035 1347 33 22 28 28 45 1235 1107 24 23 318 495 20 26 42 24 38 3977 23 134 34 105 33 20 5891 24 27 21 81 16428 38 52175 25 22 10197 33 200 72 30 28 245521 21 147 20 22 21 leaf_count=20163 35 304 24 54 31 39 23 20 24 35 2035 1347 33 22 28 28 45 1235 1107 24 23 318 495 20 26 42 24 38 3977 23 134 34 105 33 20 5891 24 27 21 81 16428 38 52175 25 22 10197 33 200 72 30 28 245521 21 147 20 22 21 internal_value=0 0.605838 6.09634 0.343257 -4.99325 0.560212 -0.0637586 1.10445 0.770195 3.31642 0.487341 0.917714 2.27989 0.568293 -0.220457 0.134051 0.186183 -0.00801881 0.182711 0.568174 3.44052 0.508744 0.955483 1.66445 0.0636 0.220711 1.96476 -0.013189 0.0481169 1.02695 0.0365484 1.00238 -0.0192065 0.787145 0.44914 0.0747261 -0.77854 0.132188 0.141312 1.29843 0.0287071 -0.174784 -0.019663 -0.0238327 0.129138 0.088462 0.041705 0.114455 0.694573 0.0394104 -0.191014 -0.0236473 -0.0228232 -0.161975 0.179132 0.340883 -0.196815 internal_weight=0 4189 180 4009 156 3853 125 102 156 59 3814 1706 337 1369 82 2108 2080 358823 9470 2223 47 2176 853 338 7247 1323 66 349353 31226 354 30872 249 318127 180 515 7221 97 5939 5912 215 30623 73 317947 297721 1257 14174 20226 331 110 20193 1282 297696 16449 1254 147 127 221 internal_count=363012 4189 180 4009 156 3853 125 102 156 59 3814 1706 337 1369 82 2108 2080 358823 9470 2223 47 2176 853 338 7247 1323 66 349353 31226 354 30872 249 318127 180 515 7221 97 5939 5912 215 30623 73 317947 297721 1257 14174 20226 331 110 20193 1282 297696 16449 1254 147 127 221 cat_boundaries=0 1 2 9 14 15 20 21 28 35 36 37 38 cat_threshold=1048576 316 8388608 1073741824 4432 65536 16384 0 4 70369408 134480448 67108880 67109377 8388672 2566 8388608 0 0 0 128 200 3509892 134481008 135266816 1081344 2151683841 2304 64 2684354560 360452 8454161 3259310128 8522753 2218813504 2 52 649 3 is_linear=0 shrinkage=0.01 Tree=231 num_leaves=64 num_cat=10 split_feature=1 25 1 1 6 0 7 8 0 24 1 1 0 2 8 25 2 8 5 5 25 4 8 14 0 4 5 12 6 13 25 7 13 10 24 0 25 4 0 0 2 4 26 11 25 9 9 2 24 1 0 1 2 4 26 24 0 23 1 15 11 9 5 split_gain=1.52923e+07 5.87809e+07 3.67986e+08 4.53196e+07 1.065e+08 2.80132e+07 1.96107e+07 8.68643e+06 6.38415e+06 7.61179e+06 6.02933e+06 6.8745e+06 5.97637e+06 4.22172e+06 4.06344e+06 3.4106e+06 3.4546e+06 3.62637e+06 2.90759e+06 2.87044e+06 2.43026e+06 2.42313e+06 5.79667e+06 2.47702e+06 2.25224e+06 1.97912e+06 1.92695e+06 2.12919e+06 1.77398e+06 1.44854e+06 1.44179e+06 3.20433e+06 2.63629e+06 1.64183e+06 1.42653e+06 1.19293e+06 1.14479e+07 6.50644e+06 1.03661e+07 5.45373e+06 2.20079e+06 1.16255e+06 1.586e+06 1.37923e+06 1.07207e+06 5.00249e+06 3.58588e+07 1.1126e+06 1.01206e+06 1.60844e+06 798128 793765 683992 884589 649072 1.27849e+06 745828 620370 557504 525068 349341 214355 192601 threshold=354.74564000000004 0 2781.5828000000006 2781.5828000000006 2976.3936000000008 2778.6210000000005 2822.9627650000007 1017.6571000000002 111.94437000000001 1 860.12500000000011 1461.4925000000003 2778.6210000000005 2682.0900000000006 228.37750000000003 2 385.09140000000008 362.14375000000007 1146.4585000000004 26.307400000000005 3 172.56650000000002 912.87025000000017 155.60575000000003 887.79240000000016 559.40605000000016 62.716000000000015 1324.2200000000003 1937.6795000000002 1063.1169900000002 4 659.5150000000001 35.992000000000012 941.87500000000011 5 688.40820000000008 6 16.766210000000004 1275.1415000000002 2778.6210000000005 624.21400000000006 431.10050000000007 2022.5000000000002 577.50480000000005 7 395.07800000000003 487.08190000000008 1827.1555000000001 8 241.54760000000002 257.57200000000006 1256.4300000000001 967.39580000000012 172.56650000000002 2022.5000000000002 9 497.59550000000002 4.4670000000000014 11.309400000000002 420.78700000000009 33.865150000000007 114.80675000000001 342.68350000000004 decision_type=2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 9 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=14 2 10 6 5 7 8 19 20 12 24 -12 -10 -11 26 16 29 58 28 -5 51 22 -19 -23 50 60 35 30 48 41 31 33 -33 -28 -22 44 37 38 -37 40 -38 43 -43 -16 45 47 -47 -1 49 -17 61 -3 57 -54 55 -46 -56 -32 -18 -50 -20 -2 -60 right_child=1 3 -4 4 -6 -7 -8 -9 9 13 11 -13 -14 -15 15 18 17 21 25 -21 34 23 -24 -25 -26 -27 27 -29 -30 -31 52 32 -34 -35 -36 36 39 -39 -40 -41 -42 42 -44 -45 54 46 -48 -49 59 -51 -52 -53 53 -55 56 -57 -58 -59 62 -61 -62 -63 -64 leaf_value=0.04847099091411157 -0.031091367176600864 -0.19066394616017299 42.82389929294586 0.77329144066455313 -24.320615081787111 -11.721170886646616 7.6097359603490586 6.2602578069946979 1.4785012937428152 0.40947954918592888 6.1098667117527556 -0.838886121114095 7.0106364555358889 -4.118317089307876 0.23796523621804963 0.2029989454916116 1.1638584787195378 2.0664824886874458 0.13566389465332032 -2.8854311343785879 0.98246387644777089 3.0173864463170372 8.633186742782593 -0.12727451768032341 -3.503967444378397 -4.651578678131103 0.20219723261387174 3.0318822273254393 2.744291678942167 2.7850267039404977 0.017717772600866405 3.8185085038741433 -0.23162272300720216 2.9408028502897783 0.15276106436353237 2.1680619355498769 -0.068333788732649503 -1.0725346469879151 9.1956936943531034 -3.5061498651297196 2.8095793645722522 3.3659688994089763 0.69560658399448838 1.9275243128982247 0.032214910139331074 14.008704556964693 -0.082194776516552118 2.0807044043364349 -0.088624014675401527 1.6646754588782786 1.6252278535262397 -1.066665564625203 0.33297970453898112 -1.9386065692901611 -0.033386595564664792 -0.025949861879541701 -0.72516181242771638 0.87745769859762757 -0.18183373133341474 -1.143836339378357 -1.733402871608734 -1.3339852793320366 -1.5105588555335998 leaf_weight=12039 28 791 24 51 24 22 39 22 827 1062 35 24 20 21 918 1277 22 41 20 37 297 60 20 43 23 20 4428 25 26 27 6667 45 25 22 677 61 521 26 32 46 28 30 86 51 57460 21 129 27 829 80 23 119 30 40 162898 110348 156 85 24 50 20 23 20 leaf_count=12039 28 791 24 51 24 22 39 22 827 1062 35 24 20 21 918 1277 22 41 20 37 297 60 20 43 23 20 4428 25 26 27 6667 45 25 22 677 61 521 26 32 46 28 30 86 51 57460 21 129 27 829 80 23 119 30 40 162898 110348 156 85 24 50 20 23 20 internal_value=0 0.599779 6.03538 0.339824 -4.94332 -1.42018 0.55461 0.640023 0.482467 0.886692 0.762493 3.28326 1.59035 0.31874 -0.00793856 0.323376 0.722443 1.84343 0.08924 -0.765035 0.0683731 2.64 4.2195 1.70457 -0.770755 -2.08311 -0.0113566 0.116743 0.147256 0.49708 0.110318 0.24858 2.37203 0.215736 0.413174 -0.015592 0.392733 3.09014 4.58617 -0.195399 0.078445 0.440145 1.38622 0.326889 -0.0164418 0.0755195 1.89053 0.0530185 0.117058 0.287055 0.078757 -0.3019 0.0183187 -0.96507 -0.0198388 -0.00603299 -0.0340484 0.0285409 -0.135914 -0.146975 -0.798869 -0.618671 -0.7858 internal_weight=0 4189 180 4009 156 132 3853 110 3814 1930 156 59 847 1083 358823 3664 1342 230 2322 88 1884 164 61 103 97 60 355159 11367 2262 1112 11342 4520 70 4450 974 343792 714 119 93 595 549 1085 116 969 343078 12216 150 12066 2236 1357 74 910 6822 70 330862 167808 163054 6752 66 879 40 51 44 internal_count=363012 4189 180 4009 156 132 3853 110 3814 1930 156 59 847 1083 358823 3664 1342 230 2322 88 1884 164 61 103 97 60 355159 11367 2262 1112 11342 4520 70 4450 974 343792 714 119 93 595 549 1085 116 969 343078 12216 150 12066 2236 1357 74 910 6822 70 330862 167808 163054 6752 66 879 40 51 44 cat_boundaries=0 1 2 8 15 20 21 28 34 35 36 cat_threshold=1048576 316 741721120 1207960640 16 2215641089 4096 2 2292548100 65636 524545 3254845472 2048 2 4 69502592 1082491424 524292 2214854657 4199744 1080 135266816 262144 0 0 0 0 128 2155872256 65540 65537 37757472 3713 2218813504 3874 23 is_linear=0 shrinkage=0.01 Tree=232 num_leaves=49 num_cat=8 split_feature=0 25 0 3 0 5 4 5 25 0 4 0 5 4 9 3 21 0 4 6 25 3 6 3 3 4 17 12 8 12 8 0 25 8 11 25 9 5 25 10 3 25 0 25 8 3 7 0 split_gain=1.24088e+07 7.09654e+07 3.26618e+08 6.80501e+07 8.72072e+07 1.97255e+07 1.45866e+07 3.97434e+07 6.20647e+06 1.57982e+07 2.93028e+07 4.56599e+06 9.78101e+06 1.23378e+07 6.23337e+06 5.11744e+06 4.98728e+06 4.25445e+06 4.62885e+06 3.1735e+06 3.59066e+06 9.43534e+06 3.44806e+06 3.29051e+06 3.06018e+06 2.81967e+06 2.25663e+06 5.15882e+06 2.16215e+06 1.93503e+06 4.67087e+06 1.49424e+06 1.40332e+06 1.35859e+06 1.2983e+06 6.31413e+06 4.63651e+07 1.13256e+06 927519 2.39228e+06 962773 919387 904661 830159 1.00462e+06 312620 60435.5 59047.4 threshold=286.09000000000009 0 2778.6210000000005 2725.8677800000005 2778.6210000000005 1561.8224400000001 2693.9010000000007 278.16000000000003 1 1275.1415000000002 14.450258500000002 2778.6210000000005 1561.8224400000001 1888.1190000000004 1329.0550000000001 149.268 889.3329500000001 591.40200000000016 14.956000000000001 155.78 2 481.20000000000005 551.27100000000007 2725.8677800000005 648.27500000000009 629.95226050000008 1381.0875000000003 414.53978000000001 711.30690000000016 911.29109000000005 325.49275000000006 174.79296150000002 3 311.75250000000005 75.151416000000026 4 117.30870000000002 342.68350000000004 5 1564.7167200000001 2725.8677800000005 6 992.19979999999998 7 1973.6620000000003 216.01200000000003 54.239850000000004 412.19925000000006 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 9 2 2 9 2 9 2 2 2 2 left_child=6 2 17 8 5 -5 19 -8 9 29 -11 12 16 -14 15 -13 -10 45 42 28 21 25 -23 26 37 33 32 -28 34 30 -3 43 -22 -21 38 36 -36 -20 39 -1 -40 -37 -19 46 -45 47 -30 -2 right_child=1 3 -4 4 -6 -7 7 -9 11 10 -12 14 13 -15 -16 -17 -18 18 24 20 23 22 -24 -25 -26 -27 27 -29 31 -31 -32 -33 -34 -35 35 41 -38 -39 40 -41 -42 -43 -44 44 -46 -47 -48 -49 leaf_value=0.038452234809860902 -0.15609997707864512 0.48034434048006835 40.279810839843748 2.79154759316831 -23.084586486816406 -9.5348468742370613 -0.68304357437860408 16.444254392623904 0.24939886162097455 16.317992149353028 0.69141377226511636 -2.1295098915570221 1.2596222895642986 8.4683994576334953 -6.5503136435009184 2.5426324451991493 4.728044549560547 4.0343534736633302 1.347766481399536 0.23984186818870756 0.27670202579740322 6.8152569983346121 1.6897367360478357 -3.9070184211730958 3.9406010126184534 4.2388164710998533 6.1527296934127813 -0.79160307552503495 -0.20311119854450227 -2.1828027801513672 4.4316417290823802 2.7780392234556137 -0.055927106800547043 2.1447931191979386 0.039697939922181215 -0.094325285331247677 16.40329688215256 -1.9402097285877573 -0.021108326246379653 2.7326693598429364 1.9818535804748536 0.16276691720016465 7.0060892568315776 0.52633239812756838 2.0430073349148619 -1.234978153394616 -0.8177020015716554 0.56855549075386747 leaf_weight=25250 23 206 25 37 28 20 42 20 4570 20 30 71 92 32 21 35 25 20 20 431 3029 35 21 20 27 20 20 23 80 20 35 31 2177 41 129 2081 20 22 319504 33 24 4161 21 304 51 23 20 22 leaf_count=25250 23 206 25 37 28 20 42 20 4570 20 30 71 92 32 21 35 25 20 20 431 3029 35 21 20 27 20 20 23 80 20 35 31 2177 41 129 2081 20 22 319504 33 24 4161 21 304 51 23 20 22 internal_value=0 0.472872 6.13141 0.241583 -8.63268 -1.5335 -0.00813099 4.84189 0.388321 1.73677 6.94205 0.297584 0.348554 3.11995 -1.57291 -0.586821 0.273766 1.67975 2.89529 -0.0089721 0.222691 0.985848 4.89319 0.141181 1.31401 0.561148 0.156874 2.43832 -0.0128039 0.806139 1.05418 0.653734 0.13803 0.405314 -0.0137262 0.1275 2.09552 -0.374507 -0.0163438 0.0419522 -0.0209572 0.077042 5.55646 0.509001 0.723831 -0.286567 -0.29639 0.198176 internal_weight=0 5445 203 5242 85 57 357567 62 5157 311 50 4846 4719 124 127 106 4595 178 110 357505 5817 548 56 5269 69 492 5249 43 351688 261 241 486 5206 472 351202 6391 149 42 344811 25283 319528 6242 41 455 355 68 100 45 internal_count=363012 5445 203 5242 85 57 357567 62 5157 311 50 4846 4719 124 127 106 4595 178 110 357505 5817 548 56 5269 69 492 5249 43 351688 261 241 486 5206 472 351202 6391 149 42 344811 25283 319528 6242 41 455 355 68 100 45 cat_boundaries=0 1 7 13 20 24 31 38 45 cat_threshold=1048576 8405504 0 16 0 0 16384 2097152 134218304 16 67174912 86016 16384 134595588 1141146920 235410180 131073 1344 258 128 8388736 0 0 262144 2684354560 327684 8388673 3327140400 138880 2218797136 2 1678278660 1082130710 277088320 3324117154 28736 0 128 2147483648 262208 64 4194336 0 0 128 is_linear=0 shrinkage=0.01 Tree=233 num_leaves=37 num_cat=6 split_feature=19 17 0 25 0 3 0 4 3 11 25 0 26 0 9 0 0 8 23 6 25 3 6 3 4 17 8 8 24 10 11 25 25 0 3 0 split_gain=1.42003e+07 2.22377e+07 1.00262e+07 5.27994e+07 2.39741e+08 6.2168e+07 9.53218e+07 1.42963e+07 2.53944e+07 6.95615e+06 6.31759e+06 1.12455e+07 2.66637e+07 4.41439e+06 7.63487e+06 4.28903e+06 4.56157e+06 5.32463e+06 3.20074e+06 3.07295e+06 3.53184e+06 9.24757e+06 3.37945e+06 3.22261e+06 2.76356e+06 2.30553e+06 2.1179e+06 2.06224e+06 1.59944e+06 3.80008e+06 1.29548e+06 6.4051e+06 909710 815523 265948 57872.4 threshold=3260.8512500000006 1071.2935000000002 286.09000000000009 0 2778.6210000000005 2725.8677800000005 2778.6210000000005 2693.9010000000007 117.64300000000001 254.38525000000004 1 992.19979999999998 2022.5000000000002 2778.6210000000005 1135.3321000000003 591.40200000000016 1275.1415000000002 22.577500000000004 8.5912500000000005 155.78 2 481.20000000000005 551.27100000000007 2725.8677800000005 629.95226050000008 1381.0875000000003 711.30690000000016 912.87025000000017 3 335.61025000000001 75.151416000000026 4 5 116.97250000000001 216.01200000000003 412.19925000000006 decision_type=2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 9 9 2 2 2 left_child=2 -2 7 4 15 10 9 19 -9 -7 11 27 -13 18 -15 34 17 -17 -12 26 21 24 -23 25 -21 -22 30 -5 29 -28 32 -32 -1 -30 35 -4 right_child=1 -3 3 5 -6 6 -8 8 -10 -11 13 12 -14 14 -16 16 -18 -19 -20 20 23 22 -24 -25 -26 -27 28 -29 33 -31 31 -33 -34 -35 -36 -37 leaf_value=0.041557957158450065 -1.3032679464703514 13.430443730354309 -0.15453896232273268 0.35768705094114261 36.760310851010409 -4.103310167948405 -23.79928867198803 -0.82761935343061166 12.08007295679163 3.0389412145614627 0.28506551658887469 9.6989818119049076 -0.26592479130317426 -0.50347745806279809 -7.2774244422912604 6.9187504147260626 -0.0038757411411830356 1.5460316859654017 3.2381093102532463 0.40126118979558856 0.13496728493010166 6.7471046746117729 1.6728394049689883 -3.8679483089447024 4.196428333282471 2.4873410233997162 0.81067309746871119 3.4717800816245701 -0.17859243887463255 4.8513978400597209 2.1767671875105608 0.078358545812334771 -0.020746990383710889 1.6682042877762409 -1.1453918483040548 0.56286985375664456 leaf_weight=25281 21 20 23 282 22 30 27 35 27 25 4584 50 58 99 20 39 35 35 37 472 5204 35 21 20 20 42 222 23 209 26 139 6247 319511 27 22 22 leaf_count=25281 21 20 23 282 22 30 27 35 27 25 4584 50 58 99 20 39 35 35 37 472 5204 35 21 20 20 42 222 23 209 26 139 6247 319511 27 22 22 internal_value=0 5.88391 -0.00157167 0.424785 5.36617 0.227206 -8.41106 -0.00805042 4.79347 -0.856832 0.365108 1.53722 4.34746 0.259191 -1.64196 1.7468 2.9707 4.3776 0.30871 -0.00888319 0.21914 0.975989 4.84426 0.138264 0.555536 0.153801 -0.0126531 0.59252 0.648391 1.18646 -0.0135641 0.127565 -0.016178 0.0313646 -0.244327 0.196194 internal_weight=0 41 362971 5433 198 5235 82 357538 62 55 5153 413 108 4740 119 176 109 74 4621 357476 5814 548 56 5266 492 5246 351662 305 484 248 351178 6386 344792 236 67 45 internal_count=363012 41 362971 5433 198 5235 82 357538 62 55 5153 413 108 4740 119 176 109 74 4621 357476 5814 548 56 5266 492 5246 351662 305 484 248 351178 6386 344792 236 67 45 cat_boundaries=0 1 7 13 14 18 25 cat_threshold=1048576 8405504 134218240 16 0 16384 16384 2097152 134218304 16 67174912 86016 16384 3587 8388608 0 0 262145 2684354560 327684 8388673 3327140400 138880 2218797136 2 is_linear=0 shrinkage=0.01 Tree=234 num_leaves=57 num_cat=11 split_feature=1 25 1 1 3 7 13 11 0 24 0 1 3 5 8 25 25 3 0 13 0 5 25 0 5 12 6 25 7 24 10 0 25 0 26 0 0 1 8 25 9 9 0 7 24 1 3 1 0 5 26 11 0 25 15 9 split_gain=1.46326e+07 5.55162e+07 3.53493e+08 4.37451e+07 1.45707e+08 1.93871e+07 7.24086e+06 7.15687e+06 6.19058e+06 7.44465e+06 6.00933e+06 5.73012e+06 9.95648e+06 4.22333e+06 3.87258e+06 3.36353e+06 3.14464e+06 2.86455e+06 4.10345e+06 3.8055e+06 3.94177e+06 2.86389e+06 2.37818e+06 2.33859e+06 1.84963e+06 2.06541e+06 1.74715e+06 1.41456e+06 4.54689e+06 1.40139e+06 1.31014e+06 1.09629e+06 1.10101e+07 5.98647e+06 1.73281e+07 5.22494e+06 4.89907e+06 1.78736e+06 1.0721e+06 1.0281e+06 4.77972e+06 3.32924e+07 1.03942e+06 990644 925088 1.69686e+06 880225 780636 769356 725387 658709 657668 796651 639322 521438 212019 threshold=354.74564000000004 0 2781.5828000000006 2781.5828000000006 2725.8677800000005 2822.9627650000007 942.81900000000007 137.52300000000002 111.94437000000001 1 2778.6210000000005 860.12500000000011 132.01500000000001 42.227750000000007 228.37750000000003 2 3 1118.1025000000002 174.79296150000002 1063.1169900000002 1519.5755740000002 1146.4585000000004 4 887.79240000000016 62.716000000000015 1324.2200000000003 1937.6795000000002 5 659.5150000000001 6 676.98000000000013 688.40820000000008 7 1275.1415000000002 2022.5000000000002 2778.6210000000005 804.19674500000008 148.22950000000003 104.25500000000001 8 395.07800000000003 487.08190000000008 346.24075000000011 37.239300000000007 9 241.54760000000002 2725.8677800000005 1256.4300000000001 257.57200000000006 317.87750000000005 2022.5000000000002 127.12950000000002 992.19979999999998 10 420.78700000000009 114.80675000000001 decision_type=2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 9 9 2 2 2 2 2 9 2 2 2 2 9 2 1 2 2 9 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 left_child=14 2 11 5 6 8 7 13 22 10 -10 23 -13 -5 24 17 -11 19 -19 20 43 26 47 48 31 27 44 28 38 -24 -23 39 33 36 -35 37 -33 -34 -26 40 42 -42 -1 -16 45 -17 50 -3 55 -30 -41 52 -29 -53 -46 -2 right_child=1 3 -4 4 -6 -7 -8 -9 9 16 -12 12 -14 -15 15 21 -18 18 -20 -21 -22 30 29 -25 25 -27 -28 51 49 -31 -32 32 35 34 -36 -37 -38 -39 -40 46 41 -43 -44 -45 54 -47 -48 -49 -50 -51 -52 53 -54 -55 -56 -57 leaf_value=0.04102491231805127 -0.030793666158403669 -0.19038285228672205 41.92348267237346 1.6066166717529295 -24.263190076274256 7.5598755215375855 -5.1121080726125969 6.4628067512512217 1.4547714243086896 0.73676418146282308 7.0021402845382692 8.1169160215059915 -0.24564310346330917 -3.0457572880387307 0.16027240356014358 0.18395235921949721 -0.3604513311827624 -0.038495495205833799 6.0144338289896648 3.8784867526463103 4.7339482558857311 -0.99325023565536896 -0.068178735612606525 -3.5811787049666699 0.19798359895075726 2.9855526107788086 2.7135194624387298 0.036278752404678358 2.2644235887350859 0.70913753492491582 -4.0913313238961351 5.4839750671386716 -0.16807347588447619 12.436700935363771 -0.42425933074951178 -3.4410198170983275 -0.027164613670772976 1.4491133575439454 0.99380518169796217 -0.0057250479349413531 13.210462395928124 -0.091361088312589211 0.9263606001725837 0.71914937735750328 -0.088829201762285204 1.7133748221707035 1.7534579110145569 -1.059109500115659 1.5879191390327785 4.7106103350899433 -0.033985272815065443 0.65473645681269532 -1.3443867692493257 0.10639445639378506 -1.1408268461227418 -1.3265673899132273 leaf_weight=12782 28 791 24 50 31 39 23 20 827 661 20 24 35 32 582 1253 422 21 24 35 22 39 382 23 1700 25 26 8431 27 592 21 23 469 22 20 46 54 80 188 167337 22 130 134 697 817 77 28 119 23 22 162645 331 42 601 50 23 leaf_count=12782 28 791 24 50 31 39 23 20 827 661 20 24 35 32 582 1253 422 21 24 35 22 39 382 23 1700 25 26 8431 27 592 21 23 469 22 20 46 54 80 188 167337 22 130 134 697 817 77 28 119 23 22 162645 331 42 601 50 23 internal_value=0 0.586707 5.86923 0.334053 -4.8565 0.545075 -0.043646 1.09924 0.473346 0.871395 1.56726 0.698655 3.15608 -0.208944 -0.0077571 0.315683 0.309839 0.703061 3.18973 0.624566 0.537027 0.0779347 0.0655774 -0.796064 -0.0110939 0.11441 0.136464 0.108081 0.353457 0.406682 -2.07758 -0.0152435 0.376194 3.0216 6.31243 -0.200305 1.61902 0.0675822 0.277229 -0.0160581 0.0709027 1.8339 0.05021 0.464836 0.105966 0.270464 -0.0195032 -0.300681 0.0695793 3.36271 -0.0196542 0.0571082 0.0294349 0.309305 -0.147793 -0.615162 internal_weight=0 4189 180 4009 156 3853 125 102 3814 1930 847 156 59 82 358823 3664 1083 1381 45 1336 1301 2283 1884 97 355159 11367 2223 11342 1937 974 60 343792 714 119 42 595 77 549 1888 343078 13068 152 12916 1279 2197 1330 330010 910 74 49 329982 9405 8473 932 867 51 internal_count=363012 4189 180 4009 156 3853 125 102 3814 1930 847 156 59 82 358823 3664 1083 1381 45 1336 1301 2283 1884 97 355159 11367 2223 11342 1937 974 60 343792 714 119 42 595 77 549 1888 343078 13068 152 12916 1279 2197 1330 330010 910 74 49 329982 9405 8473 932 867 51 cat_boundaries=0 1 2 8 15 22 27 28 35 42 43 49 cat_threshold=1048576 316 741721124 1207960640 16 2215641089 4096 2 2147328 134218816 4352 0 0 0 132 2292548100 65636 524545 3254845472 2048 2 4 67141760 1082425888 524288 2147745793 1088 2691 135266816 262144 0 0 0 0 128 2155872256 1114116 65537 37757472 134785 2218813504 2 3874 3474948 64 134217728 0 4194304 2 is_linear=0 shrinkage=0.01 Tree=235 num_leaves=52 num_cat=4 split_feature=3 2 12 9 7 0 24 0 26 0 0 13 2 1 0 20 24 7 1 6 2 19 0 3 1 1 5 1 15 5 7 0 9 16 18 3 1 7 9 24 2 15 7 0 26 24 7 9 8 11 3 split_gain=4.29722e+07 6.378e+07 1.10029e+08 1.29199e+07 1.4536e+07 8.37278e+06 7.72033e+06 3.25291e+07 7.76158e+06 1.14223e+07 7.88233e+06 5.8573e+06 5.37854e+06 4.76213e+06 3.89891e+06 6.02576e+06 3.68999e+06 3.8302e+06 5.66275e+06 2.6223e+06 2.5874e+06 3.13887e+06 3.73571e+06 1.16219e+07 2.68286e+06 4.80868e+06 7.49895e+06 2.48889e+06 2.35625e+06 1.85122e+06 2.69285e+06 1.49097e+06 1.48862e+06 1.47746e+06 1.45689e+06 1.18939e+06 1.17548e+06 1.01407e+06 929103 6.49523e+06 1.75584e+07 3.73154e+06 1.61905e+06 800886 721190 1.441e+06 716728 901898 592221 560256 384611 threshold=2725.8677800000005 2682.0900000000006 85.709000000000017 360.85390500000005 112.55400000000002 286.09000000000009 0 2778.6210000000005 2022.5000000000002 1117.6621800000003 1519.5755740000002 270.01250000000005 210.00800000000001 631.04475000000014 1117.6621800000003 252.44950000000003 1 2822.9627650000007 1892.2623000000001 652.29725000000008 69.712000000000018 218.88300000000001 137.52300000000002 481.20000000000005 1892.2623000000001 1256.4300000000001 82.565600000000003 61.215000000000003 830.0725000000001 172.37350000000004 195.97075000000004 2778.6210000000005 658.43074000000013 800.99300000000005 365.68850000000003 698.94000000000005 2.1027390000000006 145.83750000000003 243.05600000000001 2 27.046500000000005 74.41200000000002 2822.9627650000007 39.765000000000008 2022.5000000000002 3 1131.6606400000003 1022.5259020000002 1148.5039000000004 33.32500000000001 97.099150000000023 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 left_child=5 3 -3 4 13 20 7 8 9 27 -11 -5 14 -2 29 31 28 18 -18 37 38 24 35 50 25 36 -27 -7 34 33 -31 -16 -21 -8 -14 43 -22 -10 42 40 41 -40 44 -23 45 -1 48 -48 -41 -46 -24 right_child=1 2 -4 11 -6 6 12 -9 19 10 -12 -13 16 -15 15 -17 17 -19 -20 32 21 22 23 -25 -26 26 -28 -29 -30 30 -32 -33 -34 -35 -36 -37 -38 -39 39 46 -42 -43 -44 -45 49 -47 47 -49 -50 -51 -52 leaf_value=0.092973082339996321 -1.4924168856003706 1.1155296749538846 31.242687513178044 -7.1443574223518374 10.295629031243532 0.6670397205052413 -0.076591341033074606 11.307332522484565 -0.65066650680793348 9.542101334889729 2.2308175724950332 0.11620035934448243 -0.5570680589758592 4.478537514426491 -1.1500817777853474 3.7700607462724047 0.75010796779812117 -2.7439166220303242 3.1851493436387446 0.19890408039093019 0.0025203310796188976 0.25848826954964876 1.7362896134636621 8.9749105157022893 -2.5830834584622773 -1.0779562779835292 5.7812983791248227 2.5099402552669487 -3.8325527305603027 0.078254038297360953 1.624230587889919 -3.1357415598630904 3.8277586643512436 2.5900756563459124 2.025510123062134 -1.8785545964241026 0.19573708283825608 0.37477747458916205 0.21598128434355932 -0.051014534463971868 8.1767071260724755 3.081093991604718 2.5827188825607301 1.5776447427450722 -0.033592206122763091 -0.0092412443224498628 -0.0020635034487797663 -2.7531313193928111 1.2634767183576312 0.047697958417809647 0.097293524567673859 leaf_weight=15111 34 27 22 20 23 254 1954 31 258 30 29 25 173 22 269 24 1312 29 103 20 6266 147 22 23 37 28 37 103 20 310 177 44 26 21 25 20 6329 154 262 1653 35 55 24 67 160877 156970 26 22 35 8950 41 leaf_count=15111 34 27 22 20 23 254 1954 31 258 30 29 25 173 22 269 24 1312 29 103 20 6266 147 22 23 37 28 37 103 20 310 177 44 26 21 25 20 6329 154 262 1653 35 55 24 67 160877 156970 26 22 35 8950 41 internal_value=0 4.98301 14.642 1.16615 3.60234 -0.00209303 0.389983 1.22708 0.883584 1.87238 5.94842 -3.11071 0.216924 0.853315 -0.0501549 -1.05894 0.668022 0.847757 0.927358 -0.0145337 -0.00798564 0.130407 1.10856 2.89082 0.105754 0.113613 2.82654 1.19874 -0.536781 0.0879284 0.640139 -1.42922 2.25 -0.0482369 -0.230985 0.453542 0.0996119 -0.267369 -0.0132221 0.197081 1.41501 0.713083 -0.0145063 0.671495 -0.0146886 -0.000260601 -0.0576907 -1.26297 -0.0237591 -0.0293082 0.669641 internal_weight=0 173 49 124 79 362403 5366 905 874 416 59 45 4461 56 2799 337 1662 1444 1415 458 357037 13017 320 86 12697 12660 65 357 218 2462 487 313 46 1975 198 234 12595 412 344020 2088 352 317 341932 214 341908 172081 1736 48 1688 169827 63 internal_count=362576 173 49 124 79 362403 5366 905 874 416 59 45 4461 56 2799 337 1662 1444 1415 458 357037 13017 320 86 12697 12660 65 357 218 2462 487 313 46 1975 198 234 12595 412 344020 2088 352 317 341932 214 341908 172081 1736 48 1688 169827 63 cat_boundaries=0 1 2 3 4 cat_threshold=6 128 272 1 is_linear=0 shrinkage=0.01 Tree=236 num_leaves=42 num_cat=6 split_feature=0 1 8 2 25 3 11 3 6 16 14 8 4 1 1 26 3 6 1 6 1 25 9 5 1 26 0 1 4 25 25 5 3 3 25 25 0 0 4 5 0 split_gain=4.22221e+07 8.71118e+07 1.26336e+08 8.67114e+06 9.0587e+06 2.58233e+07 2.67411e+07 1.45773e+07 8.22911e+06 6.68162e+06 6.3845e+06 5.97174e+06 4.87304e+06 4.65211e+06 2.9173e+06 2.17288e+06 1.9047e+06 3.1811e+06 2.4239e+06 1.84375e+06 1.72625e+06 3.98106e+06 1.99207e+07 3.19168e+07 8.02688e+06 8.53139e+06 3.47208e+06 1.6836e+06 1.3516e+06 1.26547e+06 1.19142e+06 1.01211e+06 2.36091e+06 970735 936219 722932 2.76789e+06 911914 537062 200971 31338.3 threshold=2778.6210000000005 2781.5828000000006 271.4876000000001 189.07500000000002 0 2725.8677800000005 494.63774999999993 2725.8677800000005 1937.6795000000002 52.257449999999999 1929.7000000000003 311.75250000000005 1888.1190000000004 585.22500000000014 1256.4300000000001 2022.5000000000002 1118.1025000000002 1937.6795000000002 1892.2623000000001 1324.2200000000003 19.406930000000006 1 375.64974000000007 162.66100000000003 786.89439000000004 2022.5000000000002 332.68500000000006 2781.5828000000006 259.56000000000006 2 3 1561.8224400000001 122.68200000000002 2725.8677800000005 4 5 1275.1415000000002 1117.6621800000003 25.799390000000006 2871.8940000000007 54.605550000000008 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 9 2 2 2 9 9 2 2 2 2 2 left_child=3 9 -3 20 5 8 -7 16 10 12 14 -10 13 15 -5 -2 17 30 19 -18 31 22 24 -24 26 -26 -22 28 34 -30 -6 33 38 35 -23 37 -37 -1 39 -33 -29 right_child=1 2 -4 4 7 6 -8 -9 11 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 21 27 23 -25 25 -27 -28 40 29 -31 -32 32 -34 -35 -36 36 -38 -39 -40 -41 -42 leaf_value=0.048555097614654652 3.8115133212594423 32.588075815836589 0.77132726229154147 0.43178429608582153 -0.21801371629462649 14.635375895323577 0.4265358154590313 -6.5853334487568249 8.2837459696894111 4.9406060373372043 5.2220604732118812 1.8278053178285298 -4.7876887802850634 -2.7353616117608959 1.7879179499262856 0.011707654529147678 0.17539811154847507 4.0082054674057739 -4.1032520419901068 -2.7929774630511246 -0.013452621134694176 0.09233080424664547 16.548278469085695 -1.3169957466125488 7.2363947147481582 -0.37316145676832935 2.6072666524957726 -1.6968351898193359 -0.27645403325808149 0.55229703488890103 0.19544288098382206 0.99281394169248394 4.0330638904571536 -1.9863156373977662 -0.031647691416659629 -0.019941938965683338 1.6695511027463934 -1.0019145761053248 -0.99503362960815422 -0.12968664169311522 -2.2499368558611188 leaf_weight=19018 34 24 26 2843 882 27 26 33 23 29 29 38 21 29 168 27 93 21 22 27 792 12559 20 20 34 26 54 20 228 897 3205 58 20 25 11813 309117 97 83 25 22 21 leaf_count=19018 34 24 26 2843 882 27 26 33 23 29 29 38 21 29 168 27 93 21 22 27 792 12559 20 20 34 26 54 20 228 897 3205 58 20 25 11813 309117 97 83 25 22 21 internal_value=0 4.71309 16.0434 -0.0021882 0.335749 0.74134 7.665 0.035259 0.625397 0.666558 0.552425 4.26201 -0.450085 0.562023 0.50745 2.12963 0.0867489 0.126108 -1.0519 -0.492486 -0.00926877 0.0683955 0.701986 7.61564 0.404496 3.93892 0.153827 0.0446331 0.0479065 0.386789 0.106161 -0.0155308 0.884124 -0.0158733 0.0322639 -0.0157233 -0.0194113 0.0439674 0.284326 0.684126 -1.98013 internal_weight=0 190 50 362386 7437 3154 53 4283 3101 140 3040 61 111 90 3011 61 4250 4108 142 120 354949 26484 946 40 906 60 846 25538 25497 1125 4087 328465 125 328340 24372 328315 309214 19101 105 80 41 internal_count=362576 190 50 362386 7437 3154 53 4283 3101 140 3040 61 111 90 3011 61 4250 4108 142 120 354949 26484 946 40 906 60 846 25538 25497 1125 4087 328465 125 328340 24372 328315 309214 19101 105 80 41 cat_boundaries=0 7 12 19 26 33 39 cat_threshold=2218049568 142868992 67109136 262145 8409088 16384 128 9437312 0 67108928 0 33408 262148 262144 134218256 1073741825 0 0 128 545783940 67174704 33557573 2253586466 2048 0 64 2408964 134219264 169349904 72679424 2151698688 2370 64 3759144960 1409028 8455172 2186289440 8554497 2155949060 is_linear=0 shrinkage=0.01 Tree=237 num_leaves=52 num_cat=9 split_feature=3 2 0 9 7 14 0 25 0 24 25 1 26 2 0 2 3 2 26 24 0 20 5 25 8 3 9 7 4 25 5 3 19 2 0 0 2 0 24 6 9 25 15 18 8 7 6 1 2 25 8 split_gain=4.16268e+07 6.19295e+07 4.72807e+07 1.26377e+07 1.41719e+07 8.68649e+06 8.05608e+06 1.20374e+07 3.0261e+07 5.43631e+06 5.08738e+06 4.63598e+06 4.5711e+06 5.75369e+06 4.37653e+06 5.22091e+06 4.83464e+06 4.53261e+06 4.36962e+06 8.51019e+06 1.54104e+07 4.70961e+06 3.97104e+06 3.94617e+06 3.66496e+06 3.5861e+06 3.21984e+06 2.61627e+06 2.609e+06 4.65911e+06 9.88319e+06 1.57773e+07 2.27899e+06 2.26991e+06 2.05011e+06 1.66108e+06 4.34816e+06 1.65708e+06 1.56053e+06 1.50415e+06 1.45167e+06 1.08279e+07 4.2739e+07 2.24444e+06 1.38913e+06 1.18855e+06 1.06995e+06 2.61434e+06 877602 747772 519976 threshold=2725.8677800000005 2682.0900000000006 2778.6210000000005 360.85390500000005 112.55400000000002 220.43000000000004 286.09000000000009 0 1884.2950000000003 1 2 631.04475000000014 2022.5000000000002 7.7315000000000014 1884.2950000000003 723.85250000000008 7.9742500000000005 1107.4580000000003 2022.5000000000002 3 1275.1415000000002 542.67999999999995 179.89500000000001 4 423.76650000000006 358.01332900000006 250.65000000000003 1941.9625000000003 309.63250000000005 5 584.10300000000018 216.01200000000003 137.65125000000003 1827.1555000000001 747.41500000000008 39.074400000000004 1107.4580000000003 887.79240000000016 6 610.50250000000017 274.34750000000008 7 11.606362000000003 1530.3410000000001 7.7340000000000009 2822.9627650000007 137.52500000000001 1256.4300000000001 1827.1555000000001 8 7.9611000000000001 decision_type=2 2 2 2 2 2 2 9 2 1 9 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 9 2 left_child=6 3 -3 4 11 -5 28 8 9 12 18 -2 13 -8 17 16 -16 38 19 20 -9 23 -19 -20 -23 37 -14 -21 40 30 32 -32 44 35 -27 39 -37 -11 -12 -31 45 42 50 49 -30 46 48 -48 -1 -43 -42 right_child=1 2 -4 5 -6 -7 7 10 -10 25 14 -13 26 -15 15 -17 -18 22 21 27 -22 24 -24 -25 -26 34 -28 -29 29 33 31 -33 -34 -35 -36 36 -38 -39 -40 -41 41 43 -44 -45 -46 -47 47 -49 -50 -51 -52 leaf_value=-0.014404082759987372 -1.4760962562000051 3.5400798554853958 23.289158895987054 -7.7835066858359747 10.161663187690404 1.0231918100516002 7.948379121903451 1.1275428566380388 10.973620897134145 -0.36954421395605258 0.41822017814431872 4.4152440955422136 -0.79699859899633074 1.0687899131774903 -2.5607991709438238 -6.5682118806384864 2.8990908912990405 6.4495131340026859 -1.6399093536930229 0.025789426583096495 5.3431970660521255 5.0580965435143677 0.61534404277801513 0.18896950281861458 0.72897773613532379 0.44545770498422477 4.2596148200035095 3.5308625784787266 -0.012722739473221794 0.065945630799646965 12.093320162636894 0.5362979782952203 3.9962190833091733 -2.4706916797522345 4.7040502910614013 0.41865833892958637 4.8304542516625446 -3.2869693290710451 -0.21149655016837199 -1.2221824725717307 -0.40068830746870776 -0.22541126726391722 15.943619582002814 3.2591863250732422 1.3927274840963739 2.0861486887048795 0.11505272584874385 3.1791314097813199 0.9732022304534913 0.18235646740216571 1.3098068124276621 leaf_weight=346771 34 22 27 21 23 24 31 613 36 88 508 22 34 20 55 21 23 20 121 665 101 33 28 1177 48 26 20 22 189 1627 21 27 20 33 20 778 23 25 1631 96 52 663 22 22 112 27 5061 28 90 1348 27 leaf_count=346771 34 22 27 21 23 24 31 613 36 88 508 22 34 20 55 21 23 20 121 665 101 33 28 1177 48 26 20 22 189 1627 21 27 20 33 20 778 23 25 1631 96 52 663 22 22 112 27 5061 28 90 1348 27 internal_value=0 4.90438 14.4222 1.1433 3.55274 -3.0866 -0.00206107 0.382528 2.29642 1.20015 0.264137 0.838359 2.83365 5.2505 -0.0854988 -2.1424 -0.950832 0.0072209 0.550918 0.946235 1.70006 0.15329 3.04625 0.00730252 2.49269 -0.0534392 1.07582 0.136053 -0.00784116 0.28954 1.32439 5.5925 0.727431 0.134495 2.29702 0.169089 0.545339 -1.01499 -0.0609761 -0.00582471 -0.0102984 0.249732 3.29089 0.082056 0.510235 -0.0118749 -0.0120359 0.131911 -0.0141478 0.0477068 0.183911 internal_weight=0 173 49 124 79 45 362403 5366 300 264 5066 56 105 51 2286 99 78 2187 2780 1401 714 1379 48 1298 81 159 54 687 357037 2926 369 48 321 2557 46 2524 801 113 2139 1723 354111 2134 101 2033 301 351977 351950 5089 346861 2011 79 internal_count=362576 173 49 124 79 45 362403 5366 300 264 5066 56 105 51 2286 99 78 2187 2780 1401 714 1379 48 1298 81 159 54 687 357037 2926 369 48 321 2557 46 2524 801 113 2139 1723 354111 2134 101 2033 301 351977 351950 5089 346861 2011 79 cat_boundaries=0 6 7 14 15 19 24 25 29 35 cat_threshold=1048576 134217728 67108864 65536 0 16384 1110 203801248 8390144 33554704 1077936128 4210688 130 4 350 0 0 0 1073741824 1049600 1074004480 16 327681 20480 536 75497472 32 1048576 4194304 135381504 16843776 81 65569 8388608 130 is_linear=0 shrinkage=0.01 Tree=238 num_leaves=50 num_cat=3 split_feature=3 2 10 9 7 14 0 24 0 26 0 0 2 1 0 24 7 1 4 6 4 5 8 5 5 8 10 1 15 10 2 5 7 0 16 14 9 24 10 14 18 7 0 6 1 7 15 2 14 split_gain=4.07984e+07 6.06971e+07 5.07143e+07 1.23862e+07 1.38899e+07 8.51363e+06 7.89481e+06 7.506e+06 3.14853e+07 7.51255e+06 1.10607e+07 7.72394e+06 5.14553e+06 4.54373e+06 3.88966e+06 3.57881e+06 3.76745e+06 5.38695e+06 2.55708e+06 2.55323e+06 2.54468e+06 3.44852e+06 2.50749e+06 2.5551e+06 4.42484e+06 4.98526e+06 4.14746e+06 2.40724e+06 2.32036e+06 2.05645e+06 2.00915e+06 1.8091e+06 2.62951e+06 1.75018e+06 1.44532e+06 1.42849e+06 1.42276e+06 3.5233e+06 1.0596e+07 2.67059e+07 2.02898e+06 1.1649e+06 1.09263e+06 1.04866e+06 2.56231e+06 988733 894760 860138 704704 threshold=2725.8677800000005 2682.0900000000006 270.74340000000007 360.85390500000005 112.55400000000002 220.43000000000004 286.09000000000009 0 2778.6210000000005 2022.5000000000002 1117.6621800000003 1519.5755740000002 210.00800000000001 631.04475000000014 1117.6621800000003 1 2822.9627650000007 1892.2623000000001 309.63250000000005 652.29725000000008 106.484285 111.74550000000001 2971.7767500000004 584.10300000000018 723.78135000000009 154.63500000000002 676.98000000000013 61.215000000000003 830.0725000000001 1058.8682400000002 1468.575 172.37350000000004 195.97075000000004 2778.6210000000005 800.99300000000005 60.212000000000003 274.34750000000008 2 246.87250000000003 26.272000000000002 1530.3410000000001 2822.9627650000007 22.257205000000003 137.52500000000001 1256.4300000000001 145.83750000000003 120.66745000000002 1827.1555000000001 943.12925000000007 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 13 -5 18 8 9 10 27 -12 14 -2 31 28 17 -17 36 45 33 -22 23 30 25 -25 -26 -8 35 -21 42 34 -33 -16 -9 -14 41 38 46 -40 48 43 -20 47 -45 -11 -38 -1 -39 right_child=1 2 -4 5 -6 -7 7 12 -10 19 11 -13 15 -15 20 16 -18 -19 22 29 21 -23 -24 24 26 -27 -28 -29 -30 -31 -32 32 -34 -35 -36 -37 37 40 39 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 leaf_value=-0.014260041940527934 -1.4613353011187387 23.846513949174145 3.4614254860256031 -7.7056716478438601 10.06004661725915 1.0129598776499431 0.65308027143553493 -0.077899221679312208 11.121220567764775 -0.64548223463139798 9.4072689170837407 2.1698163657352842 -0.79357043528902349 4.3710916276411576 -1.2246472147372967 0.73230008964404103 -2.7358983783064219 3.1073038608588064 0.0974914037757771 0.36256517043480507 2.8980131410149967 -1.1823485644358509 -3.1564268402826219 5.9120497249912569 -0.11654347758907616 0.26071327240378767 3.4469782857894899 2.4654983312991057 -3.8075328273773192 4.6277358980178835 -2.4995085596155238 0.075406346044232769 1.6030927224482521 -3.5808960098833649 2.5596119526454384 1.0546564530531566 -0.11232419240951538 0.10521260329102924 14.491257993459701 -0.42683143957455955 3.0036688343683879 2.0652872594197591 0.53273470999050698 0.1139021990966877 3.1473398562840056 0.36707118823930812 2.1657463169097899 0.9634702183405558 -1.2702974354593377 leaf_weight=346771 34 26 23 21 23 24 254 1954 31 258 30 29 138 22 213 1312 29 103 1731 26 34 53 21 37 178 27 40 103 20 20 27 310 177 37 21 60 125 1877 20 30 24 27 865 5061 28 154 20 90 38 leaf_count=346771 34 26 23 21 23 24 254 1954 31 258 30 29 138 22 213 1312 29 103 1731 26 34 53 21 37 178 27 40 103 20 20 27 310 177 37 21 60 125 1877 20 30 24 27 865 5061 28 154 20 90 38 internal_value=0 4.85534 14.278 1.13187 3.51721 -3.05573 -0.00204082 0.37868 1.20405 0.866073 1.83887 5.84988 0.208072 0.829975 -0.0531672 0.649281 0.826334 0.90518 -0.00776276 -0.0175197 -1.06076 0.412276 0.286644 0.311534 1.21603 3.52789 0.537314 1.17599 -0.536772 2.21699 0.214291 0.0847523 0.630643 -1.57337 -0.0498548 -0.233502 -0.0101954 0.247233 1.49412 5.5404 0.113546 -0.0117562 0.242517 -0.0119155 0.130592 -0.267004 0.201892 -0.0140064 0.0779179 internal_weight=0 173 49 124 79 45 362403 5366 905 874 416 59 4461 56 2799 1662 1444 1415 357037 458 337 87 2926 2905 282 64 218 357 218 46 2623 2462 487 250 1975 198 354111 2134 195 50 1939 351977 2596 351950 5089 412 145 346861 1915 internal_count=362576 173 49 124 79 45 362403 5366 905 874 416 59 4461 56 2799 1662 1444 1415 357037 458 337 87 2926 2905 282 64 218 357 218 46 2623 2462 487 250 1975 198 354111 2134 195 50 1939 351977 2596 351950 5089 412 145 346861 1915 cat_boundaries=0 1 2 3 cat_threshold=6 128 16 is_linear=0 shrinkage=0.01 Tree=239 num_leaves=53 num_cat=4 split_feature=3 2 12 9 7 14 0 24 0 26 0 0 2 1 0 24 7 1 6 2 19 0 10 1 1 5 1 18 10 3 5 7 16 26 3 13 1 7 9 24 2 7 5 0 26 24 7 9 8 11 6 2 split_gain=3.99865e+07 5.94892e+07 1.0925e+08 1.21397e+07 1.36135e+07 8.34421e+06 7.73771e+06 7.35663e+06 3.08588e+07 7.36305e+06 1.08406e+07 7.57023e+06 5.04314e+06 4.45331e+06 3.81226e+06 3.50759e+06 3.69248e+06 5.27975e+06 2.50242e+06 2.43718e+06 3.02956e+06 3.64369e+06 1.26969e+07 2.63865e+06 4.63616e+06 7.32109e+06 2.35934e+06 2.17481e+06 2.01553e+06 1.88062e+06 1.7731e+06 2.57718e+06 1.41656e+06 1.21071e+06 1.16691e+06 1.16174e+06 1.12583e+06 969057 859726 6.2886e+06 1.71532e+07 1.53719e+06 1.18088e+06 772190 708047 1.41444e+06 703147 886818 576245 542386 438819 412656 threshold=2725.8677800000005 2682.0900000000006 85.709000000000017 360.85390500000005 112.55400000000002 220.43000000000004 286.09000000000009 0 2778.6210000000005 2022.5000000000002 1117.6621800000003 1519.5755740000002 210.00800000000001 631.04475000000014 1117.6621800000003 1 2822.9627650000007 1892.2623000000001 652.29725000000008 69.712000000000018 218.88300000000001 137.52300000000002 484.16250000000002 1892.2623000000001 1256.4300000000001 82.565600000000003 61.215000000000003 292.29341500000004 1058.8682400000002 748.6165000000002 172.37350000000004 195.97075000000004 800.99300000000005 2022.5000000000002 698.94000000000005 379.24000000000007 2.1027390000000006 145.83750000000003 243.05600000000001 2 27.046500000000005 2822.9627650000007 317.87750000000005 39.765000000000008 2022.5000000000002 3 1131.6606400000003 1022.5259020000002 1148.5039000000004 33.32500000000001 576.6450000000001 323.96475000000004 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 left_child=6 3 -3 4 13 -5 19 8 9 10 26 -12 14 -2 30 29 17 -17 37 38 23 34 51 24 36 -26 -8 33 -20 35 32 -32 -9 -16 43 -14 -21 -11 41 40 42 44 -40 -22 45 -1 48 -48 -41 -46 -31 -23 right_child=1 2 -4 5 -6 -7 7 12 -10 18 11 -13 15 -15 27 16 -18 -19 28 20 21 22 -24 -25 25 -27 -28 -29 -30 50 31 -33 -34 -35 -36 -37 -38 -39 39 46 -42 -43 -44 -45 49 -47 47 -49 -50 -51 -52 -53 leaf_value=0.092485937301395801 -1.4467219439674828 0.65671023616084345 30.677035101110288 -7.628614887964158 9.9594461523968238 1.0028303074836731 0.64654945632604166 -0.077120226908517109 11.010008546152424 -0.63902741508890493 9.3131962140401203 2.148118292709877 0.28806628319952227 4.3273807040127847 -1.9294291160517725 0.72497708435283925 -2.7085393392628636 3.0762308491086499 0.35893952883206881 0.0014377286007935214 0.25104259177941041 1.3569009284715394 9.6077636210123689 -2.5641788619273416 -1.083894453729902 5.6935281836019973 2.4408433708172401 2.0660811269850958 4.5814585099220277 -1.2047124648094178 0.074652282645625456 1.5870617944743 2.5340159715924946 -0.68725596768117092 -1.8692533941268921 -1.9723581949869791 0.19052927183019561 0.36340049118190615 0.53129034822655696 -0.054406162674273423 8.0708600486346658 2.5167120472590128 2.9853008751642136 1.5463502731741363 -0.032881174044309298 -0.0087818541580935387 -0.0046145058136719923 -2.73258695602417 1.242233906337193 0.047102083236308941 -3.1590287639476635 -0.25215349725314551 leaf_weight=15111 34 27 22 21 23 24 254 1954 31 258 30 29 144 22 145 1312 29 103 26 6266 147 37 21 37 28 37 103 21 20 20 310 177 21 171 20 27 6329 154 296 1653 35 24 21 67 160877 156970 26 22 35 8950 27 28 leaf_count=15111 34 27 22 21 23 24 254 1954 31 258 30 29 144 22 145 1312 29 103 26 6266 147 37 21 37 28 37 103 21 20 20 310 177 21 171 20 27 6329 154 296 1653 35 24 21 67 160877 156970 26 22 35 8950 27 28 internal_value=0 4.80679 14.1352 1.12055 3.48204 -3.02518 -0.00202041 0.374893 1.19201 0.857412 1.82048 5.79138 0.205991 0.821676 -0.0526355 0.642788 0.81807 0.896128 -0.0173445 -0.00768513 0.12663 1.0876 2.84777 0.10241 0.110204 2.77402 1.16423 -1.05015 2.19482 -0.531404 0.0839048 0.624337 -0.0493562 -1.25724 0.440699 -0.0688428 0.0964564 -0.264333 -0.0127673 0.189531 1.38794 -0.0140027 0.693859 0.656583 -0.0141803 0.000115669 -0.0611066 -1.25494 -0.0275209 -0.028666 -2.3274 0.66377 internal_weight=0 173 49 124 79 45 362403 5366 905 874 416 59 4461 56 2799 1662 1444 1415 458 357037 13017 320 86 12697 12660 65 357 337 46 218 2462 487 1975 316 234 171 12595 412 344020 2088 352 341932 317 214 341908 172081 1736 48 1688 169827 47 65 internal_count=362576 173 49 124 79 45 362403 5366 905 874 416 59 4461 56 2799 1662 1444 1415 458 357037 13017 320 86 12697 12660 65 357 337 46 218 2462 487 1975 316 234 171 12595 412 344020 2088 352 341932 317 214 341908 172081 1736 48 1688 169827 47 65 cat_boundaries=0 1 2 3 4 cat_threshold=6 128 272 1 is_linear=0 shrinkage=0.01 Tree=240 num_leaves=45 num_cat=11 split_feature=6 7 5 7 0 25 0 3 0 5 2 2 12 2 5 24 25 25 3 7 11 12 5 6 6 2 2 25 2 25 3 14 3 2 25 24 0 2 24 0 25 12 25 2 split_gain=3.84986e+07 1.31887e+08 1.19148e+07 1.12471e+07 9.32525e+06 5.20066e+07 8.95927e+07 1.86285e+07 2.23333e+07 1.35208e+07 9.09268e+06 8.85182e+06 8.66043e+06 6.04692e+06 5.11178e+06 4.78348e+06 4.16546e+06 3.80074e+06 7.70326e+06 1.04122e+07 1.03408e+07 2.75052e+06 2.57645e+06 1.84517e+06 2.10852e+06 1.69774e+06 1.65349e+06 2.15286e+06 1.63476e+06 1.52735e+06 1.52262e+06 1.2339e+06 1.19033e+06 1.436e+06 1.11426e+06 1.16624e+06 1.48078e+06 805134 560210 983059 901649 522445 517965 339674 threshold=2976.3936000000008 2822.9627650000007 1016.9325000000002 32.070500000000003 804.19674500000008 0 2778.6210000000005 2725.8677800000005 2778.6210000000005 2871.8940000000007 1107.4580000000003 10.601000000000001 207.36964000000003 1827.1555000000001 230.95808550000001 1 2 3 1493.1141200000004 485.08750000000003 557.51450000000011 1621.2640000000004 622.44110000000012 127.16726600000003 141.02500000000003 1107.4580000000003 60.755900000000004 4 486.17193650000007 5 481.20000000000005 20.019750000000002 815.10500000000013 1271.7445000000002 6 7 591.40200000000016 1107.4580000000003 8 635.46050000000014 9 344.25750000000011 10 242.57000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 9 1 2 2 1 2 9 2 9 2 left_child=4 2 3 -2 14 6 10 9 -9 15 11 -6 -13 -4 26 25 -17 18 23 22 -21 32 -20 31 -25 -7 34 28 43 30 -29 -16 33 -19 35 36 -1 -31 40 -40 -36 -34 -37 -28 right_child=1 -3 13 -5 5 7 -8 8 -10 -11 -12 12 -14 -15 17 16 -18 21 19 20 -22 -23 -24 24 -26 -27 27 29 -30 37 -32 -33 41 -35 38 42 -38 -39 39 -41 -42 -43 -44 -45 leaf_value=0.11475217789383449 -0.80114531133233047 21.43566505019729 -1.0251443499610537 8.3458549766540528 6.6197961671011782 -0.45961004174091391 26.612858169555665 -0.42331623846484767 -13.977261812210084 8.1957233671708529 9.1253019249957532 -3.1976138379838734 5.0096346903741358 -8.7082091023921961 0.10096013320881411 1.2474178518587191 -0.090310524319391058 0.044205553855147385 2.418324535369873 12.227608862876892 2.3958067707393478 -3.3851326694091162 -2.6575477371215821 2.9612889553251724 0.67992870239690728 -2.4930170094966888 0.1823246744275093 0.14732089076962204 3.3387374819649591 -0.01227802452343273 0.76533930749124823 0.78741321414165588 -0.70297680273652075 2.7381233907043936 0.041622539978128467 -0.11447849253085282 1.9123431263799253 -0.74458496192833057 -0.030823102681803473 -1.0880517440492457 -0.016966980540745812 -2.5546101112365722 0.027858632976654203 1.7041530730507592 leaf_weight=12082 41 37 21 20 28 284 20 31 20 22 23 36 20 20 1283 516 423 1860 20 20 23 24 20 42 1144 48 44 7204 36 5982 422 329 64 20 33057 3793 46 154 158514 88 127706 20 7794 22 leaf_count=12082 41 37 21 20 28 284 20 31 20 22 23 36 20 20 1283 516 423 1860 20 20 23 24 20 42 1144 48 44 7204 36 5982 422 329 64 20 33057 3793 46 154 158514 88 127706 20 7794 22 internal_value=0 5.26257 -0.604138 2.19787 -0.00121547 0.793374 6.66111 0.187948 -5.73859 0.423163 3.55434 2.02896 -0.266454 -4.77298 -0.00444598 0.288626 0.650197 0.317382 0.548487 3.55267 6.96874 -0.0201907 -0.119612 0.461331 0.760719 -0.731562 -0.00883597 0.0982305 1.47954 0.0868545 0.181282 0.241061 0.0208259 0.0728643 -0.0131626 0.0529589 0.12147 -0.0306074 -0.0180736 -0.0314077 -0.00491763 -1.14384 -0.0187939 0.689601 internal_weight=0 139 102 61 363284 1471 127 1344 51 1293 107 84 56 41 361813 1271 939 4869 2881 83 43 1988 40 2798 1186 332 356944 13864 102 13762 7626 1612 1964 1880 343080 23715 12128 6136 319365 158602 160763 84 11587 66 internal_count=363423 139 102 61 363284 1471 127 1344 51 1293 107 84 56 41 361813 1271 939 4869 2881 83 43 1988 40 2798 1186 332 356944 13864 102 13762 7626 1612 1964 1880 343080 23715 12128 6136 319365 158602 160763 84 11587 66 cat_boundaries=0 1 2 8 15 21 28 35 36 37 43 50 cat_threshold=1049088 401 134250496 134480896 256 1073741824 4210688 16384 213238784 1216611944 524608 2147811329 4214848 0 132 2147483648 0 67108864 262144 512 18432 137413152 263748 134746384 34605056 549540864 2 132 1048708 1081348 2147483716 1180696864 8555649 2420123648 2 3095 1079 2686484480 153157744 9441553 2148886017 12304 114688 1048576 4 2147483648 1073741856 32768 2048 2 is_linear=0 shrinkage=0.01 Tree=241 num_leaves=28 num_cat=1 split_feature=6 7 1 5 14 20 7 1 26 8 3 1 2 6 9 3 1 9 24 26 1 8 3 7 2 7 5 split_gain=3.77325e+07 1.29263e+08 1.77361e+07 7.23058e+06 1.44894e+07 1.47494e+07 6.04538e+06 5.02894e+06 1.31822e+07 4.02574e+06 8.32126e+06 4.57141e+06 3.46167e+06 3.6098e+06 2.51454e+06 2.36734e+06 3.44495e+06 2.39094e+06 1.14697e+06 2.55676e+06 6.54826e+06 1.00278e+06 867237 599186 571456 559313 71849.5 threshold=2976.3936000000008 2822.9627650000007 1461.4925000000003 553.36150000000009 3182.0603000000006 1648.7037500000004 233.45214000000001 2781.5828000000006 2022.5000000000002 2971.7767500000004 2725.8677800000005 2781.5828000000006 74.33550000000001 1937.6795000000002 18.626000000000005 1118.1025000000002 1892.2623000000001 1135.3321000000003 0 2022.5000000000002 137.46340000000004 1973.6620000000003 1890.7105500000002 485.08750000000003 354.40600000000001 22.5945 54.830500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=3 2 6 7 5 9 26 12 24 10 11 -5 18 15 -10 17 -17 -14 19 20 -1 22 -20 -21 -9 -23 -2 right_child=1 -3 -4 4 -6 -7 -8 8 14 -11 -12 -13 13 -15 -16 16 -18 -19 21 23 -22 25 -24 -25 -26 -27 -28 leaf_value=0.060227803627322045 -0.38417747304989741 21.221308120779092 -8.7876737976074217 0.62058486130610102 -7.8787829725742338 8.6371260744592426 4.8199558187795404 7.7322132186889645 -3.3261154702993543 -3.0523637720743815 5.4023195828331838 -2.7954255857467651 0.11438446945207995 3.615826453526815 1.3902427024841308 1.4535241291419321 -2.8734318466186521 1.7681440861658617 -0.021883113496282327 -0.037698744742007968 1.2569063699980836 2.2465136985778811 -1.1860960273444652 0.53573169121081055 5.3703294372558599 0.24262232120220478 -1.1606651644273238 leaf_weight=44644 26 37 21 1900 20 23 33 20 26 30 36 40 13325 30 20 230 20 88 259191 42855 462 30 64 183 21 26 22 leaf_count=44644 26 37 21 1900 20 23 33 20 26 30 36 40 13325 30 20 230 20 88 259191 42855 462 30 64 183 21 26 22 internal_value=0 5.20995 -0.598097 -0.00120301 0.591159 0.674648 1.52513 -0.00456301 2.39939 0.583353 0.638551 0.550152 -0.00514212 0.150813 -1.27552 0.143205 1.10737 0.125234 -0.0112882 0.0198739 0.0724848 -0.0218807 -0.0221705 -0.0352605 6.52247 1.31614 -0.740068 internal_weight=0 139 102 363284 2049 2029 81 361235 87 2006 1976 1940 361148 13693 46 13663 250 13413 347455 88144 45106 259311 259255 43038 41 56 48 internal_count=363423 139 102 363284 2049 2029 81 361235 87 2006 1976 1940 361148 13693 46 13663 250 13413 347455 88144 45106 259311 259255 43038 41 56 48 cat_boundaries=0 1 cat_threshold=7 is_linear=0 shrinkage=0.01 Tree=242 num_leaves=33 num_cat=6 split_feature=3 8 15 7 4 20 5 0 0 25 24 3 5 5 0 24 15 7 26 26 8 25 8 0 24 7 0 24 5 15 10 4 split_gain=3.26853e+07 7.89966e+07 2.01081e+07 3.34194e+07 8.99026e+06 1.20978e+07 8.1176e+06 7.88537e+06 6.87294e+06 6.9414e+06 4.90588e+06 6.28153e+06 3.34262e+06 3.19016e+06 3.08853e+06 7.91496e+06 4.35023e+06 4.27918e+06 2.89843e+06 2.31924e+06 2.21796e+06 2.00131e+06 4.13625e+06 1.6072e+06 2.89559e+06 1.25461e+06 1.20064e+06 1.13413e+06 1.91099e+06 1.09085e+06 949634 651179 threshold=2725.8677800000005 2971.7767500000004 31.050411 762.97500000000002 480.67500000000001 1648.7037500000004 7.2786000000000008 2778.6210000000005 2778.6210000000005 0 1 234.85310000000001 1561.8224400000001 772.27550000000008 1275.1415000000002 2 232.65000000000003 185.38050000000001 2022.5000000000002 2022.5000000000002 522.29990000000009 3 1973.6620000000003 20.818889000000002 4 2822.9627650000007 497.59550000000002 5 1146.4585000000004 1582.5954300000001 397.30250000000007 727.60250000000008 decision_type=2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 1 2 2 2 2 2 9 2 2 1 2 2 1 2 2 2 2 left_child=4 2 3 6 7 8 26 14 9 10 11 -6 -12 -10 20 17 30 19 -9 -16 23 22 -22 25 -25 -1 -2 28 -11 -23 -17 -29 right_child=1 -3 -4 -5 5 -7 -8 18 13 27 12 -13 -14 -15 15 16 -18 -19 -20 -21 21 29 -24 24 -26 -27 -28 31 -30 -31 -32 -33 leaf_value=-0.015028399257854418 1.34409991645813 17.991888115265791 -6.0852078734674766 12.717020984225803 0.73813224891400608 7.5119325286865237 -3.5692163201924916 4.5945617014884945 -6.2097538836002357 0.48312692368835669 0.63229646470785139 2.6287160572349855 -2.2193146384846081 -1.1185816514492035 4.6738908441250144 -1.073968601633202 3.0428164832732256 -1.2014556085495722 0.77618822097778317 1.5755410867418562 0.83044245508181525 0.14982488818525749 5.3539684122258961 0.23650752560120322 0.0047229816707562676 2.1406841546517832 4.5072165203094485 0.047076749071302153 -1.784969195485115 2.50865606880188 1.129683519710194 -0.64547526777807762 leaf_weight=330420 30 34 31 27 354 25 37 50 20 521 625 349 44 32 78 176 34 21 33 35 249 993 22 7207 21301 27 20 253 40 20 22 293 leaf_count=330420 30 34 31 27 354 25 37 50 20 521 625 349 44 32 78 176 34 21 33 35 249 993 22 7207 21301 27 20 253 40 20 22 293 internal_value=0 4.2729 1.05603 2.99795 -0.001323 0.589656 -0.0183181 -0.00551095 0.521281 0.596754 1.0682 1.65318 0.438197 -3.07672 -0.00622031 0.911932 -0.250866 2.73942 3.07641 3.71422 -0.00715315 0.407723 1.15504 -0.00863718 0.0634042 -0.0148523 2.60935 0.00277218 0.31578 0.194476 -0.829118 -0.31873 internal_weight=0 179 145 114 363244 2556 87 360688 2531 2479 1372 703 669 52 360605 366 232 134 83 113 360239 1284 271 358955 28508 330447 50 1107 561 1013 198 546 internal_count=363423 179 145 114 363244 2556 87 360688 2531 2479 1372 703 669 52 360605 366 232 134 83 113 360239 1284 271 358955 28508 330447 50 1107 561 1013 198 546 cat_boundaries=0 7 8 9 14 15 16 cat_threshold=3194880 1074038272 1576976 2214658049 4215808 16384 132 3412 1038 1049600 1073742912 0 1075838976 4096 22 1648 is_linear=0 shrinkage=0.01 Tree=243 num_leaves=33 num_cat=1 split_feature=6 7 1 4 14 20 7 8 5 9 2 2 8 5 5 2 4 26 5 7 1 26 9 1 1 24 11 8 12 9 8 5 split_gain=3.64341e+07 1.25631e+08 1.74429e+07 8.85736e+06 1.2987e+07 1.2939e+07 5.87126e+06 4.2869e+06 7.13494e+06 9.57633e+06 4.4593e+06 3.63035e+06 3.27164e+06 3.98287e+06 3.95546e+06 3.00709e+06 5.12795e+06 7.38376e+06 2.81767e+06 8.172e+06 2.56502e+06 8.99842e+06 2.24719e+06 1.59519e+06 1.47037e+06 760612 1.40935e+06 1.81308e+06 640023 201452 155497 69988.5 threshold=2976.3936000000008 2822.9627650000007 1461.4925000000003 480.67500000000001 3182.0603000000006 1648.7037500000004 233.45214000000001 2971.7767500000004 2871.8940000000007 548.96735000000001 784.03650000000005 148.53650000000002 1148.5039000000004 259.98675000000009 384.24423250000001 2682.0900000000006 7.273200000000001 2022.5000000000002 1561.8224400000001 576.56500000000017 2781.5828000000006 2022.5000000000002 309.41100000000012 56.702905000000008 130.40580000000003 0 2.9788635000000006 1973.6620000000003 171.22386100000003 213.86000000000004 1973.6620000000003 54.830500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=3 2 6 12 5 7 31 8 11 -10 -9 -5 15 25 -15 18 17 -17 20 22 23 -22 -20 -1 -16 26 27 -14 -28 30 -27 -2 right_child=1 -3 -4 4 -6 -7 -8 10 9 -11 -12 -13 13 14 24 16 -18 -19 19 -21 21 -23 -24 -25 -26 29 28 -29 -30 -31 -32 -33 leaf_value=-0.012355758108283033 -0.38184274425873393 20.904384881225791 -8.7279729352678572 0.18153251284327851 -7.0682256291129377 7.6664616100604714 4.7462769920898209 0.74800815200805659 8.7224175682067866 -0.32380303469571203 -5.849816273961749 0.95211463855112655 0.5298361804567534 6.5567322449457084 0.070725721301454478 6.4813886339524212 -2.110659883672541 -1.0603404544648671 -0.12610598902555689 6.3073769855499267 6.0087052790323892 -1.4068425877888999 3.1892646495501205 0.087770310161649226 2.9388036429576387 -0.2446862674713135 0.57839072513580325 3.5256060255727459 -1.9514772796630859 0.62706000709533694 -1.1553538131713867 -1.1482082410292191 leaf_weight=343341 26 37 21 1263 22 26 33 20 25 22 21 1185 58 21 33 34 22 21 138 27 30 36 24 16685 39 75 20 31 20 20 25 22 leaf_count=343341 26 37 21 1263 22 26 33 20 25 22 21 1185 58 21 33 34 22 21 138 27 30 36 24 16685 39 75 20 31 20 20 25 22 internal_value=0 5.11952 -0.606361 -0.00118407 0.582202 0.647896 1.49924 0.575939 0.628645 4.48802 -2.63137 0.554547 -0.00536336 0.972243 2.73805 -0.00629116 1.96968 3.60182 -0.00671347 1.21396 -0.00735416 1.96386 0.36506 -0.00771553 1.62427 0.312725 0.809803 1.57331 -0.686543 -0.266878 -0.472353 -0.733094 internal_weight=0 139 102 363284 2584 2562 81 2536 2495 47 41 2448 360700 342 93 360358 77 55 360281 189 360092 66 162 360026 72 249 129 89 40 120 100 48 internal_count=363423 139 102 363284 2584 2562 81 2536 2495 47 41 2448 360700 342 93 360358 77 55 360281 189 360092 66 162 360026 72 249 129 89 40 120 100 48 cat_boundaries=0 1 cat_threshold=3331 is_linear=0 shrinkage=0.01 Tree=244 num_leaves=38 num_cat=3 split_feature=2 7 10 7 4 4 8 0 25 2 9 8 2 3 0 2 26 5 7 4 3 0 4 5 0 25 8 10 0 14 7 0 3 11 25 8 11 split_gain=3.1851e+07 1.16012e+08 1.21624e+07 1.61103e+07 1.2692e+07 9.18397e+06 9.20517e+06 8.08954e+06 8.03008e+06 8.37725e+06 1.02934e+07 9.4271e+06 5.76784e+06 4.80108e+06 4.2549e+06 4.14774e+06 9.02381e+06 3.21347e+06 7.56133e+06 3.03928e+06 3.01069e+06 2.84532e+06 2.71801e+06 7.20237e+06 2.27064e+06 3.02869e+06 3.11472e+06 2.05028e+06 1.98658e+06 1.65746e+06 1.52984e+06 1.21338e+06 1.20835e+06 859158 820207 1.63149e+06 631935 threshold=2682.0900000000006 2822.9627650000007 397.30250000000007 46.905000000000008 7.273200000000001 480.67500000000001 2971.7767500000004 2778.6210000000005 0 873.09500000000014 658.43074000000013 658.8995000000001 723.85250000000008 1890.7105500000002 195.69400000000005 7.2920000000000007 2022.5000000000002 1561.8224400000001 576.56500000000017 2693.9010000000007 888.08100000000013 1117.6621800000003 1888.1190000000004 584.10300000000018 52.014000000000003 1 1148.5039000000004 287.04780000000005 1275.1415000000002 483.75000000000006 153.05580000000003 887.79240000000016 209.58850000000004 355.25000000000006 2 1581.7937000000002 130.34700000000001 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 left_child=5 2 3 4 14 7 8 17 9 22 13 -12 -8 -11 -2 16 -9 24 27 29 -21 -6 28 -24 34 26 -26 32 -7 33 -31 -27 -19 -10 35 -1 -36 right_child=1 -3 -4 -5 21 6 12 15 19 10 11 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 31 -28 -29 -30 30 -32 -33 -34 -35 36 -37 -38 leaf_value=0.042509874826690955 1.3809338533878326 20.829383552074432 -4.4635990699968842 9.9836002170471918 -1.2233591500282288 0.80769469700338548 0.10905963352748327 7.7738098439489089 0.11662753550853411 0.67206621153910362 10.91746435546875 3.4900817072833026 -6.9372098823235584 5.5315223550796508 7.1738632020496187 -0.52316475608132107 -0.28945689698924187 0.37317900347298588 5.4752030299050469 -0.11948506726158989 -5.0429639492864196 -6.2163999139694948 0.23566101090949879 5.9014874226338154 0.21381694172608934 -0.0053486095139113577 2.2081204718577712 2.9101865111456977 -0.89979845549145798 3.5849026626348497 0.65918420859745563 -0.68551714454204937 -1.8783758365313212 -0.8726800135690338 -0.018296093571672226 2.2032437368120465 0.13185412588729517 leaf_weight=22151 32 34 38 21 25 1023 21 35 842 133 25 54 26 24 21 22 23 116 35 27 23 21 57 37 9013 9171 79 27 73 24 70 270 30 98 316839 35 2828 leaf_count=22151 32 34 38 21 25 1023 21 35 842 133 25 54 26 24 21 22 23 116 35 27 23 21 57 37 9013 9171 79 27 73 24 70 270 30 98 316839 35 2828 internal_value=0 4.07266 0.466781 2.02807 0.340532 -0.00138564 0.595809 -0.00561945 0.677913 1.16707 2.89637 5.84052 -3.78888 1.41491 3.67625 3.17395 4.57631 -0.00632486 1.23627 0.0234406 -2.38429 -3.50279 0.833928 2.46583 -0.00704204 0.100763 0.230891 0.378685 0.693966 0.140095 1.40618 -0.0247743 -0.0894693 0.013487 -0.0128865 0.0458979 -0.0169672 internal_weight=0 192 158 120 99 363231 2557 360674 2510 1426 236 79 47 157 53 80 58 360594 208 1084 50 46 1190 94 360386 18533 9092 173 1096 1034 94 9441 146 940 341853 22186 319667 internal_count=363423 192 158 120 99 363231 2557 360674 2510 1426 236 79 47 157 53 80 58 360594 208 1084 50 46 1190 94 360386 18533 9092 173 1096 1034 94 9441 146 940 341853 22186 319667 cat_boundaries=0 7 13 20 cat_threshold=3194880 1073776128 1577216 67108865 21504 16384 132 204508672 142869572 201326928 1111523328 12600001 16384 1048704 1081348 2155872260 1181761824 537046016 2420320320 2 is_linear=0 shrinkage=0.01 Tree=245 num_leaves=39 num_cat=3 split_feature=0 4 1 2 1 1 5 2 25 6 6 15 0 4 1 3 1 1 8 5 9 1 4 25 9 1 3 1 6 25 12 10 3 0 26 0 0 12 split_gain=3.12297e+07 5.36085e+07 1.09248e+08 3.59015e+07 3.59694e+07 2.86077e+07 8.9098e+06 8.76184e+06 6.83558e+06 2.71193e+07 1.58535e+07 1.44806e+07 6.12104e+06 8.46782e+06 3.98419e+06 3.40329e+06 4.06075e+06 3.04059e+06 2.81688e+06 2.52431e+06 2.39924e+06 2.31277e+06 4.73423e+06 4.36311e+06 5.16453e+07 6.38229e+06 1.99199e+06 2.94542e+06 1.79002e+06 802263 1.79889e+06 1.66683e+06 972632 789059 2.20397e+06 1.19381e+06 610778 49138.6 threshold=2778.6210000000005 2693.9010000000007 2781.5828000000006 137.75200000000004 1892.2623000000001 48.966000000000001 330.08250000000004 251.15409550000004 0 2976.3936000000008 2976.3936000000008 1582.5954300000001 1519.5755740000002 128.12600000000003 1461.4925000000003 1493.1141200000004 585.22500000000014 494.77402000000006 462.61250000000001 1908.1960000000001 164.54285500000003 19.406930000000006 2693.9010000000007 1 203.268 786.89439000000004 1493.1141200000004 248.93500000000003 1937.6795000000002 2 1132.9885000000002 1935.1350000000002 2725.8677800000005 1275.1415000000002 2022.5000000000002 887.79240000000016 346.24075000000011 1621.2640000000004 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=7 3 -3 5 6 -2 -5 21 9 11 12 18 15 -14 -15 17 -17 -10 19 -9 -20 29 23 24 25 -23 28 -28 -25 30 31 36 33 35 -35 -31 -1 -32 right_child=1 2 -4 4 -6 -7 -8 8 10 -11 -12 -13 13 14 -16 16 -18 -19 20 -21 -22 22 -24 26 -26 -27 27 -29 -30 32 37 -33 -34 34 -36 -37 -38 -39 leaf_value=0.029163877239045656 1.8102972231970893 -3.977750112360174 25.57390232546576 -3.60637607300897 -14.015146916707357 16.18426611995697 4.9380188824580271 0.50663743177616416 0.054929682259358313 11.66584826262101 -6.9855185481040714 7.5222495552801325 7.0749232899347945 -0.86024511804386072 4.1849074488100797 0.20355543980231652 -3.8752755861696988 0.88921004383652302 2.9758945966649941 -2.9045277924971145 0.98338351339101793 0.13521517749314085 4.6167345283342449 0.050913239594010132 16.7195609998703 4.4751129462983874 4.4986919029235839 0.14374061834521409 2.3138965170724051 -0.018036063116871972 2.1281408836223461 2.7909774017333984 -2.1702813775198799 2.0496181910588191 -0.6198874520447295 -1.0326978188547595 0.3928520614786421 1.5401016593376795 leaf_weight=21304 45 22 29 23 24 20 26 1559 2943 23 31 31 30 49 23 52 46 513 81 22 238 577 23 26515 20 36 25 41 35 307687 27 22 21 65 59 116 472 30 leaf_count=21304 45 22 29 23 24 20 26 1559 2943 23 31 31 30 49 23 52 46 513 81 22 238 577 23 26515 20 36 25 41 35 307687 27 22 21 65 59 116 472 30 internal_value=0 4.0654 12.8261 0.827732 -3.98523 6.23306 0.927385 -0.000592427 0.390443 0.866876 0.135229 0.74274 0.195977 2.61126 0.751401 0.126659 -1.711 0.178768 0.632127 0.45917 1.48932 -0.00676992 0.0817326 0.0779047 0.891935 0.390087 0.0581879 1.79334 0.0538965 -0.0140884 0.0444454 0.0398264 -0.0182433 -0.0180972 0.77945 -0.0184185 0.0370469 1.81865 internal_weight=0 189 51 138 73 65 49 362716 5641 1954 3687 1931 3656 102 72 3554 98 3456 1900 1581 319 357075 27272 27249 633 613 26616 66 26550 329803 21855 21798 307948 307927 124 307803 21776 57 internal_count=362905 189 51 138 73 65 49 362716 5641 1954 3687 1931 3656 102 72 3554 98 3456 1900 1581 319 357075 27272 27249 633 613 26616 66 26550 329803 21855 21798 307948 307927 124 307803 21776 57 cat_boundaries=0 7 12 19 cat_threshold=2149630976 8652288 67108864 262145 20480 0 128 8388736 0 67108928 0 640 536870912 1409092 8388672 2254520624 8522769 2218811520 2 is_linear=0 shrinkage=0.01 Tree=246 num_leaves=38 num_cat=4 split_feature=0 4 1 2 1 1 5 2 25 6 6 15 0 4 1 4 8 5 25 4 1 4 25 9 1 1 21 25 12 10 10 0 26 0 0 0 12 split_gain=3.06082e+07 5.25417e+07 1.07074e+08 3.51871e+07 3.52536e+07 2.80384e+07 8.73249e+06 8.58747e+06 6.69955e+06 2.65796e+07 1.5538e+07 1.41924e+07 5.99923e+06 8.29931e+06 3.9049e+06 2.77481e+06 2.76083e+06 2.47407e+06 2.44732e+06 2.36587e+06 2.26675e+06 4.64002e+06 4.27628e+06 5.06176e+07 6.25529e+06 1.41429e+06 1.31673e+06 786298 1.76309e+06 1.63366e+06 802862 773304 2.16011e+06 1.17012e+06 598624 509221 48160.8 threshold=2778.6210000000005 2693.9010000000007 2781.5828000000006 137.75200000000004 1892.2623000000001 48.966000000000001 330.08250000000004 251.15409550000004 0 2976.3936000000008 2976.3936000000008 1582.5954300000001 1519.5755740000002 128.12600000000003 1461.4925000000003 2693.9010000000007 462.61250000000001 1908.1960000000001 1 1292.0010000000002 19.406930000000006 2693.9010000000007 2 203.268 786.89439000000004 2781.5828000000006 134.05200000000002 3 1132.9885000000002 1935.1350000000002 3056.7500000000005 1275.1415000000002 2022.5000000000002 887.79240000000016 346.24075000000011 22.611000000000004 1621.2640000000004 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 5 6 -2 -5 20 9 11 12 16 15 -14 -15 18 17 -9 -10 -18 27 22 23 24 -22 26 -24 28 29 34 31 33 -33 -29 -1 -27 -30 right_child=1 2 -4 4 -6 -7 -8 8 10 -11 -12 -13 13 14 -16 -17 19 -19 -20 -21 21 -23 25 -25 -26 35 -28 30 36 -31 -32 32 -34 -35 -36 -37 -38 leaf_value=0.028872237833382206 1.792194128672282 -3.9379725924405187 25.318164382145323 -3.5703123600586602 -13.874995384216309 16.022422519683836 4.8886387179448052 0.50157106022409625 0.32876290946070841 11.549189506199051 -6.9156633057132844 7.4470272125736363 7.0041740825573608 -0.8516426670308016 4.1430582627006194 -3.5889004268646238 1.1209191088143724 -2.8754824985157361 -0.23099788694318166 3.5724106942052423 0.13386302515115442 4.5705674486574921 0.052478604179896637 16.552364820599557 4.4303615583313833 -0.69301759719848632 0.68155770488613965 -0.017828828252287737 2.1068595042052092 2.7630678523670542 -1.5325348369053433 2.0291219502962554 -0.6136885811110675 -1.0223708373102649 0.38892355145160423 -2.9496108512878418 1.5247005043029784 leaf_weight=21304 45 22 29 23 24 20 26 1559 2381 23 31 31 30 49 23 20 273 22 1153 46 577 23 26239 20 36 20 337 307673 27 22 35 65 59 116 472 20 30 leaf_count=21304 45 22 29 23 24 20 26 1559 2381 23 31 31 30 49 23 20 273 22 1153 46 577 23 26239 20 36 20 337 307673 27 22 35 65 59 116 472 20 30 internal_value=0 4.02474 12.6979 0.819454 -3.94538 6.17073 0.918111 -0.000586503 0.386538 0.858208 0.133877 0.735312 0.194018 2.58515 0.743887 0.125392 0.625806 0.454579 0.146412 1.47443 -0.00670222 0.0809153 0.0771257 0.883016 0.386186 0.057606 0.0604557 -0.0139475 0.0440009 0.0394281 -0.0180609 -0.0178893 0.771656 -0.0182074 0.0366764 -1.82131 1.80046 internal_weight=0 189 51 138 73 65 49 362716 5641 1954 3687 1931 3656 102 72 3554 1900 1581 3534 319 357075 27272 27249 633 613 26616 26576 329803 21855 21798 307948 307913 124 307789 21776 40 57 internal_count=362905 189 51 138 73 65 49 362716 5641 1954 3687 1931 3656 102 72 3554 1900 1581 3534 319 357075 27272 27249 633 613 26616 26576 329803 21855 21798 307948 307913 124 307789 21776 40 57 cat_boundaries=0 7 14 19 26 cat_threshold=2149630976 8652288 67108864 262145 20480 0 128 202703392 1073741900 168301328 1076887552 549520640 2 64 8388736 0 67108928 0 640 536870912 1409092 8388672 2254520624 8522769 2218811520 2 is_linear=0 shrinkage=0.01 Tree=247 num_leaves=43 num_cat=4 split_feature=0 1 7 2 2 26 14 9 7 8 8 5 15 1 25 0 1 14 1 25 9 5 1 26 3 6 3 0 8 1 7 25 12 3 24 0 7 0 7 9 7 12 split_gain=2.99991e+07 3.84162e+07 5.79236e+07 8.41666e+06 7.97538e+06 1.11796e+07 7.68149e+06 6.5901e+06 1.83618e+07 7.83008e+06 6.06811e+06 5.19197e+06 4.80691e+06 4.55731e+06 4.06905e+06 3.24689e+06 3.34998e+06 3.04614e+06 2.22164e+06 4.54955e+06 1.99402e+07 3.16651e+07 9.46865e+06 1.32182e+07 2.04481e+06 4.17033e+06 1.99795e+06 1.48414e+06 1.40154e+06 1.883e+06 1.57841e+06 770651 1.72801e+06 952633 812301 4.04066e+06 1.09016e+06 577567 1.34338e+06 480554 375112 47202.3 threshold=2778.6210000000005 2781.5828000000006 149.17670000000001 251.15409550000004 137.75200000000004 2022.5000000000002 208.66305000000003 1600.0905700000001 1941.9625000000003 2971.7767500000004 1973.6620000000003 1561.8224400000001 1947.7010000000002 555.56875000000014 0 531.22050000000013 786.89439000000004 30.101000000000003 19.406930000000006 1 375.64974000000007 162.66100000000003 786.89439000000004 2022.5000000000002 1493.1141200000004 436.01500000000004 1890.7105500000002 332.68500000000006 711.30690000000016 2781.5828000000006 107.34650000000001 2 1132.9885000000002 2725.8677800000005 3 1275.1415000000002 2822.9627650000007 346.24075000000011 365.31653000000006 658.43074000000013 195.97075000000004 1621.2640000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 left_child=3 4 -3 18 5 -2 13 9 11 10 12 15 14 -6 -5 40 -17 -12 31 20 22 -22 27 -24 28 26 -26 -20 29 -21 -30 32 37 34 35 -33 -36 39 -39 -1 -9 -34 right_child=1 2 -4 7 6 -7 -8 8 -10 -11 17 -13 -14 -15 -16 16 -18 -19 19 24 21 -23 23 -25 25 -27 -28 -29 30 -31 -32 33 41 -35 36 -37 -38 38 -40 -41 -42 -43 leaf_value=0.027989224514301851 7.977957062721253 -1.5208553859165737 19.989070833267704 0.50815826660044494 0.77263194734399976 -0.67439552766936162 4.4091895294189456 0.68810657548904419 8.9090942657695091 -4.5311939353653878 6.8205716560000464 -2.8629318916797639 5.0999294081188387 -5.0356331317084173 -0.067100621881817202 6.3394516356095032 1.1002112095172589 1.4959549121423201 0.045974708178552454 0.047676733913310183 16.170072675432479 -1.4114915504455567 7.9415044965242094 -1.1134789896011352 2.1563207280117531 5.6273982272148135 -2.1099210575648719 1.7621448234275536 1.8058867118507624 -2.2733639826093399 0.14584785046711773 0.015717753710731905 2.08579090224372 -2.1476789547148205 -0.025403821147855075 3.8155174534661427 1.8809795633951822 0.26991464224728673 2.8573662099384127 0.69673577644206863 -1.2486748867034911 1.5094536112149555 leaf_weight=21218 32 21 31 3490 22 28 20 20 34 33 21 32 21 35 1899 23 26 22 754 26020 21 20 38 28 23 20 21 54 96 35 142 53415 27 21 254454 28 30 451 21 108 20 30 leaf_count=21218 32 21 31 3490 22 28 20 20 34 33 21 32 21 35 1899 23 26 22 754 26020 21 20 38 28 23 20 21 54 96 35 142 53415 27 21 254454 28 30 451 21 108 20 30 internal_value=0 3.98449 11.3024 -0.000580611 1.20691 3.94019 -0.922928 0.382675 2.41611 0.325223 0.354612 0.591634 0.324872 -2.79385 0.306264 1.83372 3.55945 4.09635 -0.0066352 0.0801061 0.769473 7.5937 0.458147 4.1 0.0558612 1.84117 0.12016 0.160669 0.0515368 0.0445589 0.815443 -0.013808 0.0435609 -0.0178803 -0.0177356 0.0177052 -0.0251781 0.0390338 0.385034 0.0313759 -0.280284 1.78246 internal_weight=0 189 52 362716 137 60 77 5641 155 5486 5453 121 5410 57 5389 89 49 43 357075 27272 915 41 874 66 26357 64 44 808 26293 26055 238 329803 21855 307948 307927 53443 254484 21798 472 21326 40 57 internal_count=362905 189 52 362716 137 60 77 5641 155 5486 5453 121 5410 57 5389 89 49 43 357075 27272 915 41 874 66 26357 64 44 808 26293 26055 238 329803 21855 307948 307927 53443 254484 21798 472 21326 40 57 cat_boundaries=0 7 12 19 20 cat_threshold=2285225504 8652352 201855248 262145 12603648 0 128 9437312 0 67108928 0 640 536870912 1409092 8388672 2254520624 8522769 2218811520 2 3 is_linear=0 shrinkage=0.01 Tree=248 num_leaves=41 num_cat=5 split_feature=0 4 1 2 2 26 2 25 7 3 3 0 4 7 3 10 9 12 13 9 24 1 4 25 9 1 9 3 1 8 3 25 12 10 3 24 0 7 0 12 split_gain=2.94021e+07 5.10754e+07 1.03845e+08 3.43823e+07 1.29754e+07 2.34405e+07 8.2495e+06 6.51162e+06 2.57652e+07 3.91368e+07 1.22037e+07 5.59623e+06 1.00525e+07 4.88623e+06 4.26148e+06 3.67947e+06 2.76975e+06 2.51524e+06 2.71795e+06 2.44628e+06 2.566e+06 2.17743e+06 4.52994e+06 4.15047e+06 4.92594e+07 6.04334e+06 2.14932e+06 1.91706e+06 2.88354e+06 1.61852e+06 1.36746e+06 755315 1.69362e+06 1.60019e+06 933676 796137 3.96025e+06 1.06847e+06 575124 46263 threshold=2778.6210000000005 2693.9010000000007 2781.5828000000006 1827.1555000000001 27.046500000000005 2022.5000000000002 251.15409550000004 0 1538.3385000000001 1493.1141200000004 2725.8677800000005 1519.5755740000002 128.12600000000003 826.12250000000006 453.37980000000005 1935.1350000000002 375.64974000000007 911.29109000000005 323.16225000000003 1972.2770000000003 1 19.406930000000006 2693.9010000000007 2 203.268 786.89439000000004 320.30100000000004 1493.1141200000004 248.93500000000003 711.30690000000016 1282.3492500000004 3 1132.9885000000002 1935.1350000000002 2725.8677800000005 4 1275.1415000000002 2822.9627650000007 346.24075000000011 1621.2640000000004 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 left_child=6 3 -3 4 5 -2 21 8 15 14 11 17 -13 -12 -10 19 -6 18 -9 20 -8 31 23 24 25 -23 -14 29 -29 -25 -19 32 33 38 35 36 -33 -37 -1 -34 right_child=1 2 -4 -5 16 -7 7 10 9 -11 13 12 26 -15 -16 -17 -18 30 -20 -21 -22 22 -24 27 -26 -27 -28 28 -30 -31 -32 34 39 -35 -36 37 -38 -39 -40 -41 leaf_value=0.02827066379871011 11.738660703386579 -3.8871731602061881 24.924428417600435 -8.8926274526530307 1.7231181635856629 -1.4340707206726075 0.99252756103196671 0.098118932348998947 -1.8913715515966001 16.529239325156581 -1.9632456429799399 7.6230663834299355 -1.3322387186686198 -8.5683237915947323 4.2648095772483137 4.1596622789317168 -2.9483137512207032 -0.81811742882836958 1.1710713451609893 -2.537040934753418 0.23657175133048103 0.13135081887141878 4.5153846234860628 0.044416387607163731 16.327178298950194 4.3544332551956177 2.2769444644812382 4.4353187355041506 0.126352349396159 0.84340907895006245 -3.6581230436052596 0.015560576881007274 2.0649329934296783 2.7342452985590153 -2.1262021289552964 -0.025149782617767926 3.7773622185843334 1.8621698608398438 0.38118396806262306 1.4943591326077781 leaf_weight=21304 35 22 29 29 30 22 893 3184 23 26 24 28 33 21 22 29 22 88 255 25 936 577 23 26294 20 36 33 25 41 256 21 53415 27 22 21 254454 28 30 472 30 leaf_count=21304 35 22 29 29 30 22 893 3184 23 26 24 28 33 21 22 29 22 88 255 25 936 577 23 26294 20 36 33 25 41 256 21 53415 27 22 21 254454 28 30 472 30 internal_value=0 3.94465 12.4959 0.784406 3.35903 6.65445 -0.000574683 0.378856 0.843858 6.76175 0.129777 0.19408 2.60235 -5.04562 1.11832 0.625201 -0.253257 0.130276 0.177678 0.569915 0.612383 -0.00656885 0.079305 0.0755607 0.869506 0.379362 0.472353 0.0563307 1.75854 0.0521204 -1.36527 -0.0136699 0.0431253 0.0386435 -0.0177015 -0.0175583 0.0175282 -0.0249263 0.0359201 1.76463 internal_weight=0 189 51 138 109 57 362716 5641 1954 71 3687 3642 94 45 45 1883 52 3548 3439 1854 1829 357075 27272 27249 633 613 66 26616 66 26550 109 329803 21855 21798 307948 307927 53443 254484 21776 57 internal_count=362905 189 51 138 109 57 362716 5641 1954 71 3687 3642 94 45 45 1883 52 3548 3439 1854 1829 357075 27272 27249 633 613 66 26616 66 26550 109 329803 21855 21798 307948 307927 53443 254484 21776 57 cat_boundaries=0 7 8 13 20 21 cat_threshold=2149630976 8652288 67108864 262145 20480 0 128 1148 8388736 0 67108928 0 640 536870912 1409092 8388672 2254520624 8522769 2218811520 2 3 is_linear=0 shrinkage=0.01 Tree=249 num_leaves=39 num_cat=7 split_feature=0 4 1 2 2 2 9 10 6 4 1 10 0 6 8 10 25 9 1 4 25 9 1 4 24 0 8 25 10 24 0 25 0 0 0 0 7 24 split_gain=2.8817e+07 5.0059e+07 1.01778e+08 3.36981e+07 1.27171e+07 8.08626e+06 6.48966e+06 4.06894e+07 1.00107e+07 8.53341e+06 9.40348e+06 7.2865e+06 5.56343e+06 9.32845e+06 5.12678e+06 4.54793e+06 3.70819e+06 2.71463e+06 2.1341e+06 4.4398e+06 4.06787e+06 4.82791e+07 5.92308e+06 1.91832e+06 1.40708e+06 7.58857e+06 1.63978e+06 733027 1.5599e+06 869062 3.59729e+06 2.48072e+06 1.04427e+06 5.08068e+06 1.50468e+06 696410 1.09302e+06 569730 threshold=2778.6210000000005 2693.9010000000007 2781.5828000000006 1827.1555000000001 27.046500000000005 251.15409550000004 1600.0905700000001 33.015000000000008 1937.6795000000002 2693.9010000000007 1098.6214000000002 1935.1350000000002 1519.5755740000002 19.022500000000004 462.61250000000001 348.10000000000002 0 375.64974000000007 19.406930000000006 2693.9010000000007 1 203.268 786.89439000000004 480.67500000000001 2 804.19674500000008 249.69280000000003 3 1935.1350000000002 4 1275.1415000000002 5 747.41500000000008 688.40820000000008 1519.5755740000002 346.24075000000011 313.37825000000004 6 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 1 2 2 9 2 1 2 9 2 2 2 2 2 1 left_child=5 3 -3 4 -2 18 9 -8 15 11 -11 12 16 -14 -13 -9 -7 -6 27 20 21 22 -20 -17 25 -22 -26 28 35 30 31 -29 33 -31 -34 37 -37 -1 right_child=1 2 -4 -5 17 6 7 8 -10 10 -12 14 13 -15 -16 23 -18 -19 19 -21 24 -23 -24 -25 26 -27 -28 29 -30 32 -32 -33 34 -35 -36 36 -38 -39 leaf_value=0.12739529775175565 6.5879036394755044 -3.8483013430508706 24.675184844444541 -8.8037013481403221 1.7058869876861573 0.44561462868135981 14.66729614859042 5.5803957530726551 -5.1764740364639854 1.0524163891020275 -7.9445686369675856 0.3667625427246094 5.3589307265446111 0.18149044609617915 6.9957770603043699 3.0744181737032803 -0.12728679979038612 -2.9188306600397285 0.13003731032797947 4.470231110945992 0.19699610449190999 16.163907020568846 4.3108891697724658 -0.37765829594930012 0.015548497521860445 3.770259942602916 0.42142933312251879 0.24258481192053868 2.7069027241793542 -0.024930930782463136 3.5402745766475285 -0.00313102382691762 -1.0792951689720154 3.228794727722804 0.69291487769475058 0.31628079174229734 2.5110422082742057 0.0020757739554882011 leaf_weight=4839 57 22 29 29 30 3603 23 23 27 21 26 20 58 87 28 22 1643 22 577 23 2314 20 36 60 23201 61 1040 4472 22 255929 29 49345 200 48 63 416 24 14416 leaf_count=4839 57 22 29 29 30 3603 23 23 27 21 26 20 58 87 28 22 1643 22 577 23 2314 20 36 60 23201 61 1040 4472 22 255929 29 49345 200 48 63 416 24 14416 internal_value=0 3.9052 12.3709 0.776562 3.32544 -0.000568597 0.375089 2.39297 0.254258 0.318076 -3.92464 0.354739 0.320202 2.25247 4.23369 1.65073 0.266794 -0.250724 -0.00650316 0.078512 0.0748051 0.860811 0.375569 0.548509 0.0557674 0.287562 0.0329482 -0.0135332 0.0455758 -0.0172926 0.0192254 0.0173316 -0.0249669 -0.0243208 -0.654773 0.0426262 0.435995 0.0336372 internal_weight=0 189 51 138 109 362716 5641 155 132 5486 47 5439 5391 145 48 105 5246 52 357075 27272 27249 633 613 82 26616 2375 24241 329803 19717 310086 53846 53817 256240 255977 263 19695 440 19255 internal_count=362905 189 51 138 109 362716 5641 155 132 5486 47 5439 5391 145 48 105 5246 52 357075 27272 27249 633 613 82 26616 2375 24241 329803 19717 310086 53846 53817 256240 255977 263 19695 440 19255 cat_boundaries=0 7 12 13 20 21 27 28 cat_threshold=2351023648 1082394180 201855248 1074003969 12603648 0 128 8388736 0 67108928 0 640 4 536870912 18186244 8388672 2254520624 8522769 2218811520 2 3 1081600 2097216 2147483665 1073742336 0 2048 52 is_linear=0 shrinkage=0.01 Tree=250 num_leaves=40 num_cat=6 split_feature=2 4 10 6 0 4 8 4 6 25 2 3 15 4 6 8 4 10 25 2 15 1 25 0 0 1 8 25 1 10 7 25 8 24 0 2 1 0 1 split_gain=5.39958e+07 1.21534e+08 6.39184e+07 1.99962e+07 1.27511e+07 5.6069e+06 7.21024e+06 5.27337e+06 5.26935e+06 4.86345e+06 4.39484e+06 5.71377e+06 4.6946e+06 3.59504e+06 3.12002e+06 2.84818e+06 2.77722e+06 4.8911e+06 2.7633e+06 1.73459e+06 2.55822e+06 1.86356e+06 4.23593e+06 4.54381e+06 3.92459e+06 1.26835e+06 1.1808e+06 1.10158e+06 1.07674e+06 1.07351e+06 1.44269e+06 1.04723e+06 784255 765253 746035 709216 563842 488660 148701 threshold=2682.0900000000006 2693.9010000000007 102.72500000000001 1529.30718 887.79240000000016 244.94670000000002 2971.7767500000004 26.256000000000004 814.10926000000006 0 1468.575 1282.3492500000004 31.050411 2693.9010000000007 355.17104999999998 154.63500000000002 1888.1190000000004 767.74042000000009 1 41.596750000000007 1582.5954300000001 263.08925000000005 2 1519.5755740000002 1275.1415000000002 1892.2623000000001 130.24532050000002 3 860.12500000000011 3056.7500000000005 2822.9627650000007 4 658.8995000000001 5 137.52300000000002 673.68310000000008 11.926500000000003 428.67780000000005 2781.5828000000006 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 9 2 2 2 9 2 1 2 2 2 2 2 left_child=5 3 -3 4 26 19 9 -6 -8 10 16 15 -13 27 -15 -12 18 -18 -7 25 21 31 23 -23 -24 29 36 28 -11 30 33 32 -21 -1 38 -29 -2 -33 -27 right_child=1 2 -4 -5 7 6 8 -9 -10 13 11 12 -14 14 -16 -17 17 -19 -20 20 -22 22 24 -25 -26 34 -28 35 -30 -31 -32 37 -34 -35 -36 -37 -38 -39 -40 leaf_value=0.010682422998756295 2.1754137848163473 31.310674405305281 7.4686052773215561 -5.5292240122291778 11.006269130706787 0.26113345349329531 0.44757336425781247 4.1171225601196291 -6.2245274971271387 -0.15763198504682449 -2.076216015815735 2.5295768206460134 8.8730290622711188 -0.42403469123840332 -5.7231070766448982 2.0524556000449441 3.3246485480140242 -1.1630912556367763 0.97263529113863589 0.13412816991215754 3.4935529806397176 0.69792377315805754 -0.053080902903153218 4.4737932193640511 -3.5974302323659262 -0.094448313857569841 -1.6234412612915039 0.14958643894162951 -1.7899670738397644 -1.8463340640068056 2.0451419482511635 -0.0055918222592708363 1.0400032884066868 -0.023668169855927696 -2.4552385293283772 0.85806241973088337 0.167283285635489 -0.50500932261347775 -1.0951248705828631 leaf_weight=87203 29 23 22 36 20 1822 20 25 29 671 24 28 20 25 20 55 85 34 786 6482 22 931 586 33 33 33 20 1499 43 32 34 9604 97 253014 31 156 27 200 27 leaf_count=87203 29 23 22 36 20 1822 20 25 29 671 24 28 20 25 20 55 85 34 786 6482 22 931 586 33 33 33 20 1499 43 32 34 9604 97 253014 31 156 27 200 27 internal_value=0 5.16629 19.6546 1.01361 2.96023 -0.00530563 0.317046 7.17897 -3.50122 0.352561 0.630939 2.45153 5.17268 0.0207447 -2.77918 0.798176 0.548465 2.04244 0.480297 -0.0100883 0.0856145 0.0814413 0.409085 0.818688 -0.238189 -0.015146 0.4623 0.0740178 -0.252403 -0.0148304 -0.0146581 0.0497829 0.14726 -0.014864 -1.19558 0.215068 1.20721 -0.0157638 -0.544753 internal_weight=0 202 45 157 121 363679 5317 45 49 5268 2854 127 48 2414 45 79 2727 119 2608 358362 17988 17966 1583 964 619 340374 76 2369 714 340283 340251 16383 6579 340217 91 1655 56 9804 60 internal_count=363881 202 45 157 121 363679 5317 45 49 5268 2854 127 48 2414 45 79 2727 119 2608 358362 17988 17966 1583 964 619 340374 76 2369 714 340283 340251 16383 6579 340217 91 1655 56 9804 60 cat_boundaries=0 7 14 21 28 34 35 cat_threshold=137479200 1082459656 235409424 327681 87040 16384 132 3245056 1024 33558528 1 81920 0 128 67142148 263168 528656 1073741824 4198400 0 128 2156396676 16777220 2048 1081081890 8390656 0 64 137660928 134479940 176161536 104071680 541082113 18690 7 is_linear=0 shrinkage=0.01 Tree=251 num_leaves=44 num_cat=7 split_feature=2 4 10 6 0 4 8 4 6 25 2 3 15 4 6 8 4 10 25 6 3 25 10 8 8 2 2 3 7 8 24 10 14 8 13 25 13 0 24 0 2 24 0 split_gain=5.29212e+07 1.19115e+08 6.26464e+07 1.95983e+07 1.24974e+07 5.49611e+06 7.06684e+06 5.16843e+06 5.16449e+06 4.76735e+06 4.30718e+06 5.60007e+06 4.60117e+06 3.5235e+06 3.05793e+06 2.7915e+06 2.72178e+06 4.79376e+06 2.70915e+06 1.72843e+06 2.35723e+06 2.71462e+06 5.13163e+06 2.44174e+06 2.06606e+06 4.19003e+06 4.34233e+06 1.61691e+06 4.69337e+06 5.50275e+06 4.62542e+06 1.57513e+06 2.59044e+06 1.1573e+06 1.14217e+06 1.07966e+06 1.46674e+06 985496 1.94309e+06 901412 695103 575734 44285.8 threshold=2682.0900000000006 2693.9010000000007 102.72500000000001 1529.30718 887.79240000000016 244.94670000000002 2971.7767500000004 26.256000000000004 814.10926000000006 0 1468.575 1282.3492500000004 31.050411 2693.9010000000007 355.17104999999998 154.63500000000002 1888.1190000000004 767.74042000000009 1 898.38705000000004 815.10500000000013 2 676.98000000000013 289.16250000000008 1017.6571000000002 354.40600000000001 673.68310000000008 571.90530000000001 610.83000000000004 32.473000000000006 3 543.00900000000013 330.43500000000006 130.24532050000002 776.13908000000004 4 106.69600000000001 3.3935000000000004 5 497.59550000000002 673.68310000000008 6 3.5650000000000008 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 1 2 2 1 2 left_child=5 3 -3 4 33 19 9 -6 -8 10 16 15 -13 35 -15 -12 18 -18 -7 24 21 22 23 -21 27 34 -27 37 30 -30 -29 32 -23 42 39 36 -11 41 -39 -26 -37 -1 -2 right_child=1 2 -4 -5 7 6 8 -9 -10 13 11 12 -14 14 -16 -17 17 -19 -20 20 -22 31 -24 -25 25 26 -28 28 29 -31 -32 -33 -34 -35 -36 40 -38 38 -40 -41 -42 -43 -44 leaf_value=0.024266969672199833 1.421345085817225 30.997568080736244 7.3939194313504482 -5.4739317086007864 10.896206785202025 0.25853637567416288 0.44309767007827761 4.0759513595581049 -6.1622821952556741 -0.073668994662054552 -2.0554538138707481 2.5042809976850235 8.7842990283966067 -0.41979430179595945 -5.665875972747803 2.0319310552423651 3.2914021082485427 -1.1514603446511662 0.9630311294674907 0.12677282686891228 -1.8134007608890534 0.32793369879292011 6.7571026784465431 4.0394061162255026 0.33579341987845518 6.9231718190511069 0.75493772220611577 1.2393585295645182 5.5335469328390579 0.04194161309136285 -0.24726012907068665 -1.5928045333059211 4.0452665271759027 -1.6072068634033203 2.6403412837982176 0.14809057749604049 -1.3964792184731394 0.10392305333358481 -0.028486032953031339 -1.7299306521208391 0.84948179572056504 -0.023280683573681023 0.84554008657282054 leaf_weight=27971 34 23 22 36 20 1822 20 25 29 617 24 28 20 25 20 55 85 34 786 58 38 299 21 22 259 21 25 288 37 36 697 38 20 20 20 1499 97 20158 24599 23 156 283732 22 leaf_count=27971 34 23 22 36 20 1822 20 25 29 617 24 28 20 25 20 55 85 34 786 58 38 299 21 22 259 21 25 288 37 36 697 38 20 20 20 1499 97 20158 24599 23 156 283732 22 internal_value=0 5.11463 19.458 1.00347 2.93063 -0.00525224 0.313899 7.10718 -3.46621 0.349059 0.624673 2.42702 5.12096 0.0205373 -2.75139 0.790194 0.543026 2.02201 0.475541 -0.00998747 0.579921 0.778493 2.14522 1.20275 -0.0108051 0.759336 3.57087 -0.0115547 0.378797 2.82536 0.197478 0.3227 0.560995 0.457677 0.331089 0.0732776 -0.249879 -0.0127133 0.0311662 0.167312 0.212917 -0.0190139 1.19514 internal_weight=0 202 45 157 121 363679 5317 45 49 5268 2854 127 48 2414 45 79 2727 119 2608 358362 496 458 101 80 357866 348 46 357518 1058 73 985 357 319 76 302 2369 714 356460 44757 282 1655 311703 56 internal_count=363881 202 45 157 121 363679 5317 45 49 5268 2854 127 48 2414 45 79 2727 119 2608 358362 496 458 101 80 357866 348 46 357518 1058 73 985 357 319 76 302 2369 714 356460 44757 282 1655 311703 56 cat_boundaries=0 7 14 18 19 26 27 28 cat_threshold=137479200 1082459656 235409424 327681 87040 16384 132 3245056 1024 33558528 1 81920 0 128 32768 0 0 1073741824 2074 2156396676 16777220 2048 1081081890 8390656 0 64 62 1 is_linear=0 shrinkage=0.01 Tree=252 num_leaves=34 num_cat=4 split_feature=2 9 5 0 3 2 0 26 8 6 25 15 5 8 13 1 1 3 0 0 13 9 25 0 0 9 6 7 3 25 7 25 26 split_gain=5.18681e+07 1.02266e+08 3.16593e+07 1.04738e+08 1.56702e+07 5.35922e+06 5.29303e+06 4.84453e+06 4.11111e+06 5.86256e+06 4.31641e+06 5.49791e+06 4.18604e+06 4.94321e+06 2.68996e+06 2.49753e+06 2.09929e+06 1.83271e+06 1.37265e+06 1.31911e+06 2.17824e+06 2.57427e+06 1.90645e+06 3.77527e+06 3.39823e+06 1.02223e+06 998097 1.13032e+06 899918 834662 813776 515178 317645 threshold=2682.0900000000006 2854.0889000000006 14.489570000000002 1519.5755740000002 2725.8677800000005 189.07500000000002 1117.6621800000003 2022.5000000000002 2971.7767500000004 1000.0509250000001 0 1947.7010000000002 1908.1960000000001 350.23475000000002 1063.1169900000002 1892.2623000000001 214.60600000000002 297.12438000000003 137.52300000000002 3.1710000000000007 1369.2025000000001 580.86400000000015 1 1884.2950000000003 992.19979999999998 213.86000000000004 576.6450000000001 99.402400000000014 2725.8677800000005 2 2822.9627650000007 3 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 9 2 left_child=5 2 3 7 6 15 25 -2 10 -10 11 12 16 -14 26 19 -7 18 32 28 22 -22 23 -21 -24 -4 29 -28 30 -12 31 -1 -17 right_child=1 -3 4 -5 -6 8 -8 -9 9 -11 14 -13 13 -15 -16 17 -18 -19 -20 20 21 -23 24 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=0.031780947918257828 3.2041691786667394 23.995893048477175 0.19329003924415225 26.214626406715031 -8.3040622669219974 0.22333547466032852 4.1878621805125276 -2.4820217181790261 0.97944332838058479 -6.5855941045851933 -0.39092021048387743 4.411410607474191 5.5128290726797919 0.63266036538516779 -2.9268264836072921 -0.93899835503619655 0.66574742309542645 -4.2165120677947998 -2.429245003880681 0.38083235914745778 -0.16365267944335937 4.9100770573616028 0.037660335998789631 4.3971808799107865 -0.8496348468289463 -2.9268883405412947 -0.2335583781222908 1.7845824604295195 1.7440020995304502 0.047224130685738185 1.5769529294967652 -0.021155626941547424 0.5358502674102783 leaf_weight=19612 29 25 21 21 25 2817 29 31 20 21 551 35 35 51 32 23 1732 20 37 942 20 20 43107 24 436 21 49 64 29 1928 32 292002 40 leaf_count=19612 29 25 21 21 25 2817 29 31 20 21 551 35 35 51 32 23 1732 20 37 942 20 20 43107 24 436 21 49 64 29 1928 32 292002 40 internal_value=0 5.06348 2.38941 6.99365 -1.49541 -0.00519909 0.902006 0.266304 0.262364 -2.89533 0.280114 0.461928 0.433101 2.61878 -0.0450552 -0.0107066 0.391781 -1.45313 -0.90045 -0.0102207 0.0406785 2.37321 0.0385823 0.475693 0.0287692 -1.3668 -0.0096516 0.909459 -0.017496 -0.0515473 -0.0176599 -0.0178236 -0.00258653 internal_weight=0 202 177 81 96 363679 71 60 7335 41 7294 4670 4635 86 2624 356344 4549 120 100 356224 44549 40 44509 966 43543 42 2592 113 311675 2479 311646 311614 63 internal_count=363881 202 177 81 96 363679 71 60 7335 41 7294 4670 4635 86 2624 356344 4549 120 100 356224 44549 40 44509 966 43543 42 2592 113 311675 2479 311646 311614 63 cat_boundaries=0 7 13 18 25 cat_threshold=204523008 1082394176 201330960 262657 12603648 16384 132 1048576 4 67108928 65536 8389761 4210688 2692743172 134283520 3141 2185297922 2112 128 1074888708 268437637 2217739040 33687568 2424335378 2 is_linear=0 shrinkage=0.01 Tree=253 num_leaves=38 num_cat=4 split_feature=2 3 12 0 10 2 25 1 15 1 5 2 3 3 11 25 0 5 3 18 13 3 14 0 0 13 6 25 0 0 6 1 3 7 25 3 1 split_gain=5.08359e+07 7.93915e+07 1.60438e+08 8.95601e+06 1.39981e+07 5.25239e+06 3.80435e+06 1.01714e+07 5.08127e+06 2.44783e+06 2.2974e+06 2.46894e+06 7.3347e+06 6.19123e+06 2.0249e+06 1.99679e+06 2.62582e+06 1.87486e+06 1.79624e+06 1.69041e+06 2.60355e+06 1.66287e+06 1.52676e+06 1.34533e+06 1.29292e+06 2.13463e+06 2.3446e+06 1.8877e+06 3.69389e+06 3.33124e+06 953489 1.42027e+06 881989 797561 508302 453763 22900.3 threshold=2682.0900000000006 2725.8677800000005 85.709000000000017 688.40820000000008 484.16250000000002 189.07500000000002 0 2781.5828000000006 1947.7010000000002 1892.2623000000001 584.10300000000018 1107.4580000000003 648.27500000000009 1890.7105500000002 41.736000000000011 1 887.79240000000016 1908.1960000000001 297.12438000000003 271.72650000000004 1063.1169900000002 2725.8677800000005 130.17950000000002 137.52300000000002 3.3935000000000004 1369.2025000000001 368.02500000000003 2 1884.2950000000003 992.19979999999998 44.980991500000009 53.904000000000003 2725.8677800000005 2822.9627650000007 3 815.10500000000013 2781.5828000000006 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 left_child=5 3 -3 14 35 9 8 17 10 24 15 13 -13 -12 30 16 -7 19 23 20 -8 -17 -21 36 32 27 -27 28 -26 -29 31 -2 33 34 -1 -5 -11 right_child=1 2 -4 4 -6 6 7 -9 -10 18 11 12 -14 -15 -16 21 -18 -19 -20 22 -22 -23 -24 -25 25 26 -28 29 -30 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.030980905120667687 2.4399685463538536 0.017644062042236328 35.384186872399376 6.6915402374267581 -2.1742985170537774 0.79328308521827295 0.03564817398860063 -6.9131548200334816 4.0737168864714794 -0.15720288904089677 0.89657922004100299 -0.82453501156398235 3.6797469763662303 -4.5435774404352358 -3.5264035987854006 0.21831728962174615 3.8791785621643067 2.4765069651603699 -4.1743469581604007 -0.47456445381045342 -2.7057727939060756 3.1123741793632509 2.1742803598852722 -2.4049526405334474 0.38012054943208251 -0.071572818756103523 4.7705329608917237 0.037390770589477568 4.3532090282440183 -0.84113849284998865 -1.7411545124053955 -1.0123233777826481 1.7265621639120168 1.5611833822727204 -0.020977400683973201 8.8217116165161134 0.23249550704956054 leaf_weight=20120 26 29 23 20 22 341 3395 21 39 38 426 56 102 22 20 2716 30 32 20 32 35 20 68 37 937 20 20 42889 24 436 20 22 29 32 291717 20 25 leaf_count=20120 26 29 23 20 22 341 3395 21 39 38 426 56 102 22 20 2716 30 32 20 32 35 20 68 37 937 20 20 42889 24 436 20 22 29 32 291717 20 25 internal_value=0 5.01285 15.6605 1.32165 4.23275 -0.00514719 0.259736 0.0259005 0.481686 -0.0105996 0.445254 1.00849 2.08329 0.629429 -0.729353 0.335398 1.01545 0.0668829 -1.4386 0.0450392 0.00767449 0.238601 1.32665 -0.891446 -0.0101185 0.0404175 2.34948 0.0383319 0.474408 0.0285431 0.0933085 0.857668 -0.0173005 -0.0174627 -0.0176247 7.75663 -0.00256067 internal_weight=0 202 52 150 62 363679 7335 3583 3752 356344 3713 606 158 448 88 3107 371 3562 120 3530 3430 2736 100 100 356224 44326 40 44286 961 43325 68 48 311898 311869 311837 40 63 internal_count=363881 202 52 150 62 363679 7335 3583 3752 356344 3713 606 158 448 88 3107 371 3562 120 3530 3430 2736 100 100 356224 44326 40 44286 961 43325 68 48 311898 311869 311837 40 63 cat_boundaries=0 7 13 19 26 cat_threshold=204522496 1082394112 201326864 262657 12603392 16384 128 67108864 262656 67108880 262144 8404992 16384 1048576 4 67108928 65536 8389761 4210688 128 1074888708 268437637 2217739040 33687568 2424319122 2 is_linear=0 shrinkage=0.01 Tree=254 num_leaves=44 num_cat=6 split_feature=2 4 10 6 0 4 8 6 4 25 2 3 7 4 6 9 4 10 25 6 3 5 0 1 8 2 2 7 3 7 5 24 1 25 9 8 0 25 13 13 3 24 1 split_gain=4.98243e+07 1.15133e+08 6.27349e+07 1.91511e+07 1.15994e+07 5.26617e+06 6.82772e+06 4.97066e+06 4.94054e+06 4.61777e+06 4.10464e+06 5.41604e+06 3.74123e+06 3.44435e+06 3.00153e+06 2.85648e+06 2.6472e+06 4.72722e+06 2.66104e+06 1.6763e+06 2.30729e+06 3.36511e+06 3.88551e+06 2.9304e+06 2.01302e+06 4.08203e+06 4.24643e+06 1.60973e+06 1.56696e+06 4.58474e+06 7.16704e+06 4.53606e+06 1.68533e+06 1.98344e+06 1.29143e+06 1.13739e+06 1.06803e+06 1.05489e+06 1.36342e+06 720056 711609 665367 544248 threshold=2682.0900000000006 2693.9010000000007 102.72500000000001 1529.30718 887.79240000000016 244.94670000000002 2971.7767500000004 814.10926000000006 26.256000000000004 0 1468.575 1282.3492500000004 826.12250000000006 2693.9010000000007 355.17104999999998 580.86400000000015 1888.1190000000004 767.74042000000009 1 898.38705000000004 815.10500000000013 236.84755000000004 497.59550000000002 207.31714000000002 1017.6571000000002 354.40600000000001 673.68310000000008 1131.6606400000003 571.90530000000001 610.83000000000004 155.08350000000004 2 962.58510000000012 3 827.32299999999998 130.24532050000002 3.3935000000000004 4 106.69600000000001 138.62250000000003 1493.1141200000004 5 11.926500000000003 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 9 2 2 2 1 2 left_child=5 3 -3 4 35 19 9 -8 -6 10 16 15 -13 37 -15 -12 18 -18 -7 24 21 27 23 -23 28 34 -27 39 32 31 -31 -30 36 -34 41 42 -1 38 -11 -21 -39 -26 -2 right_child=1 2 -4 -5 8 6 7 -9 -10 13 11 12 -14 14 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 26 -28 -29 29 30 -32 -33 33 -35 -36 -37 -38 40 -40 -41 -42 -43 -44 leaf_value=-0.018168844653635344 2.1257896896888471 30.611981174634852 6.9916754809292883 -5.4822002511554295 10.554169073581695 0.25187340575990197 0.42694978284835816 -6.0532909853705039 3.8859705490112306 -0.076429518623531145 -0.84768370462500531 2.4538026252159706 8.0569207035411488 -0.41207748584747317 -5.609551012992859 3.0079306527340051 3.2525608900855572 -1.1593581367941463 0.94997900045097783 0.25744493010015423 -1.796620626951519 0.037560317357381183 6.0272675323486329 3.7475478176637131 0.65186311522806717 6.8397961780003138 0.74005652561187751 3.0244069938659668 1.2255775330530718 -0.65861970265706382 5.6370872694998981 -0.2465877581085309 -1.6345514743328096 -0.18983161821509853 2.3333466279917752 -1.6035784702301026 0.034191854860884198 0.24177332606266086 -1.3431636437104673 -1.3229396983981132 -1.3127203528086344 -0.31151116037943277 0.1528593303539135 leaf_weight=311457 29 23 22 36 20 1822 20 29 25 639 46 26 22 25 20 33 85 34 786 291 38 60 22 33 117 21 25 20 288 33 40 697 125 353 29 20 44525 1602 98 32 30 156 27 leaf_count=311457 29 23 22 36 20 1822 20 29 25 639 46 26 22 25 20 33 85 34 786 291 38 60 22 33 117 21 25 20 288 33 40 697 125 353 29 20 44525 1602 98 32 30 156 27 internal_value=0 4.96272 19.0643 0.920872 2.82592 -0.00509571 0.307308 -3.40829 6.84961 0.341868 0.613123 2.37259 5.0219 0.0185552 -2.72207 0.762889 0.53343 1.99201 0.466877 -0.00973083 0.571213 0.767671 2.24802 1.35401 -0.010536 0.749655 3.52472 0.271343 -0.011276 0.373 2.79108 0.193791 -0.0124165 -0.605802 0.326963 0.443468 -0.0116197 0.0706926 -0.241591 0.100874 0.2119 0.113831 1.17456 internal_weight=0 202 45 157 121 363679 5317 49 45 5268 2854 127 48 2414 45 79 2727 119 2608 358362 496 458 115 93 357866 348 46 343 357518 1058 73 985 356460 478 302 76 355982 2369 737 323 1632 273 56 internal_count=363881 202 45 157 121 363679 5317 49 45 5268 2854 127 48 2414 45 79 2727 119 2608 358362 496 458 115 93 357866 348 46 343 357518 1058 73 985 356460 478 302 76 355982 2369 737 323 1632 273 56 cat_boundaries=0 7 14 15 18 25 26 cat_threshold=137479200 1082459656 235409424 327681 87040 16384 132 3245056 1024 33558528 1 81920 0 128 2074 1081344 0 4160 2156396676 16777220 2052 1081081890 8390656 0 64 1800 is_linear=0 shrinkage=0.01 Tree=255 num_leaves=38 num_cat=2 split_feature=3 12 2 6 1 0 4 0 2 5 1 4 25 6 1 9 6 2 4 1 3 11 25 12 7 10 12 4 4 3 7 3 0 2 11 2 10 split_gain=1.94568e+07 6.34358e+07 1.13578e+08 2.71291e+07 6.99064e+06 9.73368e+06 1.39281e+07 3.80563e+07 1.25203e+07 9.44249e+06 5.69286e+06 3.34227e+06 3.27383e+06 7.14128e+06 3.78122e+06 3.54816e+06 3.17223e+06 2.5175e+06 2.29789e+06 3.63595e+06 2.14628e+06 1.94603e+06 6.96482e+06 4.67211e+07 1.85897e+06 1.48513e+06 1.47338e+06 1.37327e+06 1.12404e+06 1.11897e+06 992454 1.89111e+06 1.1875e+06 938009 360711 301894 241394 threshold=2725.8677800000005 85.709000000000017 1827.1555000000001 1937.6795000000002 137.46340000000004 887.79240000000016 187.22651400000004 2778.6210000000005 1107.4580000000003 2871.8940000000007 2781.5828000000006 480.67500000000001 0 1937.6795000000002 2781.5828000000006 1972.2770000000003 652.29725000000008 2682.0900000000006 1292.0010000000002 631.04475000000014 1118.1025000000002 75.151416000000026 1 154.11500000000004 576.56500000000017 1935.1350000000002 114.01200000000001 1522.8167500000002 27.488750000000003 132.01500000000001 99.402400000000014 104.41300000000003 992.19979999999998 36.814700000000009 401.02700000000004 19.645125000000004 3056.7500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 18 17 12 7 8 16 10 11 -8 14 20 15 24 -7 21 19 35 33 25 23 34 -6 30 -22 29 -19 -24 32 -32 -1 -14 -23 -2 -27 right_child=1 2 -4 -5 5 6 9 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 28 -20 -21 26 22 27 -25 -26 36 -28 -29 -30 -31 31 -33 -34 -35 -36 -37 -38 leaf_value=-0.01340853632949629 1.7807953958925993 0.10976744547966988 29.819073266116057 -10.534366252733314 0.31003373417163604 0.50619101049470117 -1.2420553733242883 14.216237501416888 7.2512912317224449 6.1250069574209363 -4.28348105875651 0.84164704924199119 -0.097834627273996749 5.9643411216735842 3.6978411534253293 -3.1983397037642347 4.6097632655643279 -1.0052454308101109 -1.1157643612948331 6.0467307666653678 -0.63826760619185696 -0.03607637361363248 0.063497316848919377 16.596128797531129 1.0648852566453848 2.3826954453079789 -3.6537817896329439 -1.9913792465579123 -4.1092107658386237 0.42093658838464343 0.041126049752181988 0.54690359737894167 -0.60382404616850915 0.19140487904235687 1.4228693628311158 0.12243132999965124 0.93320383071899415 leaf_weight=339955 23 31 22 23 3904 183 108 28 37 26 30 268 3271 20 34 28 21 28 22 21 43 111 5725 20 356 27 26 31 20 1034 4736 876 341 1706 20 21 20 leaf_count=339955 23 31 22 23 3904 183 108 28 37 26 30 268 3271 20 34 28 21 28 22 21 43 111 5725 20 356 27 26 31 20 1034 4736 876 341 1706 20 21 20 internal_value=0 3.45458 12.4419 -0.875696 -0.00114949 0.258396 1.39509 3.18138 1.89932 0.28279 -0.0913424 0.243137 0.17352 0.00066246 0.375264 0.349794 0.928618 -0.00856868 1.67775 2.62324 -0.0229735 -0.0082572 0.15753 2.21351 0.373115 -0.0115834 -1.77455 0.108388 -2.29856 0.118179 -0.0118249 0.120075 -0.0140002 0.00130996 0.186663 0.989303 1.76589 internal_weight=0 163 53 110 363033 10089 701 269 241 432 406 376 9388 5066 4322 4288 204 352944 87 65 5046 352896 6941 151 4260 345955 69 6790 48 6759 345908 5612 340296 4977 131 44 47 internal_count=363196 163 53 110 363033 10089 701 269 241 432 406 376 9388 5066 4322 4288 204 352944 87 65 5046 352896 6941 151 4260 345955 69 6790 48 6759 345908 5612 340296 4977 131 44 47 cat_boundaries=0 6 10 cat_threshold=1164288 1216610304 202380112 604307968 4277248 256 8404992 0 0 65536 is_linear=0 shrinkage=0.01 Tree=256 num_leaves=40 num_cat=4 split_feature=3 12 2 6 1 0 4 0 2 5 1 24 25 1 4 6 2 4 1 1 6 11 25 12 10 8 4 15 4 3 7 3 0 25 6 3 11 2 10 split_gain=1.90696e+07 6.21735e+07 1.11318e+08 2.65893e+07 6.85153e+06 9.53998e+06 1.36509e+07 3.7299e+07 1.22712e+07 9.25458e+06 5.57958e+06 3.56868e+06 4.3728e+06 3.71825e+06 3.27576e+06 3.1091e+06 2.4674e+06 2.25216e+06 3.5636e+06 2.18162e+06 1.95919e+06 1.9073e+06 6.82622e+06 4.57914e+07 1.45557e+06 1.39253e+06 1.34595e+06 1.34379e+06 1.10167e+06 1.0967e+06 972704 1.85348e+06 1.16387e+06 539378 2.00395e+06 625832 353533 295886 236591 threshold=2725.8677800000005 85.709000000000017 1827.1555000000001 1937.6795000000002 137.46340000000004 887.79240000000016 187.22651400000004 2778.6210000000005 1107.4580000000003 2871.8940000000007 2781.5828000000006 0 1 2781.5828000000006 480.67500000000001 652.29725000000008 2682.0900000000006 1292.0010000000002 631.04475000000014 1892.2623000000001 1529.30718 75.151416000000026 2 154.11500000000004 1935.1350000000002 1148.5039000000004 1522.8167500000002 658.42365500000005 27.488750000000003 132.01500000000001 99.402400000000014 104.41300000000003 992.19979999999998 3 342.20000000000005 358.01332900000006 401.02700000000004 19.645125000000004 3056.7500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=4 3 -3 17 16 11 7 8 15 10 14 27 13 19 -8 -7 21 18 37 -13 25 24 23 36 30 -14 29 33 -18 -24 32 -32 -1 34 -6 -35 -23 -2 -26 right_child=1 2 -4 -5 5 6 9 -9 -10 -11 -12 12 20 -15 -16 -17 28 -19 -20 -21 -22 22 26 -25 38 -27 -28 -29 -30 -31 31 -33 -34 35 -36 -37 -38 -39 -40 leaf_value=-0.013274450789115808 1.7629874586022418 0.10866969881519195 29.520882173018023 -10.429022827563079 -0.21975981943415238 0.50112907276778929 -1.2296348352785464 14.074075452259608 7.1787784916645778 6.0637568987332866 -4.2406462275187176 0.48227280422434649 -0.0084829900898606824 3.8245491738752886 0.8332305793886754 4.5636657051813039 -0.99519294193812791 -1.1046069318597966 5.9862638909476145 -1.5058612709386008 2.5717540181477863 -0.035715615888973616 0.062862343233583015 16.430167684555055 2.3588684929741754 1.9139490669652037 -1.9714654170313191 -2.6578972112215484 -4.0681186046600342 0.41672722481349683 0.040714788446698423 0.54143455825235753 -0.59778578695314022 -0.38207246993701466 3.0194303794134232 -1.2950922944379408 1.4086406197547914 0.12120695386614118 0.92387185668945304 leaf_weight=339955 23 31 22 23 211 183 108 28 37 26 30 3832 4464 33 268 21 28 22 21 56 30 111 5725 20 27 38 31 26 20 1034 4736 876 341 591 21 86 20 21 20 leaf_count=339955 23 31 22 23 211 183 108 28 37 26 30 3832 4464 33 268 21 28 22 21 56 30 111 5725 20 27 38 31 26 20 1034 4736 876 341 591 21 86 20 21 20 internal_value=0 3.42003 12.3175 -0.866939 -0.00113799 0.255813 1.38114 3.14956 1.88033 0.279962 -0.090429 0.171785 0.236555 0.480781 0.240705 0.919331 -0.00848299 1.66097 2.59701 0.453637 0.024662 -0.00817463 0.155954 2.19138 -0.0114676 0.00774367 0.107304 -0.411904 -2.27558 0.116997 -0.0117067 0.118874 -0.0138602 -0.352194 0.0704079 -0.490805 0.184797 0.97941 1.74823 internal_weight=0 163 53 110 363033 10089 701 269 241 432 406 9388 8453 3921 376 204 352944 87 65 3888 4532 352896 6941 151 345955 4502 6790 935 48 6759 345908 5612 340296 909 232 677 131 44 47 internal_count=363196 163 53 110 363033 10089 701 269 241 432 406 9388 8453 3921 376 204 352944 87 65 3888 4532 352896 6941 151 345955 4502 6790 935 48 6759 345908 5612 340296 909 232 677 131 44 47 cat_boundaries=0 1 7 11 18 cat_threshold=128 1164288 1216610816 202380112 67437056 4277312 256 8404992 0 0 65536 3228160 1073742912 512 2147483648 5376 0 128 is_linear=0 shrinkage=0.01 Tree=257 num_leaves=42 num_cat=4 split_feature=3 12 2 6 1 0 4 0 2 0 2 12 24 25 1 6 4 4 1 2 9 26 4 6 11 25 9 10 8 4 15 4 3 7 3 0 25 6 3 10 13 split_gain=1.86901e+07 6.09362e+07 1.09102e+08 2.60601e+07 6.71518e+06 9.35014e+06 1.33792e+07 3.65568e+07 1.2027e+07 5.75698e+06 1.00105e+07 8.25352e+06 3.49767e+06 4.28578e+06 3.64425e+06 3.04723e+06 2.95431e+06 2.93618e+06 2.74278e+06 2.4183e+06 2.28111e+06 2.2483e+06 4.25991e+06 1.9202e+06 1.86935e+06 6.69038e+06 4.58746e+07 1.42661e+06 1.36482e+06 1.31916e+06 1.31705e+06 1.07975e+06 1.07488e+06 953347 1.81659e+06 1.14071e+06 528644 1.96407e+06 613378 231883 116235 threshold=2725.8677800000005 85.709000000000017 1827.1555000000001 1937.6795000000002 137.46340000000004 887.79240000000016 187.22651400000004 2778.6210000000005 1107.4580000000003 1884.2950000000003 1827.1555000000001 174.88700000000003 0 1 2781.5828000000006 652.29725000000008 1888.1190000000004 480.67500000000001 860.12500000000011 2682.0900000000006 1972.2770000000003 2022.5000000000002 1292.0010000000002 1529.30718 75.151416000000026 2 156.03250000000003 1935.1350000000002 1148.5039000000004 1522.8167500000002 658.42365500000005 27.488750000000003 132.01500000000001 99.402400000000014 104.41300000000003 992.19979999999998 3 342.20000000000005 358.01332900000006 3056.7500000000005 33.349000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=4 3 -3 21 19 12 7 8 15 10 17 18 30 14 20 -7 -13 -8 -11 24 -14 22 -2 28 27 26 40 33 -15 32 36 -21 -27 35 -35 -1 37 -6 -38 -29 -26 right_child=1 2 -4 -5 5 6 9 -9 -10 11 -12 16 13 23 -16 -17 -18 -19 -20 31 -22 -23 -24 -25 25 29 -28 39 -30 -31 -32 -33 -34 34 -36 -37 38 -39 -40 -41 -42 leaf_value=-0.01314170639414239 5.0552116032207719 0.10758311294740246 29.225673536820846 -10.324732494354249 -0.21756222606270237 0.49611779795318356 -1.0901165173643379 13.933334402356829 7.1069906203811231 3.5558967727661135 5.8948185523780614 -2.5692285456657409 0.46858653947494977 -0.0083981591815296842 3.7863038250894263 4.518028983161563 -7.2010638318743023 1.1065795836345802 -0.66643264661729329 -0.98524103164672849 -2.5618427062988283 -0.41203882737593217 -0.7610358753204346 2.5460364812215168 0.029326956467194992 0.062233720183154512 16.419603191375732 2.3352797797874167 1.8948095974169281 -1.9517507587709737 -2.6313182174242464 -4.0274373960494998 0.41255995037131427 0.040307641669083703 0.53602021123967281 -0.59180794233450795 -0.37825174465397288 2.9892361186799548 -1.2821413755416871 0.91463317489624019 0.84121771925971611 leaf_weight=339955 34 31 22 23 211 183 93 28 37 25 37 40 3863 4464 33 21 21 176 40 28 25 33 20 30 110 5725 20 27 38 31 26 20 1034 4736 876 341 591 21 86 20 21 leaf_count=339955 34 31 22 23 211 183 93 28 37 25 37 40 3863 4464 33 21 21 176 40 28 25 33 20 30 110 5725 20 27 38 31 26 20 1034 4736 876 341 591 21 86 20 21 internal_value=0 3.38583 12.1943 -0.85827 -0.00112661 0.253254 1.36732 3.11807 1.86152 0.277162 1.01793 -1.52184 0.170067 0.23419 0.475973 0.910138 -4.16379 0.347127 0.95754 -0.00839816 0.449101 1.64436 2.90105 0.0244153 -0.00809288 0.154395 2.16946 -0.0113529 0.00766623 0.106231 -0.407785 -2.25282 0.115827 -0.0115896 0.117685 -0.0137216 -0.348672 0.0697038 -0.485897 1.73075 0.159477 internal_weight=0 163 53 110 363033 10089 701 269 241 432 306 126 9388 8453 3921 204 61 269 65 352944 3888 87 54 4532 352896 6941 151 345955 4502 6790 935 48 6759 345908 5612 340296 909 232 677 47 131 internal_count=363196 163 53 110 363033 10089 701 269 241 432 306 126 9388 8453 3921 204 61 269 65 352944 3888 87 54 4532 352896 6941 151 345955 4502 6790 935 48 6759 345908 5612 340296 909 232 677 47 131 cat_boundaries=0 1 7 11 18 cat_threshold=128 1164288 1216610816 202380112 67437056 4277312 256 8404992 0 0 65536 3228160 1073742912 512 2147483648 5376 0 128 is_linear=0 shrinkage=0.01 Tree=258 num_leaves=43 num_cat=4 split_feature=3 4 9 7 1 0 4 0 2 0 2 13 7 1 24 25 1 2 6 4 16 2 9 6 11 25 9 8 4 7 25 6 8 14 0 4 13 3 3 17 26 13 split_gain=1.83182e+07 2.41696e+07 1.74849e+07 1.19575e+07 6.58155e+06 9.16407e+06 1.3113e+07 3.58293e+07 1.17877e+07 5.64241e+06 9.81132e+06 6.43842e+06 3.78919e+06 3.60033e+06 3.42806e+06 4.20159e+06 3.55386e+06 3.08503e+06 2.98659e+06 2.87775e+06 2.75279e+06 2.37018e+06 2.2479e+06 1.87073e+06 1.83215e+06 6.55724e+06 4.49617e+07 1.32616e+06 1.29291e+06 1.12601e+06 1.76512e+06 2.12082e+06 1.17264e+06 1.12074e+06 1.10773e+06 1.05826e+06 1.05738e+06 1.05349e+06 626779 814764 572148 113922 threshold=2725.8677800000005 2693.9010000000007 360.85390500000005 576.56500000000017 137.46340000000004 887.79240000000016 187.22651400000004 2778.6210000000005 1107.4580000000003 1884.2950000000003 1827.1555000000001 379.24000000000007 1538.3385000000001 585.22500000000014 0 1 2781.5828000000006 141.77045000000001 652.29725000000008 480.67500000000001 319.80750000000006 2682.0900000000006 1972.2770000000003 1529.30718 75.151416000000026 2 156.03250000000003 1148.5039000000004 1522.8167500000002 401.27229150000005 3 551.27100000000007 1973.6620000000003 943.12925000000007 992.19979999999998 27.488750000000003 40.674450000000007 132.01500000000001 888.08100000000013 591.46600000000024 2022.5000000000002 33.349000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 17 21 14 7 8 18 10 19 13 -4 -11 33 16 22 -2 -7 -8 -13 24 -16 27 29 26 41 -17 37 32 31 -31 34 38 -1 -23 -32 -27 39 -6 -34 -26 right_child=1 -3 12 -5 5 6 9 -9 -10 11 -12 20 -14 -15 15 23 -18 -19 -20 -21 -22 35 -24 -25 25 28 -28 -29 -30 30 36 -33 40 -35 -36 -37 -38 -39 -40 -41 -42 -43 leaf_value=-0.011919899867772383 -0.70302181934488228 10.218213499020308 -1.0352248430252076 10.568163864135743 -0.35196229353201364 0.49115662051028891 -1.0792153500997892 13.79400134222848 7.0359207761609879 4.0346919765472409 5.8358702742086868 -7.0870159339904788 -7.1171419104507994 -0.94473637490902307 0.47244836269761997 5.6492299828319006e-05 3.7484408176306521 3.736760779549094 4.4728486052013583 1.0955137861367654 -2.3853439198569819 -0.97538857460021977 -2.5362243076324464 2.5205759709676108 0.029033691547133707 0.061611382542895436 16.255408077239991 1.8758615684509277 -1.9322332581493162 0.65565084193063827 -0.081245066506925825 3.257338908604213 2.8096928081512456 -2.6921003396170482 -0.56386477528037604 -3.9871630067825317 1.1109872750776359 0.40843435447497345 -1.7303590232133865 1.6896889390945435 0.66620926307909412 0.83280556928543814 leaf_weight=344404 29 39 20 20 862 183 93 28 37 20 37 20 21 53 3714 4613 33 34 21 176 33 28 25 30 110 5725 20 38 31 299 717 35 20 21 364 20 83 1034 32 20 33 21 leaf_count=344404 29 39 20 20 862 183 93 28 37 20 37 20 21 53 3714 4613 33 34 21 176 33 28 25 30 110 5725 20 38 31 299 717 35 20 21 364 20 83 1034 32 20 33 21 internal_value=0 3.35197 1.19243 3.83163 -0.00111534 0.250722 1.35365 3.08689 1.84291 0.274391 1.00775 -1.50662 -4.15035 0.419491 0.168366 0.231848 0.479896 1.69305 0.901037 0.343656 -4.15956 -0.00831418 0.452332 0.0313708 -0.00801195 0.152851 2.14777 0.0153824 0.105169 -0.0112394 0.303356 0.901298 -0.012274 -0.403707 -0.0125026 -2.23029 0.041925 0.114669 -0.355546 -0.305666 1.47507 0.157883 internal_weight=0 163 124 83 363033 10089 701 269 241 432 306 126 41 73 9388 8453 3772 63 204 269 53 352944 3739 4681 352896 6941 151 4651 6790 345955 1134 334 344821 935 344768 48 800 6759 914 882 53 131 internal_count=363196 163 124 83 363033 10089 701 269 241 432 306 126 41 73 9388 8453 3772 63 204 269 53 352944 3739 4681 352896 6941 151 4651 6790 345955 1134 334 344821 935 344768 48 800 6759 914 882 53 131 cat_boundaries=0 1 6 10 15 cat_threshold=128 1098752 1216610816 202380112 67437056 4277248 8404992 0 0 65536 2147516416 262144 513 1140850688 8393728 is_linear=0 shrinkage=0.01 Tree=259 num_leaves=40 num_cat=7 split_feature=3 12 10 6 0 15 25 0 3 24 5 8 0 8 4 5 3 14 3 25 9 3 3 7 25 10 7 25 16 25 0 12 10 12 23 24 11 6 0 split_gain=1.79536e+07 5.98442e+07 1.09298e+08 2.5638e+07 6.3878e+06 7.38385e+06 6.19941e+06 9.40667e+06 4.83823e+07 4.06962e+06 5.75624e+06 3.66863e+06 2.63231e+06 3.24449e+06 2.23842e+06 3.34912e+06 2.18801e+06 1.81703e+06 1.69733e+06 2.61129e+06 3.75796e+07 1.96515e+06 3.85526e+06 1.96552e+06 1.47995e+06 1.38627e+06 1.5414e+06 2.62714e+06 947662 893506 740838 658113 972235 1.10648e+06 595020 410404 758363 481478 157058 threshold=2725.8677800000005 85.709000000000017 1159.6875000000002 1937.6795000000002 174.79296150000002 1947.7010000000002 0 2778.6210000000005 128.84440000000004 1 2871.8940000000007 380.1882500000001 2778.6210000000005 1973.6620000000003 1292.0010000000002 92.948000000000022 1.7373999999999998 943.12925000000007 14.222000000000001 2 395.07800000000003 698.94000000000005 991.56000000000017 227.67125000000004 3 1935.1350000000002 76.508500000000012 4 467.15447999999998 5 124.53300000000003 3113.0710000000004 1935.1350000000002 92.702173000000016 322.44000000000005 6 279.32975000000005 249.52500000000001 5.882454000000001 decision_type=2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 9 2 9 2 2 2 2 2 1 2 2 2 left_child=4 3 -3 14 18 6 7 9 -9 17 -11 -10 13 24 15 38 -14 -6 29 20 21 23 -23 -20 -8 26 28 -28 -21 30 35 32 34 -34 -31 37 -37 -1 -2 right_child=1 2 -4 -5 5 -7 12 8 11 10 -12 -13 16 -15 -16 -17 -18 -19 19 25 -22 22 -24 -25 -26 -27 27 -29 -30 31 -32 -33 33 -35 -36 36 -38 -39 -40 leaf_value=0.26882010600778494 0.3408193314593771 29.774621387663341 0.4143636789917946 -10.276927511795707 -0.13246823472106642 4.6090650954613315 -0.35607647993659242 12.130023058841102 -6.5426862545013433 0.59994118318818612 5.238651606241862 -0.62501935178583323 -3.6720364456176759 3.7897575627202573 -1.1622967078469015 5.7014597623998462 0.35250443122603675 -2.6170314327363049 -0.0054472029878542974 0.019763599874291084 13.529020094438033 5.2147206588413404 -0.055673970358712341 2.4609934133641862 0.10414274017659216 -2.0971814276377363 0.67494880509053479 0.074078083283528551 1.0367125965978787 -0.016052432410811848 2.0241137123107911 -1.3492395285013561 2.2946632987574525 -0.48429343182107681 0.55123643942353495 0.033247564035982023 1.5175632803780692 1.7312996352237204 1.5524923686981202 leaf_weight=1059 23 21 32 23 583 39 834 38 20 2904 27 22 35 23 22 22 22 31 650 23013 22 23 35 34 4052 30 1014 2545 92 323443 21 37 38 23 185 2081 35 23 20 leaf_count=1059 23 21 32 23 583 39 834 38 20 2904 27 22 35 23 22 22 22 31 650 23013 22 23 35 34 4052 30 1014 2545 92 323443 21 37 38 23 185 2081 35 23 20 internal_value=0 3.31845 12.0477 -0.887446 -0.00110419 0.267706 0.247998 0.561665 3.95421 0.48669 0.640487 -3.44296 0.0178653 0.0427101 1.59483 2.52801 -2.1187 -0.253777 -0.00764994 0.0678658 0.640519 0.267012 2.03431 0.117154 0.0250715 0.051217 0.0536534 0.247378 0.0238129 -0.013992 0.151536 -0.0156422 -0.0154902 1.24686 -0.0157281 0.139713 0.0575272 0.297162 0.904388 internal_weight=0 163 53 110 363033 8630 8591 3625 80 3545 2931 42 4966 4909 87 65 57 614 354403 27458 764 742 58 684 4886 26694 26664 3559 23105 326945 3219 323726 323689 61 323628 3198 2116 1082 43 internal_count=363196 163 53 110 363033 8630 8591 3625 80 3545 2931 42 4966 4909 87 65 57 614 354403 27458 764 742 58 684 4886 26694 26664 3559 23105 326945 3219 323726 323689 61 323628 3198 2116 1082 43 cat_boundaries=0 5 6 12 19 26 32 33 cat_threshold=11912192 142607104 67112976 1077936128 8392768 640 8388608 0 64 67174912 8389632 16384 604504064 83951716 8390721 538968608 536872960 18688 64 204537856 1207959584 256 0 86016 0 128 0 0 0 4456480 35456 67135488 2566 is_linear=0 shrinkage=0.01 Tree=260 num_leaves=43 num_cat=5 split_feature=2 7 6 1 0 8 6 7 7 6 1 23 25 3 25 1 0 5 1 0 3 25 12 2 19 16 5 21 6 14 7 5 15 14 6 8 1 25 1 25 1 7 split_gain=2.46844e+07 6.15316e+07 3.90425e+07 3.43422e+07 7.46721e+06 6.9323e+06 8.83507e+06 9.14454e+06 1.0683e+07 6.02726e+06 5.34928e+06 5.34825e+06 4.75888e+06 6.5379e+06 4.43936e+06 5.56163e+06 4.28925e+06 3.71188e+06 2.51428e+06 1.92929e+06 1.771e+06 2.73572e+06 3.93608e+07 1.65169e+06 1.56581e+06 3.5126e+06 2.32454e+06 1.86543e+06 1.62541e+06 1.48964e+06 1.31562e+06 753469 2.47738e+06 834543 3.1657e+06 806796 1.03126e+06 938382 1.4333e+06 538557 452464 418659 threshold=2682.0900000000006 2822.9627650000007 1529.30718 2781.5828000000006 249.87000000000003 2971.7767500000004 698.40204000000006 1538.3385000000001 1941.9625000000003 44.980991500000009 168.10617800000003 8.5912500000000005 0 543.62350000000004 1 2781.5828000000006 2778.6210000000005 1016.9325000000002 1256.4300000000001 1884.2950000000003 14.222000000000001 2 77.002449999999996 114.82550000000002 249.03525000000005 1188.6000000000001 1908.1960000000001 217.11700000000005 203.26450000000003 1619.4627500000004 135.58212499999999 622.44110000000012 260.77628700000008 77.099000000000018 57.142000000000003 120.75900000000001 2781.5828000000006 3 270.00500000000005 4 469.40400000000005 826.12250000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 left_child=4 2 3 9 20 6 11 12 -9 10 -2 14 13 -8 15 -6 -16 -7 -10 -14 31 22 23 30 26 27 29 -26 -28 -23 -22 35 33 40 -35 36 39 38 -37 -1 -33 -39 right_child=1 -3 -4 -5 5 17 7 8 18 -11 -12 -13 19 -15 16 -17 -18 -19 -20 -21 21 24 -24 -25 25 -27 28 -29 -30 -31 -32 32 -34 34 -36 37 -38 41 -40 -41 -42 -43 leaf_value=0.040070329866994561 0.03537220110212054 15.801655944375431 -9.2994387741088875 14.441771622533384 0.40882979977472106 -0.56999347505115328 1.3517294488436935 10.894393814631872 4.5246518019267494 -2.4558703073774066 5.7898981793721518 4.151254418781825 0.72882022551490178 6.6578500021525793 -0.08111521125230535 4.6634689189541723 -3.5175191495225238 -6.384994112097699 0.16154609413146973 -1.7095312521192763 -0.12777772841439849 0.054383929694927308 14.572286650180818 2.5350312488419671 0.79774333999974889 4.794990060806275 -0.29071503067016602 -1.3207054208249462 -4.2740677152361188 -2.1044338977336885 2.5096731152534484 0.14137112427248674 3.0175359147967713 4.4004946460723877 -1.158571504865374 0.24826330413582895 -1.9699693891737196 0.012475805149718655 1.6464292658149422 -0.018530604404767888 -1.2175646077669584 -1.0080444993042366 leaf_weight=16517 35 34 30 23 3450 21 69 21 28 35 30 35 329 35 1983 31 37 23 25 36 348 27664 20 28 274 20 20 49 21 32 20 425 33 20 21 1534 27 2058 77 307539 26 41 leaf_count=16517 35 34 30 23 3450 21 69 21 28 35 30 35 329 35 1983 31 37 23 25 36 348 27664 20 28 274 20 20 49 21 32 20 425 33 20 21 1534 27 2058 77 307539 26 41 internal_value=0 3.63323 0.929131 3.4239 -0.00091571 0.345344 0.373971 1.59124 4.85826 0.889795 2.69131 0.254575 1.07576 2.86223 0.229782 0.44544 -0.14335 -3.60965 2.46658 0.475303 -0.0068576 0.0687635 0.86421 0.193706 0.0566512 0.728183 0.0483674 0.476369 -2.33097 0.0518896 0.015562 -0.0134211 0.365114 0.187207 1.55317 -0.0140273 -0.0157059 0.132603 0.313147 -0.0155431 0.0630289 -0.00742277 internal_weight=0 187 153 123 362937 6123 6079 543 74 100 65 5536 469 104 5501 3481 2020 44 53 365 356814 28496 416 396 28080 343 27737 323 41 27696 368 328318 525 492 41 327793 324083 3710 1611 324056 451 2099 internal_count=363124 187 153 123 362937 6123 6079 543 74 100 65 5536 469 104 5501 3481 2020 44 53 365 356814 28496 416 396 28080 343 27737 323 41 27696 368 328318 525 492 41 327793 324083 3710 1611 324056 451 2099 cat_boundaries=0 7 14 19 26 32 cat_threshold=1048576 0 4096 1073741824 0 0 132 70616608 1082131968 235410704 1111556096 12603392 16386 4 8388608 0 0 16896 8388608 612467744 1208256068 33554448 2222194688 545275904 0 132 1073741952 1114116 276889669 40902944 536914560 2214684864 is_linear=0 shrinkage=0.01 Tree=261 num_leaves=44 num_cat=6 split_feature=2 7 6 1 0 8 6 7 7 6 1 23 26 1 25 1 10 5 0 13 10 25 9 7 9 0 5 25 8 25 7 13 15 26 25 1 25 18 4 1 2 10 19 split_gain=2.41931e+07 6.03071e+07 3.82655e+07 3.36588e+07 7.31862e+06 6.79434e+06 8.65925e+06 8.96256e+06 1.04704e+07 5.90731e+06 5.24283e+06 5.24182e+06 4.92661e+06 1.36549e+07 4.66418e+06 6.17874e+06 4.19724e+06 3.63801e+06 3.27794e+06 2.43912e+06 1.88713e+06 1.03007e+07 4.20894e+07 7.54379e+06 3.32807e+06 1.44029e+06 3.67675e+06 1.67923e+06 1.26604e+06 1.12185e+06 1.12157e+06 1.40056e+06 1.132e+06 922614 2.12983e+06 2.30406e+06 997329 1.22536e+06 955833 781915 564658 521422 334314 threshold=2682.0900000000006 2822.9627650000007 1529.30718 2781.5828000000006 249.87000000000003 2971.7767500000004 698.40204000000006 1538.3385000000001 1941.9625000000003 44.980991500000009 168.10617800000003 8.5912500000000005 2022.5000000000002 2781.5828000000006 0 860.12500000000011 1159.6875000000002 1016.9325000000002 2778.6210000000005 1175.575 123.51250000000002 1 395.07800000000003 112.55400000000002 2854.0889000000006 12.435 1312.9050000000002 2 120.75900000000001 3 401.27229150000005 185.31647500000003 156.80615000000003 2022.5000000000002 4 228.79050000000004 5 1734.8725725000002 480.67500000000001 962.58510000000012 967.39580000000012 724.82817100000011 832.05000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 9 2 2 2 2 9 2 9 2 2 2 2 2 2 left_child=4 2 3 9 20 6 11 14 -9 10 -2 12 13 -6 15 -8 -10 -7 -14 -16 28 22 23 41 25 27 -27 -23 33 30 32 -32 -30 34 35 -1 39 -38 -36 -35 42 -22 -31 right_child=1 -3 -4 -5 5 17 7 8 16 -11 -12 -13 18 -15 19 -17 -18 -19 -20 -21 21 24 -24 -25 -26 26 -28 -29 29 40 31 -33 -34 36 38 -37 37 -39 -40 -41 -42 -43 -44 leaf_value=0.067427901900602757 0.03501849147251674 15.643639473634607 -9.2064443461100254 14.297354044706925 0.44611858819724376 -0.56429357619512654 1.4443361080616293 10.785450257800873 4.9059555327097577 -2.4313115959167484 5.73199927520752 4.1097418071201872 -0.043557978806314089 7.7258949866661659 0.18078981301123481 6.6813113044969965 -0.7720457705207493 -6.3211440608812417 -2.9284422473013398 2.6914277065883985 -0.023874534970225649 0.456745895883099 15.416853828430176 5.2691955967510449 -3.5591291542053223 0.26746656559707871 3.7412137763730944 -0.12032015651408134 0.2037315685306238 0.024923738447040669 1.7137220439820919 -1.058903764594685 1.1706197767991287 0.033680038049351144 -0.012122958013329917 0.58783316582169787 -0.0379400803866555 2.3222769289666956 0.63303306846644569 1.3995068890707834 -1.6521232244968413 1.6458224836985269 1.3223741846084596 leaf_weight=27428 35 34 30 23 2868 21 71 21 30 35 30 35 2567 26 321 33 23 23 40 44 171 600 22 34 25 1781 31 2900 1766 2831 106 22 130 20682 147780 878 149272 22 230 42 20 21 20 leaf_count=27428 35 34 30 23 2868 21 71 21 30 35 30 35 2567 26 321 33 23 23 40 44 171 600 22 34 25 1781 31 2900 1766 2831 106 22 130 20682 147780 878 149272 22 230 42 20 21 20 internal_value=0 3.59689 0.91984 3.38967 -0.000906547 0.341891 0.370231 1.57533 4.80968 0.880897 2.66439 0.252029 0.227484 0.511521 1.06501 2.83361 2.44192 -3.57356 -0.0878216 0.47055 -0.00678902 0.175585 2.12714 0.927577 0.0807632 0.0980457 0.326896 -0.0204333 -0.00968901 0.150009 0.329562 1.23718 0.270027 -0.0119461 0.00408129 0.0835404 -0.0285673 -0.0375898 -0.0111197 0.0364305 0.0222021 0.158749 0.0340255 internal_weight=0 187 153 123 362937 6123 6079 543 74 100 65 5536 5501 2894 469 104 53 44 2607 365 356814 5585 248 226 5337 5312 1812 3500 351229 4895 2024 128 1896 346334 176316 28306 170018 149294 148010 20724 2871 192 2851 internal_count=363124 187 153 123 362937 6123 6079 543 74 100 65 5536 5501 2894 469 104 53 44 2607 365 356814 5585 248 226 5337 5312 1812 3500 351229 4895 2024 128 1896 346334 176316 28306 170018 149294 148010 20724 2871 192 2851 cat_boundaries=0 7 11 16 23 30 37 cat_threshold=1048576 0 4096 1073741824 0 0 132 10485760 262144 16 33554432 67633280 1224802304 8916996 2150957056 5120 679838244 1207992864 16 2219048960 545275904 0 132 1074839552 1073741892 2415989569 1079189536 8423936 2214617104 2 536870912 3244032 2116 33817091 571607202 12667076 132 is_linear=0 shrinkage=0.01 Tree=262 num_leaves=42 num_cat=6 split_feature=2 7 6 1 0 8 6 7 7 24 1 25 6 0 1 24 5 23 5 0 1 2 25 12 4 19 21 0 12 8 5 13 8 6 11 0 5 24 25 11 1 split_gain=2.37117e+07 5.9107e+07 3.75041e+07 3.2989e+07 7.17297e+06 6.65914e+06 8.48693e+06 8.78421e+06 1.0262e+07 7.61667e+06 1.42536e+07 6.73265e+06 5.78976e+06 5.40989e+06 5.13849e+06 5.00885e+06 8.24561e+06 4.70311e+06 3.56562e+06 3.32791e+06 2.44881e+06 1.69575e+06 2.40402e+06 3.33647e+07 1.60465e+06 1.51891e+06 2.79557e+06 3.53741e+06 1.41908e+06 5.01896e+06 1.82795e+06 904105 838985 1.13745e+06 2.11166e+06 727820 718214 1.12048e+06 771211 511483 171276 threshold=2682.0900000000006 2822.9627650000007 1529.30718 2781.5828000000006 249.87000000000003 2971.7767500000004 698.40204000000006 1538.3385000000001 1941.9625000000003 0 2781.5828000000006 1 44.980991500000009 2778.6210000000005 168.10617800000003 2 1561.8224400000001 3.9660000000000002 1016.9325000000002 1884.2950000000003 1256.4300000000001 22.675479000000003 3 163.29990000000001 452.88000000000005 430.74300000000011 226.55875000000003 149.25200000000004 1132.9885000000002 337.60650000000004 1561.8224400000001 3214.9168000000004 1017.6571000000002 306.15750000000008 577.50480000000005 134.27105550000002 723.78135000000009 4 5 43.840000000000011 48.966000000000001 decision_type=2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 left_child=4 2 3 12 21 6 9 15 -9 10 11 -6 14 17 -2 16 -8 -11 -7 -17 -10 31 23 24 35 28 27 -27 30 -30 -24 32 36 34 -34 -23 38 -38 -1 -35 -15 right_child=1 -3 -4 -5 5 18 7 8 20 13 -12 -13 -14 40 -16 19 -18 -19 -20 -21 -22 22 25 -25 -26 26 -28 -29 29 -31 -32 -33 33 39 -36 -37 37 -39 -40 -41 -42 leaf_value=0.040990867857576191 0.034668206351143975 15.487203000012567 -9.1143799781799313 14.154379572661027 1.105663860947228 -0.55865065620059062 1.679819490885494 10.677595489138648 4.4485965115683426 -0.075766934027475669 8.6718860764936974 0.063957628298127719 -2.4069984752110076 -4.1662023233330769 5.6746791458129886 0.7322186799433924 8.3265764377428138 4.1168506834242082 -6.2579326795495067 -2.4407719756461477 0.14266787414550783 0.0034040463302566228 0.05203151858600337 12.022885577774048 2.971004153251648 0.96149346165700789 -1.5351250586790197 5.4436954089573453 4.5591798038482665 -0.8813148614687798 -1.8432298082463883 -1.748525228659312 0.52665981764976788 0.16822412400018599 3.9286451416015629 1.9507111577987672 0.85513233334076499 -0.15777386360634821 -0.017703294410323495 -2.0136465982957317 -2.9170897565569196 leaf_weight=24134 35 34 30 23 1238 21 99 21 28 2956 22 1249 35 23 30 310 23 27 23 37 25 476 23423 25 20 109 34 21 30 39 51 30 208 21 20 20 228 202 307701 22 21 leaf_count=24134 35 34 30 23 1238 21 99 21 28 2956 22 1249 35 23 30 310 23 27 23 37 25 476 23423 25 20 109 34 21 30 39 51 30 208 21 20 20 228 202 307701 22 21 internal_value=0 3.56093 0.910641 3.35577 -0.000897389 0.338472 0.366529 1.55958 4.76158 0.249508 0.655487 0.58721 0.872088 -0.0888685 2.63775 1.05436 2.71071 -0.0378183 -3.53782 0.382855 2.4175 -0.00672104 0.0740138 0.72709 0.193904 0.0587789 1.01784 1.68554 0.0521231 1.48412 0.0479138 -0.0126076 -0.012451 0.543729 0.82508 0.0819245 -0.0129046 0.39552 -0.0134338 -0.948082 -3.57003 internal_weight=0 187 153 123 362937 6123 6079 543 74 5536 2509 2487 100 3027 65 469 122 2983 44 347 53 356814 24248 541 516 23707 164 130 23543 69 23474 332566 332536 271 228 496 332265 430 331835 43 44 internal_count=363124 187 153 123 362937 6123 6079 543 74 5536 2509 2487 100 3027 65 469 122 2983 44 347 53 356814 24248 541 516 23707 164 130 23543 69 23474 332566 332536 271 228 496 332265 430 331835 43 44 cat_boundaries=0 1 8 9 15 16 22 cat_threshold=94 77891072 1073742340 33558544 1073741824 12603392 16386 4 1312 8388608 134283264 0 262144 8389120 16384 2451 536871044 1146916 276889669 2185233184 545302656 2214682752 is_linear=0 shrinkage=0.01 Tree=263 num_leaves=48 num_cat=5 split_feature=2 4 12 5 26 0 25 24 0 22 26 0 0 3 0 2 1 13 4 12 2 0 1 3 25 12 2 19 16 5 21 14 3 13 5 15 14 13 1 1 26 24 4 1 24 1 5 split_gain=2.32398e+07 5.45285e+07 1.61238e+08 2.0515e+07 1.1093e+07 7.03101e+06 5.54521e+06 7.72735e+06 1.70216e+07 7.96559e+06 7.54788e+06 8.29627e+06 6.75452e+06 5.95558e+06 6.20464e+06 6.16936e+06 4.24005e+06 2.99582e+06 2.60274e+06 1.98467e+06 1.72795e+06 2.50712e+06 2.39361e+06 1.70616e+06 2.66412e+06 3.83642e+07 1.61571e+06 1.50271e+06 3.43699e+06 2.26704e+06 1.80864e+06 1.46339e+06 1.07847e+06 896683 721960 2.42685e+06 814830 1.00325e+06 733109 2.09298e+06 3.00241e+06 669481 568381 443522 442665 381361 232220 threshold=2682.0900000000006 1888.1190000000004 85.709000000000017 1561.8224400000001 2022.5000000000002 249.87000000000003 0 1 2778.6210000000005 620.82500000000016 2022.5000000000002 1117.6621800000003 2778.6210000000005 2725.8677800000005 2778.6210000000005 1468.575 585.22500000000014 855.90750000000014 1522.8167500000002 174.88700000000003 723.85250000000008 448.25000000000006 962.58510000000012 14.222000000000001 2 77.002449999999996 114.82550000000002 249.03525000000005 1188.6000000000001 1908.1960000000001 217.11700000000005 1619.4627500000004 648.27500000000009 27.692500000000006 622.44110000000012 260.77628700000008 77.099000000000018 77.572500000000005 860.12500000000011 786.89439000000004 2022.5000000000002 3 140.94445500000003 469.40400000000005 4 2781.5828000000006 12.483000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 left_child=5 3 -3 4 16 23 7 8 10 13 11 -7 18 14 -9 -15 -2 -12 20 -6 22 -22 -8 34 25 26 33 29 30 31 -29 -26 -31 -25 38 36 43 -38 39 41 -41 -1 -14 -36 46 -46 -40 right_child=1 2 -4 -5 19 6 12 9 -10 -11 17 -13 42 15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 27 -27 -28 28 -30 32 -32 -33 -34 -35 35 -37 37 -39 44 40 -42 -43 -44 -45 45 -47 -48 leaf_value=0.010722867637919128 2.0534174919128416 -2.2101920166015625 31.442473112742107 -8.4746276124318438 0.085093940388072623 1.6992414824772872 -0.030663200992649884 0.32570510369547961 10.409799906412761 6.3517463389309965 -0.062887098216543008 6.3151735894944929 -2.9162685066720715 0.30947554588317872 -2.8949667134832162 7.8871016892932708 7.8301578818427195 3.9318728713989262 3.4359638205441563 -3.9070906028747561 -0.94327159797444071 2.3992676064462373 -2.2901436972618106 -0.12453063922893266 0.053453265788256675 14.385950287818909 2.5062440494128637 0.78083419256891218 4.7362779865264892 -0.71944688161214188 -1.3051181365032585 -2.0862589550018309 -3.9641284980773923 1.7686158152862832 0.13621810338391979 2.9826695777430676 3.1339938850402831 0.004511657442365374 0.31137817554259573 4.4787231300354007 -0.47301526864369714 -0.02194548569691759 -5.2212907752990727 -1.2092234567495492 -0.59054859114122826 -1.9432775215480638 -0.85769546996979484 leaf_weight=84579 24 35 24 24 33 289 2019 3084 21 22 306 45 23 22 61 21 27 20 22 20 34 66 48 341 27664 20 28 274 20 21 49 32 20 27 425 33 20 21 89 25 24 242810 20 26 222 23 21 leaf_count=84579 24 35 24 24 33 289 2019 3084 21 22 306 45 23 22 61 21 27 20 22 20 34 66 48 341 27664 20 28 274 20 21 49 32 20 27 425 33 20 21 89 25 24 242810 20 26 222 23 21 internal_value=0 3.52532 11.479 -0.140848 1.78233 -0.000887894 0.335106 0.562246 1.52426 0.354055 1.26463 2.32115 -0.0630974 0.313776 0.263237 4.01018 5.11169 0.18219 0.0137212 -1.42139 -0.0210224 1.2628 -0.083133 -0.00665362 0.0675704 0.852539 0.190562 0.0556178 0.713479 0.0475026 0.464389 0.050981 -2.30222 0.0143687 -0.0130958 0.357439 0.181357 1.53109 -0.0136893 -0.0131969 2.05338 -0.0135062 -3.98837 0.0586538 -0.467876 -0.689401 0.0808421 internal_weight=0 187 59 128 104 362937 6123 3891 681 3210 660 334 2232 3188 3145 43 51 326 2189 53 2167 100 2067 356814 28496 416 396 28080 343 27737 323 27696 41 368 328318 525 492 41 327793 327438 49 327389 43 451 355 245 110 internal_count=363124 187 59 128 104 362937 6123 3891 681 3210 660 334 2232 3188 3145 43 51 326 2189 53 2167 100 2067 356814 28496 416 396 28080 343 27737 323 27696 41 368 328318 525 492 41 327793 327438 49 327389 43 451 355 245 110 cat_boundaries=0 7 8 13 14 15 cat_threshold=70632992 1216349696 100663552 1111556096 12603392 16386 132 6 8388608 0 0 16896 8388608 7 3138 is_linear=0 shrinkage=0.01 Tree=264 num_leaves=42 num_cat=3 split_feature=2 7 6 7 4 0 8 6 7 7 24 1 1 0 24 5 23 3 10 5 3 10 9 3 11 0 0 8 3 17 15 7 2 1 15 24 0 5 3 7 15 split_gain=2.27774e+07 5.71461e+07 3.67219e+07 3.26944e+07 1.42014e+07 6.89109e+06 6.52023e+06 8.29023e+06 8.58044e+06 1.00565e+07 7.40316e+06 1.3906e+07 6.01819e+06 5.20701e+06 4.92222e+06 8.07532e+06 4.60777e+06 4.12367e+06 4.11136e+06 3.49186e+06 3.48564e+06 1.82538e+06 3.5416e+06 5.633e+06 1.37214e+07 2.40043e+06 5.2467e+07 1.22629e+06 1.04451e+06 1.10199e+06 760473 708870 1.45987e+06 2.18446e+06 686953 571395 924438 913557 551450 450728 289732 threshold=2682.0900000000006 2822.9627650000007 1529.30718 46.905000000000008 26.256000000000004 249.87000000000003 2971.7767500000004 698.40204000000006 1538.3385000000001 1941.9625000000003 0 2781.5828000000006 860.12500000000011 2778.6210000000005 1 1561.8224400000001 3.9660000000000002 1118.1025000000002 1159.6875000000002 1016.9325000000002 1890.7105500000002 123.51250000000002 2854.0889000000006 1493.1141200000004 529.78250000000014 3.3935000000000004 4.9524400000000011 120.75900000000001 991.56000000000017 1071.2935000000002 247.07500000000002 659.5150000000001 77.787300000000016 64.587000000000003 337.08625000000001 2 20.044211000000001 1312.9050000000002 142.73850000000002 86.805700000000016 6.454600000000001 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=5 2 3 4 12 21 7 10 14 -10 11 17 -2 16 15 -9 -12 -7 -11 -8 -16 27 23 25 -25 34 -27 31 29 30 -29 35 40 -34 -23 37 -37 -1 -15 -30 -33 right_child=1 -3 -4 -5 -6 6 19 8 9 18 13 -13 -14 38 20 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 28 39 -31 -32 32 33 -35 -36 36 -38 -39 -40 -41 -42 leaf_value=-0.031032787214760313 0.99920798566606306 15.216844192953671 -9.0358229840596511 12.381085357666016 -4.5417234728071421 0.50052690109051223 -0.55570076352074038 1.6608497267058402 10.559775294349306 4.8215164566040043 -0.077213236900079238 8.562169688831677 7.7353234826950805 -2.4352790367085002 0.67006546372565157 8.2386118930319086 4.0726887879548253 2.7545759329909369 -0.79809537472932235 -6.1957249052628232 -3.1367910942664516 0.037769068167887838 -3.440202121734619 8.9668125919500987 -1.6189505006790164 15.452614079687907 0.26189282441184591 0.12508433502713473 -0.2667217471382835 2.2563573993682859 0.75044935752605568 -0.026999975979532981 2.8442037038983039 -0.13412818348926048 -0.54825035704273573 -0.0082198176266180152 0.075163553071865938 1.2821657884760567 -4.6766081601097476 -2.2115435013404259 0.97548454523086547 leaf_weight=114515 36 34 30 30 36 2403 21 99 21 30 2956 22 21 23 321 23 27 84 23 23 26 3286 27 24 25 23 1987 4619 22 25 203 291 53 46 213 217181 14163 53 21 26 32 leaf_count=114515 36 34 30 30 36 2403 21 99 21 30 2956 22 21 23 321 23 27 84 23 23 26 3286 27 24 25 23 1987 4619 22 25 203 291 53 46 213 217181 14163 53 21 26 32 internal_value=0 3.49006 0.884112 3.30361 0.37539 -0.000879018 0.331755 0.359518 1.53866 4.70331 0.243862 0.644112 3.48093 -0.0897267 1.03933 2.68115 -0.0396513 0.576659 2.38282 -3.5039 0.374046 -0.00658709 0.172778 0.19033 3.56591 0.160305 0.435717 -0.00943924 0.147732 0.162268 0.151411 -0.0116607 0.397942 1.46033 0.00209541 -0.0121604 -0.00311491 -0.0304226 -3.505 -1.32017 0.0723174 internal_weight=0 187 153 123 93 362937 6123 6079 543 74 5536 2509 57 3027 469 122 2983 2487 53 44 347 356814 5585 5558 49 5509 2010 351229 4895 4847 4822 346334 422 99 3499 345912 231344 114568 44 48 323 internal_count=363124 187 153 123 93 362937 6123 6079 543 74 5536 2509 57 3027 469 122 2983 2487 53 44 347 356814 5585 5558 49 5509 2010 351229 4895 4847 4822 346334 422 99 3499 345912 231344 114568 44 48 323 cat_boundaries=0 1 2 3 cat_threshold=94 1312 2696 is_linear=0 shrinkage=0.01 Tree=265 num_leaves=54 num_cat=11 split_feature=1 25 4 4 3 1 14 7 2 25 24 13 7 7 1 25 24 2 2 4 12 4 20 5 25 7 20 6 2 24 16 4 6 9 24 2 25 13 4 10 13 7 11 3 6 3 24 12 24 1 7 9 1 split_gain=5.86644e+06 7.16756e+07 2.16623e+08 6.65387e+07 6.56887e+07 2.49403e+07 1.0019e+07 1.31807e+07 1.09682e+07 6.17825e+06 7.90149e+06 5.11362e+06 2.88771e+06 3.28976e+06 2.60343e+06 4.12241e+06 2.38158e+06 3.10715e+06 9.50723e+06 2.38554e+06 2.35557e+06 2.08848e+06 1.77422e+06 1.71245e+06 2.2675e+06 1.91456e+06 1.85843e+06 1.6108e+06 1.491e+06 1.87773e+06 1.65639e+06 1.42302e+06 1.32932e+06 1.63323e+06 1.2882e+06 1.26121e+06 1.20702e+06 2.07017e+06 3.64442e+06 1.15108e+06 2.90993e+06 1.94021e+06 1.11428e+06 1.0761e+06 1.06852e+06 899583 885547 874424 581740 572158 579358 553944 16133.8 threshold=786.89439000000004 0 2693.9010000000007 2693.9010000000007 2725.8677800000005 2781.5828000000006 1182.8200000000004 1538.3385000000001 2682.0900000000006 1 2 1175.575 762.97500000000002 76.508500000000012 56.702905000000008 3 4 26.254000000000001 50.111000000000011 785.57750000000021 195.11325000000002 1292.0010000000002 724.71178000000009 218.04650000000001 5 233.45214000000001 307.15000000000003 519.7600000000001 300.34390000000008 6 596.77240000000018 2693.9010000000007 2976.3936000000008 26.423720000000003 7 88.749350000000021 8 724.06940000000009 128.12600000000003 1935.1350000000002 120.96875000000001 54.239850000000004 443.6112050000001 2725.8677800000005 101.48900000000002 991.56000000000017 9 171.22386100000003 10 402.26250000000005 165.79075000000003 156.03250000000003 555.56875000000014 decision_type=2 9 2 2 2 2 2 2 2 9 1 2 2 2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 left_child=14 2 5 6 20 12 8 11 9 10 -3 -8 13 35 31 16 17 49 -19 -20 -5 -11 28 36 25 42 -27 34 30 -30 -18 32 39 -34 -26 -2 37 46 -39 43 41 -41 -25 48 -33 51 -17 -29 -1 50 -16 -38 -51 right_child=1 3 -4 4 -6 -7 7 -9 -10 21 -12 -13 -14 -15 15 23 22 18 19 -21 -22 -23 -24 24 27 26 -28 47 29 -31 -32 44 33 -35 -36 -37 45 38 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 52 -52 -53 -54 leaf_value=-0.02783943640149569 1.2772687917436871 3.2746690384546917 32.912478468153211 -0.19981037684849332 -23.653415912130605 11.304373178482056 -2.1878018834040716 9.7838365528106692 -5.1202168655395512 -0.32145625325430816 0.13022278295499143 4.0840053727076606 -3.1462064231525768 4.3688932436988468 0.79619520370511043 0.17694294880155753 0.031529460987640083 8.3955653122493192 0.99639810557192476 4.545447449457078 -4.9951061172485351 1.7111727206574545 3.2015996601468046 0.2354263400890696 0.73662532742358433 1.0887810366321029 3.7054293416341149 -1.6432558462231657 1.8290451451655358 0.30604451013702744 2.6873858515421554 -0.39437534493784754 -0.14296463949926969 -3.8575251302719118 -0.19002037206090483 -1.3220590277314188 -0.071678975587675428 -0.46138165934942665 4.7379213054363545 1.0425300479579616 -1.8149341985453731 4.9083855724334722 2.0107158087429249 1.5341086657842002 -3.2048978614807129 -1.7065131545748031 -0.029906330467149293 0.14638946151733398 -0.0014607712690135899 -0.33993788327489582 -0.6896368501926291 -0.5517197075228053 -0.70181635249744756 leaf_weight=142726 35 128 27 21 23 24 26 25 39 791 204 26 22 21 276 4299 1090 21 193 21 20 54 21 508 232 285 30 86 114 274 24 31 29 20 389 40 4485 28 26 37 23 20 38 45 24 35 3983 40 201819 28 29 254 22 leaf_count=142726 35 128 27 21 23 24 26 25 39 791 204 26 22 21 276 4299 1090 21 193 21 20 54 21 508 232 285 30 86 114 274 24 31 29 20 389 40 4485 28 26 37 23 20 38 45 24 35 3983 40 201819 28 29 254 22 internal_value=0 0.614862 6.5603 -0.172651 -10.127 2.01167 0.318726 3.81685 0.0972163 0.270096 1.40284 0.948102 0.121629 0.870508 -0.00647072 0.114971 0.526931 1.06476 1.97475 1.34467 -2.53898 -0.18932 0.312992 0.0554321 0.363464 0.70892 1.33799 -0.0436185 0.274689 0.808552 0.0887472 -0.0123992 -0.0121426 -1.65911 0.164968 -0.109039 0.0176929 0.0902586 2.04199 -0.0119084 1.18747 2.39897 0.358981 -0.0121869 -1.62079 -0.108977 0.077642 -1.07511 -0.0123888 0.492372 0.654919 -0.0974081 -0.499164 internal_weight=0 1526 169 1357 64 142 1293 77 1216 1177 332 52 118 96 361605 16831 2113 590 235 214 41 845 1523 14718 1608 861 315 747 1502 388 1114 344774 344719 49 621 75 13110 8336 54 344670 80 57 546 344590 55 4774 8282 126 344545 355 305 4739 50 internal_count=363131 1526 169 1357 64 142 1293 77 1216 1177 332 52 118 96 361605 16831 2113 590 235 214 41 845 1523 14718 1608 861 315 747 1502 388 1114 344774 344719 49 621 75 13110 8336 54 344670 80 57 546 344590 55 4774 8282 126 344545 355 305 4739 50 cat_boundaries=0 7 12 13 18 19 26 27 28 35 36 37 cat_threshold=1048576 0 0 0 0 0 128 2097152 134218816 336 1073741824 4210688 824 8421504 134479872 67108864 67403776 128 1044 69535232 1082131456 1576976 1073741824 4198400 2 4 42 340 137430565 1074791692 168301320 536870913 4216065 256 128 374 2760 is_linear=0 shrinkage=0.01 Tree=266 num_leaves=36 num_cat=3 split_feature=8 24 7 7 0 6 4 3 5 4 11 3 6 22 5 8 6 7 5 9 18 12 10 8 0 3 26 9 10 3 24 24 14 8 3 split_gain=6.09809e+06 3.01417e+07 8.1803e+07 1.75752e+07 4.11229e+07 1.14666e+07 6.83594e+06 8.50518e+06 4.59573e+07 1.20766e+07 1.50504e+07 3.52823e+06 3.04626e+06 2.98875e+06 3.17513e+06 4.82275e+06 2.72514e+06 2.67699e+06 2.5961e+06 2.81336e+06 2.73961e+06 2.68037e+06 2.58924e+06 1.94155e+06 1.89106e+06 5.92806e+06 9.84534e+06 1.51982e+06 1.12997e+06 1.02643e+06 5.17547e+06 800602 662901 237046 108620 threshold=1973.6620000000003 0 2822.9627650000007 2822.9627650000007 1519.5755740000002 2976.3936000000008 785.57750000000021 1493.1141200000004 330.08250000000004 2693.9010000000007 871.08830000000023 411.39420000000001 6.4775000000000009 351.06000000000006 584.10300000000018 613.57500000000016 196.44300000000001 548.03450000000009 152.04452500000002 1022.5259020000002 14.539 1621.2640000000004 190.45082400000004 1148.5039000000004 2778.6210000000005 7.9742500000000005 2022.5000000000002 613.5367500000001 724.82817100000011 698.94000000000005 1 2 1182.8200000000004 2971.7767500000004 9.6251120000000014 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 left_child=3 2 11 6 22 12 16 13 -9 10 -10 17 33 14 27 -16 24 -2 23 21 -21 -20 34 32 29 26 -26 -8 -14 31 -31 -1 -18 -3 -5 right_child=1 5 -4 4 -6 -7 7 8 9 -11 -12 -13 28 -15 15 -17 18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 30 -32 -33 -34 -35 -36 leaf_value=-0.037014391186523915 1.7268929330040428 2.3910765426635745 24.022081275939939 -1.7402021636962892 -16.683689458937874 -7.6133636415921728 0.033021812492380107 12.821635795169406 -0.73434371545910837 -5.8429330880301338 8.853531161221591 4.1695768864949541 -0.2542729119693532 -3.217556637850675 2.3507648007032036 -0.50410636383911656 0.07223103668861322 -2.8837966427803043 0.37008649123166876 3.117902919971026 -0.0027874135971069336 3.6058853134742153 1.7465407311474834 -2.2189046225676665 5.9320740862590515 -3.1285864030747188 -2.2422079587501029 1.4638594027348313 -2.7796294341216221 1.2911418957207961 -0.3321557550518891 -0.0022436682283420227 1.7064937854766846 0.94990493956066313 -2.7824136981964114 leaf_weight=88015 34 25 20 20 21 26 703 36 64 28 22 33 34 22 185 87 3451 20 1662 78 44 26 27 37 41 21 23 83 37 327 466 267347 25 21 20 leaf_count=88015 34 25 20 20 21 26 703 36 64 28 22 33 34 22 185 87 3451 20 1662 78 44 26 27 37 41 21 23 83 37 327 466 267347 25 21 20 internal_value=0 1.55745 5.29125 -0.00489497 -4.47333 -1.5014 -0.00381109 0.740422 2.97171 -0.138793 1.71837 1.5935 -0.27151 0.430521 0.506379 1.43763 -0.0063429 0.0192301 0.21825 0.525917 1.99241 0.419927 -0.646205 0.0597302 -0.0096988 1.48169 2.99444 0.184115 -1.5703 -0.0100547 0.349317 -0.0108567 0.0839849 1.73315 -2.26131 internal_weight=0 250 107 362881 88 143 362793 1230 150 114 86 87 117 1080 1058 272 361563 54 5323 1810 122 1688 67 3513 356240 85 64 786 71 356155 793 355362 3476 46 40 internal_count=363131 250 107 362881 88 143 362793 1230 150 114 86 87 117 1080 1058 272 361563 54 5323 1810 122 1688 67 3513 356240 85 64 786 71 356155 793 355362 3476 46 40 cat_boundaries=0 1 2 3 cat_threshold=2820 564 2688 is_linear=0 shrinkage=0.01 Tree=267 num_leaves=43 num_cat=3 split_feature=1 24 7 6 4 1 1 2 5 5 3 0 1 7 0 3 3 1 0 6 7 2 0 5 24 0 0 2 0 11 10 5 24 4 13 7 5 3 9 10 9 0 split_gain=5.68579e+06 1.58587e+07 4.32871e+07 2.63089e+07 3.62502e+07 2.12283e+07 1.55958e+07 8.74472e+06 7.29575e+06 8.70213e+06 5.65375e+06 7.91178e+06 4.69654e+06 3.78538e+06 3.0662e+06 3.6758e+06 8.36906e+06 2.52882e+06 6.79034e+06 3.89908e+06 4.14016e+06 2.74211e+06 3.15747e+06 1.10706e+07 2.79332e+06 2.28207e+06 1.84112e+06 2.37936e+06 1.65407e+06 1.47338e+06 1.53276e+06 2.28179e+06 1.35521e+06 2.00479e+06 1.18845e+06 835861 1.8747e+06 1.85607e+06 834725 663303 633368 128393 threshold=786.89439000000004 0 2822.9627650000007 1529.30718 2693.9010000000007 2781.5828000000006 1892.2623000000001 2682.0900000000006 1561.8224400000001 28.890499999999999 748.6165000000002 992.19979999999998 860.12500000000011 1306.1250000000002 1519.5755740000002 392.12500000000006 608.61636750000014 56.702905000000008 2778.6210000000005 1937.6795000000002 279.22250000000003 624.21400000000006 1117.6621800000003 84.126000000000019 1 2778.6210000000005 1884.2950000000003 193.49000000000004 299.04000000000008 3182.0603000000006 1935.1350000000002 305.32623000000007 2 452.88000000000005 29.427500000000006 1538.3385000000001 553.36150000000009 2725.8677800000005 135.22032050000004 379.01500000000004 11.865000000000002 2778.6210000000005 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=17 2 6 4 7 13 14 10 9 -8 12 -12 -3 -5 15 28 -17 26 19 21 -21 32 24 -24 -23 -7 29 41 -2 30 35 40 33 -19 -22 37 -37 -1 -31 -34 -32 -28 right_child=1 3 -4 5 -6 25 8 -9 -10 -11 11 -13 -14 -15 -16 16 -18 18 -20 20 34 22 23 -25 -26 -27 27 -29 -30 38 31 -33 39 -35 -36 36 -38 -39 -40 -41 -42 -43 leaf_value=-0.011819600951052174 -0.38144248270008663 1.9960210438321033 16.694087314605714 0.85162584459459456 10.633654496810015 -8.1181575964689259 7.7020459168045612 -4.7057420168982613 10.933849666595458 -0.57376031597455346 0.12199475886566299 4.2246435840041547 -0.36964121394607796 -4.0217699704851428 -2.9007982469641642 7.3710620029156031 0.46548977829791882 0.11961241050438101 5.1242318245216651 5.8273932504653931 2.3111721801757814 1.3759938738638895 8.7873951721191403 0.024746437591055166 -0.0050987311218168357 -12.895259513854981 -0.17645705436551293 -4.2322365379333498 1.6533346380753953 -0.4863127036094666 1.0974010407052388 4.1037335655905984 -0.055853017731851848 0.86578294465199435 -0.90353435267572824 -0.29397587651791784 -3.5431767672584171 2.1424119044542311 -3.3754737815856934 0.38873547317623752 -1.0058682810176502 -0.91830495591257133 leaf_weight=344357 146 96 20 37 34 20 27 36 20 24 112 81 667 28 23 26 54 8501 27 24 23 218 21 46 419 20 43 22 55 20 41 22 6800 376 23 115 21 40 20 353 22 51 leaf_count=344357 146 96 20 37 34 20 27 36 20 24 112 81 667 28 23 26 54 8501 27 24 23 218 21 46 419 20 43 22 55 20 41 22 6800 376 23 115 21 40 20 353 22 51 internal_value=0 0.60534 2.30136 -0.00727724 0.48057 -4.77493 1.59512 0.132581 5.81496 3.80755 0.314777 1.84383 -0.0719956 -1.24768 0.609567 0.896893 2.7098 -0.00635145 0.113337 0.105286 2.46047 0.0954342 0.706268 2.77125 0.489073 -10.5067 -0.0121944 -1.27181 0.175337 -0.0117704 -0.0115477 1.33114 0.0686078 0.151048 0.703819 -0.0118789 -0.795691 -0.0115694 -1.93089 -0.0338653 0.362926 -0.578949 internal_weight=0 1526 395 1131 1026 105 375 992 71 51 956 193 763 65 304 281 80 361605 16831 16804 70 16734 704 67 637 40 344774 116 201 344658 344618 85 16030 8877 46 344533 136 344397 40 7153 63 94 internal_count=363131 1526 395 1131 1026 105 375 992 71 51 956 193 763 65 304 281 80 361605 16831 16804 70 16734 704 67 637 40 344774 116 201 344658 344618 85 16030 8877 46 344533 136 344397 40 7153 63 94 cat_boundaries=0 1 2 3 cat_threshold=2308 1054 1396 is_linear=0 shrinkage=0.01 Tree=268 num_leaves=33 num_cat=5 split_feature=8 24 7 7 1 1 13 2 0 9 4 5 10 15 17 7 5 10 8 25 2 25 18 24 5 10 1 7 24 0 0 8 split_gain=5.94864e+06 2.88972e+07 6.60791e+07 1.72148e+07 4.625e+07 1.31316e+07 4.2251e+07 2.04059e+07 1.46011e+07 1.13893e+07 5.32705e+06 4.26004e+06 6.34779e+06 7.78978e+06 3.06448e+06 2.36207e+06 5.91387e+06 2.21773e+06 1.99135e+06 1.9903e+06 1.93935e+06 3.66888e+06 5.61936e+06 4.72631e+06 1.90761e+06 1.41978e+06 1.99821e+06 1.09046e+06 905743 8.88141e+06 4.15128e+06 36907.8 threshold=1973.6620000000003 0 2822.9627650000007 2822.9627650000007 1461.4925000000003 2781.5828000000006 312.11975000000007 2682.0900000000006 992.19979999999998 2854.0889000000006 182.00375000000003 155.08350000000004 1935.1350000000002 304.21400000000006 81.215000000000018 233.45214000000001 2871.8940000000007 119.26480000000001 2971.7767500000004 1 624.21400000000006 2 36.400375000000004 3 14.489570000000002 1564.7167200000001 155.59175000000002 262.51530500000007 4 2778.6210000000005 2778.6210000000005 2971.7767500000004 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 1 2 2 2 2 1 2 2 2 left_child=3 2 10 5 17 11 7 8 24 25 14 20 15 27 -2 19 -17 -5 -12 -13 28 23 -23 -22 -7 26 31 -14 29 -1 -30 -3 right_child=1 9 -4 4 -6 6 -8 -9 -10 -11 18 12 13 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 30 -31 -32 -33 leaf_value=0.0064811193593742461 6.0605951554434636 -0.65676218350728355 20.059281965891522 -1.7668542974423138 -16.983886206583541 1.3659750054099342 16.520603966474532 -7.884385896162553 8.5777000872294114 -7.4514052818561423 0.9594444447550281 0.39005029679280384 2.4465596346421674 7.4104018825954858 0.93546034240722664 0.45431265185710135 5.2604709405165453 1.9614586060135455 -3.0839864435650055 -0.014793933566351494 2.5594147757715828 -0.33108920092223793 4.5149894807815558 0.3813763571813189 -2.2404639486833053 -2.2811384469491465 2.4961380808694025 -0.50587050141959355 -0.024253936446187684 5.359582019928963 -3.626303963524697 -1.2384162778854371 leaf_weight=148579 28 24 24 39 22 44 20 22 30 29 29 1710 22 27 20 1673 26 27 21 4136 139 558 25 338 22 27 28 29 205330 31 32 20 leaf_count=148579 28 24 24 39 22 44 20 22 30 29 29 1710 22 27 20 1673 26 27 21 4136 139 558 25 338 22 27 28 29 205330 31 32 20 internal_value=0 1.53827 4.79461 -0.00480507 -4.4272 -0.00373237 3.08043 0.802434 2.79316 -1.79942 1.54557 -0.00490597 0.228994 3.06711 3.92512 0.199654 0.527862 -0.241635 -0.738797 0.104268 -0.00992811 0.417169 -0.121202 1.05559 0.163829 -0.32555 0.407795 0.767727 -0.0112071 0.00759726 -0.024814 -0.92115 internal_weight=0 250 122 362881 88 362793 138 118 96 128 98 362655 7623 78 48 7545 1699 66 50 5846 355032 1060 583 477 66 99 72 51 353972 148610 205362 44 internal_count=363131 250 122 362881 88 362793 138 118 96 128 98 362655 7623 78 48 7545 1699 66 50 5846 355032 1060 583 477 66 99 72 51 353972 148610 205362 44 cat_boundaries=0 1 8 15 16 17 cat_threshold=3840 68502560 1216380992 67633664 67437057 4264256 16640 4 2147516928 262148 272 1073807360 5120 0 128 1048 55 is_linear=0 shrinkage=0.01 Tree=269 num_leaves=34 num_cat=5 split_feature=8 24 2 7 1 1 7 3 6 0 8 3 5 1 11 0 25 7 0 7 0 2 25 18 24 1 6 6 24 0 0 3 8 split_gain=5.83025e+06 2.83221e+07 6.48867e+07 1.68723e+07 4.53296e+07 1.28703e+07 2.77909e+07 3.0504e+07 1.18277e+07 1.05417e+07 6.65051e+06 4.63946e+06 4.17541e+06 4.59957e+06 7.63971e+06 7.85196e+06 3.23957e+06 4.41707e+06 4.35973e+06 2.69461e+06 1.97369e+06 1.90325e+06 3.59959e+06 5.50753e+06 4.63924e+06 1.85865e+06 1.74843e+06 1.18547e+06 887719 8.70467e+06 4.06867e+06 142715 3771.61 threshold=1973.6620000000003 0 2682.0900000000006 2822.9627650000007 1461.4925000000003 2781.5828000000006 135.58212499999999 1118.1025000000002 2976.3936000000008 992.19979999999998 2971.7767500000004 411.39420000000001 155.08350000000004 1256.4300000000001 1413.4285000000002 161.48350000000002 1 659.5150000000001 1519.5755740000002 254.73937500000002 19.646625000000004 624.21400000000006 2 36.400375000000004 3 1461.4925000000003 898.38705000000004 293.37750000000005 4 2778.6210000000005 2778.6210000000005 209.58850000000004 2971.7767500000004 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 1 2 2 2 1 2 2 2 2 left_child=3 2 10 5 27 12 7 9 25 20 11 19 21 16 15 -15 17 -14 -18 -2 -7 28 24 -24 -23 26 31 -5 29 -1 -30 32 -3 right_child=1 8 -4 4 -6 6 -8 -9 -10 -11 -12 -13 13 14 -16 -17 18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 30 -31 -32 -33 -34 leaf_value=0.0064163080997401926 4.2497777442932128 -0.58905262538364955 21.605338905334474 -1.5394131671681124 -16.814047561125321 2.8842930570142022 10.603343861897786 -8.9661169272202716 -8.7822413853236601 9.2357657298316127 -1.7858799630945379 6.9063681920369469 0.28411700858176636 4.3466406670570379 6.4256735804985308 -0.24486984932259337 0.010062329284334925 1.4879160877626334 -3.2303244100298203 -0.82183253895152708 -0.99250605821609494 2.535538318877252 -0.32777830981545975 4.469839460372925 0.37767218605326164 2.0167009353637697 -3.5309565957387288 1.142237184047699 -0.024011397204902744 5.305986288132206 -3.5900409069657329 0.34771678733825684 -0.7809331130981445 leaf_weight=148579 20 21 20 34 22 29 36 26 21 23 33 27 3382 50 29 146 3639 335 42 22 24 139 558 25 338 22 24 32 205330 31 32 20 20 leaf_count=148579 20 21 20 34 22 29 36 26 21 23 33 27 3382 50 29 146 3639 335 42 22 24 139 558 25 338 22 24 32 205330 31 32 20 20 internal_value=0 1.52289 4.74667 -0.00475611 -4.38293 -0.00369413 3.04963 0.383607 -1.78143 3.5822 1.9064 3.67228 -0.004856 0.226709 1.63522 0.926434 0.183871 0.391558 -0.0268374 1.59322 1.12876 -0.00982801 0.413274 -0.11999 1.04564 -0.573925 -1.24444 -0.239219 -0.011095 0.00752129 -0.0245659 -0.344827 -0.682653 internal_weight=0 250 122 362881 88 362793 138 102 128 76 102 69 362655 7623 225 196 7398 3717 3681 42 53 355032 1060 583 477 107 85 66 353972 148610 205362 61 41 internal_count=363131 250 122 362881 88 362793 138 102 128 76 102 69 362655 7623 225 196 7398 3717 3681 42 53 355032 1060 583 477 107 85 66 353972 148610 205362 61 41 cat_boundaries=0 1 7 14 15 16 cat_threshold=3840 2475552 1082426952 101191760 327681 4264000 16642 2147516928 262148 272 1073807360 5120 0 128 1048 55 is_linear=0 shrinkage=0.01 Tree=270 num_leaves=31 num_cat=2 split_feature=0 1 11 1 3 7 8 11 0 3 14 1 1 1 1 24 0 3 5 9 6 10 2 26 0 24 2 9 3 26 split_gain=2.60413e+07 6.09578e+07 2.21459e+08 7.13496e+06 1.12319e+07 6.23618e+06 2.33543e+07 5.93329e+06 5.10708e+06 6.33668e+06 5.93983e+06 5.66596e+06 4.76285e+06 6.20228e+06 1.03825e+07 3.99268e+06 3.60083e+06 3.36601e+06 2.98626e+06 3.05956e+06 4.83566e+06 2.50173e+06 1.78487e+06 1.12247e+06 974156 3.12465e+06 1.86436e+06 840410 652960 276602 threshold=2778.6210000000005 2781.5828000000006 85.33120000000001 2781.5828000000006 1890.7105500000002 2822.9627650000007 1973.6620000000003 314.2625000000001 1117.6621800000003 1118.1025000000002 680.43750000000011 523.64669700000002 1461.4925000000003 48.966000000000001 555.56875000000014 0 1884.2950000000003 991.56000000000017 155.08350000000004 1972.2770000000003 2976.3936000000008 1058.8682400000002 152.69986350000002 2022.5000000000002 47.269500000000001 1 2682.0900000000006 7.283500000000001 138.47650000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=3 12 -3 5 7 8 17 28 18 15 11 -11 13 23 -15 16 -10 27 24 20 -20 -21 -17 -2 26 -26 -1 -7 29 -5 right_child=1 2 -4 4 -6 6 -8 -9 9 10 -12 -13 -14 14 -16 22 -18 -19 19 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.012731564063409768 0.63399805820349497 38.421018445014951 -7.5564728962291374 -2.2544507116079333 -8.0902103833799011 2.6535683302445849 11.579951130260122 3.3959140655517581 1.8708619432661269 -2.3831867988904318 7.29094819946289 3.2684003822943741 -2.6825965072169446 9.1778125903917402 0.24753923479715984 -1.0373825610510876 -1.0959591892242433 -3.5214551632512703 0.19761010573568097 -0.029749262192670038 4.4374276493213793 -3.8948503320867367 0.44787021022093926 -2.1442426673265604 0.20951775707089773 -0.059861901271882519 -2.1992744824825188 -0.1432145763578869 -3.395841856331661 -0.73622358679771427 leaf_weight=337196 33 20 22 24 27 22 22 25 225 24 25 68 33 23 30 173 50 22 7303 34 27 33 152 26 7954 9370 39 21 29 24 leaf_count=337196 33 20 22 24 27 22 22 25 225 24 25 68 33 23 30 173 50 22 7303 34 27 33 152 26 7954 9370 39 21 29 24 internal_value=0 3.72909 14.3376 -0.00360261 -2.35499 -0.00276644 2.67423 -0.836841 -0.00340861 0.839726 2.96862 1.79407 0.656288 1.64007 4.12294 0.424592 1.28472 -0.340016 -0.00507878 0.193783 0.213227 -1.93346 -0.33251 -0.590311 -0.00922755 0.0639053 -0.0129844 1.2877 -2.21111 -1.49534 internal_weight=0 187 42 362889 129 362760 87 102 362673 717 117 92 145 112 53 600 275 65 361956 7397 7330 67 325 59 354559 17324 337235 43 77 48 internal_count=363076 187 42 362889 129 362760 87 102 362673 717 117 92 145 112 53 600 275 65 361956 7397 7330 67 325 59 354559 17324 337235 43 77 48 cat_boundaries=0 1 2 cat_threshold=3110 118 is_linear=0 shrinkage=0.01 Tree=271 num_leaves=34 num_cat=4 split_feature=0 1 8 1 3 17 4 6 1 1 1 25 1 24 0 25 26 20 13 0 2 1 8 3 13 3 24 3 26 7 3 26 1 split_gain=2.55231e+07 5.97447e+07 1.34491e+08 6.99298e+06 1.10084e+07 1.03865e+07 6.49643e+06 1.07464e+07 4.66807e+06 6.07885e+06 1.01759e+07 4.58787e+06 4.83205e+06 3.27613e+06 3.17253e+06 8.8606e+06 6.65231e+06 3.88596e+06 3.28442e+06 2.3058e+06 1.93962e+06 1.70716e+06 1.8239e+06 1.688e+06 2.61476e+06 1.46724e+06 1.30089e+06 1.21936e+06 1.10013e+06 841889 583529 611242 253608 threshold=2778.6210000000005 2781.5828000000006 912.87025000000017 2781.5828000000006 1890.7105500000002 11.862250000000001 480.67500000000001 2976.3936000000008 1461.4925000000003 48.966000000000001 555.56875000000014 0 326.39850000000001 1 1275.1415000000002 2 2022.5000000000002 16.038500000000003 36.714000000000006 1275.1415000000002 2682.0900000000006 54.82800000000001 1973.6620000000003 1493.1141200000004 4.7600710000000017 343.31355000000002 3 94.840350000000015 2022.5000000000002 76.508500000000012 815.10500000000013 2022.5000000000002 303.77500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=3 8 -3 6 5 30 14 11 9 28 -11 12 19 -14 20 16 27 25 -18 -8 21 29 -23 26 -25 -17 -13 -16 -2 -1 31 -5 -22 right_child=1 2 -4 4 -6 -7 7 -9 -10 10 -12 23 13 -15 15 17 18 -19 -20 -21 32 22 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.013964411613686849 0.62765818451390121 32.962204236984256 -2.8676328971169212 -2.7973868575777328 -8.0093082837705261 5.6329166946411133 0.49845149988971521 6.3603281125714703 -2.6557704948656489 9.086034674229829 0.2450639400482178 0.79958721564279345 0.32112492822831679 2.2287074619733374 6.8276436127556694 -0.83048599293272873 -1.7331525039672853 3.9870094444638209 3.5167603527415885 -2.2057940104513456 -1.2830044981566342 0.08697349997469507 2.5969765827573577 0.2620741189850701 -3.7353119812011721 1.3339416893108473 -0.067574294261565013 3.9528335296630859 -2.1228002513371984 0.096886267219629674 -3.8896893005371096 -0.79482142413104029 -2.5979744191603227 leaf_weight=335985 33 20 22 35 27 20 708 31 33 23 30 201 145 315 36 204 26 21 22 33 44 16859 29 36 30 37 957 25 26 6994 20 27 22 leaf_count=335985 33 20 22 35 27 20 708 31 33 23 30 201 145 315 36 204 26 21 22 33 44 16859 29 36 30 37 957 25 26 6994 20 27 22 internal_value=0 3.6918 14.1942 -0.00356654 -2.33144 -0.828472 -0.00273873 0.509825 0.649726 1.62367 4.08171 0.435035 0.870534 1.68284 -0.00623261 0.918023 3.16742 -0.133589 0.673058 0.37802 -0.00718528 -0.0068709 0.0912837 0.000602811 -1.55492 -0.498188 0.0892647 5.64944 -0.584408 -0.011704 -2.40442 -1.9253 -1.72133 internal_weight=0 187 42 362889 129 102 362760 2456 145 112 53 2425 1201 460 360304 371 109 262 48 741 359933 359867 16888 1224 66 241 1158 61 59 342979 82 62 66 internal_count=363076 187 42 362889 129 102 362760 2456 145 112 53 2425 1201 460 360304 371 109 262 48 741 359933 359867 16888 1224 66 241 1158 61 59 342979 82 62 66 cat_boundaries=0 7 8 12 13 cat_threshold=3195904 1208256000 135794688 67174401 20480 0 128 2570 33280 0 0 1073741824 48 is_linear=0 shrinkage=0.01 Tree=272 num_leaves=31 num_cat=2 split_feature=0 1 11 1 3 17 4 6 19 2 1 1 1 24 0 24 20 3 2 1 8 26 0 4 14 3 26 26 1 9 split_gain=2.50151e+07 5.85558e+07 2.14621e+08 6.85382e+06 1.07893e+07 1.01798e+07 6.37048e+06 1.05321e+07 4.96337e+06 5.05004e+06 4.57517e+06 5.95788e+06 9.97341e+06 4.27676e+06 3.1094e+06 4.91252e+06 5.05364e+06 5.21441e+06 1.90102e+06 1.67319e+06 1.7876e+06 1.07824e+06 1.01347e+06 937029 616630 571916 599079 535605 248561 213787 threshold=2778.6210000000005 2781.5828000000006 85.33120000000001 2781.5828000000006 1890.7105500000002 11.862250000000001 480.67500000000001 2976.3936000000008 1916.2125000000003 148.53650000000002 1461.4925000000003 48.966000000000001 555.56875000000014 0 1275.1415000000002 1 16.038500000000003 373.20250000000004 2682.0900000000006 54.82800000000001 1973.6620000000003 2022.5000000000002 1275.1415000000002 5.0399999999999965 429.20700000000005 815.10500000000013 2022.5000000000002 2022.5000000000002 303.77500000000003 83.502500000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 10 -3 6 5 25 14 8 9 22 11 21 -13 -11 18 23 17 -17 19 24 -21 -2 -8 27 -1 26 -5 -16 -20 -25 right_child=1 2 -4 4 -6 -7 7 -9 -10 13 -12 12 -14 -15 15 16 -18 -19 28 20 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.012221287223909499 0.62138150244048151 37.760930852890013 -7.5010908230868258 -2.7694129477909635 -7.929215137340405 5.5765875425338747 0.072397917723206848 6.2967250750141766 -4.4096776444571359 1.559022558117511 -2.6292127875125773 8.9951742336024409 0.24261333401997884 0.32853934264541268 -0.92980819601761666 0.50451958736227875 6.3144832125577057 4.1861951905853898 -1.2701744197715412 0.086103765623334341 2.5710068380421602 -2.1015722583119687 -1.9615174232482913 -1.3011403685349685 0.27182128142594669 -3.8507924995422367 -0.78687323534930198 0.77233162521488141 -2.5719946965304286 -2.657713519505092 leaf_weight=342213 33 20 22 35 27 20 1222 31 21 568 33 23 30 589 38 179 22 49 44 16859 29 26 25 26 766 20 27 36 22 21 leaf_count=342213 33 20 22 35 27 20 1222 31 21 568 33 23 30 589 38 179 22 49 44 16859 29 26 25 26 766 20 27 36 22 21 internal_value=0 3.65488 14.0523 -0.00352997 -2.30812 -0.820188 -0.00271044 0.504861 0.43082 0.473104 0.643228 1.60743 4.04089 0.948928 -0.00617028 0.908843 1.67058 1.29576 -0.00711343 -0.0068022 0.0903708 -0.578564 0.0316217 -0.741759 -0.0115869 -2.38038 -1.90605 -0.10174 -1.70411 -1.90727 internal_weight=0 187 42 362889 129 102 362760 2456 2425 2404 145 112 53 1157 360304 371 250 228 359933 359867 16888 59 1247 121 342979 82 62 74 66 47 internal_count=363076 187 42 362889 129 102 362760 2456 2425 2404 145 112 53 1157 360304 371 250 228 359933 359867 16888 59 1247 121 342979 82 62 74 66 47 cat_boundaries=0 1 2 cat_threshold=1396 961 is_linear=0 shrinkage=0.01 Tree=273 num_leaves=32 num_cat=1 split_feature=0 1 11 1 3 17 4 17 2 1 2 1 1 1 8 0 24 20 3 2 1 8 17 26 4 7 3 26 26 1 9 split_gain=2.45173e+07 5.73906e+07 2.1035e+08 6.71743e+06 1.05746e+07 9.9772e+06 6.24561e+06 1.05082e+07 1.59128e+07 2.13009e+07 4.52333e+06 4.48413e+06 5.83932e+06 9.77494e+06 3.79039e+06 3.04752e+06 4.81476e+06 4.95308e+06 5.11064e+06 1.86319e+06 1.63989e+06 1.75203e+06 1.14862e+06 1.05678e+06 918382 824142 560535 587157 524947 243615 209533 threshold=2778.6210000000005 2781.5828000000006 85.33120000000001 2781.5828000000006 1890.7105500000002 11.862250000000001 480.67500000000001 2221.3567500000004 2682.0900000000006 962.58510000000012 148.53650000000002 1461.4925000000003 48.966000000000001 555.56875000000014 2971.7767500000004 1275.1415000000002 0 16.038500000000003 373.20250000000004 2682.0900000000006 54.82800000000001 1973.6620000000003 623.90970000000004 2022.5000000000002 5.0399999999999965 76.508500000000012 815.10500000000013 2022.5000000000002 2022.5000000000002 303.77500000000003 83.502500000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 11 -3 6 5 26 15 8 10 -10 22 12 23 -14 -12 19 24 18 -18 20 25 -22 -8 -2 28 -1 27 -5 -17 -21 -26 right_child=1 2 -4 4 -6 -7 7 -9 9 -11 14 -13 13 -15 -16 16 17 -19 -20 29 21 -23 -24 -25 30 -27 -28 -29 -30 -31 -32 leaf_value=-0.013707551069512078 0.61516775882605357 37.383320911407473 -7.4260796945745291 -2.7417187873295377 -7.8499229572437423 5.5208217048645016 -0.023148956417591123 -6.2276723928036892 -1.035516457330613 12.625987467956543 0.98265831672252812 -2.6029206270160099 8.9052224932546196 0.24018713251749674 -3.4093549356460575 -0.92051012189764725 0.4994744172442559 6.251338445490056 4.1443332999093192 -1.2574726763638584 0.085242727314519429 2.5452967597698346 1.6402137513493384 -2.0805565378299127 -1.2881289379413312 0.09596854517985777 -3.8122844314575195 -0.77900450812445743 0.76460832849144933 -2.5462747071006082 -2.6311363810584658 leaf_weight=335985 33 20 22 35 27 20 1202 23 21 25 1122 33 23 30 20 38 179 22 49 44 16859 29 43 26 26 6994 20 27 36 22 21 leaf_count=335985 33 20 22 35 27 20 1202 23 21 25 1122 33 23 30 20 38 179 22 49 44 16859 29 43 26 26 6994 20 27 36 22 21 internal_value=0 3.61833 13.9117 -0.00349415 -2.28504 -0.811986 -0.00268281 0.499889 0.563487 6.38921 0.451219 0.636796 1.59136 4.00049 0.90574 -0.00610858 0.899755 1.65388 1.2828 -0.00704229 -0.00673417 0.0894671 0.0343005 -0.572779 -0.734341 -0.011471 -2.35657 -1.88699 -0.100723 -1.68707 -1.8882 internal_weight=0 187 42 362889 129 102 362760 2456 2433 46 2387 145 112 53 1142 360304 371 250 228 359933 359867 16888 1245 59 121 342979 82 62 74 66 47 internal_count=363076 187 42 362889 129 102 362760 2456 2433 46 2387 145 112 53 1142 360304 371 250 228 359933 359867 16888 1245 59 121 342979 82 62 74 66 47 cat_boundaries=0 1 cat_threshold=961 is_linear=0 shrinkage=0.01 Tree=274 num_leaves=45 num_cat=6 split_feature=0 11 2 2 2 4 25 7 10 7 7 16 9 7 4 6 0 25 26 4 5 11 2 5 5 25 2 0 2 6 0 25 2 0 6 10 4 17 2 25 5 25 14 0 split_gain=2.40294e+07 4.03069e+07 1.08145e+08 8.34732e+06 5.64733e+06 5.05793e+06 7.52755e+06 1.46829e+07 2.87809e+07 1.07415e+07 8.80521e+06 3.94851e+06 2.31604e+06 3.13134e+06 1.04225e+07 2.64113e+06 2.11039e+06 8.39164e+06 6.70644e+06 3.48518e+06 3.28436e+06 2.7594e+06 2.58396e+06 1.84196e+06 1.72163e+06 1.78223e+06 1.98329e+06 1.56266e+06 1.07832e+07 1.53849e+06 1.46924e+06 1.43645e+06 1.68139e+06 1.29472e+06 2.23204e+06 1.48924e+06 1.18338e+06 1.00379e+06 924389 1.8604e+06 891290 805009 749775 546239 threshold=2778.6210000000005 18.676500000000001 2682.0900000000006 2682.0900000000006 92.274000000000015 480.67500000000001 0 1538.3385000000001 86.673000000000016 2822.9627650000007 2822.9627650000007 251.83300000000003 1329.0550000000001 659.5150000000001 1522.8167500000002 1529.30718 1275.1415000000002 1 2022.5000000000002 93.591000000000008 147.97662000000003 401.02700000000004 2682.0900000000006 92.948000000000022 1146.4585000000004 2 148.53650000000002 1519.5755740000002 210.00800000000001 137.52500000000001 1117.6621800000003 3 198.67650000000003 561.94500000000005 1000.0509250000001 517.51460000000009 1.2766000000000002 270.45080000000007 624.21400000000006 4 107.08500000000002 5 137.52250000000001 65.403650000000013 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 9 2 2 left_child=5 2 4 11 -2 16 7 12 -9 -10 24 -3 13 15 -15 -7 22 18 27 36 -21 -20 29 -6 25 42 -27 -18 -29 38 -14 32 -31 34 -26 -35 40 -33 41 -40 -19 -1 -8 -24 right_child=1 3 -4 -5 23 6 10 8 9 -11 -12 -13 30 14 -16 -17 17 19 21 20 -22 -23 43 -25 33 26 -28 28 -30 31 -32 37 -34 35 -36 -37 -38 -39 39 -41 -42 -43 -44 -45 leaf_value=0.17252202442074541 4.8854959637035025 -2.4284150441487631 28.390642469406131 -7.5915183585030697 -2.1986467628479005 0.51652417558206554 -0.18723026733766213 15.594546673089267 5.4427412672603825 -3.0957477114750787 -6.4588962809244785 3.2252704184395924 0.11315424590275205 1.0339462607192993 8.2287581276893622 4.1110648981730149 7.5943486557006841 -0.79694246370006849 -1.6943020439147949 5.2405795476883643 0.042835845331991876 3.1010105314708891 -1.3574278564656035 2.0931639652252199 -0.71191435284084748 0.021379608063003683 0.99685808487957528 -0.95768525623139877 8.9535188359799598 0.29055511131163431 -3.3599904995872865 0.11286716995171972 1.3167204509697967 1.3997045146094427 -4.5985187530517582 -1.3720445158368066 -2.967310713892398 -0.45658983422488703 1.1000289799922043 0.032147309797481427 1.4308065586090088 -0.011902314532409315 -1.4372846721302381 -3.297362719036284 leaf_weight=2373 55 30 20 21 20 768 376 20 34 26 21 21 29 125 24 21 20 176 28 20 31 21 47 20 45 474 372 21 23 808 21 5501 199 36 22 42 23 328 215 608 20 349895 55 21 leaf_count=2373 55 30 20 21 20 768 376 20 34 26 21 21 29 125 24 21 20 176 28 20 31 21 47 20 45 474 372 21 23 808 21 5501 199 36 22 42 23 328 215 608 20 349895 55 21 internal_value=0 3.58215 7.2557 -2.28533 2.80624 -0.00345921 0.443796 1.07508 5.20568 1.74273 -0.0306683 -0.100427 0.751496 0.86328 2.19284 0.612196 -0.00657554 0.735334 2.88933 -0.263409 2.08117 0.360832 -0.00736486 -0.0527414 0.0640477 0.181297 0.445053 5.27666 4.22317 -0.00699661 -1.34557 0.141591 0.488492 -0.968552 -1.98811 -0.0927757 -0.821433 0.0806852 -0.00987334 0.324877 -0.569621 -0.0106554 -0.338887 -1.95653 internal_weight=0 187 115 72 95 362889 2511 1068 80 60 1443 51 988 938 149 789 360378 383 113 270 51 49 359995 40 1422 1277 846 64 44 359927 50 6836 1007 145 67 78 219 5829 353091 823 196 352268 431 68 internal_count=363076 187 115 72 95 362889 2511 1068 80 60 1443 51 988 938 149 789 360378 383 113 270 51 49 359995 40 1422 1277 846 64 44 359927 50 6836 1007 145 67 78 219 5829 353091 823 196 352268 431 68 cat_boundaries=0 7 11 16 22 29 35 cat_threshold=2146304 1074038272 1576960 65537 20480 0 128 33280 0 0 1073741824 2281963524 134217792 64 1081081888 2048 136380576 134479936 67633152 67108864 69696 258 512 294916 4368 67108864 4194304 0 128 0 4 0 4210688 2177 4218880 is_linear=0 shrinkage=0.01 Tree=275 num_leaves=43 num_cat=3 split_feature=3 2 12 9 7 14 0 20 24 0 3 5 0 4 2 11 12 2 6 0 5 19 11 3 4 4 21 2 0 24 7 7 14 10 11 4 23 14 23 24 10 10 split_gain=4.21001e+07 8.03048e+07 1.00421e+08 1.13923e+07 1.38081e+07 1.14146e+07 7.68038e+06 1.03344e+07 8.10929e+06 8.12645e+06 3.51354e+07 6.11703e+06 3.01967e+06 4.13712e+06 3.66005e+06 3.26868e+06 2.85661e+06 2.78464e+06 2.55939e+06 6.79135e+06 2.38403e+06 1.89806e+06 2.19948e+06 2.196e+06 2.07218e+06 1.90071e+06 1.74305e+06 934543 572781 951542 1.323e+06 2.21513e+06 1.06078e+06 651283 1.42563e+06 554330 486695 1.74049e+06 531228 426923 509442 138631 threshold=2725.8677800000005 2682.0900000000006 85.709000000000017 360.85390500000005 762.97500000000002 220.43000000000004 591.40200000000016 1648.7037500000004 0 2778.6210000000005 1.7373999999999998 1908.1960000000001 2778.6210000000005 148.05000000000004 2682.0900000000006 1413.4285000000002 1324.2200000000003 69.712000000000018 1937.6795000000002 104.01000000000001 137.52250000000001 218.88300000000001 1085.4300000000001 1118.1025000000002 508.93250000000006 727.60250000000008 330.75000000000006 53.901250000000005 3.1710000000000007 1 485.08750000000003 610.83000000000004 233.08200000000002 856.19400000000007 367.37175000000008 7.9977999999999962 322.44000000000005 448.09750000000003 352.12500000000006 2 1935.1350000000002 767.74042000000009 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 left_child=6 3 -3 4 20 -5 17 8 9 11 -11 16 14 -14 15 -10 -8 28 21 -20 27 22 24 26 -19 -24 -23 -2 36 30 32 -32 -30 35 -35 -31 39 38 -38 41 -41 -1 right_child=1 2 -4 5 -6 -7 7 -9 12 10 -12 -13 13 -15 -16 -17 -18 18 19 -21 -22 23 25 -25 -26 -27 -28 -29 29 33 31 -33 -34 34 -36 -37 37 -39 -40 40 -42 -43 leaf_value=0.023442613661166498 0.43428626433662748 2.2246989914222999 30.337925141652427 -8.3052934290015195 9.6845987666736946 1.5531849590937297 0.71606662662751075 7.2473782116433849 -0.093918527966437626 10.882911263490335 -3.0250109130494738 5.8171346771240238 -4.6891538405418398 0.2856691254207066 3.6004512287008352 2.8505670068202877 4.5384538154602057 0.088485690644536444 -1.5135026374816896 5.5987299103572443 -2.3700303688049318 0.93251511140511578 -0.57171520251603358 4.0409759553670881 0.65479512411355967 -3.6657730102539063 -0.96923421190496073 3.3899502296447754 0.094380909436489649 -0.033485546678254 4.20761710757301 0.001219277689533849 1.7061123633966213 2.0671517373834338 -1.1766904568672181 0.062392414636264708 1.6658800873756408 3.1394239755110305 -0.075641123830003945 -0.018584437055963826 0.86008788773507794 -0.77068669015711011 leaf_weight=27645 23 27 24 23 22 24 872 23 1132 39 34 25 32 35 29 39 20 12972 25 29 20 312 84 20 680 26 57 20 10183 20484 21 31 41 42 20 8546 20 22 141 278945 66 22 leaf_count=27645 23 27 24 23 22 24 872 23 1132 39 34 25 32 35 29 39 20 12972 25 29 20 312 84 20 680 26 57 20 10183 20484 21 31 41 42 20 8546 20 22 141 278945 66 22 internal_value=0 4.79716 15.4545 0.679567 2.8641 -3.27118 -0.000456364 0.578112 0.510149 1.18219 4.40525 0.938503 -0.0241073 -2.09037 0.0910579 0.00414717 0.80177 -0.00411622 0.133109 2.30603 0.482333 0.124817 0.105345 0.813671 0.116693 -1.30304 0.638749 1.80901 -0.00974624 0.0261635 0.10883 1.69996 0.100844 -0.00307284 1.02075 -0.0052605 -0.0143532 0.5012 0.140697 -0.0146608 -0.0183759 0.0228029 internal_weight=0 183 51 132 85 47 362714 2280 2257 990 73 917 1267 67 1200 1171 892 360434 14205 54 63 14151 13762 389 13652 110 369 43 346229 39368 10276 52 10224 29092 62 29030 306861 183 161 306678 279011 27667 internal_count=362897 183 51 132 85 47 362714 2280 2257 990 73 917 1267 67 1200 1171 892 360434 14205 54 63 14151 13762 389 13652 110 369 43 346229 39368 10276 52 10224 29092 62 29030 306861 183 161 306678 279011 27667 cat_boundaries=0 1 2 3 cat_threshold=1078 22 1 is_linear=0 shrinkage=0.01 Tree=276 num_leaves=40 num_cat=5 split_feature=3 2 12 9 7 14 0 25 0 11 0 23 1 0 5 6 2 25 6 7 3 4 17 25 5 1 1 3 0 2 25 6 25 7 26 6 9 5 7 split_gain=4.12623e+07 7.87067e+07 9.8423e+07 1.11656e+07 1.35333e+07 1.11875e+07 7.52754e+06 1.25336e+07 3.17649e+07 7.01568e+06 1.49685e+07 7.10147e+06 6.36197e+06 7.4924e+06 3.30577e+06 3.07957e+06 2.72922e+06 3.29909e+06 3.75564e+06 6.03172e+06 2.74597e+06 3.93893e+06 2.92155e+06 2.52415e+06 2.33659e+06 2.16966e+06 1.4749e+06 1.35483e+06 1.27894e+06 915946 846743 939742 773803 900734 872370 720744 511946 758804 612572 threshold=2725.8677800000005 2682.0900000000006 85.709000000000017 360.85390500000005 762.97500000000002 220.43000000000004 591.40200000000016 0 1884.2950000000003 2105.5980000000004 1519.5755740000002 3.6660000000000008 248.93500000000003 992.19979999999998 2871.8940000000007 420.87650000000008 69.712000000000018 1 1937.6795000000002 712.24900000000014 411.39420000000001 1522.8167500000002 1071.2935000000002 2 137.52250000000001 2781.5828000000006 22.341000000000005 1493.1141200000004 1117.6621800000003 53.901250000000005 3 1136.6981000000003 4 1941.9625000000003 2022.5000000000002 814.10926000000006 1329.0550000000001 1146.4585000000004 302.8318000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 left_child=6 3 -3 4 24 -5 16 8 12 11 -11 14 13 26 23 28 25 18 20 -20 21 -18 -22 -9 29 32 -8 30 -14 -2 35 -32 33 34 -1 -19 37 -34 -38 right_child=1 2 -4 5 -6 -7 7 9 -10 10 -12 -13 15 -15 -16 -17 17 27 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 31 -33 36 -35 -36 -37 38 -39 -40 leaf_value=0.073933882879027898 0.42994348277216377 2.2024521523934824 30.034545942942302 -8.222240618830142 9.5877529317682448 1.5376531918843588 -0.41595837354660037 0.39706270515023917 11.117885148708638 9.7704613266388574 -0.82500633239746091 6.1607884826660158 -0.90806261687443168 7.3249443299429755 3.6474888610839846 1.4695944994849128 0.19387846917860924 0.075962304519378229 7.2752272359132775 -0.31262391003695406 0.781375674321657 3.8903684833131993 4.6612113485336311 -0.34123552969789572 -2.3463300342559812 -2.3384942831993105 2.8634423144658405 -2.3635965728759767 -4.0657122205651328 3.3560507850646975 -0.10226516359682317 -2.131205078104268 -0.015089687405122169 1.530274330854416 -0.016270888544404769 1.0320826746523379 -0.24193331940229548 0.72128890719584049 -1.8815467834472657 leaf_weight=21505 23 27 24 23 22 24 32 1240 39 24 30 20 29 28 27 37 4831 5445 20 22 656 29 20 727 20 40 24 24 23 20 3055 23 303007 40 21380 80 86 140 31 leaf_count=21505 23 27 24 23 22 24 32 1240 39 24 30 20 29 28 27 37 4831 5445 20 22 656 29 20 727 20 40 24 24 23 20 3055 23 303007 40 21380 80 86 140 31 internal_value=0 4.74919 15.2999 0.672771 2.83546 -3.23847 -0.0004518 0.572331 2.8317 0.325446 3.88409 0.231646 1.1274 3.10131 0.172177 -0.73562 -0.00407506 0.131777 0.321024 3.30064 0.298998 0.215936 0.896164 0.124473 0.47751 -0.00964878 0.989499 0.00903291 -2.30472 1.79092 0.0156624 -0.117046 -0.00937969 0.0303549 0.028963 0.0896443 -0.0150044 -0.0147496 -0.676361 internal_weight=0 183 51 132 85 47 362714 2280 212 2068 54 2014 173 84 1994 89 360434 14205 5578 42 5536 4860 676 1967 63 346229 56 8627 52 43 8603 3078 346189 42925 42885 5525 303264 303147 117 internal_count=362897 183 51 132 85 47 362714 2280 212 2068 54 2014 173 84 1994 89 360434 14205 5578 42 5536 4860 676 1967 63 346229 56 8627 52 43 8603 3078 346189 42925 42885 5525 303264 303147 117 cat_boundaries=0 6 13 18 25 31 cat_threshold=9437696 0 0 0 0 16384 2352007200 134578240 201326864 1311232 8409600 18432 128 134513664 67076 67637520 1073807360 4199424 329220 1084229132 42488320 67585 4260096 0 4 3221258368 1073774624 2416968261 1179648256 8423569 2214618176 is_linear=0 shrinkage=0.01 Tree=277 num_leaves=39 num_cat=6 split_feature=3 2 12 9 7 14 0 25 0 20 1 0 23 1 24 6 2 25 6 7 3 24 4 2 1 2 1 3 0 25 2 25 7 26 1 7 10 4 split_gain=4.04411e+07 7.71404e+07 9.64644e+07 1.09434e+07 1.3264e+07 1.09648e+07 7.37781e+06 1.22842e+07 3.11328e+07 1.51124e+07 6.23537e+06 7.3433e+06 5.91954e+06 3.29137e+06 4.99464e+06 3.01829e+06 2.67491e+06 3.23344e+06 3.6809e+06 5.91169e+06 2.69133e+06 4.37519e+06 3.86054e+06 2.4219e+06 2.12648e+06 1.85632e+06 1.44555e+06 1.32787e+06 1.25349e+06 829490 935717 740554 1.00791e+06 832001 717422 515783 778563 728891 threshold=2725.8677800000005 2682.0900000000006 85.709000000000017 360.85390500000005 762.97500000000002 220.43000000000004 591.40200000000016 0 1884.2950000000003 1648.7037500000004 248.93500000000003 992.19979999999998 3.6660000000000008 77.899440000000013 1 420.87650000000008 69.712000000000018 2 1937.6795000000002 712.24900000000014 411.39420000000001 3 1522.8167500000002 1107.4580000000003 2781.5828000000006 141.77045000000001 22.341000000000005 1493.1141200000004 1117.6621800000003 4 2682.0900000000006 5 1941.9625000000003 2022.5000000000002 221.62025000000003 912.83060000000012 3056.7500000000005 5.8310000000000004 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 9 2 2 2 1 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 left_child=6 3 -3 4 25 -5 16 8 10 12 11 26 13 23 -15 28 24 18 20 -20 22 -22 -18 -9 31 -2 -8 29 -12 34 -31 32 33 -1 -19 36 -33 -37 right_child=1 2 -4 5 -6 -7 7 9 -10 -11 15 -13 -14 14 -16 -17 17 27 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 30 -32 35 -34 -35 -36 37 -38 -39 leaf_value=0.074938386241891183 -1.1125827937967636 2.1804274142230002 29.734199450810753 -8.140018250838569 9.4918752531571826 1.5222765382130943 -0.41179877281188965 -0.2005203715610939 11.006706372957963 8.974242923736572 -0.89898204014219096 7.2516951962879732 5.5212469373430517 -0.79782481576240116 0.84452431408862383 1.4548985455487227 0.19193968687111659 0.045755096927998257 7.2024750955104837 -0.30949761217290706 2.0173106442365731 0.29872173947910979 3.8514646760348614 -3.6387129888080416 -2.3151093797683719 2.3313827659343853 2.8348080317179365 -2.3399606180191039 -4.0250550742771321 -0.10020882247628736 -2.2181940893899825 -0.014373886806981357 1.6589350090528789 -0.016127112965929669 0.38692413781743262 -0.066335282225004386 1.8255481404843539 -1.2598245403766632 leaf_weight=20127 34 27 24 23 22 24 32 840 39 20 29 28 21 223 943 37 4831 4762 20 22 218 458 29 21 40 29 24 24 23 3112 21 305775 38 20004 708 142 23 80 leaf_count=20127 34 27 24 23 22 24 32 840 39 20 29 28 21 223 943 37 4831 4762 20 22 218 458 29 21 40 29 24 24 23 3112 21 305775 38 20004 708 142 23 80 internal_value=0 4.70169 15.1469 0.666044 2.8071 -3.20608 -0.000447266 0.56661 2.80338 0.322194 1.11613 3.0703 0.239275 0.184553 0.530822 -0.728264 -0.0040343 0.13046 0.317814 3.26763 0.296008 0.887202 0.213776 -0.284379 -0.00955229 0.472735 0.979604 0.00894258 -2.28167 0.0155058 -0.114041 -0.0092859 0.0310789 0.0295452 0.0897496 -0.0145848 -0.0142355 -0.496422 internal_weight=0 183 51 132 85 47 362714 2280 212 2068 173 84 2048 2027 1166 89 360434 14205 5578 42 5536 676 4860 861 346229 63 56 8627 52 8603 3133 346189 40169 40131 5470 306020 305798 222 internal_count=362897 183 51 132 85 47 362714 2280 212 2068 173 84 2048 2027 1166 89 360434 14205 5578 42 5536 676 4860 861 346229 63 56 8627 52 8603 3133 346189 40169 40131 5470 306020 305798 222 cat_boundaries=0 6 7 14 15 22 28 cat_threshold=9437696 0 0 0 0 16384 385 2352007200 134578240 201326864 1311232 8409600 18432 128 324 329220 1084228620 42488320 67585 4260096 0 4 3221258368 1073774624 2416969797 1178599680 8423569 2214618176 is_linear=0 shrinkage=0.01 Tree=278 num_leaves=33 num_cat=0 split_feature=3 2 12 9 7 14 0 20 23 1 17 5 2 15 0 6 2 1 1 0 0 5 16 1 3 12 11 6 2 2 18 12 split_gain=3.96364e+07 7.56053e+07 9.45447e+07 1.07256e+07 1.3e+07 1.07466e+07 7.23102e+06 9.86162e+06 5.23902e+06 3.29929e+06 3.74969e+06 3.54313e+06 3.33204e+06 3.1054e+06 2.64688e+06 5.0545e+06 6.3824e+06 2.4599e+06 2.94834e+06 8.09363e+06 2.38931e+06 2.29798e+06 2.21214e+06 2.08031e+06 1.68343e+06 1.03576e+06 1.01643e+06 928678 1.01032e+06 879667 769602 12844.1 threshold=2725.8677800000005 2682.0900000000006 85.709000000000017 360.85390500000005 762.97500000000002 220.43000000000004 591.40200000000016 1648.7037500000004 3.6660000000000008 72.937500000000014 940.75000000000011 2871.8940000000007 1107.4580000000003 575.25150000000008 104.01000000000001 1937.6795000000002 549.23035000000016 1892.2623000000001 1461.4925000000003 286.09000000000009 2778.6210000000005 137.52250000000001 950.59180000000003 2781.5828000000006 242.28262000000004 2107.0655000000002 734.30050000000017 28.542649999999998 1468.575 53.901250000000005 715.45220000000006 3113.0710000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 21 -5 14 8 9 12 11 -11 20 -12 23 17 -17 18 22 -20 -8 29 -16 25 -19 27 31 30 -29 -2 -1 -27 right_child=1 2 -4 5 -6 -7 7 -9 -10 10 13 -13 -14 -15 15 16 -18 24 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 -32 -33 leaf_value=-0.012187813676626632 0.43676991670028026 2.1586231754444265 29.436857592264811 -8.0586179882547135 9.3969565720991657 1.5070538647969565 -0.047542883056226899 7.0758566251008403 5.466034822009858 0.8097195709776287 1.8221377296447754 4.1809376788139341 -3.9472873769487653 -2.853814775408531 0.12577921373005338 -0.19115724953738128 7.5161985760643368 -0.12286407470703126 7.4574124865531921 -1.004120216369629 2.1217276827052789 -2.3324047088623048 1.9222190092612004 -2.4821719685722803 -3.564713880936305 -0.40264810169444365 -2.5149729901552202 0.069875861319142793 -1.3538029636986553 3.3043423151969908 0.60071220898046729 -0.092553098201751713 leaf_weight=333165 23 27 24 23 22 24 850 23 21 1210 20 32 21 49 10433 22 21 27 20 26 54 20 69 34 30 34 32 16244 50 20 205 22 leaf_count=333165 23 27 24 23 22 24 850 23 21 1210 20 32 21 49 10433 22 21 27 20 26 54 20 69 34 30 34 32 16244 50 20 205 22 internal_value=0 4.65468 14.9954 0.659383 2.77903 -3.17402 -0.000442143 0.560946 0.494556 0.447865 0.770524 0.896579 -0.00943913 -1.49847 -0.00399332 0.151325 3.5729 0.137451 0.148647 2.67481 0.0820374 0.468007 0.137582 -0.00872143 -1.93436 -0.00848098 -1.09324 -0.00820798 0.0655071 1.77052 -0.0118109 -0.280825 internal_weight=0 183 51 132 85 47 362714 2280 2257 2236 1311 1242 925 69 360434 10648 43 10605 10548 46 904 63 10502 349786 57 349752 88 349664 16294 43 333370 56 internal_count=362897 183 51 132 85 47 362714 2280 2257 2236 1311 1242 925 69 360434 10648 43 10605 10548 46 904 63 10502 349786 57 349752 88 349664 16294 43 333370 56 is_linear=0 shrinkage=0.01 Tree=279 num_leaves=41 num_cat=8 split_feature=3 2 12 9 7 14 0 25 0 11 0 23 1 0 8 4 25 2 25 1 2 9 2 0 24 9 0 1 2 8 25 1 3 25 25 7 24 7 10 4 split_gain=3.88476e+07 7.41008e+07 9.26633e+07 1.05122e+07 1.27413e+07 1.05328e+07 7.08713e+06 1.20424e+07 3.04952e+07 6.79494e+06 1.4632e+07 6.7213e+06 6.1278e+06 7.20776e+06 3.66327e+06 8.50322e+06 3.71435e+06 2.60102e+06 3.16192e+06 3.35738e+06 1.06791e+07 2.32581e+07 3.4847e+06 2.78372e+06 3.49498e+06 2.35609e+06 3.58379e+06 2.05099e+06 1.80943e+06 1.71801e+06 1.4675e+06 1.40747e+06 1.31062e+06 807615 728820 913525 763069 500328 764012 695821 threshold=2725.8677800000005 2682.0900000000006 85.709000000000017 360.85390500000005 762.97500000000002 220.43000000000004 591.40200000000016 0 1884.2950000000003 2105.5980000000004 1519.5755740000002 3.6660000000000008 248.93500000000003 992.19979999999998 1350.3896175000002 1116.5450000000003 1 69.712000000000018 2 1256.4300000000001 466.01190000000003 11.158800000000001 1468.575 149.25200000000004 3 487.08190000000008 887.79240000000016 2781.5828000000006 141.77045000000001 1350.3896175000002 4 22.341000000000005 1493.1141200000004 5 6 1941.9625000000003 7 912.83060000000012 3056.7500000000005 5.8310000000000004 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 1 2 2 2 2 2 9 2 2 9 9 2 1 2 2 2 left_child=6 3 -3 4 28 -5 17 8 12 11 -11 14 13 31 16 -16 -9 27 19 23 21 -21 -22 30 -25 26 -14 34 -2 32 -19 -8 33 -20 35 36 -1 38 -36 -39 right_child=1 2 -4 5 -6 -7 7 9 -10 10 -12 -13 25 -15 15 -17 -18 18 29 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 37 -37 -38 39 -40 -41 leaf_value=0.07971390660812909 -1.1018391485775219 2.1370369338989259 29.142489740053811 -7.9780318616784136 9.3029871611161656 1.4919832833607993 -0.40720536231994631 0.89225887651151081 10.888592301515432 9.6353936811536549 -0.84027457809448236 5.9893076934814449 1.2616743642633612 7.1796837125505713 5.237392593383789 -0.72658506187738159 -0.16835872462191376 0.67986128056657769 -0.20325870896703674 13.511081501359032 1.0743595852571377 -0.76424933433532716 -3.6143078177908197 1.3027271800292166 0.26195083331427532 1.4969393987040365 -3.8613051774766713 -2.2736561422348025 2.2983499309934419 -2.2025219587257929 0.078325665033574646 2.7963556480407714 -2.3160744333267211 0.065387925324580806 -0.014231784685470063 1.5603069820159521 -0.0078671068438738376 -0.070193434471779684 1.8084150845071545 -1.2424884459338612 leaf_weight=17201 34 27 24 23 22 24 32 414 39 24 30 20 22 28 45 51 1484 448 1313 21 51 25 23 522 864 31 36 40 29 35 3624 24 24 7255 305129 39 23577 141 23 79 leaf_count=17201 34 27 24 23 22 24 32 414 39 24 30 20 22 28 45 51 1484 448 1313 21 51 25 23 522 864 31 36 40 29 35 3624 24 24 7255 305129 39 23577 141 23 79 internal_value=0 4.60813 14.8455 0.652789 2.75124 -3.14228 -0.000437721 0.555336 2.76992 0.313399 3.81558 0.221054 1.09982 3.03706 0.163198 2.06903 0.0668018 -0.00395339 0.12867 0.31394 1.96908 5.75275 -0.382929 0.278125 0.665221 -0.728596 -1.91811 -0.00939462 0.463327 0.00850503 0.146368 0.965749 0.0175217 0.0240584 -0.009133 0.0305496 0.029094 -0.0144376 -0.0140944 -0.491154 internal_weight=0 183 51 132 85 47 362714 2280 212 2068 54 2014 173 84 1994 96 1898 360434 14205 5578 120 46 74 5458 1386 89 58 346229 63 8627 4072 56 8592 8568 346189 40817 40778 305372 305152 220 internal_count=362897 183 51 132 85 47 362714 2280 212 2068 54 2014 173 84 1994 96 1898 360434 14205 5578 120 46 74 5458 1386 89 58 346229 63 8627 4072 56 8592 8568 346189 40817 40778 305372 305152 220 cat_boundaries=0 6 11 18 19 25 31 37 38 cat_threshold=9437696 0 0 0 0 16384 278528 1540 67112976 1073807361 17408 2352007200 134578240 201326864 1311232 8409600 18432 128 1364 2147485728 134545408 67108864 262144 8404992 18432 1623728256 256 269552845 115474434 538970177 144 3221258368 1073774624 2416967749 1179648256 8554641 2214618176 1109 is_linear=0 shrinkage=0.01 Tree=280 num_leaves=31 num_cat=3 split_feature=2 16 4 6 0 1 4 0 2 26 2 1 3 1 5 5 25 0 6 2 2 11 25 1 1 7 1 25 1 8 split_gain=1.98231e+07 6.76722e+07 1.14322e+08 2.13282e+07 2.0178e+07 6.80433e+06 5.32956e+06 1.48843e+07 1.04625e+07 1.69311e+07 1.15613e+07 9.95916e+06 6.01489e+06 1.57739e+07 1.30372e+07 1.44691e+07 4.11948e+06 5.21765e+06 4.09616e+06 3.90367e+06 4.77862e+06 2.34631e+06 2.95857e+06 2.52002e+06 1.84915e+06 1.23966e+06 1.06225e+06 2.1709e+06 1.43025e+06 83740.8 threshold=2682.0900000000006 251.83300000000003 2693.9010000000007 104.02000000000002 1275.1415000000002 1098.6214000000002 2693.9010000000007 2778.6210000000005 27.046500000000005 2022.5000000000002 549.23035000000016 2781.5828000000006 571.90530000000001 1461.4925000000003 1908.1960000000001 288.75836000000004 0 1117.6621800000003 1529.30718 1271.7445000000002 193.49000000000004 172.59900000000002 1 1098.6214000000002 53.904000000000003 912.83060000000012 1256.4300000000001 2 1098.6214000000002 14.450258500000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 9 2 2 left_child=6 2 3 4 24 -5 7 12 9 -9 -10 19 21 16 15 -15 18 -18 -14 20 29 26 23 -23 -2 -24 28 -28 -1 -8 right_child=1 -3 -4 5 -6 -7 11 8 10 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 22 25 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0060006819949400001 3.9216540603637697 -9.9667479622364041 22.201681120816399 -0.17066494284004999 13.554517990112304 -7.4540172589343525 -0.58825502110852135 10.520286913420025 -4.6595480140686032 -0.35026623125957407 4.192580195532905 -8.5154556808471682 -0.23208725015499762 7.4273204909838162 10.877888350053267 -0.065245374607804579 0.4315460431720648 2.8322403818247266 -4.1617024258204864 2.3796921893528529 -5.4877557505094092 0.47160382609893603 0.049040659234209347 2.6646747603239835 -0.059538285391671324 -1.1153643474829824 -1.6751830380332882 0.012969829551411863 1.129301926767504 0.21878737926483155 leaf_weight=355970 20 32 34 29 20 23 36 38 25 23 36 20 504 39 22 76 1188 98 28 28 26 1764 2434 54 28 95 106 231 111 20 leaf_count=355970 20 32 34 29 20 23 36 38 25 23 36 20 504 39 22 76 1188 98 28 28 26 1764 2434 54 28 95 106 231 111 20 internal_value=0 3.26552 6.01508 1.42887 5.11553 -3.39215 8.55613e-05 0.000810869 3.49311 6.42155 0.564659 -2.02431 -0.000363757 0.552817 3.82497 2.47571 0.306236 0.60975 -0.430811 -0.844106 -1.94492 -0.00336146 0.227561 0.533808 1.59929 0.00527978 -0.00617787 -0.567346 -0.00564678 -0.300026 internal_weight=0 186 154 120 68 52 362972 362842 122 61 61 130 362720 1955 137 115 1818 1286 532 110 82 360765 4347 1818 48 2529 356418 337 356081 56 internal_count=363158 186 154 120 68 52 362972 362842 122 61 61 130 362720 1955 137 115 1818 1286 532 110 82 360765 4347 1818 48 2529 356418 337 356081 56 cat_boundaries=0 7 13 16 cat_threshold=9699328 34308 68157696 73465856 4197376 0 4 204834464 34304 528384 4456448 8410368 16640 1081344 0 320 is_linear=0 shrinkage=0.01 Tree=281 num_leaves=47 num_cat=6 split_feature=0 15 1 19 1 1 3 25 1 4 7 11 10 15 1 0 25 1 11 25 1 7 7 12 20 1 25 3 1 0 0 25 10 4 0 26 15 1 3 5 14 9 16 25 3 5 split_gain=1.89893e+07 4.84126e+07 1.62087e+08 4.15465e+07 9.89126e+06 1.51113e+07 6.97066e+06 1.65673e+07 4.56945e+07 8.84065e+06 6.31899e+06 6.88203e+06 5.03738e+06 6.86086e+06 4.20344e+06 3.43226e+06 8.71209e+06 3.24308e+06 1.99483e+06 2.74516e+06 2.37653e+06 3.09647e+06 1.53812e+06 1.4215e+06 2.66936e+06 1.20922e+06 2.21437e+06 2.60487e+06 1.93198e+06 1.28074e+07 1.74534e+06 1.26727e+06 1.13214e+06 1.91378e+06 1.04499e+06 982840 957315 911658 869601 742032 677661 613862 1.08591e+06 446123 186746 89803.3 threshold=2778.6210000000005 56.355500000000013 2781.5828000000006 236.93870000000004 585.22500000000014 3.3143000000000007 571.90530000000001 0 962.58510000000012 2693.9010000000007 96.700500000000019 54.308000000000014 1935.1350000000002 312.46000000000009 1461.4925000000003 992.19979999999998 1 1892.2623000000001 172.59900000000002 2 1098.6214000000002 659.5150000000001 912.83060000000012 752.69540000000018 596.80275000000006 1256.4300000000001 3 86.955000000000013 786.89439000000004 1117.6621800000003 392.93750000000006 4 1330.1795 275.01050000000004 747.41500000000008 2022.5000000000002 153.15300000000005 190.81250000000003 59.763000000000005 1016.9325000000002 13.711000000000002 712.7850000000002 57.582500000000003 5 1282.3492500000004 923.46450000000016 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=6 2 4 -3 5 -2 18 8 10 12 37 -12 15 -14 -11 17 -17 -9 25 20 23 -22 41 24 -20 28 30 34 32 31 38 -30 35 -34 -28 -1 -25 44 -27 40 -24 43 -43 -21 -8 -6 right_child=1 3 -4 -5 45 -7 7 9 -10 14 11 -13 13 -15 -16 16 -18 -19 19 22 21 -23 39 36 -26 26 27 -29 29 -31 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 leaf_value=0.0099117856044872426 -0.16695052182232892 -14.150824083466299 25.845592803955078 5.0201593208312989 -3.0831252120790027 10.008542298316955 -0.046870393330051059 0.18393384196019735 13.06464551387689 -0.54790125519037247 8.7689862203598032 0.89890091476440437 0.24201141428064418 7.8631242588588171 -6.1222935744254823 3.3234460845113802 -0.45943397727959295 -3.1370056610107424 0.45473850045675807 -0.22184459618271377 4.3037715095943874 -0.45817951592532069 0.31187080719891719 0.33853919108708702 3.038715896868124 -0.022042934783669407 -0.70630374648835925 2.4230032485884592 -0.68259515425738171 7.1926312051500592 -3.5482365007889576 0.51682509781979558 0.40953051287194958 3.649906234741211 1.7031567640304566 -0.023343717386036165 -1.4005279533186956 2.0557404946088793 -2.2865616994244711 -2.7923756342348844 -1.5678254959800026 1.5866710622382885 -0.44145575566725298 0.092447348563064788 -1.0204134071350097 -4.0194219284057615 leaf_weight=179987 54 26 32 20 21 20 93 1485 39 24 20 25 27 21 31 109 126 30 1605 600 36 22 34 60 41 43 180 37 109 28 39 339 138 21 20 175549 67 20 28 23 44 66 44 1730 25 20 leaf_count=179987 54 26 32 20 21 20 93 1485 39 24 20 25 27 21 31 109 126 30 1605 600 36 22 34 60 41 43 180 37 109 28 39 339 138 21 20 175549 67 20 28 23 44 66 44 1730 25 20 internal_value=0 3.13763 5.93932 -5.81561 0.400187 2.58318 7.25399e-05 0.578013 3.0975 0.258056 1.14261 4.39672 0.380255 3.57625 -3.68983 0.292594 1.41705 0.118173 -0.00325043 0.209058 0.502866 2.49751 -0.0046162 0.440451 0.519102 -0.00585397 -0.595888 -0.0138478 -0.00527913 0.63138 -1.69461 0.221302 -0.00613112 0.837505 -0.465358 -0.00650841 -0.578921 0.0814893 -0.915093 -1.21391 -0.748471 0.0454219 0.77542 0.0109584 -0.25313 -3.53986 internal_weight=0 193 147 46 115 74 362965 2075 222 1853 183 45 1798 48 55 1750 235 1515 360890 4372 1831 58 2541 1773 1646 356518 347 237 356171 476 110 448 355695 159 200 355536 127 138 71 101 78 2440 110 2330 118 41 internal_count=363158 193 147 46 115 74 362965 2075 222 1853 183 45 1798 48 55 1750 235 1515 360890 4372 1831 58 2541 1773 1646 356518 347 237 356171 476 110 448 355695 159 200 355536 127 138 71 101 78 2440 110 2330 118 41 cat_boundaries=0 7 8 14 17 18 24 cat_threshold=0 134217792 80 0 16384 0 128 1081856 204834464 34304 528384 4456448 8410368 16640 1081344 0 320 1081344 8388608 134545412 1048577 1075838977 65536 128 is_linear=0 shrinkage=0.01 Tree=282 num_leaves=31 num_cat=5 split_feature=2 15 4 6 1 3 1 4 1 1 26 3 3 5 8 2 2 8 14 13 24 2 25 9 24 6 25 25 26 8 split_gain=1.91434e+07 6.11713e+07 1.33303e+08 2.2324e+07 1.85684e+07 1.09544e+07 6.43789e+06 5.20417e+06 1.00786e+07 9.78486e+06 9.27989e+06 5.98761e+06 5.85746e+06 1.05987e+07 9.40728e+06 3.8401e+06 4.67457e+06 3.8022e+06 3.34997e+06 9.79031e+06 2.67926e+06 2.58464e+06 3.58205e+06 2.73353e+06 2.49369e+06 1.21964e+06 1.33158e+06 1.09447e+06 388809 83214.2 threshold=2682.0900000000006 32.09170000000001 2693.9010000000007 104.02000000000002 733.85806350000018 1493.1141200000004 1098.6214000000002 2693.9010000000007 2781.5828000000006 2781.5828000000006 2022.5000000000002 373.20250000000004 1118.1025000000002 1908.1960000000001 522.29990000000009 1271.7445000000002 193.49000000000004 658.8995000000001 1061.9390000000003 724.06940000000009 0 385.09140000000008 1 1600.0905700000001 2 214.72600000000003 3 4 2022.5000000000002 14.450258500000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 1 2 9 9 2 2 left_child=7 2 3 4 28 -3 -5 8 12 15 11 -10 21 18 -15 16 29 -12 20 -20 -14 25 24 -24 -23 27 -27 -1 -2 -9 right_child=1 5 -4 6 -6 -7 -8 9 10 -11 17 -13 13 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.093601423915241025 2.0156374508401624 -1.8363775606155395 25.092057338873548 -0.55647449836730956 12.10847538948059 -11.955659942626953 -8.0670119632993433 -0.58277742220295803 3.3006026726384317 -8.4344501647949226 -1.588026311774003 10.216330453781854 1.6623675520390999 9.8489916563034061 1.3851917345770475 2.366916550227574 -5.4263963967103228 3.7139995066324873 8.0396223011883823 -0.8747931298187801 0.001522149859127662 -0.059733802677505131 -0.16199747530438269 3.4747782716296967 0.81204805837808003 -0.079403881282213554 0.29088348491572019 -0.0094522241178827734 0.10919644546508789 0.22172346830368042 leaf_weight=10614 23 20 30 25 24 23 21 36 31 20 38 21 113 24 29 28 26 21 22 28 472 447 1306 21 1276 1482 2804 344093 20 20 leaf_count=10614 23 20 30 25 24 23 21 36 31 20 38 21 113 24 29 28 26 21 22 28 472 447 1306 21 1276 1482 2804 344093 20 20 internal_value=0 3.20904 6.35377 1.37901 5.0619 -7.24902 -3.9852 7.97518e-05 0.000796476 -2.00036 3.01361 6.09349 -0.000125481 0.921699 5.21786 -0.830529 -1.92234 0.299135 0.563122 3.04755 0.350778 -0.00187725 0.287999 -0.103664 0.586841 -0.00434003 0.16334 -0.00636615 1.12892 -0.295456 internal_weight=0 186 143 113 67 43 46 362972 362842 130 111 52 362731 688 53 110 82 59 635 50 585 362043 3050 1327 1723 358993 4286 354707 43 56 internal_count=363158 186 143 113 67 43 46 362972 362842 130 111 52 362731 688 53 110 82 59 635 50 585 362043 3050 1327 1723 358993 4286 354707 43 56 cat_boundaries=0 1 7 8 15 21 cat_threshold=22 203784192 142902784 4368 1142161409 20480 16384 161 604766336 17105420 9437973 2155085857 549453824 0 196 1083179008 65540 0 4194816 8423553 2218795008 is_linear=0 shrinkage=0.01 Tree=283 num_leaves=45 num_cat=6 split_feature=2 16 3 26 5 1 0 25 0 1 23 16 1 7 14 5 11 12 2 25 0 6 12 1 3 25 7 3 7 2 11 25 12 25 12 14 26 25 1 7 3 1 1 7 split_gain=1.87625e+07 6.50233e+07 9.6485e+07 7.33202e+06 8.19359e+06 7.97815e+06 5.02746e+06 1.57183e+07 5.91666e+07 1.91426e+07 8.55068e+06 8.656e+06 6.1409e+06 7.14368e+06 5.04118e+06 3.764e+06 4.57066e+06 2.05905e+06 1.92497e+06 3.10745e+06 2.25459e+06 2.9185e+06 3.14226e+06 1.93778e+06 1.42338e+06 5.77253e+06 5.86772e+06 5.10508e+06 3.7351e+06 2.08743e+06 1.2667e+06 5.08446e+06 3.41435e+07 972030 929983 953204 922232 1.88763e+06 1.2672e+06 744946 734686 414244 787230 270743 threshold=2682.0900000000006 251.83300000000003 2725.8677800000005 2022.5000000000002 1016.9325000000002 585.22500000000014 591.40200000000016 0 2778.6210000000005 1892.2623000000001 1.4250000000000003 1927.9850000000004 2781.5828000000006 610.83000000000004 1061.9390000000003 384.24423250000001 195.48207000000005 124.32050000000002 385.09140000000008 1 21.738000000000003 1937.6795000000002 584.10300000000018 1256.4300000000001 698.94000000000005 2 18.650500000000005 815.10500000000013 1538.3385000000001 109.21295000000001 75.151416000000026 3 67.132500000000007 4 7.5635000000000012 208.66305000000003 2022.5000000000002 5 1892.2623000000001 548.03450000000009 428.36700000000008 678.28840000000002 424.16250000000008 74.808000000000007 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 left_child=6 2 3 4 5 -2 18 8 9 15 11 12 14 -14 -9 16 -8 -5 24 23 34 22 -22 41 30 26 27 -26 29 -27 36 32 -32 -33 35 -21 37 -1 -38 -17 -36 42 -20 -43 right_child=1 -3 -4 17 -6 -7 7 10 -10 -11 -12 -13 13 -15 -16 39 -18 -19 19 20 21 -23 -24 -25 25 28 -28 -29 -30 -31 31 33 -34 -35 40 -37 38 -39 -40 -41 -42 43 -44 -45 leaf_value=0.09461014130262145 2.0917745341425356 -9.7937508916854856 19.701670601995367 0.12581940561532975 -1.5120317241123744 10.727652747869493 0.33109405966492389 0.033854958517251198 19.057456545148579 10.659465255737304 6.6990518722534187 5.8620332891207481 -0.16190453564679183 -8.0471133823394787 2.5372548488846847 -0.94575106666201636 5.3204244717684661 -3.9643897284567355 -0.31164295731279473 0.18488076297595524 0.86222424999755976 4.2876899288011634 -1.018323833407188 -3.0572005817981869 5.3386168316432405 -0.13349706923059648 6.3926079350133094 -0.51969621265635779 -3.8923289607918781 1.1235438085491487 -0.14200609696031821 -0.086515667898956913 14.182999482154846 0.16088787669770774 -0.2231766729485499 1.9993586408297221 -0.025631542309182808 -0.0048355350633439969 1.8006943225860597 -3.6093426658993679 -1.8181701612472534 -1.8452465416834907 1.0099926738739013 -0.29765708446502687 leaf_weight=21723 23 32 38 32 21 20 111 1898 21 20 20 26 27 20 84 21 22 20 457 829 952 23 98 26 21 489 31 51 23 181 99 2256 20 5326 146 30 170936 156794 38 21 36 26 50 20 leaf_count=21723 23 32 38 32 21 20 111 1898 21 20 20 26 27 20 84 21 22 20 457 829 952 23 98 26 21 489 31 51 23 181 99 2256 20 5326 146 30 170936 156794 38 21 36 26 50 20 internal_value=0 3.17695 5.87216 1.34181 3.60799 6.10846 7.97014e-05 0.467048 2.97141 1.39145 0.191111 0.128703 0.0552353 -3.51731 0.139953 0.33225 1.1564 -1.44734 -0.00288642 0.263472 0.440145 0.763894 0.686706 -0.382577 -0.00489013 0.417506 2.5113 1.18898 0.0690723 0.206092 -0.00583143 0.12103 2.08993 0.0872567 0.110671 0.24825 -0.00862682 0.00727063 -0.0252256 -2.27755 -0.53867 -0.263745 -0.181304 -1.17238 internal_weight=0 186 154 116 64 43 362972 2291 216 195 2075 2055 2029 47 1982 175 133 52 360681 2693 2114 1073 1050 579 357988 796 103 72 693 670 357192 7701 119 7582 1041 859 349491 178517 170974 42 182 553 507 46 internal_count=363158 186 154 116 64 43 362972 2291 216 195 2075 2055 2029 47 1982 175 133 52 360681 2693 2114 1073 1050 579 357988 796 103 72 693 670 357192 7701 119 7582 1041 859 349491 178517 170974 42 182 553 507 46 cat_boundaries=0 5 11 18 23 30 37 cat_threshold=9437184 134217728 16 0 16384 2156921860 1208221728 1572929 4194336 12582912 2 1024 134217792 65 0 0 0 4 8388608 0 0 0 1024 1611190272 66310 344197637 3258056706 74304 128 128 3222306820 4 2483032641 1078092848 8423441 2214617104 2 is_linear=0 shrinkage=0.01 Tree=284 num_leaves=31 num_cat=2 split_feature=2 16 4 6 0 1 4 0 2 26 2 1 3 1 5 5 2 2 24 3 7 11 3 8 1 24 15 1 15 8 split_gain=1.83891e+07 6.37294e+07 1.08436e+08 2.03421e+07 1.9095e+07 6.68048e+06 5.13504e+06 1.4183e+07 1.02703e+07 1.64205e+07 1.1433e+07 9.55909e+06 5.5706e+06 1.49887e+07 1.25403e+07 1.42115e+07 3.73282e+06 4.61141e+06 3.57225e+06 2.88527e+06 2.47463e+06 2.20953e+06 2.01407e+06 1.98897e+06 1.89026e+06 1.23744e+06 1.16723e+06 1.53372e+06 216521 81483.7 threshold=2682.0900000000006 251.83300000000003 2693.9010000000007 104.02000000000002 1275.1415000000002 1098.6214000000002 2693.9010000000007 2778.6210000000005 27.046500000000005 2022.5000000000002 549.23035000000016 2781.5828000000006 571.90530000000001 1461.4925000000003 1908.1960000000001 288.75836000000004 1271.7445000000002 193.49000000000004 0 1493.1141200000004 313.37825000000004 172.59900000000002 57.754000000000012 1581.7937000000002 53.904000000000003 1 1947.7010000000002 1256.4300000000001 2869.3449000000005 14.450258500000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 left_child=6 2 3 4 24 -5 7 12 9 -9 -10 16 21 18 15 -15 17 29 20 -20 -14 26 25 -24 -2 -23 27 -1 -28 -8 right_child=1 -3 -4 5 -6 -7 11 8 10 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.0055570583784779913 3.8747506713867188 -9.6958135557174678 21.577820163053627 -0.16936299546011563 13.156701637268066 -7.3861271632235983 -0.57568679114182797 10.347716343528345 -4.6867320922851565 -0.35768592321354414 4.1161121357811821 -8.3464594573974615 -0.071251339501503738 7.3057135892525693 10.638875031904741 -0.11985292240193016 2.3216878264290948 -5.3875302621034473 0.31688477044106028 1.509498076028511 -1.8740554973566643 0.34108698038953711 0.4636951528261834 2.9463374721642697 -0.15044590268816266 -0.091095632696635731 2.0593971420156545 -0.68149652340582434 0.77534251928329467 0.22040485858917236 leaf_weight=356029 20 32 34 29 20 23 36 38 25 23 36 20 264 39 22 76 28 26 1203 244 107 1027 1459 33 28 1828 29 336 24 20 leaf_count=356029 20 32 34 29 20 23 36 38 25 23 36 20 264 39 22 76 28 26 1203 244 107 1027 1459 33 28 1828 29 336 24 20 internal_value=0 3.14518 5.81344 1.34687 4.9473 -3.36139 7.89495e-05 0.000790897 3.40982 6.31125 0.508389 -1.98703 -0.000355722 0.532002 3.72167 2.39838 -0.830774 -1.90722 0.291637 0.514434 -0.575681 -0.00324059 0.22085 0.518606 1.52672 0.0652446 -0.00597368 -0.00619437 1.47794 -0.291368 internal_weight=0 186 154 120 68 52 362972 362842 122 61 61 130 362720 1955 137 115 110 82 1818 1447 371 360765 4347 1492 48 2855 356418 356365 53 56 internal_count=363158 186 154 120 68 52 362972 362842 122 61 61 130 362720 1955 137 115 110 82 1818 1447 371 360765 4347 1492 48 2855 356418 356365 53 56 cat_boundaries=0 1 2 cat_threshold=137 2098 is_linear=0 shrinkage=0.01 Tree=285 num_leaves=44 num_cat=11 split_feature=2 4 7 10 7 4 1 6 0 24 4 2 25 11 0 2 0 6 13 25 24 1 11 6 0 0 13 0 10 0 25 7 1 4 2 24 25 25 25 10 25 25 0 split_gain=3.55526e+07 1.14417e+08 1.03454e+08 5.18438e+06 6.39947e+06 8.0534e+06 4.72426e+06 1.10158e+07 6.22723e+06 1.23408e+07 1.68361e+07 8.02939e+06 6.78677e+06 9.15979e+06 4.59092e+06 3.87698e+06 3.84925e+06 5.38013e+06 3.62899e+06 3.60914e+06 5.4691e+06 3.41782e+06 3.13425e+06 2.25227e+06 2.15145e+06 1.68275e+06 3.65124e+06 9.66928e+06 2.68422e+06 4.08679e+07 1.71998e+06 1.64336e+06 1.57466e+06 1.51721e+06 758476 614782 3.06311e+06 1.50181e+06 619496 1.77028e+06 576837 569778 380120 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 397.30250000000007 46.905000000000008 11.890000000000002 263.08925000000005 2976.3936000000008 887.79240000000016 0 29.837500000000002 76.301200000000023 1 1230.4050000000002 1117.6621800000003 967.39580000000012 1884.2950000000003 66.449500000000015 323.16225000000003 2 3 1461.4925000000003 871.08830000000023 898.38705000000004 2778.6210000000005 3.3935000000000004 1063.1169900000002 531.22050000000013 246.87250000000003 7.1635000000000009 4 327.23600000000005 1892.2623000000001 1888.1190000000004 174.08000000000001 5 6 7 8 1564.7167200000001 9 10 195.69400000000005 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 9 9 9 2 9 9 2 left_child=6 3 -3 4 5 42 16 8 19 10 11 -10 13 -11 -14 -9 25 24 -5 20 21 -8 -12 -22 -18 35 28 31 30 -30 -27 -28 33 -21 -34 36 37 -1 39 -37 -40 -38 -2 right_child=1 2 -4 18 -6 -7 7 15 9 12 22 -13 14 -15 -16 -17 17 -19 -20 32 23 -23 -24 -25 -26 26 27 -29 29 -31 -32 -33 34 -35 -36 38 41 -39 40 -41 -42 -43 -44 leaf_value=1.221387463758673 1.4468216812610626 3.5924003051757816 32.979685947584073 -0.35284769514332648 5.9972002429053894 -4.5292803989137926 0.81292295014980354 -1.8264553070068359 10.210010376884824 1.2478923736859675 -2.9068379899238543 3.500403294717112 1.4098437041877419 8.0375155473792042 -1.2772579529243917 -8.0529930191040044 -1.4054084416607331 1.8857914450674347 -6.1772040948867799 -0.0408257665150333 -0.10980455247849044 2.8691505329088232 2.4532587785720823 1.5414547805303938 -4.2210625491422764 0.11801953859213622 1.2901037647989062 7.2052230849632855 14.707730345726013 0.2725743591816322 -0.011744994909835868 -2.0473095199584961 -0.56657693614959725 2.3434309980604384 -2.4408611920005394 0.044740347239899024 0.058321304724142362 0.26379159517202883 0.0071714745195392204 2.8838020029934972 -0.028503659101060532 -0.042619888767941781 3.2042270278930665 leaf_weight=165 32 25 23 23 21 28 1141 20 42 146 24 31 93 23 201 20 58 33 20 2321 1149 87 20 89 51 16214 36 26 20 1013 27577 25 50 27 38 13072 8594 3192 57538 22 213504 15965 20 leaf_count=165 32 25 23 23 21 28 1141 20 42 146 24 31 93 23 201 20 58 33 20 2321 1149 87 20 89 51 16214 36 26 20 1013 27577 25 50 27 38 13072 8594 3192 57538 22 213504 15965 20 internal_value=0 4.30306 17.6738 -0.153857 1.0842 -0.205463 -0.00121456 0.289045 0.327197 1.30703 4.06798 7.36073 0.510448 2.05059 -0.413202 -4.93972 -0.00570291 -1.65181 -3.06185 0.211265 0.479881 0.950857 -0.47043 0.00883337 -2.72282 -0.00504809 0.0521834 2.09881 0.0482111 0.552055 0.0363257 -0.0776886 -0.0623735 -0.0134088 -1.37593 -0.0132849 0.0314885 0.314346 -0.0176843 0.0494726 -0.0209304 -0.00728789 2.12275 internal_weight=0 192 48 144 101 80 362627 5522 5482 580 117 73 463 169 294 40 357105 142 43 4902 2466 1228 44 1238 109 356963 44911 87 44824 1033 43791 61 2436 2348 88 312052 27916 3357 284136 13094 271042 24559 52 internal_count=362819 192 48 144 101 80 362627 5522 5482 580 117 73 463 169 294 40 357105 142 43 4902 2466 1228 44 1238 109 356963 44911 87 44824 1033 43791 61 2436 2348 88 312052 27916 3357 284136 13094 271042 24559 52 cat_boundaries=0 1 4 11 12 19 20 27 28 34 41 48 cat_threshold=20 32768 0 4096 134268064 1082392640 201331024 71631360 16640 0 128 828 136415744 134480896 1053520 38044193 4195969 18624 64 1 1081600 20 4369 1073807392 2048 4194304 2 1048576 2684354560 1409028 268437505 33957168 43124736 1082288324 67649540 1224738848 2155938468 2216706625 536876032 1298 132 211829252 1076364640 110625280 4196867 4206594 2415919104 64 is_linear=0 shrinkage=0.01 Tree=286 num_leaves=40 num_cat=4 split_feature=2 4 12 10 7 4 1 6 0 2 0 14 12 25 2 0 6 25 6 13 25 0 12 0 13 0 10 0 25 7 4 11 26 12 10 14 14 0 26 split_gain=3.48451e+07 1.1214e+08 1.05531e+08 5.08121e+06 6.27212e+06 7.89314e+06 4.63023e+06 1.07966e+07 6.10331e+06 7.28104e+06 1.73541e+07 6.16848e+06 4.47975e+06 3.95809e+06 3.79982e+06 3.77265e+06 5.27307e+06 3.55829e+06 4.04077e+06 3.55677e+06 2.15546e+06 2.10863e+06 2.10729e+06 1.64925e+06 3.57858e+06 9.47686e+06 2.6308e+06 4.00546e+07 1.68578e+06 1.61066e+06 1.23096e+06 1.1424e+06 810641 617294 808582 950108 663359 372556 31135.7 threshold=2682.0900000000006 2693.9010000000007 85.709000000000017 397.30250000000007 46.905000000000008 11.890000000000002 263.08925000000005 2976.3936000000008 887.79240000000016 36.046250000000008 1884.2950000000003 1929.7000000000003 10.541214000000002 0 967.39580000000012 1884.2950000000003 66.449500000000015 1 1937.6795000000002 323.16225000000003 2 2778.6210000000005 911.29109000000005 3.3935000000000004 1063.1169900000002 531.22050000000013 246.87250000000003 7.1635000000000009 3 327.23600000000005 1292.0010000000002 494.63774999999993 2022.5000000000002 3113.0710000000004 1935.1350000000002 45.162000000000013 784.87910000000022 195.69400000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 5 37 15 8 17 10 12 13 -10 -11 -9 23 21 18 20 -5 -8 38 30 33 26 29 28 -28 -25 -26 -19 -24 -23 34 36 -36 -1 -2 -17 right_child=1 2 -4 19 -6 -7 7 14 9 11 -12 -13 -14 -15 -16 16 -18 22 -20 -21 -22 32 31 24 25 -27 27 -29 -30 -31 -32 -33 -34 -35 35 -37 -38 -39 -40 leaf_value=-0.013647638487435195 1.4323534980416299 4.9655318995884485 35.041224327087406 -0.34931915956994763 5.9372280847458612 -4.4839875654663359 1.7373004153517426 -1.8081909198760986 2.9067646506627405 1.5200494002374476 10.937061908864976 5.9249587145718658 -2.2051698303222658 -0.34126965567810841 -7.9724630355834964 -1.189690474018906 1.8669334717952846 -0.055483619131853436 4.3963976779350871 -6.1154319429397583 0.36252785619693501 -5.2769508164504479 -0.45255014343261724 0.11684007000327062 1.2772026705741883 7.133170632582444 14.560653371214867 0.26984861624793971 -0.011627587754429767 -2.026836445617676 1.5003801818994376 -3.3695568584573681 -2.7313578666340219 -1.424206003373669 2.0711506520784817 -0.56712423415411084 0.50167392747402195 3.1721849098205563 -1.6575506964683533 leaf_weight=311711 32 28 20 23 21 28 112 20 60 197 25 22 24 252 20 33 33 2302 26 20 2356 29 25 16214 36 26 20 1013 27577 25 52 29 22 31 39 21 250 20 25 leaf_count=311711 32 28 20 23 21 28 112 20 60 197 25 22 24 252 20 33 33 2302 26 20 2356 29 25 16214 36 26 20 1013 27577 25 52 29 22 31 39 21 250 20 25 internal_value=0 4.26003 17.4971 -0.152318 1.07336 -0.203408 -0.00120197 0.286155 0.323925 1.29396 3.62301 0.754961 1.44621 0.501643 -4.89033 -0.00564544 -1.63529 0.209152 0.472843 -3.03123 0.433424 -2.6956 -0.065647 -0.00499716 0.0516618 2.07783 0.0477292 0.546534 0.0359627 -0.0769117 -0.0211145 -2.01909 -4.17885 -0.0131516 -0.0130114 1.14775 -0.0132347 2.10152 -1.39135 internal_weight=0 192 48 144 101 80 362627 5522 5482 580 109 471 84 449 40 357105 142 4902 2494 43 2468 109 2408 356963 44911 87 44824 1033 43791 61 2354 54 51 312052 312021 60 311961 52 58 internal_count=362819 192 48 144 101 80 362627 5522 5482 580 109 471 84 449 40 357105 142 4902 2494 43 2468 109 2408 356963 44911 87 44824 1033 43791 61 2354 54 51 312052 312021 60 311961 52 58 cat_boundaries=0 4 11 14 21 cat_threshold=32768 0 4096 1073741824 201376928 1082392640 201331024 71631360 16640 0 128 16512 0 67108928 136415744 134480896 1053520 38044193 4195969 18624 64 is_linear=0 shrinkage=0.01 Tree=287 num_leaves=45 num_cat=7 split_feature=2 4 12 3 1 24 25 0 9 1 1 3 7 1 1 3 0 8 3 26 5 0 25 1 9 22 8 17 8 0 13 0 25 0 7 0 0 4 1 12 24 25 25 26 split_gain=3.41516e+07 1.09909e+08 1.0343e+08 5.52553e+06 4.53996e+06 6.11383e+06 1.29164e+07 8.2311e+07 6.26402e+06 5.93619e+06 5.64975e+06 9.79989e+06 5.83307e+06 5.47556e+06 4.82931e+06 4.80456e+06 3.69758e+06 5.19275e+06 2.61189e+06 2.4355e+06 2.27204e+06 2.54822e+06 2.27185e+06 2.15376e+06 2.01202e+06 2.00334e+06 1.84828e+06 1.79503e+06 4.85254e+06 1.61644e+06 3.50736e+06 9.28827e+06 2.38555e+06 4.90816e+06 1.5786e+06 1.55684e+06 1.48796e+06 867530 1.9837e+06 605010 597309 3.00422e+06 604338 26881.1 threshold=2682.0900000000006 2693.9010000000007 85.709000000000017 1890.7105500000002 263.08925000000005 0 1 992.19979999999998 1329.0550000000001 1892.2623000000001 2781.5828000000006 1493.1141200000004 1941.9625000000003 1461.4925000000003 860.12500000000011 571.90530000000001 1884.2950000000003 301.38810000000007 1118.1025000000002 2022.5000000000002 47.137000000000008 2778.6210000000005 2 678.28840000000002 38.733000000000011 682.97227750000013 9.3820000000000032 44.167500000000011 137.48400000000001 3.3935000000000004 1063.1169900000002 531.22050000000013 3 1275.1415000000002 327.23600000000005 992.19979999999998 992.19979999999998 93.591000000000008 19.637625000000003 3113.0710000000004 4 5 6 2022.5000000000002 decision_type=2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 9 9 2 left_child=4 3 -3 27 16 6 7 13 9 15 12 19 22 24 -10 -8 29 20 -11 -12 21 43 36 -14 -6 -24 -21 28 37 39 32 34 33 -31 -32 -34 -7 38 -2 40 41 -1 -42 -18 right_child=1 2 -4 -5 5 10 8 -9 14 18 11 -13 23 -15 -16 -17 17 -19 -20 26 -22 -23 25 -25 -26 -27 -28 -29 -30 30 31 -33 35 -35 -36 -37 -38 -39 -40 -41 42 -43 -44 -45 leaf_value=0.31137668296276533 2.9592803003390631 4.9158767972673694 34.69081072998047 -4.3239078936210049 -0.27847393450411884 -0.52600354907604363 0.26534400967413063 20.59612906932831 0.88090246772766112 -1.2049954915727887 -2.8125709273598409 -7.1022996075948086 0.62906324005126957 5.3602119247118631 7.8302277164459229 1.8009814956385222 -1.3345545241038006 3.1040778970718383 -5.2260430127098445 -0.8197820081710816 0.68866319656372077 -4.7073113181743222 0.11103377359660194 4.7021142735352388 2.6728011448042737 2.8986720275878906 3.4793806610107425 3.4194712345940723 -3.2301232139817597 0.15953728583148569 1.2644307462374369 7.0618390714205228 0.01193586590101333 2.6614063654066644 -2.0065680557250976 -0.83584239961904117 -2.8231299049623551 3.4052875194549563 -1.1065291539827984 -1.4099639163478728 0.065525109563810371 -0.0071514526146167811 -0.019788402392576496 -1.778545548248291 leaf_weight=3357 24 28 20 26 132 312 1381 24 20 70 22 30 20 24 20 239 30 20 21 20 20 47 3045 37 28 26 20 21 29 10559 36 26 33968 79 25 218 31 20 24 31 8552 24558 275554 25 leaf_count=3357 24 28 20 26 132 312 1381 24 20 70 22 30 20 24 20 239 30 20 21 20 20 47 3045 37 28 26 20 21 29 10559 36 26 33968 79 25 218 31 20 24 31 8552 24558 275554 25 internal_value=0 4.21743 17.3221 -0.150795 -0.00118902 0.283352 0.730337 3.03226 0.441227 0.352296 0.0354434 -2.41036 0.100372 0.906114 4.35557 0.491898 -0.00558895 -1.61894 -2.13293 -0.140074 -2.3932 -2.99749 0.0474028 3.27297 0.237999 0.134198 1.3298 0.768704 0.194827 -0.00494716 0.0511454 2.05705 0.0472521 0.177949 -0.0761425 0.00652778 -0.712833 1.65547 0.926376 -0.0130201 -0.0128813 0.0312519 -0.0172181 -1.53637 internal_weight=0 192 48 144 362627 5522 1959 208 1751 1711 3563 92 3471 184 40 1620 357105 142 91 62 122 102 3414 57 160 3071 40 118 97 356963 44911 87 44824 10638 61 34186 343 68 48 312052 312021 27915 284106 55 internal_count=362819 192 48 144 362627 5522 1959 208 1751 1711 3563 92 3471 184 40 1620 357105 142 91 62 122 102 3414 57 160 3071 40 118 97 356963 44911 87 44824 10638 61 34186 343 68 48 312052 312021 27915 284106 55 cat_boundaries=0 1 8 14 20 21 28 34 cat_threshold=308 9437184 0 80 0 0 0 128 8651264 134217732 16 65568 536870912 16386 144738816 134479872 1048912 37781536 1665 18624 1 1081600 20 4369 1073807392 2048 4194304 2 2684354560 1146884 268435456 33554736 43124736 1082288324 is_linear=0 shrinkage=0.01 Tree=288 num_leaves=38 num_cat=9 split_feature=2 4 26 3 6 1 1 0 24 3 3 25 11 0 0 18 25 24 25 4 26 9 2 0 13 0 25 3 1 3 8 26 0 24 25 25 1 split_gain=3.3472e+07 1.07722e+08 5.3721e+07 5.41557e+06 4.49722e+06 9.03194e+06 5.64638e+06 5.90051e+06 1.18717e+07 2.37774e+07 8.81721e+06 6.59382e+06 8.89697e+06 4.52308e+06 4.15725e+06 3.9478e+06 3.48751e+06 4.1836e+06 5.21427e+06 4.5613e+06 3.1007e+06 3.01764e+06 1.61025e+06 1.49291e+06 3.14015e+06 8.67476e+06 2.29839e+06 1.21528e+06 1.22866e+06 929013 833991 831300 726757 585313 2.94592e+06 596135 4953.75 threshold=2682.0900000000006 2693.9010000000007 2022.5000000000002 1890.7105500000002 2976.3936000000008 1256.4300000000001 263.08925000000005 887.79240000000016 0 40.492500000000014 392.12500000000006 1 1230.4050000000002 1117.6621800000003 2778.6210000000005 23.355811500000005 2 3 4 1888.1190000000004 2022.5000000000002 135.22032050000004 323.96475000000004 3.3935000000000004 1063.1169900000002 531.22050000000013 5 888.08100000000013 678.28840000000002 571.90530000000001 190.47000000000003 2022.5000000000002 65.403650000000013 6 7 8 962.58510000000012 decision_type=2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 9 1 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 9 9 2 left_child=4 3 -3 15 6 22 14 16 9 36 -11 12 -10 -13 23 21 17 19 -19 -8 -16 31 30 33 26 -26 -25 29 -29 -18 -6 32 -2 34 -1 -35 -9 right_child=1 2 -4 -5 5 -7 7 8 11 10 -12 13 -14 -15 20 -17 27 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 -32 -33 -34 35 -36 -37 -38 leaf_value=0.30827216101548671 3.255958459854126 6.569717102050781 27.728039347330729 -4.2806688290375927 -0.33758798878768398 -7.8033010794899678 -0.13566737325269668 10.12352283296131 1.2171154148937904 -4.4237908340584147 3.1283201661476721 1.390074402260524 7.9086245528511379 -1.2770981070829268 -4.6825236638387047 4.692105018979027 -0.15080235398051764 2.6410987766339229 0.5490649945490419 4.3593981925300929 -0.34753712220625443 -2.8588534518650603 1.9460994110107421 0.17328019149766807 -0.075381127107338824 6.9188999267578133 0.0051915155943690174 -0.37263514096396305 -3.3103031333287554 1.1707885469523343 -2.9919778442382814 -0.46945355011771123 0.69845746307373047 0.048718446408007925 -0.0071498940001660065 -0.020289402615075249 10.338246774673463 leaf_weight=3357 20 24 24 26 29 22 1220 21 146 22 52 93 23 201 33 21 1616 120 1809 23 33 28 20 10663 61 25 34222 35 24 55 20 24 25 13116 24558 270986 22 leaf_count=3357 20 24 24 26 29 22 1220 21 146 22 52 93 23 201 33 21 1616 120 1809 23 33 28 20 10663 61 25 34222 35 24 55 20 24 25 13116 24558 270986 22 internal_value=0 4.17525 17.1489 -0.149287 -0.00117703 -2.22396 -0.000619094 0.317879 1.27166 3.97941 0.883098 0.490861 2.00892 -0.419144 -0.00550913 0.761017 0.205029 0.401271 0.692157 -0.0520735 -2.51503 -0.0900431 -0.445038 -0.00504517 0.0488206 1.95784 0.0451629 -0.156203 -1.56762 -0.107303 -1.42101 1.03353 1.83512 -0.0128088 0.0308789 -0.0171019 10.2334 internal_weight=0 192 48 144 362627 91 362536 5482 580 117 74 463 169 294 357054 118 4902 3172 1929 1243 66 97 69 356988 44971 86 44885 1730 59 1671 49 69 45 312017 27915 284102 43 internal_count=362819 192 48 144 362627 91 362536 5482 580 117 74 463 169 294 357054 118 4902 3172 1929 1243 66 97 69 356988 44971 86 44885 1730 59 1671 49 69 45 312017 27915 284102 43 cat_boundaries=0 1 4 11 12 17 23 24 31 37 cat_threshold=20 32768 0 4096 202426016 1082425408 201331024 71631360 4215040 0 132 3203 0 0 201326672 0 16384 144738816 134479872 1048912 37781536 1665 18624 1 1081600 20 4369 1073807392 2048 4194304 2 2684354560 1409028 268437505 33956144 43124736 1082288340 is_linear=0 shrinkage=0.01 Tree=289 num_leaves=40 num_cat=3 split_feature=2 4 7 3 3 4 1 25 14 7 1 14 18 8 4 5 2 25 3 1 3 14 7 26 1 5 4 18 11 1 25 11 7 14 8 2 1 8 1 split_gain=3.28059e+07 1.05578e+08 1.00025e+08 5.3078e+06 4.42838e+06 6.89398e+06 7.2817e+06 5.86589e+06 9.6456e+06 4.39001e+06 6.43202e+06 6.41341e+06 3.86924e+06 2.73185e+06 2.4788e+06 2.35328e+06 2.13978e+06 4.79419e+06 2.08178e+06 1.93748e+06 2.90493e+06 1.90642e+06 1.8906e+06 1.57623e+06 1.2375e+06 1.11822e+06 4.08053e+06 3.66679e+06 1.98365e+06 889996 4.69326e+06 3.2969e+07 1.0764e+06 893500 1.9197e+06 591305 839889 569272 26542.5 threshold=2682.0900000000006 2693.9010000000007 2822.9627650000007 1890.7105500000002 205.56000000000003 2693.9010000000007 1892.2623000000001 0 1929.7000000000003 610.83000000000004 1892.2623000000001 7.7340000000000009 23.355811500000005 137.48400000000001 1522.8167500000002 1312.9050000000002 673.68310000000008 1 815.10500000000013 1892.2623000000001 86.955000000000013 628.97726050000017 6.0470000000000015 2022.5000000000002 962.58510000000012 584.10300000000018 1522.8167500000002 833.30100000000004 608.42750000000012 10.824500000000002 2 51.382100000000001 1131.6606400000003 429.20700000000005 208.10591000000002 4.7879500000000013 2781.5828000000006 1581.7937000000002 555.56875000000014 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=4 3 -3 12 19 7 15 8 9 10 -6 -11 13 23 16 -7 21 -18 -16 25 22 -9 35 38 -20 29 27 28 -27 33 31 -31 -32 37 -35 36 -21 -1 -2 right_child=1 2 -4 -5 5 6 -8 14 -10 11 -12 -13 -14 -15 18 -17 17 -19 24 20 -22 -23 -24 -25 -26 26 -28 -29 -30 30 32 -33 -34 34 -36 -37 -38 -39 -40 leaf_value=-0.013336984026342336 1.9705378449481468 3.1312863922119143 32.027501811151922 -4.2378619208702677 0.36435699678824635 -2.0952481600443522 -6.5557210586865748 0.026930293742338841 6.5822278750384298 2.7844483883510085 4.8092269920580319 0.12100703352799444 4.6451839001973472 -2.4809408417344092 0.79780817413330085 2.3331451492309574 2.3985836007772399 -0.23765181248932216 -1.6281661084982064 0.50863195859468902 4.5872493943713959 -1.5554031153214283 -1.955221736431122 -1.0887302616001531 -4.9368104010522362 0.2202071194237285 3.7887865965294116 4.1544806476261309 -1.8891347840491761 0.42705241201634991 0.032900658449207129 13.709102805614471 -1.2358922072310947 0.14733678141626508 1.7835420533835171 -0.3262320445832752 2.5585276917713444 0.79107403852722868 2.4686485576629638 leaf_weight=321012 23 25 23 26 2419 30 30 3196 27 203 33 163 21 32 20 20 111 163 26 39 21 78 24 22 20 867 33 23 47 285 32890 20 67 527 83 21 41 88 20 leaf_count=321012 23 25 23 26 2419 30 30 3196 27 203 33 163 21 32 20 20 111 163 26 39 21 78 24 22 20 867 33 23 47 285 32890 20 67 527 83 21 41 88 20 internal_value=0 4.1335 16.9774 -0.147794 -0.00116424 0.256714 -2.66083 0.292851 0.631444 0.576668 0.424178 1.59827 0.753407 -0.0891426 0.0244896 -0.323891 0.060277 0.909178 -1.89564 -0.00589978 1.14584 -0.0107673 0.567681 1.08836 -3.06671 -0.0063722 0.332694 0.210975 0.11174 -0.00729874 0.0419455 1.2568 0.0303121 -0.0123902 0.369968 1.16718 1.5592 -0.0131165 2.20222 internal_weight=0 192 48 144 362627 6539 80 6459 2845 2818 2452 366 118 97 3614 50 3548 274 66 356088 146 3274 125 65 46 355942 970 937 914 354972 33262 305 32957 321710 610 101 80 321100 43 internal_count=362819 192 48 144 362627 6539 80 6459 2845 2818 2452 366 118 97 3614 50 3548 274 66 356088 146 3274 125 65 46 355942 970 937 914 354972 33262 305 32957 321710 610 101 80 321100 43 cat_boundaries=0 6 13 14 cat_threshold=2147360 142607424 201855313 512 8471552 128 135266304 0 0 1073741824 0 0 128 8388608 is_linear=0 shrinkage=0.01 Tree=290 num_leaves=39 num_cat=5 split_feature=4 10 7 8 3 0 0 3 1 25 0 15 2 6 1 5 0 6 0 11 6 10 25 12 3 3 25 8 25 6 5 25 1 1 10 5 12 11 split_gain=1.02442e+07 4.22542e+07 1.36803e+08 1.3948e+07 2.65242e+07 1.12991e+07 4.8487e+06 1.32354e+07 3.81009e+07 1.21528e+07 8.43493e+07 1.27082e+07 8.73634e+06 1.6711e+07 6.08789e+06 5.98294e+06 4.6175e+06 4.35286e+06 4.00092e+06 1.30343e+06 2.72393e+06 1.35459e+06 1.05361e+07 4.11607e+07 2.1758e+06 1.82697e+06 1.78632e+06 874532 1.51053e+06 2.4355e+06 1.15294e+06 773904 2.46556e+06 978410 285889 412388 404474 27756.1 threshold=2693.9010000000007 16.215000000000003 149.17670000000001 1973.6620000000003 1282.3492500000004 185.31647500000003 174.79296150000002 2725.8677800000005 1892.2623000000001 0 2778.6210000000005 1947.7010000000002 873.09500000000014 30.609000000000002 2781.5828000000006 842.25950000000023 1275.1415000000002 1937.6795000000002 887.79240000000016 1413.4285000000002 698.40204000000006 123.51250000000002 1 66.240500000000011 1890.7105500000002 73.265300000000011 2 221.71550000000002 3 747.89455000000009 1016.9325000000002 4 1892.2623000000001 2781.5828000000006 133.92050000000003 29.384150000000005 13.805400000000002 1670.1750000000002 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 9 2 2 9 2 2 2 2 2 2 left_child=6 2 5 4 -3 -2 19 9 15 10 12 14 16 -14 17 -9 -8 -11 -16 21 34 27 23 25 26 -23 -24 31 29 -29 -30 32 -1 -33 36 -36 37 -21 right_child=1 3 -4 -5 -6 -7 7 8 -10 11 -12 -13 13 -15 18 -17 -18 -19 -20 20 -22 22 24 -25 -26 -27 -28 28 30 -31 -32 33 -34 -35 35 -37 -38 -39 leaf_value=0.080700855426333415 3.3921868542145042 -0.13007800292968749 24.656040668487549 1.9605018916882966 -14.997321446895599 -5.0485037509373258 0.74091946075856685 4.7659182529015975 -15.329650016058059 0.1601708797422034 22.00123094558716 6.6789003003438312 11.620007142566498 -0.48039756164550784 0.092733253196433746 -2.7911878519058231 -3.5654500690212956 2.5340383108647972 -4.9149578187404535 -0.15876938476562502 -3.8487774953475369 -0.19364611945240884 0.92915553442327492 16.329596538305282 3.0278991607666019 3.2127811082601547 0.028482646945928274 0.38083222851170923 -0.010448564798933477 3.4213661977979872 -2.0996011154739946 -0.010451018246554785 3.3596743144159733 -1.7591136613488199 -1.7200423059463501 0.038625899950663248 0.98476897750582015 -0.56968233744303387 leaf_weight=7741 29 30 30 38 20 35 320 22 21 7963 20 30 21 25 27 20 27 78 39 25 26 74 221 20 25 20 4758 1085 1221 27 27 338753 23 32 30 24 28 48 leaf_count=7741 29 30 30 38 20 35 320 22 21 7963 20 30 21 25 27 20 27 78 39 25 26 74 221 20 25 20 4758 1085 1221 27 27 338753 23 32 30 24 28 48 internal_value=0 2.37367 7.03571 -2.60625 -6.07698 -1.22382 0.00058962 0.235023 -4.33169 0.268672 1.92166 0.182188 0.948695 5.0437 0.158371 1.1673 0.405842 0.183198 -2.86636 -0.0051109 -0.853497 -0.00467716 0.15683 3.03643 0.0849896 0.531126 0.0703836 -0.00704623 0.184802 0.450606 -0.0552042 -0.00835272 0.0902982 -0.0106159 -0.351063 -0.938412 -0.0370342 -0.428959 internal_weight=0 182 94 88 50 64 362821 8613 63 8550 413 8137 393 46 8107 42 347 8041 66 354208 181 354027 5118 114 5004 94 4979 348909 2360 1112 1248 346549 7764 338785 155 54 101 73 internal_count=363003 182 94 88 50 64 362821 8613 63 8550 413 8137 393 46 8107 42 347 8041 66 354208 181 354027 5118 114 5004 94 4979 348909 2360 1112 1248 346549 7764 338785 155 54 101 73 cat_boundaries=0 3 4 9 16 23 cat_threshold=9437184 0 16 10485760 67108864 262144 524288 1310720 1024 738525700 1207993408 135266576 3289382912 8388608 0 132 3221225472 65540 65 4194336 8391296 2487246848 2 is_linear=0 shrinkage=0.01 Tree=291 num_leaves=40 num_cat=5 split_feature=4 10 2 8 3 1 6 0 3 1 25 0 15 2 6 1 5 0 6 0 11 9 10 25 12 3 3 25 8 25 6 5 25 1 1 10 12 1 11 split_gain=1.00403e+07 4.14133e+07 1.25238e+08 1.36704e+07 2.59964e+07 6.36141e+06 5.69794e+06 4.7522e+06 1.2972e+07 3.73427e+07 1.1911e+07 8.26707e+07 1.24553e+07 8.56249e+06 1.63784e+07 5.96674e+06 5.86388e+06 4.52561e+06 4.26623e+06 3.9213e+06 1.27749e+06 3.34005e+06 1.32794e+06 1.03263e+07 4.03416e+07 2.13247e+06 1.79062e+06 1.75235e+06 857128 1.47179e+06 2.69111e+06 1.13563e+06 758503 2.41649e+06 958940 440196 475441 239536 18383.1 threshold=2693.9010000000007 16.215000000000003 2682.0900000000006 1973.6620000000003 1282.3492500000004 1461.4925000000003 11.849250000000001 174.79296150000002 2725.8677800000005 1892.2623000000001 0 2778.6210000000005 1947.7010000000002 873.09500000000014 30.609000000000002 2781.5828000000006 842.25950000000023 1275.1415000000002 1937.6795000000002 887.79240000000016 1413.4285000000002 1600.0905700000001 123.51250000000002 1 66.240500000000011 1890.7105500000002 73.265300000000011 2 221.71550000000002 3 747.89455000000009 1016.9325000000002 4 1892.2623000000001 2781.5828000000006 141.33905000000004 13.805400000000002 52.807500000000005 1670.1750000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 9 2 2 9 2 2 2 2 2 2 left_child=7 2 5 4 -3 6 -2 20 10 16 11 13 15 17 -15 18 -10 -9 -12 -17 22 35 28 24 26 27 -24 -25 32 30 -30 -31 33 -1 -34 36 38 -37 -22 right_child=1 3 -4 -5 -6 -7 -8 8 9 -11 12 -13 -14 14 -16 19 -18 -19 -20 -21 21 -23 23 25 -26 -27 -28 -29 29 31 -32 -33 34 -35 -36 37 -38 -39 -40 leaf_value=0.079893845412333978 -0.66432159560067316 -0.12877724329630533 26.678156967163087 1.9408966727005807 -14.84734774017334 -4.2461566335504708 6.3242064294815066 0.73351026851683854 4.7182590260288935 -15.176353716169086 0.15856917108339283 21.781218704223633 6.612111415863037 11.503806997026716 -0.47559354248046876 0.0918059398509838 -2.7632760019302367 -3.52979557244866 2.5086979367182809 -4.8658082900903166 -0.15718169174194338 -4.4053866212264357 -0.19170965727922076 0.92026622353565135 16.166301310144366 2.997620199584961 3.1806532444208857 0.028198417324472015 0.37860079908752264 -0.0056270786475943755 3.6978801605224612 -2.0786050951922381 -0.010346508028374326 3.3260777531499448 -1.7415225210785865 -0.55155571513705781 1.1221068496704103 -1.9164934568405152 -0.49280819730555758 leaf_weight=7741 28 30 24 38 20 22 20 320 22 21 7963 20 30 21 25 27 20 27 78 39 25 23 74 221 20 25 20 4758 1063 1245 25 27 338753 23 32 36 30 20 47 leaf_count=7741 28 30 24 38 20 22 20 320 22 21 7963 20 30 21 25 27 20 27 78 39 25 23 74 221 20 25 20 4758 1063 1245 25 27 338753 23 32 36 30 20 47 internal_value=0 2.34993 6.96536 -2.58018 -6.01621 0.206681 2.24757 0.000583988 0.232672 -4.28837 0.265985 1.90244 0.180366 0.939208 4.99326 0.156788 1.15562 0.401783 0.181366 -2.83769 -0.00505952 -0.844962 -0.00463011 0.15528 3.00607 0.0841588 0.525814 0.069699 -0.00697577 0.182954 0.450728 -0.0492418 -0.0082692 0.0893952 -0.0105097 -0.326672 0.0644282 -1.03903 -0.376271 internal_weight=0 182 94 88 50 70 48 362821 8613 63 8550 413 8137 393 46 8107 42 347 8041 66 354208 181 354027 5118 114 5004 94 4979 348909 2360 1088 1272 346549 7764 338785 158 102 56 72 internal_count=363003 182 94 88 50 70 48 362821 8613 63 8550 413 8137 393 46 8107 42 347 8041 66 354208 181 354027 5118 114 5004 94 4979 348909 2360 1088 1272 346549 7764 338785 158 102 56 72 cat_boundaries=0 3 4 9 16 23 cat_threshold=9437184 0 16 10485760 67108864 262144 524288 1310720 1024 738525700 134251584 135266576 3289382912 8388608 0 132 3221225472 65540 65 4194336 8391296 2487246848 2 is_linear=0 shrinkage=0.01 Tree=292 num_leaves=44 num_cat=3 split_feature=4 10 7 8 2 0 0 24 0 0 1 6 2 0 8 14 6 23 7 1 4 0 11 9 10 24 9 15 12 0 1 1 8 17 6 7 5 4 24 10 12 1 11 split_gain=9.84052e+06 4.05892e+07 1.33574e+08 1.33983e+07 2.27338e+07 1.12542e+07 4.65762e+06 6.574e+06 1.6464e+07 9.62374e+06 1.62462e+07 1.03834e+07 9.02484e+06 6.20269e+06 3.65715e+06 1.15551e+07 3.44553e+06 2.76959e+06 2.21062e+06 3.76751e+06 1.89044e+06 1.84398e+06 1.25207e+06 3.27358e+06 1.30181e+06 2.21383e+06 1.04421e+07 2.81983e+07 1.45434e+06 4.72474e+06 1.28234e+06 1.23355e+06 840072 1.17969e+06 1.06692e+06 604336 3.86479e+06 564885 477132 431436 465980 234769 18017.2 threshold=2693.9010000000007 16.215000000000003 149.17670000000001 1973.6620000000003 1468.575 312.01600000000002 174.79296150000002 0 2778.6210000000005 2778.6210000000005 1892.2623000000001 37.218000000000011 2682.0900000000006 1117.6621800000003 1017.6571000000002 1929.7000000000003 1136.6981000000003 8.5912500000000005 1.8921100000000004 555.56875000000014 480.67500000000001 992.19979999999998 1413.4285000000002 1600.0905700000001 123.51250000000002 1 395.07800000000003 44.275000000000006 1132.9885000000002 13.740500000000003 314.66480000000007 13.870700000000001 221.71550000000002 860.52100000000007 1529.30718 659.5150000000001 317.87750000000005 785.57750000000021 2 141.33905000000004 13.805400000000002 52.807500000000005 1670.1750000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=6 2 5 4 -3 -2 22 8 16 12 11 -11 14 -14 17 -16 18 -9 19 -8 -18 -20 24 39 32 26 30 -28 37 -30 -26 -10 35 34 -34 38 -37 -27 -1 40 42 -41 -24 right_child=1 3 -4 -5 -6 -7 7 9 31 10 -12 -13 13 -15 15 -17 20 -19 21 -21 -22 -23 23 -25 25 28 27 -29 29 -31 -32 -33 33 -35 -36 36 -38 -39 -40 41 -42 -43 -44 leaf_value=-0.025330301219482158 3.060800409778472 -0.4504387957255046 24.306841359774271 1.921487910120111 -14.214450580596925 -5.3301226118839145 0.5540971389135233 0.018423699886707702 8.061864205996196 -4.6258641526637936 -11.079751853942872 2.6712747676555928 0.33528663118680319 7.1067889958043251 0.63276447755640208 8.5717776718139653 1.2421660327911377 2.6584671275615692 0.17641725515899359 2.2568549462159475 5.2112511062622069 -1.7198725037930305 -0.1556098747253418 -4.361332778930664 0.17053513027235942 0.084356190967574976 14.336052249133587 -0.99320569554964711 -0.73741796156939343 5.0576382444302244 2.6513171143965288 4.8879105895996098 0.14062907260638707 2.5994815502166753 2.460239995956421 0.0300152778312603 3.0410011347134907 -0.64423013586516775 -0.00038635019509230157 -0.54604017893473311 1.1108858108520507 -1.8973284769058227 -0.48788011490030492 leaf_weight=114675 31 30 30 38 20 33 1331 6040 24 39 20 39 24 31 220 20 24 40 511 144 24 57 25 23 394 4485 20 30 34 24 22 25 2320 20 20 381 48 109 231445 36 30 20 47 leaf_count=114675 31 30 30 38 20 33 1331 6040 24 39 20 39 24 31 220 20 24 40 511 144 24 57 25 23 394 4485 20 30 34 24 22 25 2320 20 20 381 48 109 231445 36 30 20 47 internal_value=0 2.32643 6.8957 -2.55438 -5.95604 -1.26577 0.00057841 0.230346 0.709382 0.0707689 -3.03902 -0.977295 0.118685 4.15195 0.0835857 1.29435 0.578426 0.0357924 0.516205 0.720332 3.22671 -0.0138794 -0.00500866 -0.836512 -0.00458354 0.153746 0.803455 5.1385 0.0867498 1.66054 0.30173 6.4425 -0.00690601 0.181125 0.160455 -0.0081865 0.366909 0.0670693 -0.00865142 -0.323405 0.0637839 -1.02864 -0.372509 internal_weight=0 182 94 88 50 64 362821 8613 2140 6473 98 78 6375 55 6320 240 2091 6080 2043 1475 48 568 354208 181 354027 5118 466 50 4652 58 416 49 348909 2360 2340 346549 429 4594 346120 158 102 56 72 internal_count=363003 182 94 88 50 64 362821 8613 2140 6473 98 78 6375 55 6320 240 2091 6080 2043 1475 48 568 354208 181 354027 5118 466 50 4652 58 416 49 348909 2360 2340 346549 429 4594 346120 158 102 56 72 cat_boundaries=0 1 2 3 cat_threshold=22 16 2696 is_linear=0 shrinkage=0.01 Tree=293 num_leaves=37 num_cat=2 split_feature=4 2 12 1 1 3 1 0 24 26 0 0 2 0 8 6 20 4 3 1 2 13 1 3 24 0 2 8 3 11 0 1 0 11 26 0 split_gain=9.64469e+06 3.71911e+07 1.01901e+08 8.55895e+06 8.4569e+06 4.606e+06 4.71988e+07 8.75257e+06 1.0822e+07 2.03987e+07 1.66059e+07 1.38124e+07 8.38763e+06 7.80523e+06 1.75936e+07 4.81435e+06 4.60554e+06 3.75664e+06 2.84756e+06 4.0095e+06 2.79563e+06 2.56495e+06 2.40665e+06 2.33545e+06 2.06997e+06 2.87678e+06 1.73532e+06 1.2852e+06 1.12211e+06 2.53623e+06 866400 729422 731202 608188 430206 83735.3 threshold=2693.9010000000007 2682.0900000000006 85.709000000000017 1892.2623000000001 631.04475000000014 2725.8677800000005 1892.2623000000001 1117.6621800000003 0 2022.5000000000002 2778.6210000000005 1519.5755740000002 581.81775000000005 1884.2950000000003 1350.3896175000002 519.7600000000001 271.06650000000008 172.56650000000002 205.56000000000003 2781.5828000000006 26.254000000000001 543.80570000000012 494.77402000000006 66.476000000000013 1 37.203250000000004 1271.7445000000002 118.73000000000002 112.56150000000001 420.87650000000008 321.84000000000009 2781.5828000000006 4.4014000000000015 2105.5980000000004 2022.5000000000002 9.5972500000000007 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 30 7 15 18 9 10 11 -9 16 14 -14 17 20 -7 27 24 -10 -15 23 -11 26 -26 -20 31 33 -30 35 32 -1 -29 -33 -2 right_child=1 2 -4 -5 -6 6 -8 8 12 22 -12 -13 13 21 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 -32 34 -34 -35 -36 -37 leaf_value=-0.012348762795925464 -0.23631833585103354 -2.0081603317260743 27.132402717590331 -4.8894534556070965 6.1578604062398279 1.0200168481080427 -14.536760958035787 9.6803820228576658 -1.2805411889179643 -1.3720631580352785 14.075464935302735 0.11523007339901394 2.020258649190267 1.0429450701285101 12.001684652964276 -1.874227833618989 3.3423540776968004 6.1244663430395576 -0.19539333566572967 3.7449384593963622 0.34238670354276091 -2.3128419662924378 -2.7782765756334578 3.4605841989517212 0.046673110146471228 0.51699731651299508 -2.6112137419177639 0.097700017290845334 0.30411216271396441 2.2277168206425455 -2.1821822109222415 -2.3646177906990049 0.032985918904212194 -1.4069072207698117 -0.4295756742689345 0.59902248954772952 leaf_weight=309466 30 30 20 33 24 46 24 26 249 20 23 36 111 69 21 37 32 21 728 32 185 34 28 20 2777 2446 31 5385 624 77 25 20 40199 27 27 20 leaf_count=309466 30 30 20 33 24 46 24 26 249 20 23 36 111 69 21 37 32 21 728 32 185 34 28 20 2777 2446 31 5385 624 77 25 20 40199 27 27 20 internal_value=0 2.30317 9.64806 -0.478992 0.991162 0.000572619 -1.89605 0.00124197 1.01242 3.33468 6.81852 4.12642 0.451551 1.99834 3.60821 1.02104 -0.318794 2.61992 -0.00114458 0.214638 -0.58874 -0.0647905 -0.529725 1.04426 0.195753 0.266422 -0.290239 -0.00479164 0.138954 0.515407 -0.662182 -0.00730433 -0.00713689 0.0901937 -1.253 0.097818 internal_weight=0 182 50 132 99 362821 128 362693 854 153 85 62 701 235 132 104 466 67 361839 6014 434 103 68 40 5982 5223 759 355825 6113 701 75 349712 349665 5412 47 50 internal_count=363003 182 50 132 99 362821 128 362693 854 153 85 62 701 235 132 104 466 67 361839 6014 434 103 68 40 5982 5223 759 355825 6113 701 75 349712 349665 5412 47 50 cat_boundaries=0 1 2 cat_threshold=6 136 is_linear=0 shrinkage=0.01 Tree=294 num_leaves=43 num_cat=1 split_feature=4 2 12 1 1 0 24 0 0 1 4 2 0 26 9 0 0 18 12 2 0 1 11 9 11 11 9 5 7 5 1 9 2 19 26 8 2 4 1 0 14 12 split_gain=9.45276e+06 3.6451e+07 9.98729e+07 8.38863e+06 8.28861e+06 4.48285e+06 6.39561e+06 1.58481e+07 9.36802e+06 1.57527e+07 9.48874e+06 8.82504e+06 6.06451e+06 5.05029e+06 5.66208e+06 3.87922e+06 1.28923e+07 3.5492e+06 2.85841e+06 2.63731e+06 2.32097e+06 1.56134e+06 1.22016e+06 3.19779e+06 1.16337e+06 4.90838e+06 4.66684e+07 1.35104e+06 1.1795e+06 3.6527e+06 1.15422e+06 1.14238e+06 1.00678e+06 754721 704208 1.29338e+06 799644 449641 368557 326946 216671 460044 threshold=2693.9010000000007 2682.0900000000006 85.709000000000017 1892.2623000000001 631.04475000000014 174.79296150000002 0 2778.6210000000005 2778.6210000000005 1892.2623000000001 131.25750000000002 2682.0900000000006 1117.6621800000003 2022.5000000000002 613.5367500000001 992.19979999999998 1519.5755740000002 2222.2060000000006 99.210313500000026 52.805000000000007 887.79240000000016 32.44100000000001 1413.4285000000002 1600.0905700000001 76.71250000000002 80.000400000000013 141.45680000000004 1908.1960000000001 659.5150000000001 1146.4585000000004 13.870700000000001 419.23800000000006 77.787300000000016 218.88300000000001 2022.5000000000002 1973.6620000000003 1271.7445000000002 79.095500000000015 116.83499300000001 179.43550000000002 197.68931650000002 13.805400000000002 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 31 22 7 13 11 10 -10 17 -13 15 20 21 -17 19 -16 -8 -15 -7 24 38 28 26 37 33 34 32 -9 39 -30 -27 35 -1 -36 -26 40 -2 41 -24 right_child=1 2 -4 -5 -6 6 8 30 9 -11 -12 12 -14 14 18 16 -18 -19 -20 -21 -22 -23 23 -25 25 27 -28 -29 29 -31 -32 -33 -34 -35 36 -37 -38 -39 -40 -41 -42 -43 leaf_value=0.005859294300478473 0.71086257822373344 -1.9880785446166993 26.861078487396242 -4.8405588554613521 6.0962819290161132 0.53774563498011418 -0.12517826504690263 7.8897781085968015 -4.4572843409807259 -10.91725839996338 2.5184029239263293 0.33032202919324244 7.0259704466789001 -0.049990087286690355 -0.87039712905883793 6.0597634945885614 -0.60877856338233283 4.2870819778442382 2.6489977146777433 0.28472590382627905 -1.7515886470173183 1.3877990220425398 -0.28336233975136116 -4.3095285448820695 -0.1886037974462316 0.064309253906261146 16.157692674934864 -2.2897400105992953 0.060685869829951965 4.5534655816214427 4.8195824920654298 -2.6346325029645645 1.1468876718818595 0.57407592517666917 -0.021812181549960896 2.3274585668245953 -0.90749649737395488 1.3143174294803452 -1.3592994887488228 -0.90045323514938358 -0.83983790874481201 1.2444011921352811 leaf_weight=176795 34 30 20 33 24 599 3334 24 39 20 39 24 31 807 29 59 57 20 113 2966 89 338 73 23 148 6507 20 24 393 21 25 21 109 304 169557 24 102 23 28 20 30 27 leaf_count=176795 34 30 20 33 24 599 3334 24 39 20 39 24 31 807 29 59 57 20 113 2966 89 338 73 23 148 6507 20 24 393 21 25 21 109 304 169557 24 102 23 28 20 30 27 internal_value=0 2.28013 9.55158 -0.474202 0.98125 0.000566892 0.225982 0.698473 0.0685895 -2.99961 -0.969441 0.115863 4.10423 0.570002 0.0750114 1.05794 2.78298 0.0811542 1.93025 0.067802 -0.21901 0.844382 -0.00491435 -0.825753 -0.00449469 0.1229 1.70403 0.0787163 -0.00707415 0.467463 6.32335 -0.65556 0.296534 0.087062 -0.00779045 0.00617441 -0.0223447 0.0135435 -0.318621 0.114079 -0.094475 0.129134 internal_weight=0 182 50 132 99 362821 8613 2140 6473 98 78 6375 55 2091 1038 1053 116 6320 142 6300 896 937 354208 181 354027 7026 191 6835 347001 523 49 75 502 6811 346478 176819 169659 171 158 54 130 100 internal_count=363003 182 50 132 99 362821 8613 2140 6473 98 78 6375 55 2091 1038 1053 116 6320 142 6300 896 937 354208 181 354027 7026 191 6835 347001 523 49 75 502 6811 346478 176819 169659 171 158 54 130 100 cat_boundaries=0 1 cat_threshold=22 is_linear=0 shrinkage=0.01 Tree=295 num_leaves=29 num_cat=3 split_feature=3 15 12 8 5 1 1 12 2 15 2 1 25 0 1 6 24 0 18 0 6 25 9 14 8 2 15 26 split_gain=1.23786e+07 3.71612e+07 1.31945e+08 1.52094e+07 1.21203e+07 1.11456e+07 7.19584e+06 3.42969e+06 4.56337e+06 4.18065e+06 8.31893e+06 3.02421e+06 5.7345e+06 4.98484e+07 4.77663e+06 3.99241e+06 3.11091e+06 2.54564e+06 2.01488e+06 1.02732e+06 944677 2.03194e+06 1.54308e+06 714650 536960 308484 73825.7 67274.2 threshold=2725.8677800000005 31.050411 85.709000000000017 1973.6620000000003 2871.8940000000007 1461.4925000000003 263.08925000000005 3113.0710000000004 784.03650000000005 1947.7010000000002 466.01190000000003 130.40580000000003 0 1884.2950000000003 2781.5828000000006 1937.6795000000002 1 1117.6621800000003 833.30100000000004 2778.6210000000005 27.607000000000003 2 395.07800000000003 26.272000000000002 190.47000000000003 141.77045000000001 2869.3449000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 left_child=7 2 4 -3 5 6 25 9 23 11 18 19 13 16 15 -14 -13 -16 24 20 22 -22 -1 -9 26 -2 -11 -21 right_child=1 3 -4 -5 -6 -7 -8 8 -10 10 -12 12 14 -15 17 -17 -18 -19 -20 27 21 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.011317342428649447 -1.9406110746964167 -10.147111525902382 26.54217708746592 1.4522220420837402 7.4389175324212946 -6.9961232044385824 6.0936544380187989 0.96664339992133053 -5.6358280107021335 0.35265789937973024 5.9695793871198388 1.7969728879323084 0.12460597427986934 16.762208587646484 -0.68577284448287057 2.2404806163575914 -0.14936202792871384 -3.7316881486643916 2.9218545808792111 -1.7294974567272043 1.2700949931659287 0.055865388295008742 0.42169701940074111 -1.5045937984466553 -2.0750011196136477 -0.26424542245410737 -0.47807079792022705 -1.0299056747981481 leaf_weight=334283 23 26 24 20 21 23 20 22 25 20 35 116 9759 20 68 90 238 46 20 27 129 17067 825 25 20 21 23 28 leaf_count=334283 23 26 24 20 21 23 20 22 25 20 35 116 9759 20 68 90 238 46 20 27 129 17067 825 25 20 21 23 28 internal_value=0 2.63611 5.3334 -5.10392 0.620336 -1.02553 1.12015 -0.00163022 -2.18395 -0.00119714 1.88076 -0.00180942 0.16678 1.3662 0.120263 0.143941 0.534963 -1.91483 0.156561 -0.00675525 -0.0065419 0.0657453 -0.0102513 -0.347844 -0.721309 -1.14053 -0.0916854 -1.37334 internal_weight=0 178 132 46 108 87 64 362886 72 362814 118 362696 10337 374 9963 9849 354 114 83 352359 352304 17196 335108 47 63 44 43 55 internal_count=363064 178 132 46 108 87 64 362886 72 362814 118 362696 10337 374 9963 9849 354 114 83 352359 352304 17196 335108 47 63 44 43 55 cat_boundaries=0 3 4 10 cat_threshold=9437184 0 67108864 198 0 1048576 0 66048 0 18432 is_linear=0 shrinkage=0.01 Tree=296 num_leaves=37 num_cat=5 split_feature=2 16 7 5 0 0 26 2 25 14 0 7 8 1 9 5 0 1 1 7 1 25 26 2 2 9 24 16 8 5 25 0 25 8 26 1 split_gain=1.03155e+07 4.54616e+07 1.09434e+08 2.29999e+07 3.56409e+07 9.38743e+06 4.30654e+06 3.24859e+06 6.10195e+06 8.29919e+06 8.11433e+06 4.18786e+06 5.33413e+06 4.68721e+06 4.4966e+06 3.58315e+06 2.23606e+06 1.41581e+07 2.99555e+06 2.21577e+06 1.99889e+06 5.91898e+06 8.44242e+06 1.77975e+06 1.68662e+06 1.64134e+06 1.4872e+06 1.87728e+06 1.27459e+06 1.12374e+06 1.87433e+06 955066 953224 845944 554860 429288 threshold=2682.0900000000006 85.19850000000001 2822.9627650000007 22.629459500000003 1519.5755740000002 1519.5755740000002 2022.5000000000002 385.09140000000008 0 1929.7000000000003 2778.6210000000005 548.03450000000009 52.941900000000011 326.39850000000001 1135.3321000000003 1908.1960000000001 2778.6210000000005 354.74564000000004 1892.2623000000001 1131.6606400000003 678.28840000000002 1 2022.5000000000002 71.202500000000029 1107.4580000000003 1600.0905700000001 2 397.99650000000003 350.23475000000002 158.54900000000004 3 688.40820000000008 4 9.3820000000000032 2022.5000000000002 2781.5828000000006 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 9 2 9 2 2 2 left_child=7 2 3 4 6 -5 -2 16 9 11 15 26 13 -13 -14 19 18 34 20 25 29 22 -22 -23 -21 -10 27 -9 -28 32 -31 33 -1 35 -18 -20 right_child=1 -3 -4 5 -6 -7 -8 8 10 -11 -12 12 14 -15 -16 -17 17 -19 31 24 21 23 -24 -25 -26 -27 28 -29 -30 30 -32 -33 -34 -35 -36 -37 leaf_value=0.03774261334865938 3.3065894166628524 -7.4026861291182673 24.404815995693209 -0.61798452695210782 16.200149614334109 -9.1627687492370598 -2.6840578134854631 0.80977919226827055 -0.083885712336435325 6.0206335409756369 -6.030404374495796 1.7515909266471863 1.8432090861650441 8.1418571454828434 -1.1474632028377416 2.9857041740417483 -2.096022893057929 8.0999030240376797 -0.97953038866926989 -0.77521214312695452 4.4615856357983183 -0.23892699335993672 -0.22255990498502487 0.76672652794204599 -4.0800111107204273 2.4995476501464844 -0.16003531073630403 -1.5616498372214183 1.0023243431877671 0.29180456002860411 -0.066558898844047615 -3.4753048742385135 -0.013735628960734046 0.28326075967152914 -0.12002348645528158 -2.454910653264899 leaf_weight=40653 24 38 24 36 20 20 24 722 1509 29 23 24 211 22 66 38 27 24 41 47 84 536 71 262 23 25 547 35 114 3249 2642 21 311735 30 30 38 leaf_count=40653 24 38 24 36 20 20 24 722 1509 29 23 24 211 22 66 38 27 24 41 47 84 536 71 262 23 25 547 35 114 3249 2642 21 311735 30 30 38 internal_value=0 2.35406 4.85917 1.07614 4.98447 -3.66969 0.311266 -0.0015396 0.304529 0.711051 -0.131112 0.626693 1.65431 4.80781 1.13063 -0.0492773 -0.00446454 1.65684 -0.00483899 -0.121178 -0.00428976 0.453084 2.17558 0.0901206 -1.86107 -0.0417828 0.392615 0.691008 0.0398296 -0.00550635 0.131468 -1.52255 -0.0077962 -1.14633 -1.05602 -1.68921 internal_weight=0 186 148 124 68 56 48 362878 3435 1770 1665 1741 323 46 277 1642 359443 81 359362 1604 359232 953 155 798 70 1534 1418 757 661 358279 5891 130 352388 109 57 79 internal_count=363064 186 148 124 68 56 48 362878 3435 1770 1665 1741 323 46 277 1642 359443 81 359362 1604 359232 953 155 798 70 1534 1418 757 661 358279 5891 130 352388 109 57 79 cat_boundaries=0 7 11 12 17 23 cat_threshold=203801600 134514180 134218512 1310721 16384 16384 128 1049088 64 64 1073741824 2170 203720224 1216643176 109576516 3221487617 536876096 1619034116 135331844 269484033 4211488 8394897 2147576006 is_linear=0 shrinkage=0.01 Tree=297 num_leaves=30 num_cat=3 split_feature=3 16 12 7 2 12 2 15 3 1 0 24 3 2 0 24 1 8 5 7 10 7 0 3 14 1 24 2 15 split_gain=1.19607e+07 5.2676e+07 1.16851e+08 2.11924e+07 1.11935e+07 3.39578e+06 4.5294e+06 4.09247e+06 8.1763e+06 2.91611e+06 4.8581e+06 1.01433e+07 1.0895e+07 7.46152e+06 1.98328e+06 2.18511e+06 1.39648e+06 1.16873e+06 2.12656e+06 1.09227e+06 1.44667e+06 1.6907e+07 1.32831e+06 1.10248e+06 700937 648931 547423 334060 95811.9 threshold=2725.8677800000005 85.19850000000001 85.709000000000017 762.97500000000002 1468.575 3113.0710000000004 784.03650000000005 1947.7010000000002 1282.3492500000004 130.40580000000003 887.79240000000016 0 48.176000000000009 2682.0900000000006 10.603500000000002 1 1892.2623000000001 177.38250000000002 23.819950000000002 22.5945 153.05580000000003 29.384150000000005 1884.2950000000003 648.27500000000009 26.272000000000002 112.13877900000001 2 44.728500000000004 2869.3449000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=5 2 3 4 25 7 24 9 17 19 14 12 -12 -13 16 -16 -11 18 28 22 23 -22 26 -21 -7 -2 -1 -24 -9 right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 11 13 -14 -15 15 -17 -18 -19 -20 20 21 -23 27 -25 -26 -27 -28 -29 -30 leaf_value=0.017983704596310979 -0.66326621437072764 -7.6787906402196642 22.586286989027453 7.3872264757752424 -7.9628697236378994 0.95796900982206523 -5.6121085929870604 0.65622723674774164 7.5181928321293423 -0.02312262414440934 5.6358160911798469 -0.37664063701653538 1.2261816578115372 4.7164395498460339 -0.12668137542737384 0.35801217321383194 -1.3990098056793212 -0.76175565848479398 4.1604567236900332 0.03474261457562576 6.0262875648573333 0.16674718389273252 -0.87660764008053127 0.9135570190143254 -1.4894423660278322 1.5978822153264827 -0.0161566614488713 -2.3233825423717498 -0.32260834503173824 leaf_weight=56520 30 39 31 32 24 22 25 20 21 4491 80 399 187 31 1224 3850 75 37 20 16447 51 1429 79 144 25 22 277669 20 20 leaf_count=56520 30 39 31 32 24 22 25 20 21 4491 80 399 187 31 1224 3850 75 37 20 16447 51 1429 79 144 25 22 277669 20 20 internal_value=0 2.59124 5.47275 0.560535 -2.31386 -0.00160062 -2.1731 -0.00116968 1.86084 -0.00177547 0.163773 0.970002 2.45546 -0.00924997 0.105481 0.241546 -0.0457226 0.636047 1.49803 -0.0066321 0.0690934 0.368664 -0.0107257 0.0423702 -0.343846 0.293374 -0.0103826 -1.16889 0.166809 internal_weight=0 178 139 108 76 362886 72 362814 118 362696 10337 697 267 430 9640 5074 4566 97 60 352359 18071 1480 334288 16591 47 52 334189 99 40 internal_count=363064 178 139 108 76 362886 72 362814 118 362696 10337 697 267 430 9640 5074 4566 97 60 352359 18071 1480 334288 16591 47 52 334189 99 40 cat_boundaries=0 1 2 3 cat_threshold=2100 2178 3 is_linear=0 shrinkage=0.01 Tree=298 num_leaves=36 num_cat=6 split_feature=3 4 10 0 9 7 12 2 0 25 4 2 2 2 15 0 26 9 4 25 2 6 9 2 24 24 2 6 10 25 25 9 14 11 2 split_gain=1.17227e+07 5.90574e+07 1.16417e+08 1.46711e+07 5.10213e+06 8.83488e+06 3.3282e+06 4.43926e+06 4.02029e+06 1.21068e+07 2.773e+07 1.73434e+07 7.99079e+06 1.17945e+07 6.3793e+06 6.0073e+06 4.7224e+06 3.86173e+06 2.59721e+06 3.91488e+06 9.39401e+06 6.83995e+06 3.90562e+06 2.433e+06 1.99352e+06 1.876e+06 1.47013e+06 1.44077e+06 5.40518e+06 1.74962e+06 900607 1.96807e+06 686988 618938 430895 threshold=2725.8677800000005 2693.9010000000007 148.74825000000001 1884.2950000000003 360.85390500000005 112.55400000000002 3113.0710000000004 784.03650000000005 1117.6621800000003 0 21.087000000000003 131.60043150000004 14.655600000000002 58.380000000000003 1582.5954300000001 2778.6210000000005 2022.5000000000002 754.45500000000004 267.54662000000002 1 1107.4580000000003 652.29725000000008 1972.2770000000003 784.03650000000005 2 3 1107.4580000000003 229.00250000000003 1935.1350000000002 4 5 375.64974000000007 26.272000000000002 156.0934 148.53650000000002 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 1 2 2 2 9 9 2 2 2 2 left_child=6 3 -3 4 5 34 8 32 18 10 11 -10 15 -14 -15 24 -17 23 27 20 25 -22 26 -12 -11 -20 -21 30 29 -29 31 -1 -8 -32 -2 right_child=1 2 -4 -5 -6 -7 7 -9 9 12 17 -13 13 14 -16 16 -18 -19 19 22 21 -23 -24 -25 -26 -27 -28 28 -30 -31 33 -33 -34 -35 -36 leaf_value=0.029591602571488473 0.94938167131864104 28.987086375843397 -2.0023342358624494 -7.1109198214213052 -2.490523447836599 7.9886127204895025 0.94838940002701511 -5.5559875110626216 13.408003571828205 0.55374647953471201 0.15131017208099365 2.9024167817433675 8.5542935838699332 0.3575973834814849 5.4784760812612685 -7.5762402675462805 -1.1680919124769127 2.9298601105099635 -0.054297066085225297 0.10967322838776991 1.4330895609733387 7.7261563635064716 -3.169813094892 -4.224606896859628 -1.1212180728452832 0.70712816009317492 -0.95627457138370064 0.42071634135612701 5.3782153167724607 -0.027601703068554199 -0.014744688280220512 0.70136410047137543 -1.4745479597091673 0.1415345231275969 -0.95217081806876436 leaf_weight=39327 26 22 27 30 31 20 22 25 33 112 24 30 20 378 26 23 23 21 474 2660 39 31 38 27 169 1039 136 1515 20 2033 311620 441 25 2555 22 leaf_count=39327 26 22 27 30 31 20 22 25 33 112 24 30 20 378 26 23 23 21 474 2660 39 31 38 27 169 1039 136 1515 20 2033 311620 441 25 2555 22 internal_value=0 2.56532 11.9113 -0.984693 0.871739 2.40454 -0.00158454 -2.15137 -0.00115792 0.671635 3.31469 8.40534 0.150378 1.05825 0.687159 -1.0222 -4.37217 -0.679248 -0.00280492 0.238199 0.634588 4.22002 0.0144953 -2.16535 -0.473811 0.4729 0.0578246 -0.00578249 0.194161 0.164939 -0.00779806 0.0370318 -0.340407 -0.0134733 0.0778368 internal_weight=0 178 49 129 99 68 362886 72 362814 886 135 63 751 424 404 327 46 72 361928 4417 1583 70 2834 51 281 1513 2796 357511 3568 3548 353943 39768 47 314175 48 internal_count=363064 178 49 129 99 68 362886 72 362814 886 135 63 751 424 404 327 46 72 361928 4417 1583 70 2834 51 281 1513 2796 357511 3568 3548 353943 39768 47 314175 48 cat_boundaries=0 4 11 12 13 19 25 cat_threshold=1049088 0 0 1073741824 134235680 1208256008 201851136 2147549185 8406272 16384 132 2086 143 145818148 34400 524544 1143209985 87104 2 3229646848 135331844 16 1079247664 6289 2147708100 is_linear=0 shrinkage=0.01 Tree=299 num_leaves=30 num_cat=2 split_feature=3 4 12 0 9 7 12 2 2 25 24 0 2 6 4 8 0 0 1 1 3 7 1 21 4 8 16 2 26 split_gain=1.14894e+07 5.78821e+07 9.78633e+07 1.43791e+07 5.0006e+06 8.65906e+06 3.26197e+06 4.35375e+06 3.94561e+06 4.60907e+06 5.87402e+06 6.22335e+06 8.72542e+06 6.16589e+06 4.2401e+06 3.10246e+06 2.74167e+06 2.70989e+06 1.44723e+07 2.48885e+06 1.84675e+06 1.79213e+06 1.47939e+06 1.415e+06 1.35841e+06 1.07806e+06 571167 422320 392312 threshold=2725.8677800000005 2693.9010000000007 85.709000000000017 1884.2950000000003 360.85390500000005 112.55400000000002 3113.0710000000004 581.81775000000005 385.09140000000008 0 1 887.79240000000016 2682.0900000000006 1937.6795000000002 1888.1190000000004 350.23475000000002 1884.2950000000003 2778.6210000000005 354.74564000000004 1892.2623000000001 343.31355000000002 2822.9627650000007 10.824500000000002 165.55100000000002 1522.8167500000002 9.3820000000000032 26.395000000000003 148.53650000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 5 27 8 26 17 10 14 13 -13 -12 15 -10 23 19 28 21 25 22 -1 24 -11 -21 -8 -2 -19 right_child=1 2 -4 -5 -6 -7 7 -9 9 16 11 12 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.011179938651952272 0.93988775766812838 -1.4997930174607499 26.817868323948073 -7.0398105443318686 -2.4656182492163872 7.9087267189025878 0.83317132099815039 -5.4006873959761403 -0.41910857445086236 -0.09986596319265173 0.5507766616777604 1.6654514447445607 7.2285952222347261 5.1374629030227661 -4.0552091160526986 1.1307746881484986 -3.6648038213903256 -1.7945695226009075 8.5260932789678154 -1.4629492618613049 -3.9090799649556476 2.3259751811172023 0.057325317093150321 -2.5054266502708198 2.4088853792710738 0.8450822217123849 -1.3954305302578471 -0.94264899405566127 -0.11629638353983561 leaf_weight=324185 26 26 23 30 31 20 23 26 493 1139 1272 237 32 30 27 175 22 26 23 73 24 33 34919 24 22 28 23 22 30 leaf_count=324185 26 26 23 30 31 20 23 26 493 1139 1272 237 32 30 27 175 22 26 23 73 24 33 34919 24 22 28 23 22 30 internal_value=0 2.53967 11.7922 -0.974846 0.863022 2.38049 -0.00156857 -2.12986 -0.00114621 0.334295 0.598644 0.936584 2.32724 0.656461 -0.167696 -0.0130763 -0.165577 -0.00438822 1.8475 -0.00479544 -1.41561 -0.0043044 -0.00451854 -0.10201 -0.0523272 -0.823099 -0.28113 0.0770584 -0.895495 internal_weight=0 178 49 129 99 68 362886 72 362814 3473 2266 1571 269 1302 695 668 1207 359341 79 359262 125 359137 359104 1185 1161 101 46 48 56 internal_count=363064 178 49 129 99 68 362886 72 362814 3473 2266 1571 269 1302 695 668 1207 359341 79 359262 125 359137 359104 1185 1161 101 46 48 56 cat_boundaries=0 7 8 cat_threshold=2352333824 134514180 134218512 1075052545 4210688 16384 128 645 is_linear=0 shrinkage=0.01 Tree=300 num_leaves=48 num_cat=6 split_feature=0 15 1 11 1 26 1 25 2 3 1 4 4 15 2 2 1 0 3 7 25 3 13 6 1 3 3 1 6 10 7 2 26 25 0 3 3 2 25 9 15 0 0 2 25 2 25 split_gain=1.01699e+07 2.4958e+07 4.90879e+07 1.77255e+07 1.6018e+07 6.25782e+06 4.78398e+06 1.35169e+07 2.13743e+07 1.03704e+07 2.11045e+07 1.8271e+07 9.30011e+06 7.79487e+06 3.22684e+06 7.36125e+06 2.87792e+06 3.96556e+06 2.12313e+06 1.86706e+06 2.61984e+06 4.1741e+06 1.07293e+07 2.93784e+06 3.4357e+06 2.02e+06 1.95076e+06 1.77069e+06 1.49125e+06 1.23467e+06 1.04834e+06 982920 918596 2.21624e+06 3.13924e+06 3.97635e+06 2.0243e+06 1.49286e+06 1.21368e+06 3.83247e+06 3.48074e+07 1.85434e+06 1.81283e+06 943420 833170 814536 587981 threshold=2778.6210000000005 56.355500000000013 2781.5828000000006 1085.4300000000001 555.56875000000014 2022.5000000000002 733.85806350000018 0 2682.0900000000006 543.62350000000004 1461.4925000000003 1116.5450000000003 2693.9010000000007 1582.5954300000001 205.93275000000003 104.01000000000001 1461.4925000000003 1884.2950000000003 1118.1025000000002 86.805700000000016 1 1493.1141200000004 52.486000000000011 1136.6981000000003 7.7340000000000009 1890.7105500000002 54.605550000000008 1461.4925000000003 155.78 543.00900000000013 2822.9627650000007 1468.575 2022.5000000000002 2 1117.6621800000003 15.004890000000001 1493.1141200000004 1827.1555000000001 3 395.07800000000003 11.606362000000003 635.46050000000014 474.29950500000001 43.774000000000008 4 1827.1555000000001 5 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 9 2 9 left_child=6 2 4 -3 5 -2 19 8 9 14 28 -12 13 16 15 -8 17 -9 -18 32 21 23 -23 26 -25 30 -21 -6 -11 -16 31 -22 33 36 45 -36 37 -1 39 41 -41 -34 44 -38 -40 -35 -44 right_child=1 3 -4 -5 27 -7 7 12 -10 10 11 -13 -14 -15 29 -17 18 -19 -20 20 25 22 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 38 34 35 -37 43 -39 42 40 -42 -43 46 -45 -46 -47 -48 leaf_value=0.10081594604141056 6.4663879212879003 -10.074054293632507 14.640906694684709 2.5062154206775484 -1.5421930961608887 0.22394424585195688 0.46920387917780321 0.19880792480233894 11.988480871291388 2.3568724320151588 12.954162045887538 1.3243247708407315 -5.0686559186662947 5.1101159914078247 -1.4611252097385685 6.7310908967798415 -0.37221580236583607 3.6862453561670638 -2.4160635212489541 0.050565281162895694 0.046768022152165641 7.8807103637695315 -1.479997270901998 5.5276172880692913 1.0401396709994266 -2.327191866768731 0.62334860444427254 -5.6106197141564405 -0.80860630424126345 1.3099842491149902 -1.6792980390276229 1.5809203532763891 0.025409623435971071 -0.0037050713902428076 3.1745490384480308 -1.9434035835266112 0.62511889298756917 2.2624792188405993 -0.16263519599505522 -0.11164828842761469 11.778458592465945 1.3388467770152621 -1.2915734787065476 3.3270209113189151 -0.027171317010610978 -1.7738304556333102 -0.41473797238265464 leaf_weight=19601 42 24 35 21 20 26 128 795 21 22 35 22 35 31 82 22 263 34 63 1471 7369 25 24 22 76 36 998 23 46 20 35 42 22803 158339 63 20 24 32 4678 204 28 108 112 28 145211 26 309 leaf_count=19601 42 24 35 21 20 26 128 795 21 22 35 22 35 31 82 22 263 34 63 1471 7369 25 24 22 76 36 998 23 46 20 35 42 22803 158339 63 20 24 32 4678 204 28 108 112 28 145211 26 309 internal_value=0 2.30789 4.31476 -4.20326 1.05876 4.07957 -0.000212594 0.542164 2.11636 1.62259 3.97749 8.46545 0.0116089 0.16163 0.454482 1.38761 0.0288138 0.341839 -0.767193 -0.00264043 0.131424 0.403138 3.29587 0.34949 2.04753 0.0358353 0.282091 -3.71833 0.215519 -0.91777 0.0473082 0.0554624 -0.00649092 0.00945925 -0.00297649 1.94131 0.109503 0.104339 -0.0228714 0.0445312 1.32336 0.031601 -0.0332501 2.07999 -0.0314118 -0.00399569 -0.688535 internal_weight=0 191 146 45 111 68 363303 1619 398 377 125 57 1221 1186 252 150 1155 829 326 361684 10098 2616 49 2567 98 7482 2469 43 68 102 7446 7411 351586 178133 158448 83 19685 19633 173453 23143 232 22911 150310 52 149889 158365 421 internal_count=363494 191 146 45 111 68 363303 1619 398 377 125 57 1221 1186 252 150 1155 829 326 361684 10098 2616 49 2567 98 7482 2469 43 68 102 7446 7411 351586 178133 158448 83 19685 19633 173453 23143 232 22911 150310 52 149889 158365 421 cat_boundaries=0 7 13 20 27 34 38 cat_threshold=1048576 1207959552 336 0 16384 0 132 2217853056 8389184 67108949 262657 1088 16386 3222306816 65540 2415989249 1079140400 8423953 67135504 2 545259648 2457600 8388676 37748832 840042656 12705984 132 1074790400 4 1 1073824016 8388624 2064 2 1081856 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=301 num_leaves=43 num_cat=5 split_feature=0 15 1 11 1 2 1 25 24 3 1 5 3 5 3 15 6 5 11 8 7 25 3 0 6 1 3 3 1 7 2 25 7 1 2 2 0 8 24 8 1 7 split_gain=9.96752e+06 2.44613e+07 4.81111e+07 1.73727e+07 1.56993e+07 5.67393e+06 4.68879e+06 1.32479e+07 2.34932e+07 4.95228e+07 1.26028e+07 9.26989e+06 1.15039e+07 6.60306e+06 6.05291e+06 7.50627e+06 5.54233e+06 4.63256e+06 2.94142e+06 3.74188e+06 1.82992e+06 2.5677e+06 4.09104e+06 8.69761e+06 2.87938e+06 3.36733e+06 1.97981e+06 1.91194e+06 1.73545e+06 1.02748e+06 963360 813936 8.19814e+06 4.47465e+07 1.79512e+06 1.29033e+06 992136 880232 663223 325100 90123.8 43846.4 threshold=2778.6210000000005 56.355500000000013 2781.5828000000006 1085.4300000000001 555.56875000000014 26.254000000000001 733.85806350000018 0 1 991.56000000000017 1461.4925000000003 1908.1960000000001 608.61636750000014 772.27550000000008 2725.8677800000005 1582.5954300000001 11.201000000000002 584.10300000000018 2105.5980000000004 1148.5039000000004 86.805700000000016 2 1493.1141200000004 72.16500000000002 1136.6981000000003 7.7340000000000009 1890.7105500000002 54.605550000000008 1461.4925000000003 2822.9627650000007 1468.575 3 28.915000000000003 21.159660000000006 2682.0900000000006 1827.1555000000001 1275.1415000000002 1973.6620000000003 4 2971.7767500000004 11.926500000000003 55.071960000000011 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 left_child=6 2 4 -3 5 -2 20 8 9 10 16 12 17 -14 15 18 -8 -10 19 -9 31 22 24 -24 27 -26 29 -22 -6 30 -23 32 35 41 37 36 -1 38 -33 -39 -36 -34 right_child=1 3 -4 -5 28 -7 7 14 11 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 26 23 -25 25 -27 -28 -29 -30 -31 -32 34 33 -35 40 -37 -38 39 -40 -41 -42 -43 leaf_value=0.052354791076446985 1.7660373179117839 -9.9733141946792596 14.494497924804687 2.4811532283964612 -1.5267711143493654 7.7101214691308826 4.0463748132271897 -0.086705656156269961 -1.0434187324162454 20.487449813842773 9.5425502586364743 -5.7827327416159893 6.2497565467541039 -0.18508257326872454 -3.971311457865947 5.0743644104003911 -1.3948084081747592 3.4450517258820712 -3.7939315199851991 2.1188130987408651 0.050059629263195515 0.046300342164715735 8.3361617584228522 -0.23587534411200162 5.472341242703525 1.029738278388977 -2.3039199532402885 0.61711512585643702 -5.554513531145842 -1.6625050746372767 1.5651111288297745 -0.028535769591430112 0.17220570116790374 16.33848331041634 -2.3582860193252562 2.3200024604797362 -1.4361397780312433 2.2269915879291036 0.00099624700521573997 0.50606804711478104 -1.4909117346224576 -0.25303255636637145 leaf_weight=9128 42 24 35 21 20 26 36 1051 155 20 24 22 52 23 37 30 39 27 20 83 1471 7369 20 29 22 76 36 998 23 35 42 114068 67 20 25 25 45 23 228103 21 23 38 leaf_count=9128 42 24 35 21 20 26 36 1051 155 20 24 22 52 23 37 30 39 27 20 83 1471 7369 20 29 22 76 36 998 23 35 42 114068 67 20 25 25 45 23 228103 21 23 38 internal_value=0 2.28481 4.27161 -4.16123 1.04818 4.03878 -0.00021099 0.536743 2.09519 5.65924 3.23528 0.431823 0.980611 4.27641 0.0114928 0.136052 1.21696 -0.377547 0.00767349 0.0747212 -0.00261455 0.13011 0.399106 3.26292 0.345995 2.02706 0.0354769 0.27927 -3.68114 0.0468351 0.0549078 -0.00642655 0.0857131 2.62954 -0.00893861 0.051236 0.0450527 -0.00866765 -0.00884951 1.40564 -1.94267 0.01831 internal_weight=0 191 146 45 111 68 363303 1619 398 119 99 279 257 75 1221 1184 75 182 1154 1134 361684 10098 2616 49 2567 98 7482 2469 43 7446 7411 351586 9323 125 342263 9198 9173 342215 342171 44 48 105 internal_count=363494 191 146 45 111 68 363303 1619 398 119 99 279 257 75 1221 1184 75 182 1154 1134 361684 10098 2616 49 2567 98 7482 2469 43 7446 7411 351586 9323 125 342263 9198 9173 342215 342171 44 48 105 cat_boundaries=0 7 8 14 20 21 cat_threshold=1048576 1207959552 336 0 16384 0 132 2312 2217853056 8389184 67108949 262657 1088 16386 2155872256 65540 0 4210720 41945729 71327744 2696 is_linear=0 shrinkage=0.01 Tree=302 num_leaves=42 num_cat=3 split_feature=0 9 1 11 1 26 1 9 6 5 22 14 7 5 24 18 6 14 14 11 6 18 9 26 24 0 0 2 24 1 23 0 0 2 1 0 9 4 7 0 2 split_gain=9.76917e+06 2.35007e+07 7.33426e+07 3.4229e+07 1.03462e+07 1.2924e+07 4.59548e+06 9.58931e+06 1.23435e+07 1.18565e+07 5.27245e+06 4.64953e+06 1.79351e+06 1.83237e+06 1.61296e+06 1.38147e+06 2.19785e+06 1.02011e+06 1.37111e+06 2.64123e+06 1.04634e+06 1.58742e+06 952277 901287 1.51895e+06 5.8131e+06 1.92824e+06 1.31967e+06 1.40327e+06 1.29493e+06 1.11472e+06 1.03341e+06 2.46651e+06 5.22512e+06 1.74359e+06 2.4873e+06 937497 821694 812461 569294 462502 threshold=2778.6210000000005 148.55550000000002 2781.5828000000006 1085.4300000000001 585.22500000000014 2022.5000000000002 733.85806350000018 2854.0889000000006 2976.3936000000008 2871.8940000000007 585.76132000000018 1619.4627500000004 86.805700000000016 218.04650000000001 0 1530.3410000000001 1136.6981000000003 310.82999999999998 680.43750000000011 686.06975000000011 519.7600000000001 73.257500000000007 1135.3321000000003 2022.5000000000002 1 114.18420000000002 887.79240000000016 210.00800000000001 2 214.60600000000002 322.44000000000005 747.41500000000008 688.40820000000008 45.70150000000001 168.10617800000003 1117.6621800000003 395.07800000000003 629.95226050000008 1941.9625000000003 412.19925000000006 405.12900000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 4 -3 5 -2 12 8 9 10 11 -8 23 17 22 16 -16 20 19 -19 38 -22 37 24 25 29 -27 30 -29 -1 -26 32 36 -34 40 -36 -25 -15 -14 -20 -33 right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 13 14 15 -17 -18 18 39 -21 21 -23 -24 31 27 26 -28 28 -30 -31 -32 34 33 -35 35 -37 -38 -39 -40 -41 -42 leaf_value=0.038910979377060798 7.3018048419450468 -8.9535667048273861 21.475049473155629 4.8416488963535853 -3.4030105040967467 -1.746795337818287 0.40537258833769002 5.4299128918770032 -6.8618239505394651 6.1900326597359445 5.4841858272552484 -3.1377081579911086 0.025608380950884892 0.16429416643193931 0.47478262250936737 -1.8449031539758047 1.9922995076927483 0.66864105434457133 -0.64970692439346889 4.2876211755925961 0.91514723007563548 -1.2522839854313776 -2.0447725465562612 -0.023818165257777763 -0.012302334226647572 0.66201133791337652 2.1635141181438526 0.62581859075675716 0.067902892426053685 0.97586742562216688 1.307777757421136 -0.8575555866369059 5.1827728412769458 -1.3033799710481062 -0.6567563695173998 3.4895733941119653 0.31593692507960053 -1.2104455611390887 -1.0568013530458722 1.0687134063243866 -2.3502096665423848 leaf_weight=44152 38 37 22 35 32 27 1463 39 23 36 20 38 7418 242 1484 24 102 242 98 22 253 39 27 172289 130594 949 94 642 1490 148 64 213 27 23 39 23 816 53 70 24 23 leaf_count=44152 38 37 22 35 32 27 1463 39 23 36 20 38 7418 242 1484 24 102 242 98 22 253 39 27 172289 130594 949 94 642 1490 148 64 213 27 23 39 23 816 53 70 24 23 internal_value=0 2.26197 4.99042 -2.24756 1.25164 3.54316 -0.000208887 0.531375 0.410462 0.517888 0.383636 0.315674 -0.00258841 0.128808 0.405751 0.533034 0.572378 0.0632864 0.565069 0.970223 0.0383908 0.625662 -0.239769 -0.0063623 0.00943688 0.0594017 0.797334 -0.0076282 0.23916 0.0420412 -0.0116557 -0.0225878 -0.0215752 2.19914 -0.610965 0.881398 -0.0222166 -0.082693 0.0154897 -0.311657 -1.00303 internal_weight=0 191 119 72 97 65 363303 1619 1580 1557 1521 1501 361684 10098 1932 1610 1586 8166 386 264 7780 292 322 351586 178133 45343 1043 132790 2132 44300 130658 173453 173155 50 298 62 173105 295 7488 122 236 internal_count=363494 191 119 72 97 65 363303 1619 1580 1557 1521 1501 361684 10098 1932 1610 1586 8166 386 264 7780 292 322 351586 178133 45343 1043 132790 2132 44300 130658 173453 173155 50 298 62 173105 295 7488 122 236 cat_boundaries=0 1 2 3 cat_threshold=168 7 1048 is_linear=0 shrinkage=0.01 Tree=303 num_leaves=49 num_cat=10 split_feature=0 15 1 11 1 26 1 25 24 6 9 4 15 6 4 24 1 1 0 7 7 25 6 1 12 1 0 12 18 19 4 6 26 25 0 1 24 25 1 25 9 15 0 0 25 4 25 10 split_gain=9.57476e+06 2.37217e+07 4.63333e+07 1.67201e+07 1.5176e+07 5.97577e+06 4.50403e+06 1.32092e+07 2.78944e+07 5.8247e+07 1.27553e+07 8.92783e+06 6.41441e+06 6.297e+06 6.33294e+06 3.527e+06 3.95701e+06 3.30326e+06 2.18266e+06 1.83272e+06 1.75781e+06 2.50916e+06 2.56802e+06 2.46632e+06 2.06107e+06 1.70774e+06 1.51975e+06 1.40928e+06 1.19765e+06 1.91407e+06 1.02369e+06 892864 883373 2.16184e+06 3.05822e+06 3.46014e+06 2.89115e+06 3.8373e+06 1.93461e+06 1.19825e+06 3.69361e+06 3.24069e+07 1.90576e+06 1.56599e+06 812006 796872 666499 263851 threshold=2778.6210000000005 56.355500000000013 2781.5828000000006 1085.4300000000001 555.56875000000014 2022.5000000000002 733.85806350000018 0 1 898.38705000000004 30.933000000000003 2693.9010000000007 1582.5954300000001 1529.30718 1522.8167500000002 2 2781.5828000000006 2781.5828000000006 174.79296150000002 174.88700000000003 86.805700000000016 3 1136.6981000000003 7.7340000000000009 911.29109000000005 1461.4925000000003 134.27105550000002 1621.2640000000004 1128.2175000000002 213.05270000000004 1888.1190000000004 1937.6795000000002 2022.5000000000002 4 1117.6621800000003 14.954500000000001 5 6 137.46340000000004 7 395.07800000000003 11.606362000000003 688.40820000000008 474.29950500000001 8 480.67500000000001 9 1058.8682400000002 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 9 2 9 2 2 2 2 9 2 9 2 left_child=6 2 4 -3 5 -2 20 8 9 10 26 12 15 14 17 18 -17 -10 -9 -12 32 22 28 -24 -25 -6 -8 30 29 -22 31 -23 33 36 45 -36 37 -1 -38 40 42 -42 -34 44 -41 -35 -45 -29 right_child=1 3 -4 -5 25 -7 7 11 13 -11 19 -13 -14 -15 -16 16 -18 -19 -20 -21 21 27 23 24 -26 -27 -28 47 -30 -31 -32 -33 39 34 35 -37 38 -39 -40 43 41 -43 -44 46 -46 -47 -48 -49 leaf_value=1.5205606441248478 6.3052980468386695 -9.8103802283604953 14.228115086146763 2.4079251643589563 -1.48016756439209 0.20515550173245944 4.8708389440604618 0.097369509556076747 -0.11982067524821838 22.039408500671389 1.1581865687992261 -4.7701015070865029 4.5011174751050547 -4.5957565097014115 5.8908226472681227 -0.15692588680664699 -3.0355428548887664 3.7954201253255206 1.6813952082118322 -2.9808923397064211 0.28421523079066041 0.046111441082019269 4.7213780657450357 0.25950398196035357 3.9175849304199222 -5.4756217030856922 8.1959580576861342 -0.81525061527887988 -1.9424451446533204 1.521752905872735 -1.6605649907248361 1.6471026529584611 0.024823986976305425 -0.0049257510200220499 3.5748354265213016 -0.59715812278516367 0.044337619646750349 0.27701870641698223 0.47660099175587256 -0.16086322903558423 -0.11463005319604733 11.186340528849898 1.4667999186723129 -1.2768728625383534 -0.027107964560141244 0.50924260031308555 -0.35893606913029402 -2.232715631024591 leaf_weight=296 42 24 35 21 20 26 28 176 211 20 23 38 33 24 22 750 51 24 172 20 2350 7359 24 67 20 23 27 24 23 132 35 35 24368 158063 50 33 16887 1399 1103 4678 203 29 92 112 143660 302 311 29 leaf_count=296 42 24 35 21 20 26 28 176 211 20 23 38 33 24 22 750 51 24 172 20 2350 7359 24 67 20 23 27 24 23 132 35 35 24368 158063 50 33 16887 1399 1103 4678 203 29 92 112 143660 302 311 29 internal_value=0 2.23935 4.19588 -4.1085 1.03256 3.97289 -0.000206608 0.526062 2.07968 5.98034 3.31321 0.00089669 0.154287 0.292467 0.760335 0.0294429 -0.336014 0.280034 0.85569 -0.766966 -0.00256233 0.12752 0.393432 1.88335 1.10044 -3.61727 6.50317 0.033976 0.328982 0.350031 0.0456135 0.0536898 -0.00629847 0.0093429 -0.00293928 1.91609 0.108151 0.501825 0.0708011 -0.0223619 0.042142 1.29799 0.0302476 -0.0330691 -0.0313388 -0.00394524 -0.640655 -1.59084 internal_weight=0 191 146 45 111 68 363303 1619 399 118 98 1220 1182 281 257 1149 801 235 348 43 361684 10098 2616 111 87 43 55 7482 2505 2482 7429 7394 351586 178133 158448 83 19685 1695 17990 173453 24692 232 24460 148761 148338 158365 423 53 internal_count=363494 191 146 45 111 68 363303 1619 399 118 98 1220 1182 281 257 1149 801 235 348 43 361684 10098 2616 111 87 43 55 7482 2505 2482 7429 7394 351586 178133 158448 83 19685 1695 17990 173453 24692 232 24460 148761 148338 158365 423 53 cat_boundaries=0 7 8 9 15 22 23 27 34 41 45 cat_threshold=1048576 1207960576 320 4194304 16384 0 132 2312 23 2217853056 8389184 67108949 262657 1088 16386 3222306816 65540 2415989249 1079140400 8423953 67135504 2 1 1048576 4 0 1073758208 612368384 2457600 8388676 37748832 840042656 12705984 132 1074790400 4 1 1073824016 8388624 2064 2 1081856 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=304 num_leaves=49 num_cat=10 split_feature=0 15 1 11 1 26 1 25 24 6 1 4 5 3 15 7 4 5 24 1 0 7 25 3 13 6 1 3 3 1 12 5 26 25 0 3 24 25 3 25 10 10 0 0 25 4 25 10 split_gain=9.38422e+06 2.32497e+07 4.54113e+07 1.63874e+07 1.4874e+07 5.85685e+06 4.4144e+06 1.29463e+07 2.73393e+07 5.70878e+07 1.23654e+07 8.75016e+06 8.12672e+06 7.37028e+06 6.28677e+06 6.11555e+06 5.8634e+06 3.7632e+06 3.45681e+06 3.87826e+06 2.13923e+06 1.72283e+06 2.45923e+06 3.99401e+06 1.04826e+07 2.74957e+06 3.24703e+06 1.9436e+06 1.86248e+06 1.67376e+06 1.02394e+06 996857 865907 2.11807e+06 2.99726e+06 3.86459e+06 2.93259e+06 3.67785e+06 2.05873e+06 1.16096e+06 2.07831e+06 2.96204e+07 1.74257e+06 1.56859e+06 802324 780910 563490 211958 threshold=2778.6210000000005 56.355500000000013 2781.5828000000006 1085.4300000000001 555.56875000000014 2022.5000000000002 733.85806350000018 0 1 898.38705000000004 1461.4925000000003 2693.9010000000007 1908.1960000000001 608.61636750000014 1582.5954300000001 11.024400000000002 54.400000000000006 584.10300000000018 2 2781.5828000000006 174.79296150000002 86.805700000000016 3 1493.1141200000004 15.003750000000002 1136.6981000000003 7.7340000000000009 1890.7105500000002 104.41300000000003 1461.4925000000003 1621.2640000000004 218.04650000000001 2022.5000000000002 4 1117.6621800000003 15.004890000000001 5 6 1493.1141200000004 7 246.87250000000003 254.53800000000004 474.29950500000001 635.46050000000014 8 480.67500000000001 9 1058.8682400000002 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 1 9 2 9 2 2 2 2 9 2 9 2 left_child=6 2 4 -3 5 -2 21 8 9 10 15 14 13 17 18 -8 -15 -10 20 -20 -9 32 23 25 -25 28 -27 30 -23 -6 31 -24 33 36 45 -36 37 -1 -38 40 43 -42 44 -34 -41 -35 -44 -32 right_child=1 3 -4 -5 29 -7 7 11 12 -11 -12 -13 -14 16 -16 -17 -18 -19 19 -21 -22 22 27 24 -26 26 -28 -29 -30 -31 47 -33 39 34 35 -37 38 -39 -40 42 41 -43 46 -45 -46 -47 -48 -49 leaf_value=1.5058519288605334 6.2422448067438046 -9.7122769180933641 14.08583424595424 2.3838456744239442 -1.4653658332824708 0.20310389151939981 3.9075480642318725 0.096395799145102504 -0.81751033584337407 21.819014430999754 9.5174501228332513 -4.7224004183317492 -5.8435669708251954 8.094675222873688 4.4561062645189695 -1.8609666340491351 1.7234325438279374 3.3475128639221192 -0.15535663142085077 -3.0051873904583499 1.6645812597385674 0.081118206697347595 0.0038060495495127124 7.9397698084513344 -1.3126947311401367 5.3629209206321029 1.0003933057659551 -2.2842746263080174 0.66740567898839376 -5.4208653731449798 -0.69664104710454522 0.32062773837328157 0.025228456945853801 -0.0048422958771281426 3.112716114407494 -1.9327960748672484 0.064622176033020381 0.28213407830360221 2.0572562656035793 -0.15760276950419955 11.527652233640353 0.09225178953731622 -1.2651507580866579 1.2681178123810712 -0.026272336379451505 0.50415016287999437 -0.40665077777462649 -2.0145112829941971 leaf_weight=296 42 24 35 21 20 26 40 176 164 20 24 38 20 20 33 34 52 25 750 51 172 1666 6215 24 25 22 76 36 803 23 23 1182 22614 158149 63 20 17921 1330 52 4797 24 403 112 102 145092 302 309 26 leaf_count=296 42 24 35 21 20 26 40 176 164 20 24 38 20 20 33 34 52 25 750 51 172 1666 6215 24 25 22 76 36 803 23 23 1182 22614 158149 63 20 17921 1330 52 4797 24 403 112 102 145092 302 309 26 internal_value=0 2.21695 4.15392 -4.06742 1.02223 3.93316 -0.000204549 0.520801 2.05889 5.92053 3.28008 0.000887722 0.289542 0.770606 0.152744 1.25715 3.49322 -0.266581 0.0291485 -0.332654 0.847133 -0.00253672 0.126245 0.389498 3.21912 0.337002 1.97974 0.0336362 0.271798 -3.5811 0.0448881 0.0544324 -0.0062355 0.00925048 -0.00287684 1.89693 0.107294 0.512745 0.0703482 -0.0221393 0.0437829 0.734991 -0.03229 0.0308093 -0.0304877 -0.00387218 -0.674751 -1.39592 internal_weight=0 191 146 45 111 68 363303 1619 399 118 98 1220 281 261 1182 74 72 189 1149 801 348 361684 10098 2616 49 2567 98 7482 2469 43 7446 7397 351586 178133 158534 83 19599 1626 17973 173453 23143 427 150310 22716 149889 158451 421 49 internal_count=363494 191 146 45 111 68 363303 1619 399 118 98 1220 281 261 1182 74 72 189 1149 801 348 361684 10098 2616 49 2567 98 7482 2469 43 7446 7397 351586 178133 158534 83 19599 1626 17973 173453 23143 427 150310 22716 149889 158451 421 49 cat_boundaries=0 7 8 9 15 21 22 26 33 40 44 cat_threshold=1048576 1207960576 320 4194304 16384 0 132 2312 23 2217853056 8389184 67108949 262657 1088 16386 3222306816 65540 2415989249 1079140400 8423953 67135504 1 1048576 4 0 1073758208 545259648 2457600 8388676 37748832 840042656 12705984 132 1074790400 4 1 1073825040 8388624 2064 2 1081856 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=305 num_leaves=31 num_cat=1 split_feature=0 1 6 8 7 4 4 24 7 10 1 5 2 2 5 14 19 8 0 2 1 20 4 17 6 1 0 6 5 0 split_gain=9.68886e+06 4.10332e+07 1.11924e+08 5.39567e+06 1.12673e+07 5.3202e+06 4.94132e+06 4.35511e+06 5.78995e+06 1.55074e+07 6.43597e+06 4.61115e+06 3.9213e+06 7.16639e+06 3.74159e+06 3.31471e+06 2.45926e+06 2.00002e+06 1.92407e+06 4.22471e+06 5.69396e+06 4.16358e+06 1.91151e+06 1.87096e+06 1.81254e+06 1.57478e+06 1.25668e+06 1.0375e+06 863406 62796.3 threshold=2778.6210000000005 2781.5828000000006 329.88400000000007 2971.7767500000004 1538.3385000000001 508.93250000000006 2693.9010000000007 0 1538.3385000000001 1058.8682400000002 1098.6214000000002 2871.8940000000007 26.254000000000001 300.34390000000008 670.57570000000021 1352.1000000000001 549.60000000000014 1973.6620000000003 992.19979999999998 1107.4580000000003 860.12500000000011 297.77500000000003 2693.9010000000007 623.90970000000004 436.01500000000004 2781.5828000000006 3.1710000000000007 6.4775000000000009 6.1842500000000014 137.52300000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 6 -3 5 27 17 12 15 11 10 -10 16 -2 -14 -15 22 -9 18 25 21 -21 -20 23 -7 28 26 -1 -5 -19 -27 right_child=1 2 -4 4 -6 7 -8 8 9 -11 -12 -13 13 14 -16 -17 -18 24 19 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.0119485130769814 -1.6807252004011621 28.381215522766116 -1.9612220862603957 1.0602041569271603 -7.3312371063232424 -0.196791458399171 -4.535286114501953 0.65964570065128048 2.8187795649076763 8.6063409867006193 -3.7142632347106934 5.4043103599548337 6.9730805206298827 -3.1816404045711866 2.4728818771362304 -3.26534039080143 -1.3783501746577602 1.543604287812204 0.078366469228919433 0.20000224640494899 5.8779019537477781 4.1708085514948916 2.3021915574754988 2.1703387241704126 -0.94881427478790292 -1.4312538309450502 0.043779917523675986 -1.378646248326157 4.1011327340386128 -2.1342687447865805 leaf_weight=313096 53 20 31 37 31 726 25 1316 38 34 25 20 20 22 25 32 62 33 567 38 33 26 35 35 20 27 46470 33 22 24 leaf_count=313096 53 20 31 37 31 726 25 1316 38 34 25 20 20 22 25 32 62 33 567 38 33 26 35 35 20 27 46470 33 22 24 internal_value=0 2.22272 9.93777 -0.00123098 -2.31224 -0.000587407 -0.490848 0.476441 0.795744 3.16364 0.226302 0.63714 0.351743 1.95952 -0.173916 -0.108381 0.567951 -0.00366252 -0.00400243 0.533804 2.83903 0.257799 0.0171708 -0.0879221 1.62917 -0.00499544 -0.00474622 -0.0895396 2.56662 -1.76208 internal_weight=0 196 51 362780 101 362679 145 2323 1495 97 63 1398 120 67 47 828 1378 360356 360281 664 71 593 796 761 75 359617 359566 70 55 51 internal_count=362976 196 51 362780 101 362679 145 2323 1495 97 63 1398 120 67 47 828 1378 360356 360281 664 71 593 796 761 75 359617 359566 70 55 51 cat_boundaries=0 1 cat_threshold=650 is_linear=0 shrinkage=0.01 Tree=306 num_leaves=40 num_cat=8 split_feature=1 2 6 7 1 25 22 24 2 3 15 25 2 2 3 3 7 10 1 6 7 25 13 15 11 11 15 13 25 26 25 24 2 10 25 6 26 3 2 split_gain=6.71023e+06 2.99665e+07 4.77267e+07 1.55731e+07 3.7134e+06 4.42955e+06 6.3977e+06 4.96213e+06 7.79667e+06 5.43273e+06 6.25869e+06 6.20391e+06 5.0074e+06 3.365e+06 5.44478e+06 2.58139e+06 1.95638e+06 1.3112e+06 1.15955e+06 1.27162e+06 1.00978e+06 5.18806e+06 4.30644e+07 1.65511e+06 1.13108e+06 986634 1.10801e+06 1.03891e+06 815262 707808 2.05741e+06 2.90095e+06 1.35456e+06 2.02517e+06 721855 674100 636123 469035 220150 threshold=2781.5828000000006 2682.0900000000006 698.40204000000006 1538.3385000000001 263.08925000000005 0 620.82500000000016 1 2682.0900000000006 1118.1025000000002 658.42365500000005 2 1827.1555000000001 1107.4580000000003 297.12438000000003 888.08100000000013 2822.9627650000007 202.87050000000002 1461.4925000000003 7.7315000000000014 28.915000000000003 3 33.349000000000011 1947.7010000000002 474.67500000000013 608.42750000000012 85.527017500000014 724.06940000000009 4 2022.5000000000002 5 6 1827.1555000000001 3056.7500000000005 7 84.256000000000014 2022.5000000000002 1282.3492500000004 2682.0900000000006 decision_type=2 2 2 2 2 9 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 9 1 2 2 9 2 2 2 2 left_child=4 3 -3 13 16 6 7 9 12 11 -11 -6 -9 14 36 25 20 -18 19 -17 29 22 35 24 -23 27 -27 28 -7 30 31 -1 33 -31 -32 -22 -2 -21 -34 right_child=1 2 -4 -5 5 15 -8 8 -10 10 -12 -13 -14 -15 -16 18 17 -19 -20 37 21 23 -24 -25 -26 26 -28 -29 -30 32 34 -33 38 -35 -36 -37 -38 -39 -40 leaf_value=0.39239042187501172 3.0481474999586742 20.482593730926514 0.40255471985915614 -7.5031961470383868 2.9010783171862888 0.22946827715881996 5.5180612152099604 0.048113241482130066 -5.0092255991299952 1.8088047931307838 7.7054546937488375 0.46701682496168256 3.6755387467604419 4.1904591911810414 -3.9824574744183083 0.75396386546473348 -0.74235435382739923 -3.9203692378997803 -3.1453385482295868 -0.83859988730294366 -0.084876758683579315 0.039683759869966348 14.581812126740164 -2.5213527315139772 0.53108626479151588 -0.00012143882545264992 2.5628511099661551 -1.8442162483930589 -0.19548074718777717 -0.023120697900325126 0.028281090613803177 0.049232320147756699 -0.97497881507873529 3.0825045948936829 -0.019091409638209832 1.8530856181383133 0.84722973856432693 -2.4534557608011607 -2.2196485123810947 leaf_weight=3001 24 20 29 26 104 739 25 1571 30 126 21 1520 39 27 23 31 37 20 31 35 175 16601 23 25 482 37 31 32 1127 165662 45034 13602 30 21 112502 20 29 37 27 leaf_count=3001 24 20 29 26 104 739 25 1571 30 126 21 1520 39 27 23 31 37 20 31 35 175 16601 23 25 482 37 31 32 1127 165662 45034 13602 30 21 112502 20 29 37 27 internal_value=0 1.94109 8.59849 -0.58769 -0.000982165 0.256027 0.476375 0.44082 0.0416092 0.805717 2.65118 0.643632 0.135983 1.15797 0.0806405 -0.106267 -0.00496469 -1.85745 -1.44971 -0.939378 -0.00466908 0.0697986 1.56838 0.049757 0.0535488 -0.0152395 1.16829 -0.0576421 -0.0270042 -0.00846522 0.00561344 0.111457 -0.0232573 -0.0227271 -0.00554834 0.113889 1.84387 -1.66846 -1.56456 internal_weight=0 178 49 129 362798 5536 3436 3411 1640 1771 147 1624 1610 103 76 2100 357262 57 134 103 357205 17326 218 17108 17083 1966 68 1898 1866 339879 174139 16603 165740 165683 157536 195 53 72 57 internal_count=362976 178 49 129 362798 5536 3436 3411 1640 1771 147 1624 1610 103 76 2100 357262 57 134 103 357205 17326 218 17108 17083 1966 68 1898 1866 339879 174139 16603 165740 165683 157536 195 53 72 57 cat_boundaries=0 7 8 12 17 23 29 30 37 cat_threshold=75809920 1216381504 68161872 1078264322 4194304 0 132 317 8388608 0 67108944 65536 8388608 1048576 0 0 128 3211268 262156 524800 69206016 536875264 16384 3222306820 4 2415919617 1075004448 8391185 2214619152 3 541440 1090782576 33624464 69468417 541126656 130 64 is_linear=0 shrinkage=0.01 Tree=307 num_leaves=34 num_cat=3 split_feature=0 1 6 8 7 4 4 2 2 2 12 10 25 8 0 25 1 2 3 6 1 3 25 26 26 3 7 26 7 2 0 0 26 split_gain=9.37958e+06 3.9827e+07 1.08489e+08 5.28905e+06 1.10229e+07 5.17509e+06 4.82822e+06 3.84107e+06 7.02709e+06 3.74037e+06 5.25131e+06 7.7459e+06 2.89383e+06 1.95839e+06 1.8698e+06 8.17172e+06 9.87828e+06 2.76033e+06 1.82333e+06 1.77996e+06 1.54773e+06 1.71649e+06 1.16412e+06 1.14544e+06 1.09309e+06 888884 779950 3.04077e+06 630810 600828 554948 538351 59244.7 threshold=2778.6210000000005 2781.5828000000006 329.88400000000007 2971.7767500000004 1538.3385000000001 508.93250000000006 2693.9010000000007 26.254000000000001 300.34390000000008 164.88500000000002 2107.0655000000002 3056.7500000000005 0 1973.6620000000003 992.19979999999998 1 860.12500000000011 210.00800000000001 1118.1025000000002 436.01500000000004 2781.5828000000006 2725.8677800000005 2 2022.5000000000002 2022.5000000000002 991.56000000000017 659.5150000000001 2022.5000000000002 18.650500000000005 32.14650000000001 497.59550000000002 747.41500000000008 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=3 6 -3 5 23 13 7 32 -9 22 11 12 -11 14 20 16 -16 -17 -10 28 21 -1 25 -5 -22 30 31 -28 -15 -25 -7 -24 -2 right_child=1 2 -4 4 -6 9 -8 8 18 10 -12 -13 -14 19 15 17 -18 -19 -20 -21 24 -23 26 29 -26 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=-0.0049341171925264609 -1.3491855566842217 27.945981826782226 -1.9272056271952969 -1.7548962915860691 -7.2535446880709742 -0.14547602024215919 -4.4843133941650395 6.9023046054840087 -2.3664878954206192 2.1299921061802496 -3.1056701040267947 7.0188649095807767 0.64648070174889261 1.6331890647113323 1.0909580033758413 -0.45872744047735625 7.6765583947125604 1.0439407202667659 1.5952441321886504 -0.94256564044952396 -3.4277120104703038 1.8297711118062339 0.12077740564550304 -0.17422127803166707 -0.47171964645385744 -2.338366047403087 4.3680468385869808 -0.079872588737338199 3.8043479488206948 2.1726038398742675 -1.5609605272354621 1.2578741392222319 -2.0189370655059817 leaf_weight=359515 28 20 31 26 31 260 25 20 21 153 32 21 911 32 69 381 34 180 26 20 22 51 775 24 29 23 22 51 23 20 31 44 25 leaf_count=359515 28 20 31 26 31 260 25 20 21 153 32 21 911 32 69 381 34 180 26 20 22 51 775 24 29 23 22 51 23 20 31 44 25 internal_value=0 2.18696 9.78777 -0.00121 -2.28927 -0.000572814 -0.486429 0.346463 1.9377 0.469905 0.886851 1.0046 0.8859 -0.0036057 -0.00394205 0.526225 2.97592 0.0230021 -0.174891 1.61214 -0.00492096 -0.00467389 0.0837285 -0.0908077 -1.74685 -0.432086 0.267154 1.2606 2.54113 0.892517 -0.296266 0.181867 -1.66511 internal_weight=0 196 51 362780 101 362679 145 120 67 2323 1117 1085 1064 360356 360281 664 103 561 47 75 359617 359566 1206 70 51 314 892 73 55 44 291 819 53 internal_count=362976 196 51 362780 101 362679 145 120 67 2323 1117 1085 1064 360356 360281 664 103 561 47 75 359617 359566 1206 70 51 314 892 73 55 44 291 819 53 cat_boundaries=0 7 14 19 cat_threshold=2113536 0 4112 0 20480 0 128 1049088 0 0 1073741824 0 0 4 2157182976 0 320 1078984736 4194304 is_linear=0 shrinkage=0.01 Tree=308 num_leaves=34 num_cat=4 split_feature=1 2 6 7 8 7 4 25 7 15 24 2 2 3 2 1 1 3 8 6 8 6 14 1 3 25 2 7 25 26 7 26 26 split_gain=6.41336e+06 2.90054e+07 4.5753e+07 1.51639e+07 5.1603e+06 7.61702e+06 5.00063e+06 5.43259e+06 9.16774e+06 1.12477e+07 4.83413e+06 4.55302e+06 3.31376e+06 5.2923e+06 3.10203e+06 3.7085e+06 4.89557e+06 3.25423e+06 2.9577e+06 2.40428e+06 2.14748e+06 2.11865e+06 1.7492e+06 1.45372e+06 3.798e+06 3.91992e+06 2.33039e+06 808127 5.36627e+06 706011 666727 657583 605239 threshold=2781.5828000000006 2682.0900000000006 698.40204000000006 1538.3385000000001 2971.7767500000004 762.97500000000002 480.67500000000001 0 1538.3385000000001 549.30000000000018 1 230.86370000000002 1107.4580000000003 297.12438000000003 2682.0900000000006 1256.4300000000001 1892.2623000000001 888.08100000000013 1017.6571000000002 1529.30718 1973.6620000000003 329.88400000000007 214.87400000000002 263.08925000000005 1282.3492500000004 2 873.09500000000014 28.915000000000003 3 2022.5000000000002 18.650500000000005 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 left_child=4 3 -3 12 6 29 20 8 10 18 21 -12 13 32 15 17 -17 -9 -10 -7 23 -8 30 27 25 -25 -26 31 -29 -6 -22 -1 -2 right_child=1 2 -4 -5 5 19 7 14 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 22 -23 -24 24 26 -27 -28 28 -30 -31 -32 -33 -34 leaf_value=0.0042233951692870007 2.9762909038861589 20.083216556549072 0.42275841680066334 -7.4142745355459363 -1.1153642826988583 -3.0958527232982496 0.47940484886927326 0.02413770355202698 -0.083609575629234309 10.650710700988771 0.50023718045141696 2.03767738522733 4.1416556419708108 -3.9425529944378397 -3.8948751240684873 4.8780044050777667 -1.0955912454231926 -1.9688123953077528 4.4105297342936201 -7.5493071365356448 1.7176222199778404 -0.78372155240693675 -0.80830878353118896 1.9162140853727858 1.1548314742436485 0.08310757940085424 4.6662571147636127 1.6027608862719729 0.040963407189940786 1.2166855941099279 3.9938717252557927 -0.023644880633508759 0.82946598250290449 leaf_weight=173668 24 20 29 26 21 27 302 914 32 20 441 342 27 23 21 34 23 90 27 22 31 237 20 110 63 4314 27 213 16520 34 22 165223 29 leaf_count=173668 24 20 29 26 21 27 302 914 32 20 441 342 27 23 21 34 23 90 27 22 31 237 20 110 63 4314 27 213 16520 34 22 165223 29 internal_value=0 1.89767 8.44744 -0.59023 -0.00095845 -2.22816 -0.000319817 0.446912 0.854679 4.16991 0.663032 1.15699 1.13234 0.0632471 -0.0881594 -0.0136453 2.46761 -0.154513 1.97303 -5.09536 -0.00340266 -0.0746116 1.71158 -0.00375029 0.174578 0.133206 2.20826 -0.00601385 0.0618264 0.326267 2.66248 -0.00936351 1.80161 internal_weight=0 178 49 129 362798 104 362694 2483 1401 79 1322 783 103 76 1082 1061 57 1004 59 49 360211 539 73 360138 4514 4424 90 355624 16733 55 53 338891 53 internal_count=362976 178 49 129 362798 104 362694 2483 1401 79 1322 783 103 76 1082 1061 57 1004 59 49 360211 539 73 360138 4514 4424 90 355624 16733 55 53 338891 53 cat_boundaries=0 7 8 11 16 cat_threshold=2146816 1074004480 1577232 2147811329 8410112 16384 132 2696 8388608 0 67108880 8388608 1048576 0 0 128 is_linear=0 shrinkage=0.01 Tree=309 num_leaves=36 num_cat=3 split_feature=0 2 7 9 11 8 7 4 24 3 0 8 0 3 7 7 6 2 2 26 4 5 8 0 25 4 20 6 17 0 25 5 26 5 2 split_gain=9.08941e+06 2.48396e+07 6.12742e+07 1.35061e+07 6.93543e+06 5.10861e+06 1.07225e+07 4.97412e+06 4.19978e+06 5.87868e+06 9.38398e+06 6.18607e+06 4.06442e+06 3.81956e+06 3.73007e+06 3.27843e+06 2.93229e+06 5.04076e+06 2.2672e+06 7.79509e+06 2.26352e+06 2.05913e+06 1.88081e+06 1.81815e+06 8.00871e+06 8.43602e+06 2.98721e+06 1.73995e+06 1.33898e+06 1.17246e+06 2.24802e+06 1.21374e+06 1.11458e+06 844101 597759 threshold=2778.6210000000005 2682.0900000000006 149.17670000000001 331.98000000000008 789.79950000000008 2971.7767500000004 1538.3385000000001 508.93250000000006 0 1118.1025000000002 531.22050000000013 76.079000000000022 1519.5755740000002 1282.3492500000004 712.24900000000014 762.97500000000002 355.17104999999998 1468.575 27.046500000000005 2022.5000000000002 2693.9010000000007 330.08250000000004 1973.6620000000003 992.19979999999998 1 8.3652500000000014 16.038500000000003 436.01500000000004 623.90970000000004 3.1710000000000007 2 2871.8940000000007 2022.5000000000002 6.1842500000000014 32.14650000000001 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 left_child=5 3 -3 18 -5 7 32 22 13 12 14 -12 15 20 -11 -10 -15 -18 19 -2 28 -20 23 29 25 -25 -26 33 -9 31 -31 -1 -7 -24 -34 right_child=1 2 -4 4 -6 6 -8 8 9 10 11 -13 -14 16 -16 -17 17 -19 21 -21 -22 -23 27 24 26 -27 -28 -29 -30 30 -32 -33 34 -35 -36 leaf_value=-0.011972310663275977 6.4170242723737445 -2.9600532598080842 20.122826884725818 -8.446156937425787 -0.50579656427556818 -1.723096306874202 -7.14605102785172 -0.091041317124669133 0.4477578814766614 1.2165778799767191 7.6157670356131897 2.6079070526200372 -2.7670179732640583 0.86530286851136584 -3.6980963134765625 1.9741235140095585 -0.83768679468070761 -6.7528234054565432 -1.3195221272221318 -1.0771982889590057 2.9528798583701805 2.8556197375342958 1.4868582014604048 5.2388264284963189 -0.17550309333359079 -0.8470522757137523 2.7283292775405079 -0.94594473552703862 1.9711654359644109 0.29125018601674652 0.022614756382967185 2.1083389140941478 -0.1756027563412984 4.0156336286934939 2.1652209129333495 leaf_weight=313092 35 23 23 22 22 26 31 686 1117 47 37 74 36 23 23 161 34 25 27 23 27 21 33 69 523 34 38 20 33 3348 43150 27 24 22 20 leaf_count=313092 35 23 23 22 22 26 31 686 1117 47 37 74 36 23 23 161 34 25 27 23 27 21 33 69 523 34 38 20 33 3348 43150 27 24 22 20 internal_value=0 2.15287 8.58139 0.181455 -4.47598 -0.00118925 -2.24988 -0.000563031 0.460689 0.774258 2.46901 4.27719 0.546702 -0.113458 -0.398244 0.640047 -2.16341 -3.3441 2.11473 3.44518 0.110351 0.507102 -0.00353645 -0.00386607 0.518927 2.94406 0.0208203 1.57988 0.00360795 -0.00483136 0.0420248 -0.0117895 -0.0815793 2.49837 0.888408 internal_weight=0 196 46 150 44 362780 101 362679 2323 1495 181 111 1314 828 70 1278 82 59 106 58 746 48 360356 360281 664 103 561 75 719 359617 46498 313119 70 55 44 internal_count=362976 196 46 150 44 362780 101 362679 2323 1495 181 111 1314 828 70 1278 82 59 106 58 746 48 360356 360281 664 103 561 75 719 359617 46498 313119 70 55 44 cat_boundaries=0 1 8 14 cat_threshold=650 1049088 0 0 1073741824 0 0 4 8423424 4 67108944 33620000 8389121 192 is_linear=0 shrinkage=0.01 Tree=310 num_leaves=48 num_cat=6 split_feature=1 25 4 0 1 1 8 12 4 15 25 26 1 1 2 6 5 8 25 3 7 17 9 0 20 2 7 18 5 3 2 25 0 1 0 25 2 7 0 26 25 3 0 5 20 3 2 split_gain=4.95955e+06 6.88572e+07 1.88349e+08 7.68095e+07 9.02571e+07 3.38689e+07 8.13403e+06 6.20469e+06 4.42386e+06 4.24171e+06 4.80177e+06 5.67198e+06 3.97227e+06 1.10928e+07 3.70533e+06 2.35397e+06 1.86881e+06 4.09583e+06 3.47442e+06 5.45074e+06 7.74169e+06 1.90339e+06 2.19154e+06 4.37305e+06 2.18328e+06 1.7212e+06 1.22735e+06 1.0753e+06 1.29033e+06 1.04422e+06 998314 2.91654e+06 5.30063e+06 4.17736e+06 2.15861e+06 810439 2.30847e+06 705914 782754 1.53434e+06 715625 1.1548e+06 715944 465253 317917 305382 351954 threshold=678.28840000000002 0 2693.9010000000007 2778.6210000000005 2781.5828000000006 2781.5828000000006 2971.7767500000004 83.901250000000019 20.094000000000005 1947.7010000000002 1 2022.5000000000002 786.89439000000004 1098.6214000000002 2682.0900000000006 293.37750000000005 236.84755000000004 2971.7767500000004 2 991.56000000000017 659.5150000000001 482.76650000000001 1022.5259020000002 474.29950500000001 307.15000000000003 549.23035000000016 29.384150000000005 833.30100000000004 1908.1960000000001 698.94000000000005 624.21400000000006 3 1117.6621800000003 140.77500000000003 688.40820000000008 4 2682.0900000000006 2822.9627650000007 2778.6210000000005 2022.5000000000002 5 888.08100000000013 635.46050000000014 55.715000000000011 95.546500000000023 358.01332900000006 1827.1555000000001 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 left_child=16 2 5 6 7 8 9 -5 12 10 11 -3 -2 -14 -12 26 30 18 19 27 25 22 24 -24 -20 -21 -10 28 -18 44 37 34 35 -34 45 43 -37 38 40 -40 41 -1 -42 -33 -23 46 -32 right_child=1 3 -4 4 -6 -7 -8 -9 15 -11 14 -13 13 -15 -16 -17 17 -19 21 20 -22 29 23 -25 -26 -27 -28 -29 -30 -31 31 32 33 -35 -36 36 -38 -39 39 -41 42 -43 -44 -45 -46 -47 -48 leaf_value=0.030959775267743978 -1.1666470495859782 2.0387013070489006 31.115976044581487 -4.9123030492237643 -24.728031915735315 12.325794116973878 -5.2943389951265774 2.3803692150115969 -0.91586913979571805 4.5167979860305785 -0.045406618060389904 0.056041273999214172 9.0210760116577156 0.53477950661681417 -3.6745053274878146 0.92469142644028923 0.47900842697226176 -3.9242894236246748 -0.0022602795196381168 -0.7271922488422955 6.67379319708688 -1.0031908670190262 -0.23089553260803222 4.9776637819961262 1.8948135489129252 2.7292714561462401 -4.3030551567077637 2.6040350889123007 -1.2811267611037855 -2.6312318873405456 -0.043412321169082432 1.4730959103448049 0.75417983531951904 7.0688298342444682 -3.7633387284051807 0.35654660161394275 -2.812028826872508 -1.3530210328713443 2.6610809553823165 -0.66861169128417974 -0.011827845307353795 1.0434351652702401 -0.31613830275535587 0.25777902215056947 0.14511394401391348 -1.3834133435178686 -1.2673574236461094 leaf_weight=36564 24 278 26 28 27 30 26 20 23 24 942 300 24 43 29 38 1326 24 2818 34 35 73 40 27 62 25 20 23 43 34 146 105 20 22 21 548 24 39 31 25 318249 113 775 45 36 27 28 leaf_count=36564 24 278 26 28 27 30 26 20 23 24 942 300 24 43 29 38 1326 24 2818 34 35 73 40 27 62 25 20 23 43 34 146 105 20 22 21 548 24 39 31 25 318249 113 775 45 36 27 28 internal_value=0 0.507727 5.53909 -0.209386 -10.1013 2.52123 0.253276 -1.87369 0.811128 0.344972 0.280334 0.992468 2.3242 3.57465 -0.152226 -0.888739 -0.00425598 0.196017 0.217627 0.613008 2.94777 0.0254191 0.0801731 1.86808 0.0385795 0.737411 -2.4913 0.459748 0.423723 -1.10119 -0.0068381 0.310918 0.60048 4.06185 -0.681924 0.407443 0.219757 -0.00771868 -0.0075712 1.17461 -0.00775732 0.0340699 -0.0125667 1.03922 -0.623934 -0.393912 -0.240369 internal_weight=0 1902 228 1674 75 202 1599 48 172 1573 1549 578 91 67 971 81 361382 4600 4576 1486 94 3090 2947 67 2880 59 43 1392 1369 143 356782 986 764 42 222 722 572 355796 355757 56 355701 36677 319024 150 109 201 174 internal_count=363284 1902 228 1674 75 202 1599 48 172 1573 1549 578 91 67 971 81 361382 4600 4576 1486 94 3090 2947 67 2880 59 43 1392 1369 143 356782 986 764 42 222 722 572 355796 355757 56 355701 36677 319024 150 109 201 174 cat_boundaries=0 7 12 18 25 30 37 cat_threshold=1064960 0 64 0 0 0 128 1536 1207993408 4368 1078001664 16384 67470368 1082393192 67633216 2147745793 4096 16384 142607364 64 65 6291456 2048 0 132 2147483648 4 256 1073741824 4198400 1073741956 135331840 1048593 71329056 8391825 2227202114 128 is_linear=0 shrinkage=0.01 Tree=311 num_leaves=29 num_cat=7 split_feature=19 16 3 17 1 25 0 0 1 26 0 8 17 25 10 5 25 3 7 7 24 2 25 0 0 25 7 25 split_gain=5.46984e+06 1.28238e+07 2.6194e+07 1.01541e+07 5.83617e+06 5.7327e+07 1.42864e+08 4.96419e+07 5.21868e+07 8.56374e+06 8.4371e+06 6.67422e+06 4.20004e+06 4.18582e+06 2.48666e+06 1.99045e+06 3.44211e+06 5.49805e+06 7.47755e+06 2.99967e+06 1.65313e+06 926609 2.81242e+06 5.2271e+06 2.11565e+06 878094 820248 629174 threshold=3260.8512500000006 3006.0949125000006 373.20250000000004 1179.9325000000001 678.28840000000002 0 2778.6210000000005 2778.6210000000005 2781.5828000000006 2022.5000000000002 887.79240000000016 2971.7767500000004 247.44975000000002 1 262.77300000000008 236.84755000000004 2 991.56000000000017 659.5150000000001 1941.9625000000003 3 624.21400000000006 4 1117.6621800000003 688.40820000000008 5 2822.9627650000007 6 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 9 2 2 2 1 2 9 2 2 9 2 9 left_child=1 4 -3 -2 15 6 9 11 14 10 -6 13 -11 -7 -9 21 17 25 -19 20 -18 26 24 -24 -23 -17 27 -1 right_child=3 2 -4 -5 5 7 -8 8 -10 12 -12 -13 -14 -15 -16 16 19 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 leaf_value=0.1513817295863171 -1.5034180080322992 0.38646619565146312 -13.959619026184082 8.1143552639173429 2.9217199229172297 0.96058064651255526 26.06761602467504 -4.214599410837347 -20.379711141586306 -0.41102921402972675 10.021257854808461 -4.9974853960673018 4.545323237464542 -0.099779566924112884 0.65739545822143552 0.21122147077191486 0.24460131567654725 0.73003689329502952 6.51318185461892 -2.8221494767472555 -0.22673541681609613 -0.38997314905052755 0.39212326329888647 4.0212351167485831 -3.7257053502400717 0.7168398848997326 -1.5384506716047015 -0.0086174914280266 leaf_weight=2465 21 35 20 23 70 602 29 22 24 92 22 24 21 952 20 812 1724 59 36 37 1294 201 721 42 21 625 35 353235 leaf_count=2465 21 35 20 23 70 602 29 22 24 92 22 24 21 952 20 812 1724 59 36 37 1294 201 721 42 21 625 35 353235 internal_value=0 -0.00198676 -4.83029 3.52405 -0.00125557 0.554764 5.07617 -0.118947 -8.61646 2.35427 4.61944 0.235708 0.510063 0.31653 -1.8946 -0.00414565 0.202839 0.587785 2.92154 0.00784867 0.0425698 -0.00680723 0.299481 0.584234 -0.675105 0.43759 -0.00765531 -0.00750468 internal_weight=0 363240 55 44 363185 1878 234 1644 66 205 92 1578 113 1554 42 361307 4587 1532 95 3055 3018 356720 985 763 222 1437 355735 355700 internal_count=363284 363240 55 44 363185 1878 234 1644 66 205 92 1578 113 1554 42 361307 4587 1532 95 3055 3018 356720 985 763 222 1437 355735 355700 cat_boundaries=0 7 14 20 21 28 31 37 cat_threshold=1048576 0 64 0 16384 0 128 17920 1207993408 4368 1073807360 0 0 4 67470368 1082393192 67633728 2147745793 4096 16384 3857 142607364 64 65 6291456 2048 0 132 32768 64 576 0 65536 1 4194304 8390784 2214600704 is_linear=0 shrinkage=0.01 Tree=312 num_leaves=25 num_cat=2 split_feature=19 17 12 15 1 4 5 8 0 3 24 0 6 5 8 10 7 2 13 0 7 24 9 12 split_gain=5.36099e+06 1.1086e+07 2.52097e+07 1.09031e+07 5.66009e+06 1.50121e+07 4.94445e+07 3.40907e+07 1.0601e+07 2.88167e+07 4.96008e+06 7.06998e+06 2.43785e+06 2.09653e+06 2.24594e+06 3.34991e+06 2.11416e+06 960227 1.97668e+06 1.58227e+06 803965 624386 358020 284074 threshold=3260.8512500000006 2221.3567500000004 1621.2640000000004 1947.7010000000002 678.28840000000002 2693.9010000000007 1016.9325000000002 1148.5039000000004 2778.6210000000005 297.12438000000003 0 992.19979999999998 1529.30718 236.84755000000004 2971.7767500000004 1935.1350000000002 190.45082400000004 624.21400000000006 1063.1169900000002 1519.5755740000002 2822.9627650000007 1 487.08190000000008 17.831000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 4 22 -2 13 8 -7 -8 10 -10 11 -6 -12 17 15 16 -15 20 19 -19 21 -1 23 -3 right_child=3 2 -4 -5 5 6 7 -9 9 -11 12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.026156308839017983 -1.0553956806659699 -0.21874029437700909 -12.823927426338196 8.941865142822266 0.66406700472327052 17.961955115908669 -9.0712280654907236 6.4951194134880517 5.4139105987548826 -8.8995122476724475 0.11819197595923056 3.1756836200650058 -2.0921262933623117 0.066873203707567011 -3.1350830917358401 3.1800349305805407 0.55379467480994282 0.16488872194545157 3.0256493234634401 2.7140626599311828 -1.5230661621093751 0.0019631494537741558 0.63475269226800823 -1.8324345815181733 leaf_weight=118323 24 24 22 20 685 21 24 34 22 39 853 134 53 3299 20 38 1222 935 26 25 35 237365 21 20 leaf_count=118323 24 24 22 20 685 21 24 34 22 39 853 134 53 3299 20 38 1222 935 26 25 35 237365 21 20 internal_value=0 -0.00196636 -3.57121 3.48881 -0.00111128 0.548372 4.81425 0.0538722 0.35968 -3.73729 0.504558 1.06204 -0.0109879 -0.00394776 0.208668 0.223337 0.198485 -0.00667707 0.304959 0.231273 -0.00754087 -0.00739174 -0.439518 -0.952238 internal_weight=0 363240 87 44 363153 1865 79 58 1786 61 1725 819 906 361288 4579 4559 4521 356709 986 960 355723 355688 65 44 internal_count=363284 363240 87 44 363153 1865 79 58 1786 61 1725 819 906 361288 4579 4559 4521 356709 986 960 355723 355688 65 44 cat_boundaries=0 1 2 cat_threshold=316 2696 is_linear=0 shrinkage=0.01 Tree=313 num_leaves=28 num_cat=3 split_feature=19 16 3 15 1 25 1 9 1 3 8 7 5 5 26 5 25 3 7 7 16 18 7 25 5 19 6 split_gain=5.25431e+06 1.24263e+07 2.55128e+07 1.06861e+07 5.61987e+06 5.61073e+07 1.2891e+08 8.00282e+07 4.00054e+07 2.69098e+07 8.24928e+06 4.7584e+06 4.19165e+06 6.0631e+06 2.35175e+06 1.91161e+06 3.36728e+06 5.3779e+06 7.32351e+06 2.94132e+06 1.64485e+06 900718 789946 716256 972500 744020 25440.2 threshold=3260.8512500000006 3006.0949125000006 373.20250000000004 1947.7010000000002 678.28840000000002 0 2781.5828000000006 85.335000000000022 2781.5828000000006 1282.3492500000004 2971.7767500000004 1538.3385000000001 1146.4585000000004 470.72165250000006 2022.5000000000002 236.84755000000004 1 991.56000000000017 659.5150000000001 1941.9625000000003 800.99300000000005 833.30100000000004 2822.9627650000007 2 7.9537500000000003 213.05270000000004 141.02500000000003 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 left_child=1 4 -3 -2 15 6 12 -8 10 14 11 -7 13 -6 -10 22 17 21 -19 20 -18 -17 23 24 -1 -25 -24 right_child=3 2 -4 -5 5 8 7 -9 9 -11 -12 -13 -14 -15 -16 16 19 18 -20 -21 -22 -23 26 25 -26 -27 -28 leaf_value=0.17168657739587262 -1.0448417325814565 0.39364089284624371 -13.764655357360839 8.8524466371536263 1.1177878174308076 0.28054058740592813 30.684401627268112 5.1975550634210768 -4.0711377653964727 -12.638306997198809 -5.628569501793903 2.932845781655379 -2.4436161645889283 6.48221659526825 -0.68007504194210744 0.39833432158857313 0.078084175760868221 0.7188068387063884 6.4420778955684774 -2.7964098492184202 -1.4024884956533259 2.3519815301895144 -1.151553092229934 -0.0082386483006321246 1.7526657862663269 0.24990943690176523 -1.6498951339721679 leaf_weight=1425 24 35 20 20 134 1430 28 22 43 38 23 71 25 25 39 1413 2941 59 36 37 77 24 21 354094 40 1120 20 leaf_count=1425 24 35 20 20 134 1430 28 22 43 38 23 71 25 25 39 1413 2941 59 36 37 77 24 21 354094 40 1120 20 internal_value=0 -0.0019467 -4.75483 3.45393 -0.00122693 0.544392 5.01745 19.4702 -0.122061 -5.68198 0.314927 0.405999 1.36276 1.96125 -2.45832 -0.00406295 0.19878 0.579519 2.88763 0.0059337 0.0403095 0.430963 -0.00667128 -0.00651173 0.213397 -0.00742449 -1.39465 internal_weight=0 363240 55 44 363185 1878 234 50 1644 120 1524 1501 184 159 82 361307 4587 1532 95 3055 3018 1437 356720 356679 1465 355214 41 internal_count=363284 363240 55 44 363185 1878 234 50 1644 120 1524 1501 184 159 82 361307 4587 1532 95 3055 3018 1437 356720 356679 1465 355214 41 cat_boundaries=0 7 13 19 cat_threshold=1048576 0 64 0 16384 0 128 67470368 1082393192 67633728 2147745793 4096 16384 0 0 0 4194304 8390784 67117056 is_linear=0 shrinkage=0.01 Tree=314 num_leaves=21 num_cat=1 split_feature=19 16 3 15 1 11 6 3 3 6 26 15 5 8 10 7 10 0 24 7 split_gain=5.14975e+06 1.2179e+07 2.5005e+07 1.04735e+07 5.50803e+06 1.08956e+07 7.88022e+06 1.5343e+07 9.54602e+06 3.8874e+07 4.85092e+06 4.82101e+06 1.87357e+06 2.26002e+06 3.49368e+06 1.87356e+06 831146 749415 1.66645e+06 751972 threshold=3260.8512500000006 3006.0949125000006 373.20250000000004 1947.7010000000002 678.28840000000002 3182.0603000000006 1937.6795000000002 2725.8677800000005 2725.8677800000005 214.72600000000003 2022.5000000000002 489.64450000000005 236.84755000000004 2971.7767500000004 1935.1350000000002 190.45082400000004 3056.7500000000005 21.467000000000002 0 2822.9627650000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 4 -3 -2 12 6 8 11 10 -10 -6 -8 16 14 15 -14 17 19 -19 -1 right_child=3 2 -4 -5 5 -7 7 -9 9 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 leaf_value=-0.010505522252735003 -1.0343933293223382 0.38970444093431744 -13.627008800506593 8.7639223308563245 1.0214973020989413 6.7302829047611787 1.6240866367489684 -9.2688526789347332 -3.0518217052732197 14.493916964323624 -0.046478866873408617 -4.0689057577224004 0.062350195201430571 -3.0762403034028551 3.2313467597961427 0.51977515276488095 -1.7294351100921632 0.14806004869519179 -0.014543163167791901 -1.5937940699259441 leaf_weight=329271 24 35 20 20 824 28 51 24 28 23 879 21 3299 21 38 1229 28 9818 17573 30 leaf_count=329271 24 35 20 20 824 28 51 24 28 23 879 21 3299 21 38 1229 28 9818 17573 30 internal_value=0 -0.00192723 -4.70728 3.41939 -0.00121467 0.538948 0.445242 -2.34449 0.597929 4.86096 0.470264 -0.0363695 -0.00402232 0.196792 0.211846 0.186506 -0.00660456 -0.00646932 0.0437889 -0.0106498 internal_weight=0 363240 55 44 363185 1878 1850 96 1754 51 1703 72 361307 4587 4566 4528 356720 356692 27391 329301 internal_count=363284 363240 55 44 363185 1878 1850 96 1754 51 1703 72 361307 4587 4566 4528 356720 356692 27391 329301 cat_boundaries=0 1 cat_threshold=54 is_linear=0 shrinkage=0.01 Tree=315 num_leaves=23 num_cat=2 split_feature=14 16 11 5 25 2 0 2 7 2 9 24 0 0 8 6 3 5 7 11 10 4 split_gain=6.15056e+06 1.01207e+07 3.61669e+06 2.2174e+07 2.57461e+06 1.72889e+08 3.6868e+07 1.40451e+08 5.03544e+06 4.38307e+06 4.40829e+06 3.44863e+06 8.60505e+06 7.5135e+06 2.71406e+06 7.75023e+06 2.9767e+06 5.14225e+06 1.53751e+06 985552 968462 9265.64 threshold=3182.0603000000006 3006.0949125000006 3182.0603000000006 1312.9050000000002 0 2682.0900000000006 2778.6210000000005 2682.0900000000006 1131.6606400000003 1107.4580000000003 360.85390500000005 1 275.71500000000009 1275.1415000000002 2971.7767500000004 551.27100000000007 297.12438000000003 2871.8940000000007 279.22250000000003 1670.1750000000002 3056.7500000000005 55.211440000000003 decision_type=2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 19 4 18 5 8 14 9 11 10 -8 12 -1 -13 16 21 20 -18 -4 -2 -6 -16 right_child=1 -3 3 -5 6 -7 7 -9 -10 -11 -12 13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 leaf_value=0.63878598085572169 -1.6445161342620851 -8.7530851028079084 0.19604738624007614 11.150250862121581 -0.0059566991498412793 27.025841030279793 -0.82477908240424258 -28.972113331386023 -3.5013918187068063 2.512369600023542 -6.0319374347868413 0.029773135807760025 7.3593359289169316 -4.7779723118290756 0.67916192340850834 -6.8624824333190917 0.23038442082458169 4.318114317001835 -3.4117205156598773 1.1108034360976446 1.8538996083395822 0.37476677608489994 leaf_weight=402 34 21 27 20 355807 24 72 21 39 28 21 2170 20 33 20 22 4228 31 21 21 28 20 leaf_count=402 34 21 27 20 355807 24 72 21 39 28 21 2170 20 33 20 22 4228 31 21 21 28 20 internal_value=0 -2.84739 -0.00229714 2.30371 -0.00272914 0.305033 -0.00503352 -5.09946 0.0654501 -0.956268 -2.00059 0.118443 0.935136 -0.0420539 -0.00302506 -2.0951 -0.00266486 0.260138 -1.38235 -0.592485 -0.00581035 0.526964 internal_weight=0 76 363054 68 362986 2688 360298 142 2664 121 93 2625 422 2203 360156 62 360094 4259 48 55 355835 40 internal_count=363130 76 363054 68 362986 2688 360298 142 2664 121 93 2625 422 2203 360156 62 360094 4259 48 55 355835 40 cat_boundaries=0 6 7 cat_threshold=1048576 0 0 0 128 16384 3 is_linear=0 shrinkage=0.01 Tree=316 num_leaves=21 num_cat=2 split_feature=14 16 11 1 25 2 0 2 7 2 9 13 8 2 3 25 20 12 1 11 split_gain=6.02817e+06 9.91934e+06 3.54472e+06 2.0978e+07 2.52338e+06 1.69449e+08 3.61343e+07 1.37656e+08 4.93523e+06 4.29585e+06 4.32057e+06 3.57706e+06 2.66005e+06 5.02112e+06 2.91746e+06 4.36523e+06 1.90986e+06 1.71759e+06 1.07402e+06 965939 threshold=3182.0603000000006 3006.0949125000006 3182.0603000000006 1256.4300000000001 0 2682.0900000000006 2778.6210000000005 2682.0900000000006 1131.6606400000003 1107.4580000000003 360.85390500000005 1063.1169900000002 2971.7767500000004 723.85250000000008 297.12438000000003 1 371.52500000000003 133.16653500000001 2781.5828000000006 1670.1750000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=2 19 4 17 5 8 12 9 11 10 -8 16 14 -14 18 -16 -1 -4 -6 -2 right_child=1 -3 3 -5 6 -7 7 -9 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 leaf_value=0.11022862848050373 -1.6280709451787612 -8.6655546514760893 0.057233375167846684 10.049753981880519 -0.0055192301042502534 26.755582139492034 -0.8165312374962701 -28.682392142159596 -3.4663778891930215 2.4872457572392053 -5.9716180024828223 4.2278961136227569 0.18746716850682307 -5.6550347654024753 0.51401855471334013 -0.14075446948709935 -2.7238133931159973 -3.87447642993927 -1.3010740216448904 1.0996953782581147 leaf_weight=2580 34 21 25 23 355771 24 72 21 39 28 21 21 38 24 2585 1674 24 20 64 21 leaf_count=2580 34 21 25 23 355771 24 72 21 39 28 21 21 38 24 2585 1674 24 20 64 21 internal_value=0 -2.81891 -0.00227417 2.28067 -0.00270185 0.301983 -0.00498319 -5.04846 0.0647956 -0.946705 -1.98058 0.117259 -0.00299481 -2.07415 -0.00263821 0.257536 0.0841084 -1.69019 -0.00575225 -0.58656 internal_weight=0 76 363054 68 362986 2688 360298 142 2664 121 93 2625 360156 62 360094 4259 2604 45 355835 55 internal_count=363130 76 363054 68 362986 2688 360298 142 2664 121 93 2625 360156 62 360094 4259 2604 45 355835 55 cat_boundaries=0 6 13 cat_threshold=1048576 0 0 0 128 16384 136692772 142640192 201855316 68157440 8455168 128 128 is_linear=0 shrinkage=0.01 Tree=317 num_leaves=21 num_cat=3 split_feature=14 16 11 5 25 2 1 2 7 0 11 13 24 8 0 2 25 0 7 11 split_gain=5.90821e+06 9.72195e+06 3.47417e+06 2.15699e+07 2.47316e+06 1.66077e+08 3.55709e+07 1.07782e+08 4.83702e+06 3.59729e+06 3.81222e+06 3.50587e+06 3.6656e+06 2.52233e+06 3.13653e+06 2.77933e+06 3.30351e+06 2.06995e+06 1.51167e+06 946717 threshold=3182.0603000000006 3006.0949125000006 3182.0603000000006 1312.9050000000002 0 2682.0900000000006 2781.5828000000006 2682.0900000000006 1131.6606400000003 22.611000000000004 640.9625000000002 1063.1169900000002 1 2971.7767500000004 286.09000000000009 189.07500000000002 2 2778.6210000000005 279.22250000000003 1670.1750000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 left_child=2 19 4 18 5 8 13 9 11 -8 -11 12 -1 15 -15 17 -17 -6 -4 -2 right_child=1 -3 3 -5 6 -7 7 -9 -10 10 -12 -13 -14 14 -16 16 -18 -19 -20 -21 leaf_value=0.9247077049853073 -1.6117902250850902 -8.5788993973959062 0.18744791172168873 10.9830539188385 -0.0062363349080275382 26.488025849660239 2.1154534220695496 -22.593011376517161 -3.4317141215006512 -3.0947394542370814 1.9572410316467284 4.1856170636131651 -0.083323708271852495 -0.14386255557720479 -4.5777288959644462 0.40436473235259796 -0.029303313318075161 -1.9642505860770192 -3.3898754764738541 1.0886983826046899 leaf_weight=422 34 21 27 20 353010 24 33 28 39 59 20 21 2182 39 27 3615 3413 54 21 21 leaf_count=422 34 21 27 20 353010 24 33 28 39 59 20 21 2182 39 27 3615 3413 54 21 21 internal_value=0 -2.79072 -0.00225133 2.25786 -0.00267473 0.298963 -0.00493325 -5.04457 0.0641476 -0.657454 -1.81576 0.116086 0.0832673 -0.00297439 -1.95772 -0.00261611 0.194297 -0.00653581 -1.37763 -0.580695 internal_weight=0 76 363054 68 362986 2688 360298 140 2664 112 79 2625 2604 360158 66 360092 7028 353064 48 55 internal_count=363130 76 363054 68 362986 2688 360298 140 2664 112 79 2625 2604 360158 66 360092 7028 353064 48 55 cat_boundaries=0 6 7 14 cat_threshold=1048576 0 0 0 128 16384 3 2351218688 142935616 201326864 2359297 8409856 0 132 is_linear=0 shrinkage=0.01 Tree=318 num_leaves=19 num_cat=0 split_feature=14 19 5 11 5 3 10 1 26 10 7 8 5 7 5 10 9 7 split_gain=5.79064e+06 9.53086e+06 1.52436e+07 3.40504e+06 2.11406e+07 1.80215e+06 1.812e+06 1.7286e+06 6.5711e+06 2.36451e+07 9.48821e+06 2.67274e+06 5.43531e+06 1.48159e+06 1.20521e+06 983321 770314 759505 threshold=3182.0603000000006 151.25000000000003 923.46450000000016 3182.0603000000006 1312.9050000000002 117.64300000000001 3056.7500000000005 1892.2623000000001 2022.5000000000002 312.03250000000008 912.83060000000012 2971.7767500000004 2871.8940000000007 279.22250000000003 2871.8940000000007 3056.7500000000005 2854.0889000000006 2822.9627650000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 13 14 7 11 10 -10 -9 12 -7 -5 15 16 17 -1 right_child=1 -3 -4 4 -6 6 -8 8 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.0067243455823963287 -0.8508992616591915 2.2951301410675051 -12.048725517272949 0.18557348074736418 10.873223177909852 0.14815095239439688 -2.2876898476385303 -0.65557286906242374 -8.8070624916177049 1.307298341039884 6.6323166606737223 -2.8289726238250732 4.5600689779009143 -3.355976751418341 -1.7872984645241186 1.9383635256840632 1.4986820636076086 1.6116697890183023 leaf_weight=352353 31 25 20 27 20 10217 31 80 38 59 23 30 28 21 38 26 34 29 leaf_count=352353 31 25 20 27 20 10217 31 80 38 59 23 30 28 21 38 26 34 29 internal_value=0 -2.76282 -5.2422 -0.00222848 2.23529 -0.00264764 0.126415 0.133559 -0.787202 -2.65503 0.97182 0.151481 0.160209 -1.36385 -0.00649447 -0.00630246 -0.00644593 -0.00659116 internal_weight=0 76 51 363054 68 362986 10506 10475 200 97 103 10275 10245 48 352480 352442 352416 352382 internal_count=363130 76 51 363054 68 362986 10506 10475 200 97 103 10275 10245 48 352480 352442 352416 352382 is_linear=0 shrinkage=0.01 Tree=319 num_leaves=22 num_cat=2 split_feature=14 16 11 1 25 2 0 2 7 2 9 13 8 6 3 25 20 6 1 11 4 split_gain=5.6754e+06 9.52274e+06 3.33728e+06 2.02322e+07 2.42234e+06 1.62663e+08 3.49581e+07 1.33597e+08 4.7464e+06 4.17416e+06 4.21826e+06 3.43158e+06 2.49583e+06 7.4176e+06 2.82077e+06 4.27799e+06 1.86536e+06 1.31446e+06 1.02906e+06 958868 6139.04 threshold=3182.0603000000006 3006.0949125000006 3182.0603000000006 1256.4300000000001 0 2682.0900000000006 2778.6210000000005 2682.0900000000006 1131.6606400000003 1107.4580000000003 360.85390500000005 1063.1169900000002 2971.7767500000004 551.27100000000007 297.12438000000003 1 371.52500000000003 55.128000000000007 2781.5828000000006 1670.1750000000002 55.211440000000003 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 19 4 17 5 8 12 9 11 10 -8 16 14 20 18 -16 -1 -4 -6 -2 -14 right_child=1 -3 3 -5 6 -7 7 -9 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=0.10830680109681778 -1.5856106564577888 -8.4637541523433875 -0.015175225216409434 9.8426697457355008 -0.0053891162418145764 26.214354238510133 -0.79366880390379169 -28.248508754003616 -3.3994466263208638 2.460236466271537 -5.8873582653772267 4.1411399369012738 0.67996192169189462 -6.6730555638399993 0.51170028983479232 -0.13416062442429882 -2.6925242161750793 -3.4342242310263895 -1.2735359653458 1.1321528775351388 0.43219115352630616 leaf_weight=2580 34 21 23 23 355771 24 72 21 39 28 21 21 20 22 2549 1710 24 22 64 21 20 leaf_count=2580 34 21 23 23 355771 24 72 21 39 28 21 21 20 22 2549 1710 24 22 64 21 20 internal_value=0 -2.73519 -0.00220619 2.21293 -0.00262117 0.295901 -0.00485637 -4.96557 0.0635122 -0.924728 -1.94386 0.114962 -0.00290062 -2.0091 -0.0025552 0.253272 0.0824927 -1.68671 -0.0056172 -0.547919 0.556077 internal_weight=0 76 363054 68 362986 2688 360298 142 2664 121 93 2625 360156 62 360094 4259 2604 45 355835 55 40 internal_count=363130 76 363054 68 362986 2688 360298 142 2664 121 93 2625 360156 62 360094 4259 2604 45 355835 55 40 cat_boundaries=0 6 13 cat_threshold=1048576 0 0 0 128 16384 136692768 142640192 201855316 68157440 8455168 128 128 is_linear=0 shrinkage=0.01 Tree=320 num_leaves=37 num_cat=7 split_feature=0 3 9 26 3 3 24 3 4 25 0 24 4 13 4 11 3 13 0 0 23 25 24 2 7 2 2 0 9 25 10 7 4 25 7 26 split_gain=2.49166e+07 3.33113e+07 3.51923e+07 2.44192e+07 2.41964e+07 4.27234e+06 1.22618e+07 7.29904e+07 1.205e+07 6.65655e+06 4.72966e+06 4.47989e+06 5.29544e+06 3.54703e+06 3.26123e+06 2.1819e+06 1.91112e+06 1.83318e+06 1.20896e+06 1.4204e+06 3.94e+06 3.35675e+06 6.34456e+06 1.82227e+06 1.16512e+06 838376 905669 873903 808639 4.05465e+06 4.31319e+07 1.02575e+06 822409 2.44412e+06 960134 112612 threshold=2778.6210000000005 2725.8677800000005 16.583000000000002 2022.5000000000002 26.141250000000007 481.20000000000005 0 1493.1141200000004 2693.9010000000007 1 992.19979999999998 2 629.95226050000008 676.19050000000004 1888.1190000000004 1670.1750000000002 267.43912000000006 515.09000000000003 1884.2950000000003 233.46861500000003 8.5912500000000005 3 4 486.17193650000007 7.7340000000000009 967.39580000000012 258.87100000000004 30.001000000000001 30.933000000000003 5 246.87250000000003 1131.6606400000003 508.93250000000006 6 2822.9627650000007 2022.5000000000002 decision_type=2 2 2 2 2 2 1 2 2 9 2 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 2 9 2 2 left_child=5 3 -3 4 -2 18 7 25 9 14 -10 17 -13 16 15 -8 -5 -11 19 28 21 22 -21 -23 35 26 27 -7 32 30 -30 -31 34 -34 -1 -20 right_child=1 2 -4 13 -6 6 8 -9 10 11 -12 12 -14 -15 -16 -17 -18 -19 24 20 -22 23 -24 -25 -26 -27 -28 -29 29 31 -32 -33 33 -35 -36 -37 leaf_value=-0.0094169084225058895 10.105599649118822 20.149836808984929 2.808150674057007 -2.8483482271830241 -2.1146178856262794 -0.45890804248385964 -0.23984041358181771 19.274877661466601 -0.98944138600276066 0.29442066267447742 -6.6552848681281596 0.80398689238889987 2.7562625161946168 -5.9289486042658481 -4.2403827095031739 -3.5893158435821535 1.1423944811820983 -1.1981431937970615 -0.13837165842453639 2.5945100222119861 3.3676486713007878 -0.0097843070251952165 0.1201804469071126 0.62677971308924763 -2.7936339227084455 1.913638143157959 -1.7010236831947609 1.7230750763800837 0.15000183913081175 0.04928866598389646 14.094066484769185 -1.0100813341140746 1.6936162171797318 0.092681127176435771 1.9503836151123048 -1.0023627133802935 leaf_weight=339642 43 22 25 30 26 45 705 24 26 615 34 741 171 24 22 20 20 95 48 147 38 4317 321 502 29 25 27 31 293 14016 24 92 100 748 25 22 leaf_count=339642 43 22 25 30 26 45 705 24 26 615 34 741 171 24 22 20 20 95 48 147 38 4317 321 502 29 25 27 31 293 14016 24 92 100 748 25 22 internal_value=0 3.62191 10.9255 1.22142 5.50088 -0.000357481 0.405048 3.0696 0.224745 0.337762 -4.20009 0.695049 1.15735 -2.76888 -0.44143 -0.33224 -1.25205 0.093396 -0.00326107 -0.00295745 0.159154 0.136093 0.935393 0.0564101 -1.10817 0.27092 -0.127798 0.431111 -0.00538952 0.0679453 1.16883 0.0423504 -0.00849615 0.302535 -0.00927266 -0.409912 internal_weight=0 190 47 143 69 362945 2581 152 2429 2369 60 1622 912 74 747 725 50 710 360364 360265 5325 5287 468 4819 99 128 103 76 354940 14425 317 14108 340515 848 339667 70 internal_count=363135 190 47 143 69 362945 2581 152 2429 2369 60 1622 912 74 747 725 50 710 360364 360265 5325 5287 468 4819 99 128 103 76 354940 14425 317 14108 340515 848 339667 70 cat_boundaries=0 1 6 7 12 13 19 26 cat_threshold=2048 2224292352 360484 1048576 1147142177 4196352 1673 1311360 8389124 67108864 4259840 64 2054 8388608 262144 0 512 0 2048 1048576 262144 1048576 0 4194304 0 4 is_linear=0 shrinkage=0.01 Tree=321 num_leaves=33 num_cat=7 split_feature=0 1 9 2 26 1 25 3 6 5 25 24 0 6 9 15 0 0 6 4 24 25 9 11 6 25 9 25 2 8 1 26 split_gain=2.44207e+07 5.09772e+07 1.07382e+08 7.16057e+06 1.22184e+07 4.53165e+06 1.91304e+07 5.94296e+07 9.48197e+06 8.11215e+06 5.51482e+06 7.3476e+06 5.03232e+06 3.00067e+06 2.61297e+06 2.04086e+06 1.80991e+06 2.11248e+06 3.60601e+06 3.10764e+06 2.49906e+06 3.78357e+06 1.67989e+06 2.69085e+06 1.59262e+06 1.36001e+06 1.03042e+06 4.43142e+06 824848 248056 81761.2 155280 threshold=2778.6210000000005 2781.5828000000006 85.335000000000022 137.75200000000004 2022.5000000000002 786.89439000000004 0 698.94000000000005 2976.3936000000008 2871.8940000000007 1 2 6.8327500000000017 93.010000000000005 1329.0550000000001 1020.6662500000001 1884.2950000000003 233.46861500000003 1937.6795000000002 480.67500000000001 3 4 1972.2770000000003 789.79950000000008 187.99950000000001 5 30.933000000000003 6 486.17193650000007 487.53114000000005 14.954500000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 9 1 2 2 2 2 2 2 2 2 1 9 2 2 2 9 2 9 2 2 2 2 left_child=5 3 -3 4 -2 16 7 12 9 10 11 -8 -7 -5 -15 -12 17 22 20 -20 25 -22 26 29 30 -19 28 -28 -1 -24 31 -18 right_child=1 2 -4 13 -6 6 8 -9 -10 -11 15 -13 -14 14 -16 -17 24 18 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31 -32 -33 leaf_value=-0.0092855457062054423 7.3680784902265 28.80468195134943 -0.28204448890686035 -4.1610978596785975 -1.5841334584554037 3.5438244500160216 3.3051500211556757 19.978520223299665 -5.7538650853817286 4.9604737276483233 -0.31356382010722983 0.21715735366109942 -1.5043592232924241 2.059239425292382 -2.6233886872638359 1.7446541991888307 -2.515299522143144 -0.71122710388554022 0.3737858593463898 5.4626991335550938 0.58285671646105963 -0.027215090874879166 0.11732236357296215 -3.8678919930293643 0.60841882399150304 -0.012579932722115186 1.0705005920480151 0.046770143156635149 0.27142702950125652 -1.1967048363685608 -2.7715891571044922 -1.3432780666351318 leaf_weight=340035 31 22 30 29 30 40 110 21 26 37 870 234 39 26 22 51 26 353 24 24 2154 1924 51 29 28 1212 426 14121 1050 20 20 20 leaf_count=340035 31 22 30 29 30 40 110 21 26 37 870 234 39 26 22 51 26 353 24 24 2154 1924 51 29 28 1212 426 14121 1050 20 20 20 internal_value=0 3.58569 12.0239 0.406089 2.96535 -0.000352666 0.56187 4.56938 0.224005 0.345099 0.210104 1.27007 1.05168 -1.62138 -0.0869651 -0.197447 -0.00257346 -0.00221261 0.188929 2.91824 0.165713 0.295662 -0.0052705 -1.3012 -1.38999 -0.173681 -0.0049061 0.0775175 -0.0084214 -0.252826 -2.23781 -2.00572 internal_weight=0 190 52 138 61 362945 1428 100 1328 1302 1265 344 79 77 48 921 361517 361423 5691 48 5643 4078 355732 100 94 1565 355632 14547 341085 71 66 46 internal_count=363135 190 52 138 61 362945 1428 100 1328 1302 1265 344 79 77 48 921 361517 361423 5691 48 5643 4078 355732 100 94 1565 355632 14547 341085 71 66 46 cat_boundaries=0 7 14 15 16 23 30 36 cat_threshold=0 0 80 0 0 0 128 3145728 134218816 256 1073741824 16384 0 4 2436 897 9815680 142607876 101187840 38010881 8393984 16386 132 11796996 32 1572928 2097152 16384 0 132 8388608 134479872 0 4194816 0 2048 is_linear=0 shrinkage=0.01 Tree=322 num_leaves=35 num_cat=4 split_feature=0 1 14 2 26 1 25 3 6 5 25 26 6 9 9 15 0 0 6 13 25 23 9 11 6 2 1 9 25 10 2 3 1 26 split_gain=2.39347e+07 4.99627e+07 1.0811e+08 7.01808e+06 1.19752e+07 4.44539e+06 1.81333e+07 5.54856e+07 9.2728e+06 6.44613e+06 5.59824e+06 8.04255e+06 2.94096e+06 2.81477e+06 2.56097e+06 2.00024e+06 1.77389e+06 2.07037e+06 3.53426e+06 4.75539e+06 2.22891e+06 3.99991e+06 1.64646e+06 2.6373e+06 1.56093e+06 1.34367e+06 1.55957e+06 1.0101e+06 4.34534e+06 996339 872189 187381 80134.2 152190 threshold=2778.6210000000005 2781.5828000000006 85.33120000000001 137.75200000000004 2022.5000000000002 786.89439000000004 0 648.27500000000009 2976.3936000000008 2871.8940000000007 1 2022.5000000000002 93.010000000000005 101.09376000000002 1329.0550000000001 1020.6662500000001 1884.2950000000003 233.46861500000003 1937.6795000000002 29.427500000000006 2 3.9660000000000002 1972.2770000000003 789.79950000000008 187.99950000000001 65.574000000000012 1256.4300000000001 30.933000000000003 3 1330.1795 1107.4580000000003 9.8800000000000008 14.954500000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=5 3 -3 4 -2 16 7 13 9 10 11 -8 -5 25 -14 -12 17 22 20 -20 21 -19 27 31 32 26 -7 29 -29 -1 -22 -24 33 -18 right_child=1 2 -4 12 -6 6 8 -9 -10 -11 15 -13 14 -15 -16 -17 24 18 19 -21 30 -23 23 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 leaf_value=-0.0086670384286174247 7.294397671607233 23.771163650020476 -5.6150866899036229 -4.1194868015420854 -1.5682921078999836 3.31643612428145 2.9268417962343416 19.746414276123048 -5.6963265228271487 4.3391562004578423 -0.31042818317742188 -0.17756181504991317 2.0386471051436201 -2.0034374198913576 -2.5971548934416337 1.7272076954561122 -2.4901464519133936 0.31582144626375508 5.6649360600224252 -0.67992312976292202 -0.078192981831010672 4.6950677426656089 0.071411524940939511 -3.8292131113183911 0.60233463219233918 4.4419558520317075 -0.30119950514573318 1.0600411182997425 0.046302772108392939 0.8772284515448443 1.3921519993572702 -1.0706568140983581 -2.7438732080459598 -1.3298452787399293 leaf_weight=340958 31 31 21 29 30 22 163 20 26 39 870 171 26 20 22 51 26 3062 27 21 2519 21 51 29 28 20 26 426 14121 127 41 20 20 20 leaf_count=340958 31 31 21 29 30 22 163 20 26 39 870 171 26 20 22 51 26 3062 27 21 2519 21 51 29 28 20 26 426 14121 127 41 20 20 20 internal_value=0 3.54984 11.9036 0.402028 2.9357 -0.000347907 0.556498 4.31211 0.214925 0.335359 0.210938 1.29858 -1.60516 1.29433 -0.0860955 -0.195473 -0.00254746 -0.00219022 0.187037 2.88906 0.164053 0.344533 -0.00521748 -1.28818 -1.37609 2.26426 1.35688 -0.00485672 0.07675 -0.00833718 -0.0544319 -0.250298 -2.21543 -1.98567 internal_weight=0 190 52 138 61 362945 1428 108 1320 1294 1255 334 77 88 48 921 361517 361423 5691 48 5643 3083 355732 100 94 68 48 355632 14547 341085 2560 71 66 46 internal_count=363135 190 52 138 61 362945 1428 108 1320 1294 1255 334 77 88 48 921 361517 361423 5691 48 5643 3083 355732 100 94 68 48 355632 14547 341085 2560 71 66 46 cat_boundaries=0 7 12 19 25 cat_threshold=0 0 64 0 0 0 132 3145728 134218816 272 1073741824 16384 144033440 142607872 100668672 38010883 5184 16512 128 8388608 134479872 0 4194816 0 2048 is_linear=0 shrinkage=0.01 Tree=323 num_leaves=37 num_cat=6 split_feature=0 1 14 2 26 1 25 3 6 5 25 24 0 6 9 15 4 25 10 0 3 25 8 17 0 24 2 14 10 10 13 9 2 26 8 1 split_gain=2.34584e+07 4.89685e+07 1.05959e+08 6.87842e+06 1.17369e+07 4.35692e+06 1.84982e+07 5.76381e+07 9.10576e+06 7.81514e+06 5.27023e+06 7.21435e+06 4.94986e+06 2.88244e+06 2.51001e+06 1.96044e+06 1.74897e+06 3.18262e+06 4.97707e+06 2.41013e+06 2.03946e+06 1.52598e+06 2.00844e+06 1.7473e+06 1.34646e+06 5.48812e+06 6.48497e+06 1.31961e+06 795088 892162 640460 721464 614585 349999 226987 93360.1 threshold=2778.6210000000005 2781.5828000000006 85.33120000000001 137.75200000000004 2022.5000000000002 786.89439000000004 0 698.94000000000005 2976.3936000000008 2871.8940000000007 1 2 6.8327500000000017 93.010000000000005 1329.0550000000001 1020.6662500000001 259.56000000000006 3 3056.7500000000005 1884.2950000000003 815.10500000000013 4 26.9785 1381.0875000000003 1275.1415000000002 5 210.00800000000001 184.089 3056.7500000000005 1935.1350000000002 117.09190000000002 754.45500000000004 52.805000000000007 2022.5000000000002 233.65410150000005 181.86450000000002 decision_type=2 2 2 2 2 2 9 2 2 2 9 1 2 2 2 2 2 9 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 -2 16 7 12 9 10 11 -8 -7 -5 -15 -12 19 20 21 24 30 22 -19 -23 28 26 -26 35 29 -1 31 -18 -27 -21 -32 -22 right_child=1 2 -4 13 -6 6 8 -9 -10 -11 15 -13 -14 14 -16 -17 17 18 -20 33 27 23 -24 -25 25 32 -28 -29 -30 -31 34 -33 -34 -35 -36 -37 leaf_value=-0.0051206642382555295 7.2214540690760467 23.533452030304939 -5.5589357058207192 -4.078292041647023 -1.5526092573801678 3.4981873589754104 3.2569143427213034 19.665932272956486 -5.639363154172897 4.8674773610604776 -0.3073239004228307 0.19882158936047162 -1.5084692822969876 2.018260591030121 -2.5711833793466741 1.7099357193591547 -0.10876768565799509 0.45270495876117994 5.3232055969238283 -2.6222163872859059 -1.4869565763927641 0.23288011229133521 2.3507698968999526 2.6992065442841628 1.10849529334477 -0.53018131444328709 6.9102282318115238 -4.1544211044311519 -1.4328397766749064 1.3443196164345255 -0.47223024323112084 1.8121109523177148 -2.3376674903869628 -1.1651101753115654 -1.2748934233188629 -0.53229805421829224 leaf_weight=356716 31 31 21 29 30 40 110 21 26 37 870 234 39 26 22 51 875 162 20 34 21 3034 85 29 84 76 25 20 39 49 95 20 25 32 56 20 leaf_count=356716 31 31 21 29 30 40 110 21 26 37 870 234 39 26 22 51 875 162 20 34 21 3034 85 29 84 76 25 20 39 49 95 20 25 32 56 20 internal_value=0 3.51434 11.7846 0.398008 2.90634 -0.000344123 0.550933 4.49165 0.218722 0.337384 0.204883 1.24108 1.02655 -1.58911 -0.0852346 -0.193518 -0.00252168 0.194795 0.348639 -0.0049735 -0.268707 0.319634 1.06285 0.255397 -0.00462026 0.795875 2.2342 -2.04853 -0.0050914 -0.00493532 -0.167481 -0.065843 -0.889509 -1.91574 -0.769907 -1.02127 internal_weight=0 190 52 138 61 362945 1428 100 1328 1302 1265 344 79 77 48 921 361517 4437 3330 357080 1107 3310 247 3063 357014 210 109 61 356804 356765 1046 895 101 66 151 41 internal_count=363135 190 52 138 61 362945 1428 100 1328 1302 1265 344 79 77 48 921 361517 4437 3330 357080 1107 3310 247 3063 357014 210 109 61 356804 356765 1046 895 101 66 151 41 cat_boundaries=0 7 14 15 22 28 29 cat_threshold=0 0 80 0 0 0 128 3145728 134218816 256 1073741824 16384 0 4 2436 2225864836 134283380 2116 1114644514 18432 2 64 0 1073742336 67108880 262145 66560 16384 3115 is_linear=0 shrinkage=0.01 Tree=324 num_leaves=38 num_cat=5 split_feature=0 1 14 2 1 25 3 6 5 25 12 3 1 9 15 4 25 10 0 3 5 25 2 1 0 24 2 14 0 10 10 13 9 2 8 1 1 split_gain=2.29916e+07 4.7994e+07 1.0385e+08 6.74154e+06 4.27399e+06 1.75515e+07 5.37972e+07 8.90431e+06 6.15345e+06 5.3603e+06 7.47768e+06 2.85265e+06 5.81499e+06 2.75236e+06 1.92143e+06 1.71416e+06 3.11928e+06 4.87803e+06 2.36216e+06 1.99887e+06 1.50104e+06 1.75593e+06 1.32329e+06 1.53579e+06 1.31966e+06 5.37891e+06 6.35592e+06 1.29335e+06 1.24948e+06 779266 876285 627715 707107 602416 222470 91502.3 7803.35 threshold=2778.6210000000005 2781.5828000000006 85.33120000000001 137.75200000000004 786.89439000000004 0 648.27500000000009 2976.3936000000008 2871.8940000000007 1 213.10800000000003 258.76800000000009 1461.4925000000003 101.09376000000002 1020.6662500000001 259.56000000000006 2 3056.7500000000005 1884.2950000000003 815.10500000000013 1908.1960000000001 3 65.574000000000012 1256.4300000000001 1275.1415000000002 4 210.00800000000001 184.089 346.24075000000011 3056.7500000000005 1330.1795 117.09190000000002 754.45500000000004 30.518000000000004 233.65410150000005 181.86450000000002 14.954500000000001 decision_type=2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 -2 15 6 13 8 9 10 -7 -5 -13 22 -11 18 19 20 24 31 21 -18 23 -6 29 26 -26 35 -22 30 -1 32 -17 -27 -33 -21 -20 right_child=1 2 -4 11 5 7 -8 -9 -10 14 -12 12 -14 -15 -16 16 17 -19 36 27 28 -23 -24 -25 25 33 -28 -29 -30 -31 -32 34 -34 -35 -36 -37 -38 leaf_value=-0.0052271544375809336 2.877277509814403 23.298117318922472 -5.5033470848628454 -4.822609040260315 3.2717187760092998 2.2102319552752436 19.437688606262206 -5.5829696376507103 4.2395008319463487 -0.30425066560438313 -1.1741448694400574 2.7053779236201581 -3.6836386816842213 -1.9924925842285157 1.6928363310122023 -0.10768000862002372 1.1455418975739613 5.2699734878540037 -1.8170591855811518 -1.4720870281401137 0.0074204162450937127 0.27264330176095614 4.3887455421686177 -0.31823536212627707 1.0974103684652421 -0.5130835945129395 6.8411259094238277 -4.1128769035339356 -3.2721541082291381 -1.4185113880114679 0.71502127520431435 -0.4675079424004806 1.7939898470640183 -2.2794939774733325 -1.262144489969526 -0.52697507381439213 -2.0452585245215373 leaf_weight=356596 61 31 21 20 22 245 20 26 39 870 89 29 28 20 51 875 243 20 43 21 26 3020 20 26 84 75 25 20 21 39 169 95 20 26 56 20 23 leaf_count=356596 61 31 21 20 22 245 20 26 39 870 89 29 28 20 51 875 243 20 43 21 26 3020 20 26 84 75 25 20 21 39 169 95 20 26 56 20 23 internal_value=0 3.4792 11.6668 0.394028 -0.00033973 0.545666 4.24053 0.209645 0.327655 0.206091 1.27037 -1.57322 -0.433086 1.26851 -0.191583 -0.00249646 0.192847 0.345152 -0.00492376 -0.26602 0.316438 0.341995 2.22763 1.32716 -0.00457406 0.787917 2.21185 -2.02805 -1.45792 -0.00504049 -0.00488597 -0.165806 -0.0651846 -0.880614 -0.762208 -1.01106 -1.89658 internal_weight=0 190 52 138 362945 1428 108 1320 1294 1255 334 77 57 88 921 361517 4437 3330 357080 1107 3310 3263 68 48 357014 210 109 61 47 356804 356765 1046 895 101 151 41 66 internal_count=363135 190 52 138 362945 1428 108 1320 1294 1255 334 77 57 88 921 361517 4437 3330 357080 1107 3310 3263 68 48 357014 210 109 61 47 356804 356765 1046 895 101 151 41 66 cat_boundaries=0 7 12 19 25 26 cat_threshold=0 0 64 0 0 0 132 3145728 134218816 272 1073741824 16384 2225864836 134283380 2116 1114644514 18432 2 64 0 1073742336 67108880 262145 66560 16384 3115 is_linear=0 shrinkage=0.01 Tree=325 num_leaves=39 num_cat=3 split_feature=2 10 4 11 16 6 1 6 8 25 14 15 5 8 4 8 6 1 9 4 25 11 14 8 14 5 26 1 26 10 1 2 11 4 10 26 1 25 split_gain=6.85149e+06 2.89865e+07 7.31343e+07 2.60298e+07 1.78779e+07 1.33839e+07 1.28271e+07 2.79594e+06 6.77114e+06 4.54494e+06 6.19574e+06 5.7946e+06 4.7118e+06 9.40062e+06 4.21675e+06 2.92194e+06 2.32405e+06 2.30794e+06 1.36579e+07 1.80883e+06 2.73233e+06 2.38962e+06 2.09866e+06 1.7366e+06 1.61853e+06 1.82604e+06 1.51427e+06 1.38513e+06 4.2875e+06 1.31071e+06 1.12247e+06 1.94982e+06 2.01694e+06 949127 917249 833646 2.58534e+06 1.06319e+06 threshold=2682.0900000000006 102.72500000000001 2693.9010000000007 3182.0603000000006 85.19850000000001 60.407300000000006 860.12500000000011 265.24250000000001 2971.7767500000004 0 1929.7000000000003 1020.6662500000001 1561.8224400000001 761.67400000000009 2693.9010000000007 1148.5039000000004 1529.30718 1256.4300000000001 55.04196000000001 480.67500000000001 1 1230.4050000000002 118.98325000000003 301.38810000000007 1061.9390000000003 553.36150000000009 2022.5000000000002 2781.5828000000006 2022.5000000000002 1159.6875000000002 1256.4300000000001 128.25750000000002 83.645000000000024 48.295500000000011 1058.8682400000002 2022.5000000000002 786.89439000000004 2 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 left_child=7 2 5 4 34 6 -2 19 9 10 12 -12 15 -14 17 -9 -10 29 -19 27 22 24 23 26 25 -22 -21 30 -29 -11 35 32 -32 -33 -3 36 -1 -37 right_child=1 3 -4 -5 -6 -7 -8 8 16 14 11 -13 13 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31 31 33 -34 -35 -36 37 -38 -39 leaf_value=0.0087977298589333557 0.12230443636576334 -3.6541161477565764 20.671832545598349 6.9361426010018308 -13.719301416397096 -5.5996732288858162 9.694243876139323 0.35327925379095471 -1.2820117015838621 0.0027689493286177699 0.70562137699127192 8.3178449831008923 5.7957446323831885 -0.72445158609529825 -4.2894314583488136 2.0506345844714442 -5.9920145346901634 6.7212910950183868 -1.7858688762524852 1.8172921264003699 0.0047949728768022417 3.0058249374915813 4.219128947257996 3.7132943950999868 -2.7190302453041078 1.1147969738174888 -0.12659968033756899 3.964756379560991 -1.2586642189025878 -1.2712712735221501 -0.4525706560291895 -1.0282218559752121 2.9111391620635989 -3.2216137044570026 -0.62550490951538085 -0.1689326693651774 1.0264339275169372 -0.016345105575491504 leaf_weight=178595 42 20 24 21 20 23 21 1945 20 2087 20 20 48 41 23 107 22 32 46 71 1156 29 24 22 20 170 92 33 30 84 164 47 20 34 20 4681 250 172374 leaf_count=178595 42 20 24 21 20 23 21 1945 20 2087 20 20 48 41 23 107 22 32 46 71 1156 29 24 22 20 170 92 33 30 84 164 47 20 34 20 4681 250 172374 internal_value=0 1.89386 5.23679 -2.64592 -5.99964 0.929342 3.31295 -0.000617025 0.247233 0.284926 0.609543 4.51173 0.539486 2.79206 -0.0292435 0.441787 -3.74916 0.0141945 1.70425 -0.00373063 0.333446 0.16451 1.37138 1.07607 0.104516 0.147103 0.720126 -0.00522991 1.47741 -0.046526 -0.00549217 -0.656076 -0.08695 -1.9489 -2.13981 -0.00500775 0.0102202 -0.0203897 internal_weight=0 191 110 81 60 86 63 362307 4495 4453 2181 40 2141 89 2272 2052 42 2249 78 357812 1584 1375 209 185 1346 1326 163 356228 63 2171 356165 265 184 81 40 355900 178845 177055 internal_count=362498 191 110 81 60 86 63 362307 4495 4453 2181 40 2141 89 2272 2052 42 2249 78 357812 1584 1375 209 185 1346 1326 163 356228 63 2171 356165 265 184 81 40 355900 178845 177055 cat_boundaries=0 7 14 21 cat_threshold=136429604 1208256064 67112976 67174401 20480 16386 128 512 1074069504 524304 1 5120 16384 4 1074790400 4 1 1073823760 0 2064 2 is_linear=0 shrinkage=0.01 Tree=326 num_leaves=42 num_cat=5 split_feature=3 12 4 4 9 0 25 24 3 0 5 0 5 20 2 1 2 1 15 24 14 3 5 25 15 4 3 13 12 4 0 0 1 24 9 26 1 1 3 1 26 split_gain=8.51037e+06 6.04379e+07 8.95005e+07 2.94955e+07 3.55662e+06 3.50044e+06 1.17582e+07 4.01792e+07 5.16407e+07 3.59858e+07 5.05949e+06 4.21901e+06 6.0114e+06 3.79042e+06 5.97923e+06 3.24275e+06 3.1587e+06 2.91674e+06 2.675e+06 2.60847e+06 4.15615e+06 2.15723e+06 2.00503e+06 3.11473e+06 4.61076e+06 2.22687e+06 1.96665e+06 1.95238e+06 1.52212e+06 1.6962e+06 913320 829143 3.57672e+06 1.64661e+06 761254 722583 688767 1.97094e+06 756238 364561 132.008 threshold=2725.8677800000005 85.709000000000017 1888.1190000000004 1888.1190000000004 135.22032050000004 635.46050000000014 0 1 26.141250000000007 1117.6621800000003 2871.8940000000007 2778.6210000000005 47.137000000000008 371.52500000000003 1468.575 631.04475000000014 152.69986350000002 1892.2623000000001 169.97500000000002 2 1352.1000000000001 284.84010000000006 236.84755000000004 3 1582.5954300000001 508.93250000000006 991.56000000000017 676.19050000000004 2107.0655000000002 1888.1190000000004 153.21245250000001 21.467000000000002 1461.4925000000003 4 117.30870000000002 2022.5000000000002 860.12500000000011 786.89439000000004 318.67100000000011 2781.5828000000006 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=5 3 -3 4 15 17 7 8 9 -7 11 19 35 14 18 -2 -10 22 -9 27 -21 34 31 24 25 -24 -14 -8 29 -25 -23 36 33 -33 39 -13 37 -1 -38 40 -19 right_child=1 2 -4 -5 -6 6 10 13 16 -11 -12 12 26 -15 -16 -17 -18 21 -20 20 -22 30 23 28 -26 -27 -28 -29 -30 -31 -32 32 -34 -35 -36 -37 38 -39 -40 -41 -42 leaf_value=-0.0092774921185429793 0.75048860525473571 -1.6830969746907554 24.311439663813662 -10.18766614852413 -2.3772057876586916 7.8055049074613132 -0.21111674839481584 -1.5097773565797723 -1.9654336643218995 25.64746923828125 4.0395750868320466 -4.898289316538218 3.0655379159109937 -4.7149966225028042 4.749485938332298 5.5519988051327793 3.0163660572596958 -0.35212047119140627 1.9311386408124651 0.35319145796803469 4.131636123657227 -4.6502004680633551 0.30810515742003919 -0.023876980296171246 5.1713143336205256 1.2243221683809593 -1.212820618802851 -2.4429606192452566 -2.3827457927774502 2.3679253419240318 -1.9849427551693388 0.17854801935250511 3.829419047164917 -0.0014908000476630127 1.2530847091674806 -2.5758344305129275 -0.34216879913583398 2.0386702896686311 -2.1643538299560547 -1.715882413527545 -0.38495435317357385 leaf_weight=328770 39 27 26 31 20 26 587 117 20 20 32 37 21 20 22 22 35 25 28 983 30 20 1600 2542 21 318 22 42 27 30 36 6848 25 19602 20 21 256 47 25 34 24 leaf_count=328770 39 27 26 31 20 26 587 117 20 20 32 37 21 20 22 22 35 25 28 983 30 20 1600 2542 21 318 22 42 27 30 36 6848 25 19602 20 21 256 47 25 34 24 internal_value=0 2.27094 11.0689 -1.8924 1.28233 -0.000656661 0.410088 2.24756 7.04646 15.5629 0.0987327 0.0269486 -1.95678 -0.570474 -0.108284 2.48218 1.2048 -0.00300869 -0.845325 0.148969 0.460544 -1.35712 -0.00241081 0.206458 0.508415 0.460012 0.87661 -0.354507 -0.0206944 0.00402118 -2.93682 -0.0050765 0.0487622 0.0451888 -0.498255 -4.0574 -0.00940768 -0.00898477 -0.504285 -0.920264 -0.368202 internal_weight=0 165 53 112 81 362333 2063 288 101 46 1775 1743 101 187 167 61 55 360270 145 1642 1013 159 360111 4538 1939 1918 43 629 2599 2572 56 355573 26475 26450 103 58 329098 328817 281 83 49 internal_count=362498 165 53 112 81 362333 2063 288 101 46 1775 1743 101 187 167 61 55 360270 145 1642 1013 159 360111 4538 1939 1918 43 629 2599 2572 56 355573 26475 26450 103 58 329098 328817 281 83 49 cat_boundaries=0 7 8 9 16 17 cat_threshold=1049088 0 0 65536 0 16384 128 54 659 212190240 1216611944 1573376 2147811329 20480 16384 4 22 is_linear=0 shrinkage=0.01 Tree=327 num_leaves=41 num_cat=5 split_feature=3 12 4 6 0 25 24 3 0 5 0 5 20 6 1 15 24 14 1 3 5 5 25 10 7 13 1 12 4 1 6 0 1 24 9 1 1 3 1 1 split_gain=8.34102e+06 5.92352e+07 8.77194e+07 3.72119e+07 3.43078e+06 1.15242e+07 3.93796e+07 5.0613e+07 3.52697e+07 4.9588e+06 4.13506e+06 5.89177e+06 3.71499e+06 3.05918e+06 2.8587e+06 2.58045e+06 2.55656e+06 4.07344e+06 2.3921e+06 2.1143e+06 1.97829e+06 1.96513e+06 3.05275e+06 5.96395e+06 2.19321e+06 1.91353e+06 1.78854e+06 1.49183e+06 1.66244e+06 1.19746e+06 953531 812662 3.50554e+06 1.61389e+06 746105 675060 1.93172e+06 741189 357306 92211.2 threshold=2725.8677800000005 85.709000000000017 1888.1190000000004 1937.6795000000002 635.46050000000014 0 1 26.141250000000007 1117.6621800000003 2871.8940000000007 2778.6210000000005 47.137000000000008 371.52500000000003 1000.0509250000001 1892.2623000000001 434.53164150000009 2 1352.1000000000001 631.04475000000014 284.84010000000006 923.46450000000016 236.84755000000004 3 1564.7167200000001 1538.3385000000001 676.19050000000004 860.12500000000011 2107.0655000000002 1888.1190000000004 228.79050000000004 814.10926000000006 21.467000000000002 1461.4925000000003 4 117.30870000000002 860.12500000000011 786.89439000000004 318.67100000000011 2781.5828000000006 3.3143000000000007 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=4 3 -3 20 14 6 7 8 -6 10 16 39 15 -13 21 26 25 -18 -9 34 29 31 23 24 -23 -7 -8 28 -24 -2 -21 35 33 -33 38 36 -1 -37 -16 -12 right_child=1 2 -4 -5 5 9 12 18 -10 -11 11 13 -14 -15 19 -17 17 -19 -20 30 -22 22 27 -25 -26 -27 -28 -29 -30 -31 -32 32 -34 -35 -36 37 -38 -39 -40 -41 leaf_value=-0.0091847175359572545 -0.49188384133416252 -1.6662660937839084 24.068324954142938 -11.624991873379411 7.7274501507098856 -0.20900557241305784 -1.1938832716898875 2.9608170044422151 25.390995101928713 3.999179304242134 -4.3172172628866665 3.7281820278167728 -4.6678466284275055 -1.6194059811467711 -0.36452036293185486 3.2628274455070496 0.34965952739255962 4.0903196741739904 -1.2671583922012992 -3.918214579990932 4.2737491607666014 0.40471370661776179 -0.023638210626777751 5.5678068285403048 3.2750945168954355 -2.418530998684111 1.3711652512020536 -2.3589183212209632 2.3442463086446126 2.3084709831384513 -1.22284849076044 0.17676514227768381 3.7911246040344238 -0.0014759000646057854 1.2405538663864135 -0.33874710531905294 2.0182834857068164 -2.1427102996826175 -1.6987236107096955 -3.4875665174211776 leaf_weight=328770 37 27 26 29 26 587 111 32 20 32 37 20 20 23 49 20 983 30 23 35 20 1889 2542 23 27 42 36 27 30 26 21 6848 25 19602 20 256 47 25 34 21 leaf_count=328770 37 27 26 29 26 587 111 32 20 32 37 20 20 23 49 20 983 30 23 35 20 1889 2542 23 27 42 36 27 30 26 21 6848 25 19602 20 256 47 25 34 21 internal_value=0 2.24823 10.9583 -1.87348 -0.000650045 0.405987 2.22509 6.97599 15.4073 0.0977453 0.0266791 -1.93721 -0.564769 0.867844 -0.00297855 -0.107201 0.147479 0.455938 1.19275 -1.34355 1.53368 -0.00238665 0.204394 0.503331 0.445163 -0.350962 -0.565708 -0.0204874 0.00398097 0.663818 -2.90745 -0.00502569 0.0482753 0.0447376 -0.493272 -0.0093136 -0.00889492 -0.499242 -0.911061 -4.01683 internal_weight=0 165 53 112 362333 2063 288 101 46 1775 1743 101 187 43 360270 167 1642 1013 55 159 83 360111 4538 1939 1916 629 147 2599 2572 63 56 355573 26475 26450 103 329098 328817 281 83 58 internal_count=362498 165 53 112 362333 2063 288 101 46 1775 1743 101 187 43 360270 167 1642 1013 55 159 83 360111 4538 1939 1916 629 147 2599 2572 63 56 355573 26475 26450 103 329098 328817 281 83 58 cat_boundaries=0 7 8 9 16 17 cat_threshold=1049088 0 0 65536 0 16384 128 54 659 212190240 1216611944 1573376 2147811329 20480 16384 4 22 is_linear=0 shrinkage=0.01 Tree=328 num_leaves=34 num_cat=2 split_feature=2 10 7 19 6 10 1 0 15 6 24 0 0 26 1 6 10 9 23 23 8 1 4 9 4 7 8 25 26 10 1 6 9 split_gain=6.4977e+06 2.89978e+07 1.17245e+08 2.90921e+07 1.82976e+07 1.01323e+07 8.08408e+06 2.93517e+06 4.436e+06 1.15192e+07 4.81342e+06 2.79185e+07 6.87275e+06 5.65039e+06 1.12403e+07 5.02792e+06 3.75513e+06 3.66943e+06 3.62744e+06 7.2006e+06 2.7027e+06 2.15444e+06 1.65552e+06 1.5197e+06 1.17631e+06 1.0647e+06 900589 1.65696e+06 760481 615158 352611 59863.4 4567.21 threshold=2682.0900000000006 102.72500000000001 46.905000000000008 31.161000000000005 26.308000000000003 1159.6875000000002 860.12500000000011 114.18420000000002 1947.7010000000002 1529.30718 0 2778.6210000000005 2778.6210000000005 2022.5000000000002 962.58510000000012 37.218000000000011 1935.1350000000002 156.03250000000003 8.5912500000000005 17.487500000000004 1017.6571000000002 1892.2623000000001 54.400000000000006 1972.2770000000003 2693.9010000000007 712.24900000000014 221.71550000000002 1 2022.5000000000002 1330.1795 314.66480000000007 16.355399999999999 2854.0889000000006 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=7 2 4 5 6 -3 -2 21 10 -10 11 13 18 14 -9 30 -15 -17 20 -20 -12 23 28 24 26 31 29 -28 -23 -1 -14 32 -25 right_child=1 3 -4 -5 -6 -7 -8 8 9 -11 12 -13 15 16 -16 17 -18 -19 19 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=-0.0070902065480802062 -0.88664529499254729 -10.409128647919358 23.744717812171348 7.7699910120964049 -8.9048284764289871 -2.2481064009666443 6.349826096754807 0.66119752912822616 6.4735930459158766 -2.8947368004208522 0.012162021381960245 10.097499847412109 -4.0035635011846367 -0.13209298842158673 5.311984683849194 3.0711115837097167 4.0333222649314191 -2.6262892561692457 7.2238583564758301 -0.18300991794041224 1.0524887585732723 -2.0298757522583011 -3.55710517678942 -0.51861171603202816 1.6885826834236703 -3.0012298672015851 0.92728636001452747 0.093878389791627784 0.18298620782247405 0.63775427492889203 -5.6611582883199061 -1.0753219859600067 -0.3214126495693041 leaf_weight=346916 38 29 26 20 20 32 26 1380 35 21 8819 30 33 1332 54 20 22 26 21 35 257 25 28 24 41 26 253 2656 41 148 21 20 23 leaf_count=346916 38 29 26 20 20 32 26 1380 35 21 8819 30 33 1332 54 20 22 26 21 35 257 25 28 24 41 26 253 2656 41 148 21 20 23 internal_value=0 1.84432 5.1879 -2.69635 -0.555876 -6.12794 2.05317 -0.000602186 0.152484 2.96047 0.139435 0.500357 0.0286928 0.398883 0.836332 -2.57863 -0.0644127 -0.149158 0.0572758 2.59457 0.0416204 -0.00589419 -1.51961 -0.00548777 -0.00514817 -1.28363 -0.00534659 0.169871 -0.655219 -0.00681522 -4.64818 -0.617099 -0.42211 internal_weight=0 191 110 81 84 61 64 362307 12106 56 12050 2818 9232 2788 1434 100 1354 46 9132 56 9076 350201 94 350107 350014 93 349973 2909 66 347064 54 67 47 internal_count=362498 191 110 81 84 61 64 362307 12106 56 12050 2818 9232 2788 1434 100 1354 46 9132 56 9076 350201 94 350107 350014 93 349973 2909 66 347064 54 67 47 cat_boundaries=0 1 6 cat_threshold=262 604045312 1207960576 0 2216689664 8404992 is_linear=0 shrinkage=0.01 Tree=329 num_leaves=41 num_cat=2 split_feature=3 12 4 6 0 25 24 0 15 26 1 9 0 5 9 4 1 4 23 26 2 2 9 6 13 0 26 9 8 0 0 12 5 4 6 3 2 26 10 8 split_gain=8.06633e+06 5.80893e+07 8.56799e+07 3.66239e+07 3.30859e+06 6.84427e+06 2.52531e+07 4.03232e+07 5.97599e+06 4.12854e+06 9.82296e+06 3.54279e+06 3.41082e+06 5.99961e+06 3.93843e+06 2.90688e+06 2.53403e+06 3.27714e+06 2.49636e+06 2.82027e+06 2.2763e+06 2.91433e+06 2.16062e+06 1.91496e+06 4.66328e+06 1.91397e+06 1.90256e+06 1.4459e+06 1.84421e+06 1.98702e+06 5.32989e+06 1.654e+06 1.50605e+06 4.8647e+06 1.21828e+06 1.07954e+06 647696 302554 239793 56776.3 threshold=2725.8677800000005 85.709000000000017 1888.1190000000004 1937.6795000000002 332.68500000000006 0 1 1275.1415000000002 1947.7010000000002 2022.5000000000002 137.46340000000004 487.08190000000008 2778.6210000000005 59.779900000000005 487.08190000000008 1522.8167500000002 1892.2623000000001 785.57750000000021 8.5912500000000005 2022.5000000000002 1468.575 148.53650000000002 111.91425000000002 652.29725000000008 414.66000000000003 1519.5755740000002 2022.5000000000002 1972.2770000000003 487.53114000000005 174.79296150000002 190.45082400000004 285.16700000000009 553.36150000000009 1292.0010000000002 814.10926000000006 145.91800000000003 1271.7445000000002 2022.5000000000002 287.04780000000005 22.577500000000004 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 20 16 6 7 9 12 10 -6 -11 18 26 -15 23 27 22 19 -7 21 -2 35 25 -25 -8 -14 28 32 31 -31 -30 36 -34 38 37 -1 -18 39 -29 right_child=1 2 -4 -5 5 8 15 -9 -10 11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 34 29 30 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 leaf_value=-0.0053598734077991636 2.6637138475220783 -1.640626175491898 23.793030449793886 -11.544910527591048 -0.25189718826957369 0.39806453203069325 -0.15832703759982472 15.472288935343425 4.2001995484034227 -1.4069774089960589 8.8035076599121087 3.8423116359710696 -4.9095131859779357 4.5021824302673341 -1.4514604797363282 -3.7917707885395395 -1.5579145622253419 -5.1347169208526608 3.186674461364746 -0.1375387458506338 4.0318190521240238 -1.8194543279450517 2.2391336145401004 3.4318427631968542 -2.3395644097101123 -3.4308050785064701 -1.434753735615657 -0.56307992007997298 0.38496904969949464 5.8261653750875722 0.69332931693111155 -0.61157459046581009 0.25100760016000284 4.2090862309187651 -2.7950519677996635 -3.4451964354515074 -0.52395018217474598 -0.19372784099063359 0.46852791166305546 -1.2173544320606049 leaf_weight=354920 29 27 26 29 23 2006 168 30 36 36 25 20 40 20 25 22 29 20 27 1928 25 29 20 42 21 20 26 36 949 23 168 202 1048 32 32 20 241 37 20 21 leaf_count=354920 29 27 26 29 23 2006 168 30 36 36 25 20 40 20 25 22 29 20 27 1928 25 29 20 42 21 20 26 36 949 23 168 202 1048 32 32 20 241 37 20 21 internal_value=0 2.2109 10.8363 -1.87074 -0.000640154 0.268371 1.48928 4.89346 0.143434 2.3124 4.46446 0.467769 0.107921 -1.62096 1.1946 -0.295503 -0.00403457 -1.42193 0.15637 0.135573 1.50939 0.42213 -0.721403 -0.000830679 1.50804 -0.506463 -3.54067 -0.00353511 -0.00318408 0.366825 1.31142 0.210076 -0.00457794 0.368284 -1.1551 -1.4099 -0.00571177 -0.793143 -0.473568 -0.804128 internal_weight=0 165 53 112 362333 4515 407 134 4108 104 48 56 4072 111 45 273 357818 126 3961 3934 83 58 106 251 63 188 66 357692 357583 1342 191 1151 356241 1080 109 86 355161 66 77 57 internal_count=362498 165 53 112 362333 4515 407 134 4108 104 48 56 4072 111 45 273 357818 126 3961 3934 83 58 106 251 63 188 66 357692 357583 1342 191 1151 356241 1080 109 86 355161 66 77 57 cat_boundaries=0 6 7 cat_threshold=1049088 134217728 67108864 65536 0 16384 30 is_linear=0 shrinkage=0.01 Tree=330 num_leaves=26 num_cat=4 split_feature=3 8 5 13 1 4 13 7 1 5 4 25 26 25 25 0 10 5 10 0 0 26 0 0 25 split_gain=9.51677e+06 4.19921e+07 4.30572e+07 3.44491e+07 8.37592e+06 3.89555e+06 1.85121e+06 6.5533e+06 1.85286e+06 3.72833e+06 7.29263e+06 2.12102e+06 1.83625e+06 4.80264e+06 2.40815e+06 1.30834e+06 1.10339e+06 3.98218e+06 1.39701e+06 1.01839e+06 895309 5.01828e+06 1.60111e+06 2.42123e+06 2.01494e+06 threshold=2725.8677800000005 2971.7767500000004 1908.1960000000001 279.2602500000001 1461.4925000000003 30.733578000000005 3214.9168000000004 1131.6606400000003 80.114250000000013 2871.8940000000007 1888.1190000000004 0 2022.5000000000002 1 2 992.19979999999998 1935.1350000000002 278.16000000000003 3056.7500000000005 561.94500000000005 2778.6210000000005 2022.5000000000002 747.41500000000008 688.40820000000008 3 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 9 9 2 2 2 2 2 2 2 2 2 9 left_child=6 2 3 4 5 -2 8 -8 16 11 -11 15 13 -13 -14 19 20 18 -18 -10 22 -22 23 -1 -24 right_child=1 -3 -4 -5 -6 -7 7 -9 9 10 -12 12 14 -15 -16 -17 17 -19 -20 -21 21 -23 24 -25 -26 leaf_value=-0.0061108552326529422 -0.52131024030538708 11.956713802549576 -11.498050994873047 14.464346578598022 -5.5593000766209197 4.1470195567969119 0.66700851140878148 -6.2618811789013096 -0.33324227980833793 -0.087596590378705208 7.5224011211395263 1.8976101652597417 -0.21593759008919466 0.20690251480278918 0.16220229138557432 -2.6502374966939288 1.2878783007229075 5.034305778503418 -1.6997871615968903 1.9463224220275879 3.830998957084887 -1.982187538853398 -1.3737693142200771 1.6528322509202091 -0.12525117030651531 leaf_weight=347058 39 36 27 20 21 33 39 21 975 34 20 163 2683 6404 4486 24 34 20 29 20 33 27 180 88 429 leaf_count=347058 39 36 27 20 21 33 39 21 975 34 20 163 2683 6404 4486 24 34 20 29 20 33 27 180 88 429 internal_value=0 2.32418 -0.152751 2.55807 -0.00241673 1.61834 -0.00173057 -1.7581 -0.00144003 0.108109 2.73092 0.0985097 0.131173 0.252072 0.0206084 -0.339738 -0.0061032 1.14675 -0.0873963 -0.287422 -0.0063783 1.21507 -0.00658905 -0.00569032 -0.518886 internal_weight=0 176 140 113 93 72 362767 60 362707 14809 54 14755 13736 6567 7169 1019 347898 83 63 995 347815 60 347755 347146 609 internal_count=362943 176 140 113 93 72 362767 60 362707 14809 54 14755 13736 6567 7169 1019 347898 83 63 995 347815 60 347755 347146 609 cat_boundaries=0 6 7 14 21 cat_threshold=4745216 18940180 276890817 44247200 2560 2176 1048576 548438052 67108936 67637764 3221225985 8470528 256 64 9470464 134217728 0 4194304 0 0 128 is_linear=0 shrinkage=0.01 Tree=331 num_leaves=29 num_cat=3 split_feature=9 2 7 7 1 0 7 2 8 26 2 4 25 24 7 1 3 2 3 8 2 3 12 0 13 24 26 26 split_gain=1.01036e+07 6.84422e+07 1.17857e+07 3.81062e+06 2.56067e+07 5.57595e+06 1.31214e+07 3.31848e+07 2.64787e+07 1.49814e+07 6.17475e+06 2.34261e+06 4.28087e+06 4.43258e+06 1.24882e+07 3.68696e+06 3.24259e+06 1.82942e+06 1.68969e+06 1.66076e+06 1.63675e+06 1.34163e+06 1.20334e+06 1.18265e+06 1.70445e+06 1.06495e+06 618845 136346 threshold=2854.0889000000006 2682.0900000000006 1941.9625000000003 2822.9627650000007 1892.2623000000001 2778.6210000000005 149.17670000000001 27.046500000000005 1017.6571000000002 2022.5000000000002 2682.0900000000006 452.88000000000005 0 1 1538.3385000000001 2781.5828000000006 2725.8677800000005 22.675479000000003 1890.7105500000002 1973.6620000000003 1827.1555000000001 138.47650000000002 45.392750000000007 267.54700000000008 26.254000000000001 2 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=3 2 23 5 22 11 7 9 -8 -7 -9 15 13 14 -13 16 19 -18 25 -1 -15 27 26 24 -2 -14 -5 -17 right_child=1 -3 -4 4 -6 6 8 10 -10 -11 -12 12 18 20 -16 21 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.004262559975528323 1.6889059456189475 16.579185962677002 -7.4991997362219776 3.0261760763688521 -11.220070031207539 9.2513747447245827 13.597377230326336 -2.7946840076976356 -1.9821469402313232 -1.490921181678772 -9.617853742327009 1.006378267932404 0.33224765893308872 0.24854007830773631 8.2136354049682616 -1.9104104596918279 0.42748815377553306 4.1599059256191913 -2.2349427152934829 1.2846213947772982 -1.9931447493328767 -4.2683962316098425 -0.68776694731278853 2.6975058243491437 -2.2121568232490905 -0.3119098088686752 0.70422660509745283 -0.84075336364599385 leaf_weight=359726 24 28 23 22 23 37 24 36 20 20 21 627 383 775 25 22 24 29 38 100 34 23 33 22 21 733 24 26 leaf_count=359726 24 28 23 22 23 37 24 36 20 20 21 627 383 775 25 22 24 29 38 100 34 23 33 22 21 733 24 26 internal_value=0 2.92508 -1.32287 -0.00154801 -1.93412 -0.00100455 1.87717 0.0868324 6.51578 5.48215 -5.30848 -0.00182303 0.296401 0.653427 1.26335 -0.0039896 -0.00354006 2.46975 -0.159883 -0.00390436 0.152444 -2.28256 0.76938 0.797367 -0.13159 -0.0906592 1.81472 -1.33101 internal_weight=0 118 90 362825 102 362723 158 114 44 57 57 362565 2615 1461 652 359950 359879 53 1154 359826 809 71 79 67 45 1116 46 48 internal_count=362943 118 90 362825 102 362723 158 114 44 57 57 362565 2615 1461 652 359950 359879 53 1154 359826 809 71 79 67 45 1116 46 48 cat_boundaries=0 7 8 9 cat_threshold=137413632 1074103808 1576960 2147746305 8410112 16384 132 2389 1076 is_linear=0 shrinkage=0.01 Tree=332 num_leaves=24 num_cat=0 split_feature=9 2 6 6 4 3 13 0 4 5 15 17 6 0 6 2 5 4 5 0 4 15 2 split_gain=9.90252e+06 6.70802e+07 1.19164e+07 3.77057e+06 3.00821e+07 4.47585e+06 2.95946e+07 5.41938e+06 6.86363e+06 3.92288e+06 3.38707e+06 9.35261e+06 4.85745e+06 3.38978e+06 1.72846e+06 3.23888e+06 1.66143e+06 1.31011e+06 4.13849e+06 3.23586e+06 897677 732072 91600 threshold=2854.0889000000006 2682.0900000000006 1000.0509250000001 2976.3936000000008 1888.1190000000004 2725.8677800000005 262.20660000000004 1117.6621800000003 30.733578000000005 288.75836000000004 1947.7010000000002 1381.0875000000003 381.14500000000004 11.321376000000003 1937.6795000000002 1107.4580000000003 278.16000000000003 259.56000000000006 2871.8940000000007 2778.6210000000005 362.02000000000004 16.270455000000002 0.76250000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 21 5 9 10 7 8 -7 22 14 12 13 -12 17 20 -9 19 -19 -1 -16 -2 -5 right_child=1 -3 -4 4 -6 6 -8 16 -10 -11 11 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.0052264513243429137 2.590207322438558 16.41339466912406 -5.7661725513140354 -0.37115896453028141 -10.790636824199133 -0.95437885129773947 13.035711467742919 -0.93821207427978526 6.0988943256031387 3.6397740946589288 0.23753270712765781 7.5818953635475852 -3.3364983015794021 5.2027050986289973 0.95603254484751876 4.1057586518649396 -4.9205632851340555 0.13613956200880384 3.6372726488113405 1.9814996676328707 -1.1456672751108805 0.20180646533057803 -1.2965024819374085 leaf_weight=357429 33 28 36 23 28 37 20 20 22 37 44 22 26 20 63 29 22 4817 34 82 30 21 20 leaf_count=357429 33 28 36 23 28 37 20 20 22 37 44 22 26 20 63 29 22 4817 34 82 30 21 20 internal_value=0 2.89583 -1.30964 -0.00153252 -1.86975 -0.000976255 1.92199 -0.278742 1.67566 1.25256 -0.00161796 1.73713 0.308407 1.78915 -0.0021552 1.18793 -3.02421 -0.00255587 0.160679 -0.00477077 0.278065 1.66138 -0.801551 internal_weight=0 118 90 362825 108 362717 121 101 59 80 362596 112 90 64 362484 122 42 362362 4851 357511 93 54 43 internal_count=362943 118 90 362825 108 362717 121 101 59 80 362596 112 90 64 362484 122 42 362362 4851 357511 93 54 43 is_linear=0 shrinkage=0.01 Tree=333 num_leaves=23 num_cat=1 split_feature=9 2 6 7 2 0 5 4 2 7 5 7 9 6 2 15 19 0 7 24 15 26 split_gain=9.70546e+06 6.57453e+07 1.16793e+07 3.72669e+06 1.80245e+07 5.42743e+06 1.46381e+07 1.23281e+07 1.62307e+07 4.97651e+06 3.30066e+06 9.72372e+06 2.576e+06 2.53116e+06 1.64197e+06 2.63881e+06 2.77107e+06 1.98412e+06 1.494e+06 803668 717504 103331 threshold=2854.0889000000006 2682.0900000000006 1000.0509250000001 2822.9627650000007 1827.1555000000001 2778.6210000000005 92.948000000000022 148.05000000000004 27.046500000000005 270.07350000000002 2871.8940000000007 576.56500000000017 827.32299999999998 487.67864000000003 189.07500000000002 1947.7010000000002 1602.6720400000004 1275.1415000000002 71.939535000000021 0 16.270455000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=3 2 20 5 12 10 7 8 -7 -8 14 21 13 -5 17 16 -16 19 -19 -1 -2 -12 right_child=1 -3 -4 4 -6 6 9 -9 -10 -11 11 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.025957880819159049 2.5643052525953811 16.249260648999897 -5.7085108086797929 -0.24418783126338833 -10.424524202346802 5.4709268829057809 -5.1168090002877369 11.025220959981281 -4.4412713670730595 0.65595702402293687 -0.20529972596602009 6.2142695085930102 -2.1100078345883277 4.3187930641174317 0.1478256846896413 2.9265468918575959 -2.672847162110465 -1.1919264939480123 0.8033342551257876 0.0059855884493322242 0.19978840964181083 -1.1075885645548504 leaf_weight=117934 33 28 36 31 20 53 28 21 24 32 22 33 31 20 7133 34 35 226 45 237073 21 30 leaf_count=117934 33 28 36 31 20 53 28 21 24 32 22 33 31 20 7133 34 35 226 45 237073 21 30 internal_value=0 2.86687 -1.29654 -0.0015172 -1.91269 -0.000979761 1.85201 4.23366 2.38141 -2.038 -0.00178727 1.96855 0.163363 1.54522 -0.0022493 0.147236 0.134053 -0.00527958 -0.86061 -0.00462666 1.64477 -0.725851 internal_weight=0 118 90 362825 102 362723 158 98 77 60 362565 85 82 51 362480 7202 7168 355278 271 355007 54 52 internal_count=362943 118 90 362825 102 362723 158 98 77 60 362565 85 82 51 362480 7202 7168 355278 271 355007 54 52 cat_boundaries=0 1 cat_threshold=2696 is_linear=0 shrinkage=0.01 Tree=334 num_leaves=23 num_cat=1 split_feature=9 2 6 6 4 1 4 1 0 1 2 2 11 14 11 25 14 9 6 2 15 1 split_gain=9.51232e+06 6.4437e+07 1.14469e+07 3.66453e+06 2.93626e+07 5.12509e+06 3.9318e+06 3.56945e+07 3.74563e+06 3.777e+06 4.31901e+06 1.53551e+06 1.45077e+06 1.90555e+06 1.81317e+06 2.49268e+06 2.89481e+06 2.11505e+06 2.11156e+06 3.92958e+06 2.15248e+06 957990 threshold=2854.0889000000006 2682.0900000000006 1000.0509250000001 2976.3936000000008 1888.1190000000004 112.13877900000001 1888.1190000000004 2781.5828000000006 1884.2950000000003 678.28840000000002 784.03650000000005 624.21400000000006 3182.0603000000006 357.67500000000007 231.49199999999999 0 330.43500000000006 658.43074000000013 1937.6795000000002 189.07500000000002 1947.7010000000002 39.031250000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=3 2 21 6 5 -5 12 8 9 11 -11 -8 14 -14 18 16 -16 -17 20 -20 -1 -2 right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12 -13 13 -15 15 17 -18 -19 19 -21 -22 -23 leaf_value=-0.0045087998618544905 0.52393940508365633 16.086767520904541 -5.6514257343610135 -1.0479628420959819 -10.656817106519426 4.0397000127368505 0.20057987300148847 13.412558624961159 -3.0125486686012959 6.5494211101531983 0.80826673081046652 -2.6455398520556361 0.057666853445547596 -3.9070746576786042 0.45657469538676332 -0.0096027627185618965 2.1076004412082527 0.83143439107588268 0.13176846054365052 5.0090157643953965 2.0301841574448809 3.2346997538479894 leaf_weight=358683 32 28 36 44 28 36 137 22 33 20 38 22 27 22 580 2535 130 339 53 24 52 22 leaf_count=358683 32 28 36 44 28 36 137 22 33 20 38 22 27 22 580 2535 130 339 53 24 52 22 internal_value=0 2.8382 -1.28358 -0.00150203 -1.84326 1.24149 -0.000953641 1.20089 0.126264 0.603595 2.78798 -0.193223 -0.00185558 -1.72242 -0.00162294 0.222186 0.748335 0.0892903 -0.00385846 1.65195 -0.00421386 1.62832 internal_weight=0 118 90 362825 108 80 362717 272 250 217 58 159 362445 49 362396 3584 710 2874 358812 77 358735 54 internal_count=362943 118 90 362825 108 80 362717 272 250 217 58 159 362445 49 362396 3584 710 2874 358812 77 358735 54 cat_boundaries=0 5 cat_threshold=2426528 1536 4112 0 21760 is_linear=0 shrinkage=0.01 Tree=335 num_leaves=33 num_cat=4 split_feature=2 12 4 5 18 8 4 2 25 4 7 10 2 13 7 3 9 24 4 3 11 26 25 24 26 4 5 10 19 3 10 3 split_gain=6.21627e+06 4.47428e+07 1.67741e+08 4.37838e+07 5.77056e+06 4.71234e+06 8.80297e+06 2.90284e+06 4.96219e+06 9.29852e+06 6.6026e+06 3.91051e+06 3.74734e+06 6.75063e+06 2.59887e+06 4.02957e+06 3.43252e+06 2.25528e+06 2.23946e+06 1.54493e+06 2.49683e+06 1.43976e+06 1.40269e+06 3.52555e+06 7.91713e+06 3.62512e+06 1.0934e+06 840944 1.8581e+06 679487 543994 93998.9 threshold=2682.0900000000006 85.709000000000017 2693.9010000000007 1561.8224400000001 258.76800000000009 2971.7767500000004 1292.0010000000002 251.15409550000004 0 2693.9010000000007 1538.3385000000001 1935.1350000000002 581.81775000000005 776.13908000000004 1131.6606400000003 1118.1025000000002 1600.0905700000001 1 144.84500000000006 1890.7105500000002 279.32975000000005 2022.5000000000002 2 3 2022.5000000000002 1522.8167500000002 137.52250000000001 1330.1795 151.25000000000003 11.958600000000002 239.63500000000005 2725.8677800000005 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=5 3 4 18 -3 7 30 19 10 14 11 17 -12 -14 16 -16 -10 -9 21 22 26 -2 23 24 -1 -25 31 29 -29 -24 -7 -21 right_child=1 2 -4 -5 -6 6 -8 8 9 -11 12 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 27 25 -26 -27 -28 28 -30 -31 -32 -33 leaf_value=1.6462192280098091 4.2387142020463946 -4.0575624439120297 32.653605182647709 -12.162667539042811 2.7897584248781202 1.0304739004990151 -6.7090847708384196 0.017247965947355864 -0.04696991692190973 -6.5988084810430347 0.52651629011971612 3.7297648184640066 7.745074934661389 0.88506894918588486 -0.40434333884716034 -5.6242608315604068 3.6800243255615239 0.57902312173437676 -0.34115660376018953 -0.79328368387724224 -4.1310948612378988 0.95860916220623515 -0.0090197318538741949 -0.025961819144923251 -0.2252510976791382 3.7263663519345798 1.5670350928533645 1.056325774716504 -1.4701159597124374 0.041000994187508813 -1.0828856477283295 -1.6269377554030646 leaf_weight=466 32 32 20 31 20 29 30 1156 2140 22 35 35 32 26 50 21 25 1894 36 38 23 23 324171 2642 439 26 21 173 35 29640 21 21 leaf_count=466 32 32 20 31 20 29 30 1156 2140 22 35 35 32 26 50 21 25 1894 36 38 23 23 324171 2642 439 26 21 173 35 29640 21 21 internal_value=0 1.79066 8.04202 -1.89867 -1.42398 0.000134919 -2.42662 0.000669547 0.230018 -0.128755 0.483813 0.406195 3.11056 4.6699 -0.0656716 -1.94826 -0.00393303 0.368056 1.59786 -0.00281594 -1.22736 2.86703 -0.00246322 0.194403 0.730331 0.0105655 -0.392534 -0.0044555 0.631203 -0.00482932 0.142863 -1.09001 internal_weight=0 194 72 122 52 363211 80 363131 5436 2258 3178 3085 93 58 2236 71 2165 3050 91 357695 103 55 357592 3573 905 2668 80 354019 208 353811 50 59 internal_count=363405 194 72 122 52 363211 80 363131 5436 2258 3178 3085 93 58 2236 71 2165 3050 91 357695 103 55 357592 3573 905 2668 80 354019 208 353811 50 59 cat_boundaries=0 7 8 14 15 cat_threshold=2458656 1082394180 67113232 3407873 12603648 16384 128 3203 1048576 0 0 4259840 2048 67125248 7 is_linear=0 shrinkage=0.01 Tree=336 num_leaves=25 num_cat=3 split_feature=1 11 7 0 3 6 17 7 8 7 3 2 25 0 6 13 12 7 3 24 25 0 2 0 split_gain=6.2444e+06 3.30828e+07 5.42859e+07 2.47991e+07 5.96771e+06 3.93174e+06 1.6307e+07 3.78258e+06 3.24178e+06 6.20735e+06 3.14695e+06 2.55113e+06 3.3299e+06 3.58044e+06 4.69797e+06 2.22186e+06 1.94761e+06 1.75363e+06 1.42128e+06 864980 3.64596e+06 3.18937e+06 857740 327223 threshold=2781.5828000000006 3182.0603000000006 1538.3385000000001 2778.6210000000005 748.6165000000002 2976.3936000000008 86.586000000000013 1306.1250000000002 2971.7767500000004 762.97500000000002 53.901250000000005 189.07500000000002 0 1117.6621800000003 13.016250000000001 2172.3225000000007 18.576500000000006 2822.9627650000007 1493.1141200000004 1 2 2778.6210000000005 1271.7445000000002 116.97250000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 9 2 2 2 left_child=5 2 3 4 16 8 7 10 11 -10 -7 17 18 15 -15 -14 23 19 22 20 -1 -21 -13 -2 right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 -12 12 13 14 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 leaf_value=0.2843910195987413 -1.0345617147286732 13.97706662750244 -10.929704087201287 11.052798786778604 4.1436818725998332 -0.71005421366010402 9.3690094010726259 -3.9802777557373048 0.67868058443069457 -5.0041892232121645 4.2624746394157409 -0.1333255874662633 0.23909760716400649 2.8307527118056051 0.43192827494074615 -2.8754816420181935 1.8157559833526611 2.0642353425374846 -2.4863721258299694 -0.014632191173039042 0.0064759524349665863 -3.0335444597346441 -1.0289043644962148 -2.6538137125281187 leaf_weight=4914 24 20 34 31 37 35 23 20 40 37 20 1244 5510 124 239 23 20 41 28 236507 114256 35 117 26 leaf_count=4914 24 20 34 31 37 35 23 20 40 37 20 1244 5510 124 239 23 20 41 28 236507 114256 35 117 26 internal_value=0 1.80401 0.388544 3.1771 0.895352 0.000126969 2.00285 -0.256106 -0.00041354 -2.05205 1.09814 2.16098e-05 0.185268 0.28878 1.25136 0.226151 -0.821622 -0.00377181 -0.254365 -0.00401017 0.0179587 -0.0150782 -0.210315 -1.87657 internal_weight=0 192 172 138 107 363213 98 75 363115 77 55 363038 7285 5896 363 5533 70 355753 1389 355712 119170 236542 1361 50 internal_count=363405 192 172 138 107 363213 98 75 363115 77 55 363038 7285 5896 363 5533 70 355753 1389 355712 119170 236542 1361 50 cat_boundaries=0 7 8 13 cat_threshold=2693283972 134316320 34606149 2185429026 3136 16400 4 23 9437184 4 2147483649 1078018080 8390656 is_linear=0 shrinkage=0.01 Tree=337 num_leaves=23 num_cat=1 split_feature=1 11 7 13 4 26 3 12 9 10 2 2 8 25 8 7 7 3 9 9 16 13 split_gain=6.12014e+06 3.24244e+07 5.32056e+07 2.46446e+07 1.41648e+07 7.65457e+06 9.32881e+06 2.90457e+06 3.23375e+06 1.36436e+07 2.61406e+06 2.5593e+06 3.96692e+06 3.53828e+06 3.54479e+06 2.24639e+06 1.51384e+06 1.29201e+06 903386 1.58529e+06 468495 171935 threshold=2781.5828000000006 3182.0603000000006 1538.3385000000001 85.365000000000009 2693.9010000000007 2022.5000000000002 748.6165000000002 3113.0710000000004 2854.0889000000006 13.850500000000002 184.07250000000002 189.07500000000002 2971.7767500000004 0 1148.5039000000004 2822.9627650000007 1306.1250000000002 1493.1141200000004 1329.0550000000001 395.07800000000003 152.87986350000003 13.805400000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 8 11 -10 21 15 13 17 -15 18 -11 -13 19 -1 -20 -9 right_child=1 -3 -4 -5 -6 -7 -8 10 9 16 -12 12 -14 14 -16 -17 -18 -19 20 -21 -22 -23 leaf_value=-0.0048697834082662358 2.3616555865508757 13.837296447753907 -10.820407057369458 13.12013963018145 -6.3077612991333014 -0.72176842994160129 10.692157825469971 0.13692505218765952 7.0099997597932813 0.24126884914579846 -4.3967638288225448 -0.21198066767835758 -3.4436641190846764 0.26129256376925691 1.6125142169710416 2.4941590160793727 -3.5557674880254839 -2.4210721234922055 -0.48273631222598207 0.35032685721397966 -1.8387938794782084 -1.1132933764024215 leaf_weight=354279 41 20 34 21 20 36 20 22 32 21 28 1362 30 5697 201 36 21 27 143 1261 31 22 leaf_count=354279 41 20 34 21 20 36 20 22 32 21 28 1362 30 5697 201 36 21 27 143 1261 31 22 internal_value=0 1.78597 0.384658 3.14533 1.35498 2.93492 5.09297 0.000125779 0.000523967 2.09075 -2.00819 9.79393e-05 0.185227 0.200166 0.306821 -0.00370975 -1.65725 -0.2531 -0.00396255 -0.00361 -0.724333 -0.488184 internal_weight=0 192 172 138 117 97 61 363213 363141 74 72 363067 7317 7287 5898 355750 42 1389 355714 355540 174 44 internal_count=363405 192 172 138 117 97 61 363213 363141 74 72 363067 7317 7287 5898 355750 42 1389 355714 355540 174 44 cat_boundaries=0 7 cat_threshold=2693283972 134316320 34606149 2185429026 3136 16400 4 is_linear=0 shrinkage=0.01 Tree=338 num_leaves=28 num_cat=1 split_feature=1 5 3 10 6 6 6 17 3 8 4 2 19 4 6 8 4 26 5 24 9 9 26 5 10 10 6 split_gain=5.99835e+06 3.99545e+07 4.05825e+07 3.31325e+07 4.965e+07 1.31551e+07 3.87346e+06 1.59927e+07 3.21499e+06 3.12742e+06 5.05332e+06 2.44896e+06 4.47852e+06 2.59275e+06 4.71378e+06 2.6909e+06 1.52282e+06 1.19113e+06 1.14599e+06 826821 2.44775e+06 2.26747e+07 1.62774e+06 792555 1.16959e+06 644547 597343 threshold=2781.5828000000006 14.489570000000002 274.86025000000006 3056.7500000000005 2976.3936000000008 1136.6981000000003 2976.3936000000008 86.586000000000013 1493.1141200000004 2971.7767500000004 1116.5450000000003 189.07500000000002 1916.2125000000003 785.57750000000021 172.95650000000003 1148.5039000000004 974.87180000000001 2022.5000000000002 166.61900000000003 0 395.07800000000003 419.23800000000006 2022.5000000000002 52.97787000000001 856.19400000000007 45.420750000000005 698.40204000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=6 2 17 4 5 8 9 16 -3 11 25 19 13 15 -15 -13 18 -2 -8 20 22 -22 -1 26 -25 -11 -21 right_child=1 3 -4 -5 -6 -7 7 -9 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20 23 21 -23 -24 24 -26 -27 -28 leaf_value=0.051712589979955752 4.2090382234539305 -1.3582764556490141 19.566490659713747 9.6823148574829094 -18.471613815307617 5.5647778386655053 -0.5431191783481174 9.2827626004426378 -6.4277685234763409 1.0915548094113667 -5.4044619022096905 0.11057370204363334 -4.4298648707071946 2.077282145321369 0.20692328411499467 1.6406368129171878 -2.1490330590142146 1.2795191310799641 2.5716010057358516 -0.018980200931369762 9.1588110729853316 0.12834741197134319 -0.022332852884365432 0.061738099694158305 1.1883699940866039 -1.2027430587768555 0.42828288791171681 leaf_weight=60068 35 29 20 20 20 23 27 23 22 24 28 6534 21 200 413 117 27 23 21 226163 30 380 58702 10018 93 25 299 leaf_count=60068 35 29 20 20 20 23 27 23 22 24 28 6534 21 200 413 117 27 23 21 226163 30 380 58702 10018 93 25 299 internal_value=0 1.76811 7.28301 -2.00524 -4.49195 -0.713663 0.000124521 1.98795 -3.54512 -0.000411967 -2.01553 1.54387e-05 0.181514 0.194846 0.817155 0.13749 -0.249127 3.04733 0.819571 -0.00370124 0.0177769 0.789113 0.0151157 -0.0145216 0.0721008 -0.0790053 -0.0183897 internal_weight=0 192 78 114 94 74 363213 98 51 363115 77 363038 7285 7264 613 6651 75 58 48 355753 119180 410 118770 236573 10111 49 226462 internal_count=363405 192 78 114 94 74 363213 98 51 363115 77 363038 7285 7264 613 6651 75 58 48 355753 119180 410 118770 236573 10111 49 226462 cat_boundaries=0 1 cat_threshold=23 is_linear=0 shrinkage=0.01 Tree=339 num_leaves=25 num_cat=1 split_feature=1 5 0 11 0 6 17 7 0 8 7 2 19 0 15 0 6 0 7 11 24 0 9 4 split_gain=5.87898e+06 3.91594e+07 6.49828e+07 5.61525e+07 5.08496e+07 3.79638e+06 1.56744e+07 3.66596e+06 3.15846e+06 3.06518e+06 5.98736e+06 2.40022e+06 4.3894e+06 3.29525e+06 3.38863e+06 2.16096e+06 2.76197e+06 1.98769e+06 1.68408e+06 1.0987e+06 836842 2.60931e+06 2.36106e+06 49624.1 threshold=2781.5828000000006 14.489570000000002 1884.2950000000003 1670.1750000000002 2778.6210000000005 2976.3936000000008 86.586000000000013 1306.1250000000002 54.605550000000008 2971.7767500000004 762.97500000000002 189.07500000000002 1916.2125000000003 21.738000000000003 1947.7010000000002 1519.5755740000002 698.40204000000006 42.173665000000007 2822.9627650000007 789.79950000000008 0 474.29950500000001 395.07800000000003 9.6595000000000031 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=5 2 8 4 15 9 7 17 -2 11 23 18 13 19 -15 16 -3 -7 20 -13 21 -1 -22 -11 right_child=1 3 -4 -5 -6 6 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 leaf_value=-0.022325723726668589 4.1343233550113183 -5.02692997195504 21.324810565450917 10.926619691115159 -18.578986040198284 -0.35048900413513179 9.189935544262763 -3.9129463653564454 -0.72392962753772738 1.0387462005615233 -4.8947353094977304 -0.0088299471217235664 -4.3855662910143538 0.36766599094317692 3.7989411939423663 1.4567512397766114 -0.070826807436735736 3.6014197883605958 2.0229177228415884 -1.3522798795084798 0.0049415868436360061 -0.69528387149033466 0.50605167912477156 0.33430261945724488 leaf_weight=117793 23 22 23 26 23 35 23 20 32 20 37 3353 21 3820 29 20 23 20 41 62 236396 579 944 20 leaf_count=117793 23 22 23 26 23 35 23 20 32 20 37 3353 21 3820 29 20 23 20 41 62 236396 579 944 20 internal_value=0 1.75043 7.21018 -1.98518 -5.80004 0.000123276 1.96807 -0.246635 1.3077 -0.000407847 -1.99538 1.52842e-05 0.179699 0.192897 0.393519 -1.27825 -2.49381 1.08657 -0.00366423 -0.0332205 -0.00389781 -0.0256152 0.00693442 0.686524 internal_weight=0 192 78 114 88 363213 98 75 55 363115 77 363038 7285 7264 3849 65 45 55 355753 3415 355712 118372 237340 40 internal_count=363405 192 78 114 88 363213 98 75 55 363115 77 363038 7285 7264 3849 65 45 55 355753 3415 355712 118372 237340 40 cat_boundaries=0 1 cat_threshold=2696 is_linear=0 shrinkage=0.01 Tree=340 num_leaves=34 num_cat=2 split_feature=12 3 1 24 3 6 16 17 0 11 3 0 0 1 1 0 4 24 3 16 0 3 17 5 7 9 11 3 16 0 9 11 2 split_gain=7.81332e+06 1.24107e+07 5.96148e+06 1.87779e+07 9.36139e+07 3.53598e+07 2.11787e+07 3.65178e+06 5.01254e+06 3.04604e+06 3.5745e+06 4.44023e+06 2.30103e+06 6.40823e+06 9.72937e+06 3.0001e+06 1.54233e+06 1.63767e+06 2.98979e+06 2.79562e+06 1.44035e+06 1.37366e+06 1.93983e+06 1.32256e+06 6.92571e+06 2.28618e+06 1.26937e+06 1.23808e+06 1.16227e+06 1.00865e+06 815857 514024 342202 threshold=3113.0710000000004 1282.3492500000004 860.12500000000011 0 2725.8677800000005 2976.3936000000008 1595.6657935000001 55.04196000000001 804.19674500000008 2105.5980000000004 2725.8677800000005 2778.6210000000005 1884.2950000000003 48.966000000000001 367.00000000000006 2778.6210000000005 480.67500000000001 1 171.89580000000004 246.98000000000005 64.194000000000003 748.6165000000002 623.90970000000004 1561.8224400000001 576.56500000000017 119.5475 355.25000000000006 2725.8677800000005 274.34595000000007 4.7600710000000008 923.19600000000014 734.30050000000017 11.905750000000003 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 20 12 4 6 9 7 8 -4 10 11 -5 16 15 -15 -14 23 21 30 -20 31 22 -18 27 25 -25 -23 29 -9 -1 -19 -2 -29 right_child=1 -3 3 5 -6 -7 -8 28 -10 -11 -12 -13 13 14 -16 -17 17 18 19 -21 -22 26 -24 24 -26 -27 -28 32 -30 -31 -32 -33 -34 leaf_value=-0.0094800923644990341 -0.3343636565549033 -8.3276019181876357 0.42025785478248084 0.17979790785660346 19.254555725733439 -11.826526908691113 11.200019100308419 -3.1190676696777344 2.837845042615101 -3.8113913345336914 4.1138302022760564 -3.9561454179551867 -0.91886292662776881 4.7521812457787362 -2.611200172480415 -4.0551667888828966 -0.041097621092632888 0.14413484308913291 1.4087957107939133 -0.34313041371884551 1.7948504148721696 -0.35736479729413989 2.7470458140740028 -0.49086965019585654 5.9813080132525895 2.7751574998635511 -2.6164455963435929 -0.75781988961356017 -0.45036256526378882 0.041496333444835769 -1.6251388498588843 -2.5216466773640027 -2.5234262317159901 leaf_weight=315309 21 29 329 672 30 26 20 25 116 20 22 27 61 38 34 61 620 751 438 115 20 72 26 122 23 26 38 21 47 44264 27 22 23 leaf_count=315309 21 29 329 672 30 26 20 25 116 20 22 27 61 38 34 61 620 751 438 115 20 72 26 122 23 26 38 21 47 44264 27 22 23 internal_value=0 -2.91414 0.000455132 0.667724 2.02764 -0.359337 1.103 0.712401 1.05046 0.038171 0.144955 0.0200404 -0.00200334 -1.09079 1.27503 -2.48701 -0.00141964 0.269644 0.478717 1.04447 -0.422236 -0.103411 0.0711187 -0.00299198 0.876246 0.0828919 -1.13777 -0.00341007 -1.377 -0.00320481 0.0827333 -1.45344 -1.68075 internal_weight=0 92 363403 1334 567 767 537 517 445 741 721 699 362069 194 72 122 361875 2087 1331 553 63 756 646 359788 171 148 110 359617 72 359573 778 43 44 internal_count=363495 92 363403 1334 567 767 537 517 445 741 721 699 362069 194 72 122 361875 2087 1331 553 63 756 646 359788 171 148 110 359617 72 359573 778 43 44 cat_boundaries=0 1 2 cat_threshold=2404 650 is_linear=0 shrinkage=0.01 Tree=341 num_leaves=36 num_cat=3 split_feature=12 3 1 25 3 0 1 3 8 0 16 8 24 3 5 0 1 2 7 0 26 10 13 6 5 0 0 0 1 25 13 5 3 11 26 split_gain=7.65784e+06 1.21637e+07 5.84285e+06 5.78778e+07 1.76493e+08 3.11526e+07 3.43096e+07 1.70883e+07 1.45931e+07 1.84385e+07 1.013e+07 7.76327e+06 3.96095e+06 4.71003e+06 2.88218e+06 2.25524e+06 6.28071e+06 9.53853e+06 3.15465e+06 2.9404e+06 5.14676e+06 1.97718e+06 3.33693e+06 7.19704e+06 1.86652e+06 1.41168e+06 1.3924e+06 3.42647e+06 3.65038e+07 1.80888e+06 1.14748e+06 728393 1.0213e+06 503795 164898 threshold=3113.0710000000004 1282.3492500000004 860.12500000000011 0 2725.8677800000005 2778.6210000000005 2781.5828000000006 132.01500000000001 7.2885000000000009 33.002500000000005 1927.9850000000004 137.48400000000001 1 543.62350000000004 1561.8224400000001 1884.2950000000003 48.966000000000001 69.712000000000018 313.37825000000004 2778.6210000000005 2022.5000000000002 1935.1350000000002 26.254000000000001 329.88400000000007 772.27550000000008 64.194000000000003 4.7600710000000008 4.9524400000000011 22.752404000000002 2 575.15400000000011 2871.8940000000007 2725.8677800000005 734.30050000000017 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 25 15 4 7 10 24 8 9 -4 12 -9 13 -5 -14 21 19 -18 -19 34 -21 26 23 -23 -7 33 31 28 -28 -29 -24 32 -1 -2 -17 right_child=1 -3 3 5 -6 6 -8 11 -10 -11 -12 -13 14 -15 -16 16 17 18 -20 20 -22 22 30 -25 -26 -27 27 29 -30 -31 -32 -33 -34 -35 -36 leaf_value=-0.0092614657856069007 -0.3310200242201487 -8.2443261113660089 2.6525567601556364 0.1049687981260112 34.449829788208007 -3.9241679491996764 -17.367837360927037 -5.2178172121376827 -1.2480723226070405 15.3148892261671 6.7215874501069388 2.1643160602024625 -0.22986858776092528 2.058301389632998 -2.7952086638410885 -0.46155247184208464 6.9344579392387757 -3.5121124572020315 1.463014797592163 -6.2744359779357914 -0.28099804836770764 0.66238122005851907 -2.4141929163251605 7.780879898071289 0.29682734402743255 1.7769019309282303 -0.039766664847651907 0.25674262354590477 14.174300944447518 0.025234390654197691 0.55887468786800609 1.4130770704481337 -1.8544349619547527 -2.4964302496476605 -1.512915133696336 leaf_weight=316241 21 29 23 371 20 20 21 29 20 23 24 28 500 185 48 35 21 26 25 38 23 49 21 20 22 20 187 3664 20 41573 34 36 30 22 26 leaf_count=316241 21 29 23 371 20 20 21 29 20 23 24 28 500 185 48 35 21 26 25 38 23 49 21 20 22 20 187 3664 20 41573 34 36 30 22 26 internal_value=0 -2.885 0.000450581 0.661046 6.44817 -0.0872063 -6.93139 2.4193 5.88318 8.98372 0.294276 -1.59151 0.154552 0.741571 -0.446423 -0.00198331 -1.07988 1.26228 -1.07332 -2.46214 -4.01462 -0.00140545 1.26111 2.72571 -1.71317 -0.418013 -0.00183821 0.0499217 1.33357 0.0440479 -0.576297 -0.00927459 -0.00943649 -1.4389 -0.909674 internal_weight=0 92 363403 1334 143 1191 63 123 66 46 1128 57 1104 556 548 362069 194 72 51 122 61 361875 124 69 42 63 361751 45444 207 45237 55 316307 316271 43 61 internal_count=363495 92 363403 1334 143 1191 63 123 66 46 1128 57 1104 556 548 362069 194 72 51 122 61 361875 124 69 42 63 361751 45444 207 45237 55 316307 316271 43 61 cat_boundaries=0 7 8 14 cat_threshold=1048576 0 0 0 0 0 128 1334 49152 134283780 80 4194304 8389249 4210752 is_linear=0 shrinkage=0.01 Tree=342 num_leaves=33 num_cat=4 split_feature=12 2 1 25 2 0 1 16 11 1 24 7 5 0 1 1 0 26 10 5 6 5 2 0 0 13 25 13 5 25 7 26 split_gain=7.50545e+06 9.50389e+06 5.72657e+06 5.6726e+07 1.49767e+08 3.05326e+07 3.36268e+07 9.92842e+06 9.6069e+06 8.59961e+06 3.88212e+06 4.30119e+06 2.82482e+06 2.21036e+06 6.15572e+06 9.52973e+06 2.88189e+06 5.04434e+06 1.93783e+06 3.29472e+06 2.04828e+06 1.82938e+06 1.44246e+06 1.36472e+06 3.35828e+06 3.62452e+07 1.77299e+06 1.13023e+06 713898 603463 557323 161617 threshold=3113.0710000000004 1271.7445000000002 860.12500000000011 0 2682.0900000000006 2778.6210000000005 2781.5828000000006 1927.9850000000004 88.390750000000011 1892.2623000000001 1 1941.9625000000003 1561.8224400000001 1884.2950000000003 48.966000000000001 367.00000000000006 2778.6210000000005 2022.5000000000002 1935.1350000000002 367.52900000000005 747.89455000000009 772.27550000000008 189.07500000000002 4.7600710000000008 4.9524400000000011 8.5910000000000029 2 942.81900000000007 2871.8940000000007 3 17.544900000000002 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 left_child=2 27 13 4 8 7 21 10 9 22 11 -5 -12 18 16 -16 31 -18 23 20 30 -7 -4 28 25 -25 -26 -2 29 -1 -20 -15 right_child=1 -3 3 5 -6 6 -8 -9 -10 -11 12 -13 -14 14 15 -17 17 -19 19 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.036766086470945772 1.0413618633054917 -6.7748111147493937 0.68974581128672552 0.96829372413413706 29.063738854980471 -3.88492627453804 -17.194159131731308 6.6543713438510892 -2.3652929073221545 8.8502608337402346 -0.22756989981651304 -2.7541132424094461 -2.7672565552592276 -0.4569369833128793 4.6909498412985551 -2.5964963168256423 -6.211691590547562 -0.27818803621375043 0.028537003273187679 3.7480252487595016 2.9938769254684452 0.29385903445157135 3.9554509716942197 -0.048229166827099851 0.2541821892881258 14.115400738954545 0.024982107067805584 -1.849178581237793 1.3989462884267172 -0.013479658982459576 -1.8736406485239665 -1.4977859805180476 leaf_weight=26039 31 37 38 523 25 20 21 24 34 25 500 33 48 35 38 34 38 23 43 37 20 22 21 187 3664 20 41573 24 36 290232 24 26 leaf_count=26039 31 37 38 523 25 20 21 24 34 25 500 33 48 35 38 34 38 23 43 37 20 22 21 187 3664 20 41573 24 36 290232 24 26 internal_value=0 -2.85615 0.000446152 0.654436 6.38369 -0.0863343 -6.86208 0.291333 2.11959 3.9349 0.153006 0.734155 -0.441959 -0.00196339 -1.06909 1.24966 -2.43752 -3.97447 -0.00139131 1.2485 0.185486 -1.69604 1.85212 -0.00181975 0.0494231 1.32024 0.043608 -0.219965 -0.00918184 -0.00934213 -0.65284 -0.900578 internal_weight=0 92 363403 1334 143 1191 63 1128 118 84 1104 556 548 362069 194 72 122 61 361875 124 87 42 59 361751 45444 207 45237 55 316307 316271 67 61 internal_count=363495 92 363403 1334 143 1191 63 1128 118 84 1104 556 548 362069 194 72 122 61 361875 124 87 42 59 361751 45444 207 45237 55 316307 316271 67 61 cat_boundaries=0 7 8 14 21 cat_threshold=1048576 0 0 0 0 0 128 1334 49152 134283780 80 4194304 8389249 4210752 2147483648 1091633172 276828676 71566848 579901440 2151761988 2 is_linear=0 shrinkage=0.01 Tree=343 num_leaves=29 num_cat=1 split_feature=12 3 3 12 5 4 6 21 2 13 15 21 0 0 25 12 0 10 3 0 3 5 10 9 12 5 15 15 split_gain=7.35609e+06 1.17613e+07 4.86331e+06 4.42737e+07 2.28234e+07 8.51297e+06 3.31094e+06 6.32316e+06 4.6508e+06 3.28055e+06 3.02766e+06 1.16351e+07 1.39217e+06 1.37158e+06 4.21581e+06 3.15342e+07 5.55858e+06 1.31745e+06 1.15237e+06 973128 777255 771995 624879 681139 664932 596537 141314 18359.2 threshold=3113.0710000000004 1282.3492500000004 2725.8677800000005 85.709000000000017 1908.1960000000001 974.87180000000001 1937.6795000000002 123.84350000000002 624.21400000000006 136.62600000000003 1947.7010000000002 76.062000000000012 64.194000000000003 4.7600710000000008 0 163.29990000000001 2778.6210000000005 195.43457000000004 888.08100000000013 195.69400000000005 58.519030000000008 259.98675000000009 1935.1350000000002 2854.0889000000006 26.308000000000003 1561.8224400000001 350.34962850000005 2869.3449000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 6 4 5 19 10 8 18 25 13 17 26 22 15 -15 -16 27 20 -4 -8 -19 23 -1 -24 -10 -2 -12 right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 11 -13 -14 14 16 -17 -18 21 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 leaf_value=-0.0093092615850722468 -0.85547028446739382 -8.0975313502344584 -1.5075330840216743 11.267191647710026 -8.8219664484659841 7.0732787542343134 -0.66048168711466337 6.5779515852928157 5.7446372767857143 0.43058378855387369 1.4613383898527728 8.5584686851501459 1.7779489147663117 0.46399072493482052 0.043779206452136496 13.239088294267654 -2.1967366349885054 0.20242030334472655 -2.6788092479705812 1.2011706888108027 1.1350059953000811 -2.5427828943161739 1.6257940665535304 1.6093259290548472 -0.55827601051330566 3.3314779996871948 -2.0023167846316383 1.0617823327105977 leaf_weight=316493 22 29 36 37 30 20 73 20 21 36 23 20 20 570 45640 20 111 20 20 21 36 21 46 26 20 20 21 23 leaf_count=316493 22 29 36 37 30 20 73 20 21 36 23 20 20 570 45640 20 111 20 20 21 36 21 46 26 20 20 21 23 internal_value=0 -2.82759 0.000441774 1.83782 -1.4228 1.45999 -0.000286583 1.20972 0.688528 2.63335 -0.00103985 1.68085 -0.401746 -0.00153572 0.0492761 0.882094 0.0383349 0.0997901 -0.472334 -0.50959 -0.0674766 -1.20366 -0.00897343 -0.0091763 0.963955 4.56749 -1.41556 1.26156 internal_weight=0 92 363403 144 107 77 363259 226 206 77 363033 107 63 362926 46341 590 45751 87 129 57 109 41 316585 316519 66 41 43 46 internal_count=363495 92 363403 144 107 77 363259 226 206 77 363033 107 63 362926 46341 590 45751 87 129 57 109 41 316585 316519 66 41 43 46 cat_boundaries=0 6 cat_threshold=8388608 0 0 65536 640 4210688 is_linear=0 shrinkage=0.01 Tree=344 num_leaves=37 num_cat=2 split_feature=12 3 1 25 3 0 1 3 8 0 16 8 17 14 0 1 1 0 26 5 4 25 7 12 0 3 9 5 7 9 3 8 6 11 2 26 split_gain=7.2097e+06 1.15273e+07 5.5809e+06 5.55989e+07 1.71006e+08 2.98235e+07 3.29295e+07 1.68663e+07 1.42454e+07 1.80094e+07 9.65945e+06 7.66439e+06 3.25421e+06 4.84034e+06 2.14363e+06 5.99959e+06 9.36588e+06 2.7859e+06 4.94805e+06 1.80439e+06 1.4745e+06 2.74013e+06 2.55227e+06 2.61939e+06 1.36447e+06 1.31793e+06 2.84579e+06 1.26771e+06 6.76196e+06 2.23732e+06 1.2059e+06 923366 836104 480051 347997 160365 threshold=3113.0710000000004 1282.3492500000004 860.12500000000011 0 2725.8677800000005 2778.6210000000005 2781.5828000000006 132.01500000000001 7.2885000000000009 33.002500000000005 1927.9850000000004 137.48400000000001 1623.3237500000002 1929.7000000000003 1884.2950000000003 48.966000000000001 367.00000000000006 2778.6210000000005 2022.5000000000002 772.27550000000008 480.67500000000001 1 1538.3385000000001 1132.9885000000002 64.194000000000003 815.10500000000013 658.43074000000013 1561.8224400000001 576.56500000000017 119.5475 2725.8677800000005 1973.6620000000003 187.99950000000001 734.30050000000017 11.905750000000003 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 24 14 4 7 10 19 8 9 -4 12 -9 13 -5 20 17 -17 35 -19 -7 27 25 23 -23 33 26 -22 30 29 -29 31 -1 -27 -2 -32 -16 right_child=1 -3 3 5 -6 6 -8 11 -10 -11 -12 -13 -14 -15 15 16 -18 18 -20 -21 21 22 -24 -25 -26 32 -28 28 -30 -31 34 -33 -34 -35 -36 -37 leaf_value=-0.0033566243346911592 -0.31994030248551142 -8.0165560307996024 2.5979480017786445 0.13341208761521139 33.87905123901367 -3.8455952036380769 -17.008292054675874 -5.2374810764707362 -1.2541745190620421 15.112070828313414 6.5622049766778945 2.0974885668073382 -3.7493930271693636 5.0990005493164068 -0.45075253248214725 4.64789604412882 -2.5766303728608522 -6.1307054482008283 -0.25410677204961363 0.3045511107011275 -0.22132284608658623 0.56659152933971724 3.0797173612545699 -2.0357099533081056 1.7601694440841675 -0.096027285601641685 2.0681923095250534 -0.49361764992846818 5.9022478286079743 2.7373157187608572 -0.7280099373772031 1.0918299513048941 -2.0073745352427164 -2.4337073972008447 -2.5085048542851989 -1.4875626204564021 leaf_weight=359496 21 29 23 1063 20 20 21 29 20 23 24 28 21 20 35 38 34 38 23 22 680 1172 39 40 20 37 59 122 23 26 21 77 60 22 23 26 leaf_count=359496 21 29 23 1063 20 20 21 29 20 23 24 28 21 20 35 38 34 38 23 22 680 1172 39 40 20 37 59 122 23 26 21 77 60 22 23 26 internal_value=0 -2.79932 0.000437357 0.646055 6.31811 -0.0872882 -6.7839 2.35032 5.79162 8.85501 0.285951 -1.63434 0.149511 0.225113 -0.00194134 -1.05283 1.23631 -2.40381 -3.91494 -1.67171 -0.00137797 0.263658 0.557277 0.480707 -0.397729 -0.180227 -0.0385334 -0.00291534 0.857898 0.0739788 -0.00332466 -0.0031221 -1.2783 -1.4014 -1.65872 -0.892672 internal_weight=0 92 363403 1334 143 1191 63 123 66 46 1128 57 1104 1083 362069 194 72 122 61 42 361875 2087 1251 1212 63 836 739 359788 171 148 359617 359573 97 43 44 61 internal_count=363495 92 363403 1334 143 1191 63 123 66 46 1128 57 1104 1083 362069 194 72 122 61 42 361875 2087 1251 1212 63 836 739 359788 171 148 359617 359573 97 43 44 61 cat_boundaries=0 7 14 cat_threshold=1048576 0 0 0 0 0 128 2291400708 134217764 833 1081081888 4196352 2 128 is_linear=0 shrinkage=0.01 Tree=345 num_leaves=31 num_cat=5 split_feature=14 2 2 12 4 5 4 4 20 8 25 24 3 4 5 3 6 25 3 2 2 20 10 25 9 2 3 24 5 3 split_gain=7.23048e+06 2.22995e+07 1.57009e+07 5.34166e+07 1.56758e+08 2.51674e+07 3.59853e+06 2.46277e+06 5.25633e+06 5.23791e+06 5.10488e+06 4.2023e+06 2.26607e+06 1.81112e+06 1.69668e+06 1.28143e+06 1.11028e+06 3.01802e+06 6.70718e+06 2.00293e+06 1.84735e+06 1.26527e+06 1.50233e+06 1.06625e+06 3.74303e+06 2.24861e+07 1.3268e+06 598593 874025 550447 threshold=3182.0603000000006 1271.7445000000002 2682.0900000000006 85.709000000000017 1522.8167500000002 1561.8224400000001 7.273200000000001 480.67500000000001 1648.7037500000004 2971.7767500000004 0 1 373.20250000000004 40.028000000000013 584.10300000000018 698.94000000000005 155.78 2 411.39420000000001 242.57000000000002 385.09140000000008 1052.3600000000004 1935.1350000000002 3 375.64974000000007 27.046500000000005 698.94000000000005 4 2871.8940000000007 1282.3492500000004 decision_type=2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 1 2 2 left_child=2 13 7 5 -5 6 -4 16 9 10 11 -9 -8 -2 -12 -11 23 18 20 -20 -18 22 -19 24 26 -26 -1 29 -29 -25 right_child=1 -3 3 4 -6 -7 12 8 -10 15 14 -13 -14 -15 -16 -17 17 21 19 -21 -22 -23 -24 27 25 -27 -28 28 -30 -31 leaf_value=0.045905898310003301 -0.79788477503020194 -10.596118462635921 4.1657240515708924 -2.9895472026693408 33.401818753242495 -7.4854148096508446 -2.130718528202602 2.0060211033387616 4.7858642203991231 -1.5531730006989977 -0.17224219660989701 0.42706675646758757 2.2148399216788155 3.0582336988903229 0.5638054685347974 -5.0900006408691407 0.27792037816466514 0.076254447987006813 6.8257118381153452 2.6052161440641983 3.3617776961553667 -1.9065119382739066 2.3981719146456038 -0.038737142220636421 0.1215422185411993 9.1146439558267591 1.0799865145111085 -0.0037419854811877539 1.9895347361131146 -1.3936584323247274 leaf_weight=16833 29 26 50 29 20 36 21 265 26 21 1240 484 28 21 419 20 259 5815 22 23 21 32 28 55672 212 32 125 281748 22 30 leaf_count=16833 29 26 50 29 20 36 21 265 26 21 1240 484 28 21 419 20 259 5815 22 23 21 32 28 55672 212 32 125 281748 22 30 internal_value=0 -3.08441 0.0003609 2.92077 11.8641 -0.325321 2.27835 -0.00111799 0.313251 0.265767 0.326113 1.00478 0.352458 0.821685 0.0135735 -3.27845 -0.00327405 0.129391 1.05273 4.66857 0.50921 0.0763908 0.0873812 -0.00559315 0.071181 1.30097 0.0535283 -0.00950839 -0.00358623 -0.0394598 internal_weight=0 76 363533 184 49 135 99 363349 2475 2449 2408 749 49 50 1659 41 360874 6200 325 45 280 5875 5843 354674 17202 244 16958 337472 281770 55702 internal_count=363609 76 363533 184 49 135 99 363349 2475 2449 2408 749 49 50 1659 41 360874 6200 325 45 280 5875 5843 354674 17202 244 16958 337472 281770 55702 cat_boundaries=0 7 8 14 20 21 cat_threshold=137379840 1074102784 1576960 2147745792 8410112 16384 132 2384 2097152 134217792 67108864 0 64 16384 8388736 4 16 1111506976 545426049 71313472 2176 is_linear=0 shrinkage=0.01 Tree=346 num_leaves=32 num_cat=1 split_feature=16 14 3 4 7 4 7 6 6 1 4 13 4 2 2 2 9 1 23 3 2 2 7 26 0 20 24 0 0 11 26 split_gain=9.75567e+06 3.32288e+07 1.72108e+07 5.22973e+07 1.23212e+07 7.76826e+06 4.4621e+06 3.08135e+06 2.55296e+06 3.88818e+06 8.06933e+06 5.47183e+06 4.33144e+06 2.87944e+06 1.63527e+06 2.57039e+06 3.63091e+07 1.02659e+07 2.05266e+06 1.75152e+06 1.56973e+06 2.72106e+06 1.1082e+06 724720 1.99044e+06 6.03256e+06 1.86091e+06 1.14741e+07 3.23727e+06 656252 228956 threshold=3006.0949125000006 1619.4627500000004 2725.8677800000005 2693.9010000000007 1538.3385000000001 1522.8167500000002 659.5150000000001 164.65867500000004 1937.6795000000002 104.01000000000001 1292.0010000000002 29.427500000000006 559.40605000000016 234.80250000000004 26.254000000000001 27.535980000000006 111.91425000000002 114.39200000000001 352.12500000000006 373.20250000000004 104.01000000000001 784.03650000000005 22.195000000000004 2022.5000000000002 497.59550000000002 297.77500000000003 0 804.19674500000008 1275.1415000000002 263.21000000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=2 7 8 5 -5 6 20 -2 14 22 12 -12 13 -11 23 16 17 -16 19 -17 -4 -22 30 26 29 -26 27 -1 -28 -25 -10 right_child=1 -3 3 4 -6 -7 -8 -9 9 10 11 -13 -14 -15 15 18 -18 -19 -20 -21 21 -23 -24 24 25 -27 28 -29 -30 -31 -32 leaf_value=0.053067999686578368 -0.75664835067895742 -12.46187221315172 -1.818235432717108 7.6304972953796391 18.730584045410154 -5.0324123287200928 4.3196410739783087 4.4642839865684509 0.9397973926862081 4.791348862464611 1.7224683672587078 -4.8434563888203011 6.919188043225196 0.34159204013419875 0.0027301551296861817 0.037490025607006212 13.637260413680758 7.1223853182792665 -3.1427669734954833 0.34563942453012503 3.8179995632171631 -1.2784449358419938 -2.2176193046569823 -0.0221925666459479 -0.88131009810111094 3.8074829068677181 -0.011576338116914076 2.9409667221186817 -1.8779999965493397 0.19538207902843521 -0.2956685228943825 leaf_weight=45187 26 27 31 20 20 24 33 20 24 26 30 22 31 33 569 23051 21 21 20 2005 20 22 28 165499 510 29 124591 138 93 1398 40 leaf_count=45187 26 27 31 20 20 24 33 20 24 26 30 22 31 33 569 23051 21 21 20 2005 20 22 28 165499 510 29 124591 138 93 1398 40 internal_value=0 -3.65559 0.000453649 3.18153 13.1805 0.104917 1.26809 1.51332 -0.00103461 1.04314 2.08071 -1.05542 3.89269 2.3025 -0.00170747 0.0752069 0.716049 0.256142 0.0595922 0.0621484 -0.111385 1.14843 -0.558315 -0.00756236 -0.0223295 -0.629037 0.00698125 0.0618471 -0.0129674 -0.0203701 0.167631 internal_weight=0 73 363536 170 40 130 106 46 363366 234 142 52 90 59 363132 25687 611 590 25076 25056 73 42 92 337445 167436 539 170009 45325 124684 166897 64 internal_count=363609 73 363536 170 40 130 106 46 363366 234 142 52 90 59 363132 25687 611 590 25076 25056 73 42 92 337445 167436 539 170009 45325 124684 166897 64 cat_boundaries=0 1 cat_threshold=7 is_linear=0 shrinkage=0.01 Tree=347 num_leaves=29 num_cat=3 split_feature=16 15 3 12 4 6 10 2 6 26 6 4 2 2 13 4 2 25 2 24 23 3 10 25 9 26 11 7 split_gain=9.56154e+06 2.91945e+07 1.68683e+07 7.79659e+07 1.15632e+08 2.26255e+07 3.56815e+06 2.57049e+06 2.96937e+06 2.59038e+06 2.50216e+06 3.64262e+06 7.02301e+06 7.77156e+06 4.71245e+06 1.65563e+06 1.60273e+06 6.16741e+06 8.17669e+07 2.8595e+06 2.00561e+06 1.68811e+06 938842 823476 783307 717936 705712 652089 threshold=3006.0949125000006 2869.3449000000005 2725.8677800000005 85.709000000000017 1888.1190000000004 1937.6795000000002 379.01500000000004 1468.575 6.6929040000000013 2022.5000000000002 1937.6795000000002 1522.8167500000002 624.21400000000006 1827.1555000000001 29.427500000000006 148.05000000000004 26.254000000000001 0 28.901050000000001 1 352.12500000000006 373.20250000000004 1935.1350000000002 2 309.41100000000012 2022.5000000000002 279.32975000000005 128.47600000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 9 2 2 2 2 left_child=2 6 10 5 -5 7 -2 8 9 -4 16 12 15 -14 -13 27 22 18 -18 -20 21 -19 23 26 -24 -25 -1 -12 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 11 14 13 -15 -16 -17 17 20 19 -21 -22 -23 24 25 -26 -27 -28 -29 leaf_value=0.22561650020484295 2.4515682551168627 -13.913695005893707 3.5473708763122556 0.16124536548342025 30.797327301718976 -9.9060728391011565 -2.8142666702514343 3.5652558672869645 -3.1063137444582849 -1.157519005428661 0.17156562955562887 1.5144267196655272 7.848601593971253 0.40733890647888182 -4.8314407998865301 2.0988214707985904 21.023133521080016 0.032769277747469065 1.4253496061174238 -0.3056907462261429 -3.1113393020629885 0.33693142995471603 0.46673743994339656 0.0058538241042999399 2.8372597513198854 -0.023373074998482322 2.1202990665435792 -1.7022675312940891 leaf_weight=1152 31 20 25 28 22 24 22 27 22 22 65 25 32 25 22 39 20 23263 137 267 20 1980 46 169409 20 166798 20 26 leaf_count=1152 31 20 25 28 22 24 22 27 22 22 65 25 32 25 22 39 20 23263 137 267 20 1980 46 169409 20 166798 20 26 internal_value=0 -3.61903 0.000449112 3.14972 13.6411 -1.2217 0.26575 0.949394 -0.0742036 1.34508 -0.00102427 1.03271 1.65821 4.58489 -1.45598 0.374976 -0.0016904 0.0744549 1.25648 0.309035 0.0540976 0.056627 -0.00748673 -0.00772003 1.18508 -0.00864588 0.255767 -0.363815 internal_weight=0 73 363536 170 50 120 53 96 69 47 363366 234 187 57 47 130 363132 25687 424 404 25263 25243 337445 337379 66 336207 1172 91 internal_count=363609 73 363536 170 50 120 53 96 69 47 363366 234 187 57 47 130 363132 25687 424 404 25263 25243 337445 337379 66 336207 1172 91 cat_boundaries=0 6 7 13 cat_threshold=2155874304 0 0 262144 640 18432 1073 0 0 0 4194304 2176 16384 is_linear=0 shrinkage=0.01 Tree=348 num_leaves=27 num_cat=1 split_feature=16 14 2 4 6 0 0 8 6 2 0 8 6 15 0 6 9 8 2 1 4 25 8 1 4 14 split_gain=9.37126e+06 3.21811e+07 1.43944e+07 5.85149e+07 1.83158e+07 9.55139e+06 5.4033e+06 3.60954e+06 4.28347e+06 5.82562e+06 2.02007e+07 5.39153e+06 4.23848e+06 3.25372e+06 9.42019e+06 3.02884e+06 2.16049e+06 2.12696e+06 1.85701e+06 2.88087e+06 1.77728e+06 5.02683e+06 1.56537e+06 1.37023e+06 710106 476436 threshold=3006.0949125000006 1619.4627500000004 2682.0900000000006 2693.9010000000007 60.407300000000006 1275.1415000000002 1519.5755740000002 2971.7767500000004 1937.6795000000002 624.21400000000006 635.46050000000014 1148.5039000000004 1324.2200000000003 1947.7010000000002 174.79296150000002 164.65867500000004 658.43074000000013 151.3821025 223.62625000000003 133.85250000000005 480.67500000000001 0 1973.6620000000003 53.904000000000003 727.60250000000008 11.911900000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=2 15 7 4 5 23 16 8 13 18 -11 -12 24 20 25 -2 -6 -5 19 -10 22 -22 -1 -4 -9 -15 right_child=1 -3 3 17 6 -7 -8 12 9 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.0038506914990165705 -0.74661325381352361 -12.249187339500144 2.6433641853332519 11.190548023223878 0.31617285112539928 8.8166406440734857 -7.4566255664825443 0.13385278224945069 -0.24636357514164114 11.463459271970002 -2.5457256052494048 4.0607640938531784 -5.6098380513985955 0.54555213868618013 6.3754132547686178 4.4296374313831333 -4.1340518674850468 15.802445899963379 -2.0890761852264403 3.2716731457999262 0.78151065953153143 -0.15023232761137506 1.5852472359903396 -0.60561505918149594 -2.0419323182106019 -1.1669342107483835 leaf_weight=360568 26 27 25 20 24 22 26 40 79 23 30 21 24 32 31 20 20 20 28 33 1051 1273 62 27 24 33 leaf_count=360568 26 27 25 20 24 22 26 40 79 23 30 21 24 32 31 20 20 20 28 33 1051 1273 62 27 24 33 internal_value=0 -3.58284 0.000444929 2.7967 -0.175462 3.29322 -3.84236 -0.000971085 -0.000480524 1.41389 3.6833 0.174594 -2.026 -0.00131423 1.83944 1.50393 -1.70666 13.4965 0.214345 0.790201 -0.0018011 0.273853 -0.00357749 0.956394 -0.682067 -0.323864 internal_weight=0 73 363536 184 144 74 70 363352 363264 214 74 51 88 363050 96 46 44 40 140 112 362954 2324 360630 52 64 65 internal_count=363609 73 363536 184 144 74 70 363352 363264 214 74 51 88 363050 96 46 44 40 140 112 362954 2324 360630 52 64 65 cat_boundaries=0 7 cat_threshold=3194880 1074102784 1576960 2147745792 8410112 16384 4 is_linear=0 shrinkage=0.01 Tree=349 num_leaves=27 num_cat=1 split_feature=16 15 3 12 2 6 10 2 6 26 8 6 2 0 13 7 15 0 2 5 2 25 10 7 12 6 split_gain=9.18478e+06 2.82717e+07 1.6319e+07 7.65652e+07 8.7618e+07 2.23796e+07 3.46743e+06 2.45317e+06 2.91291e+06 2.53819e+06 2.41806e+06 3.84704e+06 4.09531e+06 1.10468e+07 6.08583e+06 3.24315e+06 1.85086e+06 7.61805e+06 1.6483e+06 1.8663e+06 1.54412e+06 6.11549e+06 1.01206e+06 489051 455834 78853.7 threshold=3006.0949125000006 2869.3449000000005 2725.8677800000005 85.709000000000017 1468.575 1937.6795000000002 379.01500000000004 1468.575 6.6929040000000013 2022.5000000000002 2971.7767500000004 1937.6795000000002 624.21400000000006 635.46050000000014 855.90750000000014 659.5150000000001 1947.7010000000002 174.79296150000002 234.80250000000004 18.407500000000002 26.254000000000001 0 1935.1350000000002 1941.9625000000003 17.831000000000003 22.332262500000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=2 6 10 5 -5 7 -2 8 9 -4 11 16 18 -14 -15 25 20 24 19 -13 22 -22 -1 -17 -18 -12 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 15 12 13 14 -16 23 17 -19 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.007682426826878661 2.43062249210573 -13.677659196853638 3.5110517669677734 0.25706897659301758 26.732415490722655 -9.8710123221079513 -2.7603588713299145 3.4807728788587782 -3.0778100932728161 -1.1461957233602351 0.47258377428408027 -0.4194322497447332 8.3253316451885091 3.0560202945603265 -3.7178415171305339 -2.5954494667053223 0.25917076806764344 5.7698621123177665 -2.0125741401085486 2.1689114991976663 1.2514824787995351 0.052783592444258814 1.3021454801397809 -4.7804132225399929 -1.431971146294049 -0.34445043722788493 leaf_weight=337297 31 20 25 25 25 24 22 27 22 22 27 60 27 36 21 20 37 28 26 52 423 25183 59 21 28 21 leaf_count=337297 31 20 25 25 25 24 22 27 22 22 27 60 27 36 21 20 37 28 26 52 423 25183 59 21 28 21 internal_value=0 -3.54701 0.000440653 3.09801 13.4947 -1.23396 0.275876 0.925302 -0.0746643 1.33106 -0.00100854 -0.000604765 1.31539 3.05626 0.560387 -1.64912 -0.00140947 1.40914 0.255729 0.782299 -0.00177089 0.0730949 -0.00745335 -3.71458 -0.469321 0.115131 internal_weight=0 73 363536 170 50 120 53 96 69 47 363366 363277 222 84 57 89 363055 93 138 112 362962 25606 337356 41 65 48 internal_count=363609 73 363536 170 50 120 53 96 69 47 363366 363277 222 84 57 89 363055 93 138 112 362962 25606 337356 41 65 48 cat_boundaries=0 6 cat_threshold=2155874304 0 0 262144 640 18432 is_linear=0 shrinkage=0.01 Tree=350 num_leaves=38 num_cat=6 split_feature=3 12 14 5 4 1 0 0 24 25 24 12 2 6 8 3 2 8 5 8 6 1 0 25 14 4 1 25 1 10 5 25 3 5 3 2 2 split_gain=7.14155e+06 3.90006e+07 1.0678e+08 1.16059e+07 7.41926e+06 4.11346e+06 8.10437e+06 2.66488e+06 4.25636e+06 4.33181e+06 7.08911e+06 7.41826e+06 5.21498e+06 4.55097e+06 5.07918e+06 2.65621e+06 2.28174e+06 2.17036e+06 2.21669e+06 1.14119e+06 897201 4.87366e+06 1.06497e+07 1.6422e+06 1.44546e+06 1.15136e+06 869553 1.54079e+06 1.08117e+06 822625 3.34995e+06 786458 648976 500990 401577 380108 262928 threshold=2725.8677800000005 41.583622500000004 197.68931650000002 1561.8224400000001 1116.5450000000003 2781.5828000000006 2778.6210000000005 190.45082400000004 0 1 2 19.348970000000005 1271.7445000000002 1937.6795000000002 301.38810000000007 1282.3492500000004 1107.4580000000003 9.3820000000000032 584.10300000000018 761.67400000000009 137.52500000000001 1256.4300000000001 33.002500000000005 3 595.43450000000018 508.93250000000006 786.89439000000004 4 1892.2623000000001 1330.1795 52.97787000000001 5 748.6165000000002 26.307400000000005 7.2935000000000008 53.901250000000005 25.816975000000003 decision_type=2 2 2 2 2 2 2 2 1 9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 9 2 2 2 2 2 left_child=5 3 -3 4 33 7 17 20 16 10 11 -10 -12 15 -15 -11 19 34 -19 32 26 23 -23 25 -25 -22 29 36 -29 31 -31 -1 -9 35 -7 -2 -28 right_child=1 2 -4 -5 -6 6 -8 8 9 13 12 -13 -14 14 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 27 28 -30 30 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.086132504933622941 -1.2831913297072699 27.43911799621582 -1.1072722461349087 -6.3003532132235449 5.6840740531141103 -1.1333941848654496 -6.8615841903686521 -0.43019865664846829 5.0884100464554063 0.13136711239404286 -0.03031682494672364 -0.5071988446784742 4.2287392914295197 6.9458085792064663 1.0886132775691517 1.3562934972100207 -3.0094668728775447 3.424266292935326 -0.73180025967684659 1.9272106077671052 -0.077004754577152404 -1.618805808191714 7.8099628246307375 0.18172890901430724 1.4369973640873075 -1.0336279894290146 -1.2344605064392089 -0.28142713408610404 1.6412362343072893 0.092802034770288769 4.2481061023214588 -0.0077445172654665839 -1.9601321733408961 -2.2618018523129551 -2.69593392339246 0.60179650783538818 -2.302720373471578 leaf_weight=9155 23 20 38 33 22 38 25 631 84 6480 283 33 32 20 57 182 36 21 33 20 1849 23 25 3806 94 135 64 340 32 124 23 339370 29 22 29 20 36 leaf_count=9155 23 20 38 33 22 38 25 631 84 6480 283 33 32 20 57 182 36 21 33 20 1849 23 25 3806 94 135 64 340 32 124 23 339370 29 22 29 20 36 internal_value=0 2.00341 8.73631 -1.25083 0.664512 -0.000106244 -1.67829 0.000568797 0.182377 0.255744 1.2159 3.23377 0.389969 0.192484 2.60996 0.164831 -0.548341 -0.607363 0.884448 -0.42611 -0.00346954 0.118482 3.29201 0.0925929 0.211442 -0.141385 -0.00554151 -0.434468 -0.112999 -0.00496087 0.742952 -0.00527632 -0.497423 -1.03442 -1.80972 -0.406453 -1.47185 internal_weight=0 178 58 120 87 363109 146 362963 7887 7171 432 117 315 6739 77 6662 716 121 54 680 355076 5932 48 5884 3900 1984 349144 472 372 348672 147 348525 660 65 67 43 100 internal_count=363287 178 58 120 87 363109 146 362963 7887 7171 432 117 315 6739 77 6662 716 121 54 680 355076 5932 48 5884 3900 1984 349144 472 372 348672 147 348525 660 65 67 43 100 cat_boundaries=0 1 5 6 13 16 22 cat_threshold=128 1064960 134217728 67108880 65536 262 3834658816 25231380 9438529 3260031008 549462016 16 4 1081344 64 64 2155872256 65540 0 4456496 8391296 67264512 is_linear=0 shrinkage=0.01 Tree=351 num_leaves=38 num_cat=5 split_feature=3 12 13 9 1 1 0 0 24 3 5 25 0 23 6 8 0 3 13 25 8 7 5 5 7 12 6 1 0 25 9 25 1 11 3 26 9 split_gain=6.99944e+06 3.82445e+07 9.72601e+07 1.39771e+07 1.44524e+07 4.0316e+06 7.94309e+06 2.61185e+06 4.19862e+06 4.87948e+06 6.37301e+06 4.7271e+06 9.69613e+06 3.82264e+06 3.43906e+06 2.99759e+06 3.22808e+06 3.53299e+06 2.57668e+06 2.38796e+06 2.12717e+06 2.31967e+06 1.88663e+06 1.71666e+06 1.62507e+06 896295 1.00574e+06 4.74955e+06 1.04378e+07 1.4564e+06 1.18072e+06 9.93614e+06 798742 593890 393586 359507 60492.1 threshold=2725.8677800000005 85.709000000000017 676.19050000000004 148.55550000000002 2781.5828000000006 2781.5828000000006 2778.6210000000005 190.45082400000004 0 1118.1025000000002 1908.1960000000001 1 992.19979999999998 8.5912500000000005 1324.2200000000003 581.43500000000006 1519.5755740000002 698.94000000000005 104.03800000000003 2 9.3820000000000032 998.30500000000018 259.98675000000009 144.82300000000001 548.03450000000009 2107.0655000000002 137.52500000000001 1256.4300000000001 33.002500000000005 3 395.07800000000003 4 786.89439000000004 734.30050000000017 7.2935000000000008 2022.5000000000002 6.1598300000000004 decision_type=2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 left_child=5 3 -3 4 23 7 20 25 15 11 14 12 -10 -13 -11 16 19 -18 22 -9 34 -22 -17 35 -20 26 30 29 -29 -28 32 -32 -1 36 -7 -2 -27 right_child=1 2 -4 -5 -6 6 -8 8 9 10 -12 13 -14 -15 -16 18 17 -19 24 -21 21 -23 -24 -25 -26 33 27 28 -30 -31 31 -33 -34 -35 -36 -37 -38 leaf_value=-0.0058071978157057478 -1.2543231194752913 24.054157233238222 -2.4029456338015471 -7.8581398284912112 7.6524180256236685 -1.1220602339506149 -6.79296851196289 0.37457612840764987 0.57029231921813206 1.7085059102177622 6.3487054273817272 0.14715921554600028 4.2149851189960135 3.4638000717163084 -2.1498165646305791 0.22064078042381688 -1.0964919586976369 -5.847476088523865 1.1667589405255441 -0.41796938634125352 2.465217071421006 -1.8267398681640625 2.9814461798735068 -3.6486866136697622 -1.6368413765322078 -0.16355354070663453 0.31077186240530685 -1.6026177398018215 7.7318634910583501 -0.017723109260807321 2.8718172166819005 -0.053860408337037938 -0.4321426503983411 -2.0316759751824769 -2.6689744699412383 0.48258219718933104 -0.82355298973265156 leaf_weight=347643 26 24 33 25 22 38 25 507 428 160 27 4884 88 35 27 38 72 20 39 1447 34 20 71 26 44 41 2099 23 25 3753 124 873 440 34 29 22 21 leaf_count=347643 26 24 33 25 22 38 25 507 428 160 27 4884 88 35 27 38 72 20 39 1447 34 20 71 26 44 41 2099 23 25 3753 124 873 440 34 29 22 21 internal_value=0 1.98338 8.73689 -1.19803 0.536372 -0.00010516 -1.66151 0.000563131 0.180553 0.325445 1.80715 0.267702 1.16921 0.170412 1.15142 -0.185798 -0.29874 -2.12931 1.00807 -0.212551 -0.601289 0.875603 2.01896 -1.57921 -0.319487 -0.00343483 -0.00317355 0.126299 3.25909 0.100602 -0.00536184 0.33828 -0.00634611 -0.969555 -1.79162 -0.458242 -0.387102 internal_weight=0 178 57 121 96 363109 146 362963 7887 5649 214 5435 516 4919 187 2238 2046 92 192 1954 121 54 109 74 83 355076 354980 5900 48 5852 349080 997 348083 96 67 48 62 internal_count=363287 178 57 121 96 363109 146 362963 7887 5649 214 5435 516 4919 187 2238 2046 92 192 1954 121 54 109 74 83 355076 354980 5900 48 5852 349080 997 348083 96 67 48 62 cat_boundaries=0 1 7 12 18 22 cat_threshold=897 1065472 134218240 67108864 327680 8388608 16384 136314912 1207993408 532 1140850720 4096 136675492 134514248 524816 67239937 86080 256 8388608 262148 1052672 4194304 is_linear=0 shrinkage=0.01 Tree=352 num_leaves=34 num_cat=8 split_feature=3 16 4 1 0 1 10 0 24 25 24 11 2 22 25 2 8 7 1 8 7 1 5 25 10 25 4 1 25 25 0 26 3 split_gain=6.86014e+06 3.70104e+07 8.79058e+07 3.95138e+06 7.78502e+06 3.24372e+06 4.72592e+06 2.55983e+06 4.11967e+06 4.18015e+06 6.95724e+06 7.45059e+06 5.08605e+06 3.31091e+06 2.42395e+06 2.22661e+06 2.08484e+06 2.27351e+06 1.96725e+06 1.11572e+06 854989 4.54898e+06 6.98038e+06 4.56735e+06 4.03184e+07 913459 827554 1.13077e+06 1.1326e+06 654280 638456 438727 385753 threshold=2725.8677800000005 319.80750000000006 2693.9010000000007 2781.5828000000006 2778.6210000000005 1892.2623000000001 137.52250000000001 190.45082400000004 0 1 2 24.462700000000009 1271.7445000000002 864.21900000000016 3 1107.4580000000003 9.3820000000000032 998.30500000000018 195.43457000000004 761.67400000000009 27.935905000000005 1461.4925000000003 259.98675000000009 4 160.67825000000002 5 2693.9010000000007 786.89439000000004 6 7 561.94500000000005 2022.5000000000002 7.2935000000000008 decision_type=2 2 2 2 2 2 2 2 1 9 1 2 2 2 9 2 2 2 2 2 2 2 2 9 2 9 2 2 9 9 2 2 2 left_child=3 2 5 7 16 6 18 20 15 10 11 -10 -12 14 -11 19 32 -18 31 30 26 23 -23 24 -22 -25 27 29 -29 -1 -9 -2 -5 right_child=1 -3 -4 4 -6 -7 -8 8 9 13 12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 22 -24 25 -26 -27 -28 28 -30 -31 -32 -33 -34 leaf_value=0.11142393343928386 -3.193093945503235 -8.3723057621922994 17.583504145940143 -1.1108396495398329 -6.7250388244628905 -3.8059814795580778 4.2805147266387937 -0.30886168606382841 5.0138937346795025 0.31914829831550029 -0.038920934621521103 -0.64724649876356122 4.1671593540906908 4.153547248840332 -0.076066676113720894 -2.9713264690505135 2.44056492693284 -1.8084724807739259 1.5596466627987948 1.9075454837083816 0.3363535157050172 7.6115408577919004 -0.74332879805564889 0.12362511600756299 15.012860676765442 -0.02681076580103342 1.5092048993375569 -1.351979994813935 -0.18884872480101458 -0.0080341613007418999 -1.0242730916759926 -1.2059994392395019 -2.6422847221637595 leaf_weight=4639 20 29 36 38 25 22 24 493 85 4290 283 32 32 21 2428 36 34 20 22 20 292 20 20 6840 20 9823 36 109 321 332956 167 25 29 leaf_count=4639 20 29 36 38 25 22 24 493 85 4290 283 32 32 21 2428 36 34 20 22 20 292 20 20 6840 20 9823 36 109 321 332956 167 25 29 internal_value=0 1.96354 3.97522 -0.000103263 -1.64489 -0.360167 0.472887 0.000558345 0.178747 0.250928 1.19413 3.19267 0.376414 0.188785 0.176673 -0.540137 -0.595276 0.866847 -0.891039 -0.41937 -0.0033996 0.0657678 3.43411 0.0578306 1.23749 0.0349788 -0.00688088 -0.00704234 -0.519522 -0.00638959 -0.489882 -2.08915 -1.7737 internal_weight=0 178 149 363109 146 113 91 362963 7887 7171 432 117 315 6739 6718 716 121 54 67 680 355076 17015 40 16975 312 16663 338061 338025 430 337595 660 45 67 internal_count=363287 178 149 363109 146 113 91 362963 7887 7171 432 117 315 6739 6718 716 121 54 67 680 355076 17015 40 16975 312 16663 338061 338025 430 337595 660 45 67 cat_boundaries=0 1 5 6 13 19 26 29 35 cat_threshold=128 1064960 134217728 67108880 65536 262 2458240 1082197840 168825088 1078198272 12587520 2 128 8390656 1048576 0 262656 0 2048 2284684420 201623136 5 74448896 536891712 0 64 1081344 64 320 2147483648 65540 0 37748768 34944 67133440 is_linear=0 shrinkage=0.01 Tree=353 num_leaves=38 num_cat=6 split_feature=3 12 16 9 1 1 0 0 24 3 11 6 25 0 8 0 3 13 25 8 3 25 3 4 0 7 12 6 1 0 25 9 25 1 11 9 0 split_gain=6.72363e+06 3.76344e+07 9.75295e+07 1.37186e+07 1.39878e+07 3.87274e+06 7.6301e+06 2.50899e+06 4.07164e+06 4.76917e+06 5.50013e+06 5.31306e+06 4.58162e+06 9.48331e+06 2.92279e+06 3.16301e+06 3.45589e+06 2.523e+06 2.33612e+06 2.06314e+06 2.38585e+06 2.00863e+06 1.74011e+06 1.72568e+06 1.61331e+06 1.59281e+06 883061 979830 4.6296e+06 1.02589e+07 1.42622e+06 1.15568e+06 9.37587e+06 774356 587067 59233.7 44484.4 threshold=2725.8677800000005 85.709000000000017 307.15000000000003 148.55550000000002 2781.5828000000006 2781.5828000000006 2778.6210000000005 190.45082400000004 0 1118.1025000000002 2105.5980000000004 1324.2200000000003 1 992.19979999999998 581.43500000000006 1519.5755740000002 698.94000000000005 104.03800000000003 2 824.40500000000009 1118.1025000000002 3 119.71400000000001 140.94445500000003 474.29950500000001 548.03450000000009 2107.0655000000002 137.52500000000001 1256.4300000000001 33.002500000000005 4 395.07800000000003 5 786.89439000000004 734.30050000000017 6.1598300000000004 53.860000000000007 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 left_child=5 3 -3 4 23 7 19 26 14 12 11 -11 13 -10 15 18 -17 22 -9 20 24 -14 -16 -2 36 -19 27 31 30 -30 -29 33 -33 -1 35 -28 -7 right_child=1 2 -4 -5 -6 6 -8 8 9 10 -12 -13 21 -15 17 16 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 34 28 29 -31 -32 32 -34 -35 -36 -37 -38 leaf_value=-0.0057097197482423442 -0.27841783168704015 20.205138998031618 -6.1557758739471433 -7.8102606658935541 7.5070059967041018 -1.1758994771374598 -6.6577883453369147 0.37070321357169511 0.55765002791987406 1.9434940229018043 6.5205861178311437 -2.7019814820125188 0.35064117057890104 4.1621213845773175 -0.51721992254257199 -1.0858664081494014 -5.7847280969619748 1.1528385028472312 -0.41318904431310516 1.9066879976712741 -4.2473002769833519 -0.054956200840553693 2.6307546565176425 -3.3735611368763831 1.7029624183972678 -1.6227937525239859 -0.1620187251742293 0.30729795126467874 -1.6022177745984949 7.6519629999160772 -0.017774354677678041 2.6854986760205235 -0.063865310929783994 -0.42548661829395729 -2.0183289835032294 -0.81511732828049432 -1.7743704406074856 leaf_weight=347643 43 32 25 25 22 27 25 507 428 163 22 29 2686 88 22 72 20 39 1447 26 21 2233 87 31 24 44 41 2099 23 25 3753 135 862 440 34 21 23 leaf_count=347643 43 32 25 25 22 27 25 507 428 163 22 29 2686 88 22 72 20 39 1447 26 21 2233 87 31 24 44 41 2099 23 25 3753 135 862 440 34 21 23 internal_value=0 1.94391 8.64333 -1.21202 0.506268 -0.000102533 -1.62844 0.000552459 0.176962 0.319648 1.78451 1.24183 0.262558 1.15008 -0.183801 -0.295327 -2.10736 0.995076 -0.210012 -0.589323 -1.27244 0.166781 1.99538 -1.57503 -0.428226 -0.318581 -0.00336598 -0.00310665 0.124687 3.21767 0.0993176 -0.00526656 0.334711 -0.00624035 -0.962327 -0.38323 -1.4512 internal_weight=0 178 57 121 96 363109 146 362963 7887 5649 214 192 5435 516 2238 2046 92 192 1954 121 95 4919 109 74 74 83 355076 354980 5900 48 5852 349080 997 348083 96 62 50 internal_count=363287 178 57 121 96 363109 146 362963 7887 5649 214 192 5435 516 2238 2046 92 192 1954 121 95 4919 109 74 74 83 355076 354980 5900 48 5852 349080 997 348083 96 62 50 cat_boundaries=0 1 7 12 19 25 29 cat_threshold=897 1065472 134218240 67108864 327680 8388608 16384 136314912 1207993408 532 1140850720 4096 77694080 1082459164 168824848 6291456 4199680 2 132 136675492 134514248 524816 67239937 86080 256 8389632 262148 1052672 4194304 is_linear=0 shrinkage=0.01 Tree=354 num_leaves=36 num_cat=3 split_feature=3 12 14 9 1 1 0 0 25 0 26 2 18 22 13 2 8 8 7 11 4 7 12 6 1 0 25 9 25 1 2 3 9 26 12 split_gain=6.58982e+06 3.69055e+07 1.01908e+08 1.45719e+07 1.37095e+07 3.79568e+06 7.47826e+06 2.45913e+06 2.77863e+06 5.61194e+06 1.60834e+07 2.35528e+07 5.08332e+06 3.80645e+06 3.51129e+06 2.43817e+06 2.39046e+06 2.02416e+06 2.24486e+06 1.82302e+06 1.69134e+06 1.29847e+06 865490 960394 4.53746e+06 1.00548e+07 1.39797e+06 1.13445e+06 8.60559e+06 758946 654654 371441 142749 131172 5914.3 threshold=2725.8677800000005 41.583622500000004 197.68931650000002 148.55550000000002 2781.5828000000006 2781.5828000000006 2778.6210000000005 190.45082400000004 0 992.19979999999998 2022.5000000000002 10.601000000000001 106.89000000000001 864.21900000000016 1175.575 2682.0900000000006 2971.7767500000004 9.3820000000000032 998.30500000000018 12.330000000000002 140.94445500000003 1306.1250000000002 2107.0655000000002 137.52500000000001 1256.4300000000001 33.002500000000005 1 395.07800000000003 2 786.89439000000004 29.401750000000003 7.2935000000000008 196.06150000000002 2022.5000000000002 3113.0710000000004 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 left_child=5 3 -3 4 20 7 17 22 9 14 11 -11 -12 15 21 16 -10 31 -19 -17 33 -9 23 27 26 -26 -25 29 -29 -1 32 -7 34 -2 -24 right_child=1 2 -4 -5 -6 6 -8 8 13 10 12 -13 -14 -15 -16 19 -18 18 -20 -21 -22 -23 30 24 25 -27 -28 28 -30 -31 -32 -33 -34 -35 -36 leaf_value=-0.0056526223273576006 -0.86792446899414066 26.745236045837402 -1.1423977550707367 -8.2105927022298175 7.4319363680752843 -1.0941307702817415 -6.5912104370117186 0.2846314325399848 0.12779938662872456 14.051330280303956 -2.4425473594665528 1.6330056662786576 3.4202979296729676 4.4715681905746463 4.2647582775896247 -4.1859911790101432 -3.1736348030783916 2.4210311945746925 -1.8011544952392577 -0.1594965189153498 -3.3398254957506732 -2.3100448760986327 -0.27680965133335284 0.30423954173378492 -1.5861956380761189 7.5754431107521052 -0.017597080812931275 2.4971107197730773 -0.065452798903679915 -0.42123176629164 -2.3830163307984673 -2.5968979710546036 -1.1056356016794842 0.23940178829690684 -0.054612574100494388 leaf_weight=347643 20 20 38 24 22 38 25 541 7080 24 50 42 21 20 22 23 22 34 20 22 31 20 23 2099 23 25 3753 145 852 440 24 29 24 23 25 leaf_count=347643 20 20 38 24 22 38 25 541 7080 24 50 42 21 20 22 23 22 34 20 22 31 20 23 2099 23 25 3753 145 852 440 24 29 24 23 25 internal_value=0 1.92447 8.47403 -1.24115 0.501206 -0.000100636 -1.61216 0.000547806 0.175196 0.763187 2.59501 6.14876 -0.708466 0.114901 0.345814 0.10287 0.117572 -0.58343 0.857259 -2.21748 -1.55928 0.19213 -0.0033315 -0.00307476 0.123445 3.18549 0.0983294 -0.00521315 0.331627 -0.00617794 -0.952704 -1.74458 -0.475933 -0.275634 -0.161082 internal_weight=0 178 58 120 96 363109 146 362963 7887 720 137 66 71 7167 583 7147 7102 121 54 45 74 561 355076 354980 5900 48 5852 349080 997 348083 96 67 72 43 48 internal_count=363287 178 58 120 96 363109 146 362963 7887 720 137 66 71 7167 583 7147 7102 121 54 45 74 561 355076 354980 5900 48 5852 349080 997 348083 96 67 72 43 48 cat_boundaries=0 4 10 14 cat_threshold=1065472 134217728 67108880 65536 136675492 134514248 524816 67239937 86080 256 8388608 262148 1048576 1077936128 is_linear=0 shrinkage=0.01 Tree=355 num_leaves=35 num_cat=2 split_feature=2 13 4 3 1 4 3 8 1 16 9 3 1 11 3 1 2 7 3 25 5 7 22 25 9 26 6 7 3 1 11 11 1 7 split_gain=9.538e+06 3.06164e+07 5.92349e+07 8.02781e+06 7.38117e+06 5.46107e+06 5.61278e+06 4.45098e+06 2.43988e+06 9.92215e+06 5.12281e+06 4.07775e+06 5.86585e+06 2.68431e+06 2.64545e+06 1.82617e+06 1.80738e+06 1.67948e+06 1.47845e+06 3.97369e+06 3.85065e+06 7.33747e+06 2.46598e+06 1.74127e+06 1.39733e+06 1.02162e+06 873120 2.11809e+06 1.41189e+06 834109 802131 747169 719048 561066 threshold=2682.0900000000006 942.81900000000007 2693.9010000000007 1890.7105500000002 1461.4925000000003 2693.9010000000007 1282.3492500000004 25.728847500000004 1892.2623000000001 1188.6000000000001 92.667500000000004 86.955000000000013 2781.5828000000006 200.857 284.84010000000006 116.83499300000001 1107.4580000000003 912.83060000000012 209.58850000000004 0 1561.8224400000001 659.5150000000001 150.52050000000003 1 1972.2770000000003 2022.5000000000002 1136.6981000000003 1538.3385000000001 117.64300000000001 962.58510000000012 26.316500000000001 67.329000000000022 1098.6214000000002 27.089200000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 7 8 30 15 18 10 11 25 -13 14 -12 -2 -8 -15 26 20 23 -22 24 -20 -21 -10 29 28 -28 31 33 -1 -31 -7 right_child=1 -3 -4 -5 -6 6 16 -9 9 -11 13 12 -14 17 -16 -17 -18 -19 19 22 21 -23 -24 -25 -26 -27 27 -29 -30 32 -32 -33 -34 -35 leaf_value=-0.006080824053596781 0.8860019441084428 -6.0290021659232478 15.789432405023016 -4.1356773357391363 7.0393555959065761 -0.61050705618328527 -7.0872557667323521 -2.6830531523777887 0.99900663922049793 7.2237729706971541 -1.0102735900878907 1.0186235310814598 7.0096524781447194 2.0920146400278266 -6.0354129936695102 4.6582537169683551 -3.0295764823581863 -1.6621231489915116 1.1560803186124371 -0.094765093807311448 -0.12498883080482483 6.3567485341718122 -2.6728592852644018 0.27611939383629852 2.3279461542765301 -1.0453446321595798 0.10676076763619979 3.5819614705585296 2.6312670485178633 -1.1860406875610352 -2.0187174191474915 0.093176394970211865 -0.21245418713100858 1.4784744138717651 leaf_weight=347789 33 37 34 25 24 36 21 26 55 23 22 44 26 22 20 21 23 26 238 2953 40 31 37 2818 24 44 288 21 24 102 25 7753 296 20 leaf_count=347789 33 37 34 25 24 36 21 26 55 23 22 44 26 22 20 21 23 26 238 2953 40 31 37 2818 24 44 288 21 24 102 25 7753 296 20 internal_value=0 2.18311 4.04721 0.952361 2.17545 -0.00129477 -2.09111 0.716275 -0.000574536 0.929228 0.370253 1.39657 3.24386 -1.55695 -3.4032 2.35299 -4.9662 0.0585233 -0.00129803 0.152543 0.401541 2.70507 -0.106768 0.349337 -0.0752337 0.0904061 -0.00394975 0.507864 0.300954 -0.00442858 -0.529342 -0.00391641 -0.461966 0.135558 internal_weight=0 200 163 129 104 362821 125 80 362696 282 259 169 70 90 42 54 44 48 362414 6141 3127 71 3014 3056 2977 99 356273 333 312 355940 81 355542 398 56 internal_count=363021 200 163 129 104 362821 125 80 362696 282 259 169 70 90 42 54 44 48 362414 6141 3127 71 3014 3056 2977 99 356273 333 312 355940 81 355542 398 56 cat_boundaries=0 6 12 cat_threshold=2409632 142607448 201855312 2148532224 12665856 16384 2113536 0 67108880 0 0 16384 is_linear=0 shrinkage=0.01 Tree=356 num_leaves=34 num_cat=4 split_feature=2 13 12 8 1 4 3 1 16 24 1 26 3 2 4 3 2 3 25 24 3 21 2 6 7 3 1 24 1 26 7 9 8 split_gain=9.34819e+06 3.00071e+07 9.13286e+07 3.26187e+07 1.21077e+07 5.35239e+06 5.50108e+06 2.39132e+06 9.7247e+06 8.09354e+06 1.01833e+07 1.25267e+07 3.85525e+06 6.3404e+06 2.28609e+06 1.78026e+06 1.77141e+06 1.44946e+06 3.89662e+06 3.84808e+06 3.56441e+06 2.50469e+06 1.41749e+06 855745 2.07594e+06 1.3838e+06 817510 730193 704739 590613 570017 453978 725394 threshold=2682.0900000000006 942.81900000000007 85.709000000000017 271.4876000000001 2781.5828000000006 2693.9010000000007 1282.3492500000004 1892.2623000000001 1188.6000000000001 0 2781.5828000000006 2022.5000000000002 1493.1141200000004 967.39580000000012 102.15277500000001 608.61636750000014 1107.4580000000003 209.58850000000004 1 2 2725.8677800000005 651.98750000000007 1107.4580000000003 1136.6981000000003 1538.3385000000001 117.64300000000001 962.58510000000012 3 1098.6214000000002 2022.5000000000002 161.06750000000002 712.7850000000002 59.63600000000001 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=5 2 3 4 14 7 31 17 9 10 15 -12 13 -11 29 -9 -8 23 19 30 -21 22 -20 26 25 -25 27 -1 -28 -2 -19 32 -7 right_child=1 -3 -4 -5 -6 6 16 8 -10 12 11 -13 -14 -15 -16 -17 -18 18 21 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31 -32 -33 -34 leaf_value=0.016338673578277386 3.501330601727521 -5.9687119891192459 19.151774433851241 -8.6550602039214102 9.4521410933784829 -0.85700885214456701 -7.0163830729893277 1.0893300724029542 7.1515352469423545 -1.5927170035418343 11.121375445326169 0.67463201522827154 -4.7624003730773925 3.9392128210801345 -1.0330235201736977 -2.5646999847888945 -2.9992807471233864 -0.55166814652857965 -0.049921709672826609 0.45342422166548085 3.4224852496821705 -3.5565226709275022 -1.304908045645683 0.10569315388384792 3.5461418375514802 2.6049542601903277 -1.1741802914937336 -0.014035659555528841 -0.21032965553660149 1.2652850496201287 -1.7365437258720398 -1.8314977248311044 1.4659690876007079 leaf_weight=118907 27 37 32 31 23 41 21 40 23 102 24 22 25 26 29 20 23 216 2790 2930 41 21 93 288 21 24 102 236635 296 21 50 20 20 leaf_count=118907 27 37 32 31 23 41 21 40 23 102 24 22 25 26 29 20 23 216 2790 2930 41 21 93 288 21 24 102 236635 296 21 50 20 20 internal_value=0 2.16128 4.00674 0.307188 3.08548 -0.00128143 -2.0702 -0.000568396 0.919936 0.36655 2.36236 6.12511 -1.09876 -0.469044 1.18376 -0.12868 -4.91653 -0.00128465 0.151041 0.388934 0.492739 -0.115074 -0.0904051 -0.00391026 0.502785 0.297944 -0.0043843 -0.00387724 -0.457347 2.52306 -0.746332 -0.524049 -0.0953767 internal_weight=0 200 163 131 100 362821 125 362696 282 259 106 46 153 128 77 60 44 362414 6141 3237 2971 2904 2883 356273 333 312 355940 355542 398 48 266 81 61 internal_count=363021 200 163 131 100 362821 125 362696 282 259 106 46 153 128 77 60 44 362414 6141 3237 2971 2904 2883 356273 333 312 355940 355542 398 48 266 81 61 cat_boundaries=0 1 7 8 9 cat_threshold=422 2409632 142607448 201855313 2148532224 12669952 16384 128 23 is_linear=0 shrinkage=0.01 Tree=357 num_leaves=34 num_cat=1 split_feature=2 13 12 8 0 0 25 2 1 26 0 1 7 9 3 5 6 7 7 7 12 10 8 6 2 2 11 11 26 3 6 6 0 split_gain=9.16216e+06 2.941e+07 8.95112e+07 3.19696e+07 1.33117e+07 2.97676e+06 7.14123e+06 8.10157e+06 1.41113e+07 3.84128e+06 4.80106e+06 3.66489e+06 3.35793e+06 6.19272e+06 3.49684e+06 2.2431e+06 7.54256e+06 3.75443e+06 1.44611e+07 1.86715e+06 4.35804e+06 2.78186e+06 2.62334e+06 2.82418e+06 3.3977e+06 1.31416e+06 1.26789e+06 6.34446e+06 1.22533e+06 1.21013e+06 866594 737252 154978 threshold=2682.0900000000006 942.81900000000007 85.709000000000017 271.4876000000001 1519.5755740000002 1884.2950000000003 0 967.39580000000012 1892.2623000000001 2022.5000000000002 2778.6210000000005 1461.4925000000003 826.12250000000006 42.010500000000008 209.58850000000004 1908.1960000000001 1937.6795000000002 576.56500000000017 1131.6606400000003 2822.9627650000007 911.29109000000005 104.01250000000002 1973.6620000000003 898.38705000000004 198.67650000000003 117.64300000000001 78.270000000000024 80.000400000000013 2022.5000000000002 571.90530000000001 698.40204000000006 67.593000000000018 227.70275000000004 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 28 15 12 8 9 10 -8 -9 13 14 -7 19 17 30 -19 22 21 -21 26 24 -24 -11 29 -28 32 -1 31 -17 -2 right_child=1 -3 -4 -5 -6 6 7 11 -10 25 -12 -13 -14 -15 -16 16 -18 18 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=-0.0052061356270669537 2.1071226851145424 -5.9090248499689881 18.960256010890006 -8.5685095490371026 8.497906636807226 3.8862994408607485 -1.3648706057492423 -3.2880048002045732 6.6606991690681099 -1.7146909396544745 -6.8534314889907844 -8.7733829425630123 3.7904109046038457 -4.7704089264869696 -1.1051930648803709 -0.76536032860343528 6.3138185453352831 7.991586768260369 -1.9804341495398319 -1.7624436442057292 -5.4429796818324494 2.8890828552246091 0.69154725643896287 -1.5198730303690986 4.4019685696392523 0.92418119788169861 2.5857396240402193 0.088878458540232227 -1.2754918629190197 0.30500891252974321 -2.4579514468799939 1.2209166256904602 0.94514787847345527 leaf_weight=352223 24 37 32 31 31 32 34 29 21 46 30 21 34 20 25 74 24 26 33 36 21 20 62 26 41 32 103 8499 23 1262 22 25 22 leaf_count=352223 24 37 32 31 31 32 34 29 21 46 30 21 34 20 25 74 24 26 33 36 21 20 62 26 41 32 103 8499 23 1262 22 25 22 internal_value=0 2.13967 3.96667 0.304116 3.05463 -0.00126862 -0.959356 -1.97771 -0.990404 -2.12191 -3.93763 -5.59186 1.07601 0.0171893 1.69705 -0.000412277 1.04789 0.345768 2.41402 -0.00100256 -1.55804 -0.101184 -0.000671561 1.42512 2.16851 -0.632077 -0.00117952 0.118776 0.6091 -0.00409862 -0.662716 -0.263775 1.5514 internal_weight=0 200 163 131 100 362821 324 213 163 142 64 50 111 77 57 362497 204 180 59 362293 77 56 362216 129 103 78 362087 8602 69 353485 121 99 46 internal_count=363021 200 163 131 100 362821 324 213 163 142 64 50 111 77 57 362497 204 180 59 362293 77 56 362216 129 103 78 362087 8602 69 353485 121 99 46 cat_boundaries=0 4 cat_threshold=32768 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=358 num_leaves=35 num_cat=2 split_feature=2 13 12 8 0 0 24 26 1 2 2 12 5 6 0 2 7 7 12 10 8 6 2 1 6 19 15 26 24 7 2 2 26 0 split_gain=8.97984e+06 2.88247e+07 8.77299e+07 3.13334e+07 1.30468e+07 2.91752e+06 8.44885e+06 7.03209e+06 3.69631e+06 3.26001e+06 2.49076e+06 3.83079e+06 2.19846e+06 7.39246e+06 3.70968e+06 3.64316e+06 2.72002e+06 1.83e+06 4.27131e+06 2.7265e+06 2.57113e+06 2.76798e+06 3.33008e+06 1.66868e+06 1.43366e+06 1.23655e+06 2.63946e+06 1.20095e+06 928973 922824 616194 497642 212165 151894 threshold=2682.0900000000006 942.81900000000007 85.709000000000017 271.4876000000001 1519.5755740000002 1884.2950000000003 0 2022.5000000000002 2781.5828000000006 873.09500000000014 234.80250000000004 556.80950000000018 1908.1960000000001 1937.6795000000002 992.19979999999998 581.81775000000005 576.56500000000017 2822.9627650000007 911.29109000000005 104.01250000000002 1973.6620000000003 898.38705000000004 198.67650000000003 90.759350000000012 610.50250000000017 430.74300000000011 1947.7010000000002 2022.5000000000002 1 29.384150000000005 967.39580000000012 44.728500000000004 2022.5000000000002 227.70275000000004 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=5 2 3 4 27 12 7 9 10 31 23 30 17 14 15 16 -14 20 19 -19 25 22 -22 32 29 28 -27 33 -1 -9 -12 -7 -8 -2 right_child=1 -3 -4 -5 -6 6 8 24 -10 -11 11 -13 13 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.014047043054278356 2.0860515383879341 -5.849934915078653 18.770653831064703 -8.4828243993943744 8.4129279564272981 -4.9713535681962968 0.2260078528192308 -0.68781166574229358 4.4362253729502363 -8.8006626952886595 4.2846440143585207 -1.5872439549763997 -0.38927615941198246 6.2506802517175677 3.9169109523773193 -3.5723165180065015 2.9432387081646558 -1.7448192109002008 -5.3885499182769232 2.8601919555664064 0.68463182064794725 -1.5046743198541495 4.3579488494628809 -3.2530886360451028 0.73603992831322462 0.30196751981363656 3.6759311459461852 -1.2627369499206542 -0.018018473937585541 -3.5872381646292553 2.0332676499889741 -2.7405645732879642 -0.98781627376874281 0.93569653250954377 leaf_weight=180691 24 37 32 31 31 20 36 23 21 20 20 30 95 24 25 27 33 36 21 20 62 26 41 27 31 684 24 23 180688 21 31 20 24 22 leaf_count=180691 24 37 32 31 31 20 36 23 21 20 20 30 95 24 25 27 33 36 21 20 62 26 41 27 31 684 24 23 180688 21 31 20 24 22 internal_value=0 2.11827 3.927 0.301075 3.02408 -0.00125593 -0.949763 -2.74887 0.456597 -5.50419 -0.0136776 1.24823 -0.000408155 1.03741 0.34231 -0.234238 0.469888 -0.000992531 -1.54246 -0.100172 -0.000664846 1.41086 2.14683 -1.18856 -0.911126 -0.00116773 0.416339 0.603009 -0.00198569 -2.07163 2.91616 -3.85596 -0.259522 1.53588 internal_weight=0 200 163 131 100 362821 324 135 189 60 168 81 362497 204 180 155 128 362293 77 56 362216 129 103 87 75 362087 708 69 361379 44 51 40 60 46 internal_count=363021 200 163 131 100 362821 324 135 189 60 168 81 362497 204 180 155 128 362293 77 56 362216 129 103 87 75 362087 708 69 361379 44 51 40 60 46 cat_boundaries=0 1 2 cat_threshold=3121 311 is_linear=0 shrinkage=0.01 Tree=359 num_leaves=35 num_cat=3 split_feature=2 4 10 6 3 3 4 3 1 1 16 24 1 26 3 2 3 2 3 24 6 24 1 3 9 6 7 3 1 11 1 1 26 7 split_gain=8.80114e+06 3.03103e+07 5.34349e+07 1.16513e+07 1.01421e+07 7.10738e+06 5.24788e+06 5.34969e+06 4.19624e+06 2.31212e+06 9.50727e+06 7.85507e+06 9.87826e+06 1.2252e+07 3.74521e+06 6.24297e+06 1.75126e+06 1.72101e+06 1.40213e+06 2.54815e+06 3.01575e+06 3.35142e+06 2.23057e+06 2.71854e+06 2.15189e+06 834964 2.03468e+06 1.35398e+06 801274 791842 726286 690564 553829 533049 threshold=2682.0900000000006 2693.9010000000007 102.72500000000001 60.407300000000006 1890.7105500000002 888.08100000000013 2693.9010000000007 1282.3492500000004 733.85806350000018 1892.2623000000001 1188.6000000000001 0 2781.5828000000006 2022.5000000000002 1493.1141200000004 967.39580000000012 608.61636750000014 1107.4580000000003 209.58850000000004 1 203.26450000000003 2 1256.4300000000001 1890.7105500000002 1600.0905700000001 1136.6981000000003 1538.3385000000001 117.64300000000001 962.58510000000012 26.316500000000001 786.89439000000004 1098.6214000000002 2022.5000000000002 27.089200000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 8 5 -5 9 29 32 18 11 12 16 -14 15 -13 -11 -9 25 22 24 -22 23 -20 -21 28 27 -27 30 33 -1 -30 -2 -8 right_child=1 2 -4 4 -6 -7 7 17 -10 10 -12 14 13 -15 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 26 -28 -29 31 -31 -32 -33 -34 -35 leaf_value=-0.0041360626214102655 2.0029597195712006 18.329731138723869 -2.9389955974760511 -3.6459678490956624 -8.6458657771890817 3.9392755235944477 -0.59171195010344191 -6.9265161968412849 5.5970844772766375 1.0781532428264617 7.0661343528913418 -1.5803517605685722 10.970676014622052 0.63913544871590355 -4.6969858276367189 3.9089067899263825 -2.5459970860481262 -2.9669783020019533 -0.23413712200016032 0.086569522609023522 1.4335372670561599 0.3111473659508569 2.3303887824155392 -2.4750715515069794 3.2967459796723864 0.10371715244630146 3.5096442911738439 2.5759086290995281 -1.1623220828000238 -2.0049273559570313 0.58694810380156226 -0.20821385878012388 -0.11726806844983782 1.4444446182250976 leaf_weight=355334 22 27 21 30 22 21 36 21 29 40 23 102 24 22 25 26 20 23 1077 3702 387 865 32 57 21 288 21 24 102 25 208 296 28 20 leaf_count=355334 22 27 21 30 22 21 36 21 29 40 23 102 24 22 25 26 20 23 1077 3702 387 865 32 57 21 288 21 24 102 25 208 296 28 20 internal_value=0 2.09709 9.02466 -0.0905674 -2.97073 -0.522632 -0.00124337 -2.04987 2.57085 -0.000537332 0.904594 0.35743 2.32382 6.0295 -1.08582 -0.465346 -0.129897 -4.85676 -0.00124163 0.148576 0.246957 0.672019 -0.27098 -0.346777 0.104677 -0.00382401 0.496681 0.293886 -0.00429226 -0.525135 -0.00379027 -0.452734 0.815632 0.135487 internal_weight=0 200 48 152 73 51 362821 125 79 362696 282 259 106 46 153 128 60 44 362414 6141 4975 1252 1166 1134 3723 356273 333 312 355940 81 355542 398 50 56 internal_count=363021 200 48 152 73 51 362821 125 79 362696 282 259 106 46 153 128 60 44 362414 6141 4975 1252 1166 1134 3723 356273 333 312 355940 81 355542 398 50 56 cat_boundaries=0 1 2 3 cat_threshold=422 137 1280 is_linear=0 shrinkage=0.01 Tree=360 num_leaves=26 num_cat=1 split_feature=0 5 1 6 1 2 19 6 3 1 5 8 2 19 12 3 6 0 1 24 5 9 16 2 20 split_gain=1.16805e+07 3.87357e+07 5.93262e+07 2.217e+07 1.95911e+07 6.82042e+06 4.35797e+06 7.2215e+06 2.9802e+06 1.61905e+07 2.60647e+07 1.406e+07 2.28214e+06 4.39984e+06 2.10491e+06 3.44852e+06 2.80794e+06 1.61808e+06 2.99401e+06 2.58547e+06 978418 1.55275e+06 838903 827476 68299.9 threshold=2778.6210000000005 53.965000000000011 1892.2623000000001 2976.3936000000008 1461.4925000000003 27.046500000000005 2343.4900000000002 463.20250000000004 2725.8677800000005 1098.6214000000002 584.10300000000018 1148.5039000000004 385.09140000000008 1352.1000000000001 1621.2640000000004 1493.1141200000004 1937.6795000000002 1117.6621800000003 1256.4300000000001 0 158.54900000000004 1972.2770000000003 889.3329500000001 141.77045000000001 334.46235000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=6 2 5 4 -3 -2 8 24 12 10 23 -11 17 14 16 -16 -14 20 19 -19 22 -22 -1 -10 -8 right_child=1 3 -4 -5 -6 -7 7 -9 9 11 -12 -13 13 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.0048863165068548705 5.1222841648939177 -0.10510135041228656 21.507995576858519 3.9951265030158192 -11.832141974994116 -1.4250469248111433 -0.025503003067440459 -7.4071749105907623 -0.83891635977703594 1.7434932171856914 13.645001373291016 -9.3187832679748528 0.22071721233916311 4.81931945062819 -0.070621154858515819 -4.8720058354664415 2.1777571416219077 0.75056117534637457 -3.5567486011981964 -0.91664903330887471 0.13504195203773819 -2.1087465436996955 0.61141870634857887 1.7649893709329458 -0.79651692199707025 leaf_weight=352958 41 29 22 38 28 26 27 21 23 27 22 20 3262 21 52 21 75 131 32 272 6036 31 221 26 20 leaf_count=352958 41 29 22 38 28 26 27 21 23 27 22 20 3262 21 52 21 75 131 32 272 6036 31 221 26 20 internal_value=0 2.51959 7.25998 -1.9214 -5.86575 2.58153 -0.000584739 -2.53191 -0.000110852 1.58884 4.6026 -2.96386 -0.000627212 0.256057 0.227955 -1.45184 0.264702 -0.00307573 -0.612602 -0.378824 -0.00233767 0.123577 -0.00450067 0.542748 -0.353594 internal_weight=0 184 89 95 57 67 363298 68 363230 118 71 47 363112 3431 3410 73 3337 359681 435 403 359246 6067 353179 49 47 internal_count=363482 184 89 95 57 67 363298 68 363230 118 71 47 363112 3431 3410 73 3337 359681 435 403 359246 6067 353179 49 47 cat_boundaries=0 1 cat_threshold=2054 is_linear=0 shrinkage=0.01 Tree=361 num_leaves=30 num_cat=1 split_feature=3 12 10 9 11 26 1 13 10 6 1 5 10 3 2 25 2 2 2 4 18 1 26 23 23 10 9 3 26 split_gain=6.84574e+06 2.8185e+07 1.16222e+08 2.4022e+07 1.41263e+07 6.7006e+06 7.01009e+06 1.92203e+06 5.13042e+06 2.48866e+06 5.45142e+06 3.89155e+06 5.1005e+06 2.57702e+06 1.29041e+06 7.96339e+06 7.38872e+07 5.40257e+06 2.91488e+06 3.42601e+06 1.84406e+06 1.81716e+06 1.2654e+06 1.06359e+06 2.04759e+06 1.16665e+06 896560 108272 43485.3 threshold=2725.8677800000005 41.583622500000004 1159.6875000000002 148.55550000000002 3182.0603000000006 2022.5000000000002 2781.5828000000006 3214.9168000000004 1564.7167200000001 1937.6795000000002 104.01000000000001 1908.1960000000001 19.352500000000003 888.08100000000013 26.254000000000001 0 29.401750000000003 1107.4580000000003 2682.0900000000006 7.273200000000001 2222.2060000000006 2781.5828000000006 2022.5000000000002 509.98160000000001 576.02500000000009 1935.1350000000002 213.86000000000004 15.004890000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 5 -4 6 -2 9 -9 14 26 12 -12 -14 21 16 -16 -18 20 -20 -17 23 -23 25 -25 -1 27 28 -11 right_child=1 2 4 -5 -6 -7 -8 8 -10 10 11 -13 13 -15 15 18 17 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.0067262840402342395 1.1557807167982443 26.514545923414687 -8.4797597408294685 -8.638824455261231 3.405664951324463 -2.5531287906646729 8.4376124877929701 0.40297448213283832 -5.6364808214794504 -0.71289866379329137 4.4176868732997354 5.461470939218998 1.6571339419792437 -2.5960911675755467 19.789435044697353 0.052183894136665625 -0.0093566827641593086 4.7567241470630357 0.43487768294859908 -3.0786685806512835 3.0898849270343782 3.4845551288604737 0.36233157550847089 3.6750203748182817 0.33557759710797319 1.3229318734371303 -2.3087259140014651 0.50390693378448492 -0.14030352387163375 leaf_weight=337091 39 21 20 30 20 25 20 39 22 21 35 32 29 28 21 25219 279 26 49 64 20 25 27 22 111 66 25 20 36 leaf_count=337091 39 21 20 30 20 25 20 39 22 21 35 32 29 28 21 25219 279 26 49 64 20 25 27 22 111 66 25 20 36 internal_value=0 1.97805 7.46432 -0.95759 -2.53705 1.78571 3.6242 -0.000268412 -1.77519 2.96513e-05 1.04907 2.45768 1.41288 -0.43217 -0.000623437 0.0677132 1.59715 0.396932 0.0473976 -1.5551 0.054591 -0.00582513 1.8634 -0.00611331 0.887967 -0.006466 -0.663351 -0.129138 -0.35126 internal_weight=0 175 61 114 40 84 59 363307 61 363246 226 124 92 57 363020 25678 326 305 25352 113 25239 337342 52 337290 133 337157 102 77 57 internal_count=363482 175 61 114 40 84 59 363307 61 363246 226 124 92 57 363020 25678 326 305 25352 113 25239 337342 52 337290 133 337157 102 77 57 cat_boundaries=0 5 cat_threshold=2155872256 0 0 262144 128 is_linear=0 shrinkage=0.01 Tree=362 num_leaves=29 num_cat=1 split_feature=0 5 1 6 1 2 19 6 4 25 6 0 12 2 11 4 4 15 0 1 0 2 26 5 8 13 16 11 split_gain=1.13518e+07 3.78738e+07 5.79639e+07 2.17339e+07 1.92532e+07 6.70459e+06 4.2546e+06 7.06471e+06 2.80996e+06 7.03096e+06 1.19442e+07 4.27858e+07 6.42778e+06 3.01579e+06 3.69773e+06 2.82834e+06 1.98469e+06 1.59398e+06 6.19113e+06 1.88747e+06 2.16814e+06 1.83863e+06 3.19985e+06 1.76229e+06 1.42605e+06 1.20077e+06 37212.4 14162.3 threshold=2778.6210000000005 53.965000000000011 1892.2623000000001 2976.3936000000008 1461.4925000000003 27.046500000000005 2343.4900000000002 463.20250000000004 452.88000000000005 0 1937.6795000000002 688.40820000000008 1324.2200000000003 2682.0900000000006 1230.4050000000002 1522.8167500000002 2693.9010000000007 1947.7010000000002 48.107660000000003 1892.2623000000001 1117.6621800000003 2682.0900000000006 2022.5000000000002 42.227750000000007 1973.6620000000003 85.365000000000009 467.15447999999998 16.572500000000002 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 4 -3 -2 8 26 17 12 13 -12 16 14 -11 -13 25 19 27 21 23 24 -23 -21 -1 -10 -8 -19 right_child=1 3 -4 -5 -6 -7 7 -9 9 10 11 15 -14 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 leaf_value=-0.0029318832482082688 5.0658973121643065 -0.10202093453242862 21.254703416824341 3.9506229937703985 -11.727513459409986 -1.4255984713481025 -0.1049916273576242 -7.3237515367780421 -0.017083958716997239 0.42195874276142631 13.253902117013931 0.38785143171037945 -5.4517164837397063 -2.5293134492816347 2.4983831839296555 -4.8666696395874025 -2.5637551610897749 -0.4244892484491522 6.21781669330597 0.28790234514141594 -3.313472269002129 4.2317166709899903 -0.22346883322063246 -2.1411158413778653 1.2559950275950962 -1.162625383613384 -0.67410153675079343 -0.092291427112761004 leaf_weight=360152 41 29 22 38 28 26 27 21 481 1822 32 21 26 33 90 20 39 33 20 93 34 28 38 44 90 113 20 21 leaf_count=360152 41 29 22 38 28 26 27 21 481 1822 32 21 26 33 90 20 39 33 20 93 34 28 38 44 90 113 20 21 internal_value=0 2.48388 7.17123 -1.90742 -5.81279 2.54681 -0.000580456 -2.5017 -0.000112223 0.322677 0.613971 4.58817 -0.569993 0.467967 0.519698 -2.17533 -0.378484 -0.00250884 1.465 -0.00281009 -1.05317 -0.0023116 1.66661 -0.49222 -0.00261736 -0.235007 -0.347166 -0.295301 internal_weight=0 184 89 95 57 67 363298 68 363230 2677 2018 73 659 1945 1912 41 633 360553 74 360479 171 360308 66 137 360242 594 47 54 internal_count=363482 184 89 95 57 67 363298 68 363230 2677 2018 73 659 1945 1912 41 633 360553 74 360479 171 360308 66 137 360242 594 47 54 cat_boundaries=0 5 cat_threshold=2223243780 142606372 67633745 1114636320 2048 is_linear=0 shrinkage=0.01 Tree=363 num_leaves=29 num_cat=1 split_feature=0 5 1 6 1 2 19 6 4 24 6 8 5 6 7 2 10 13 1 5 9 8 1 2 1 0 5 18 split_gain=1.11259e+07 3.71201e+07 5.68104e+07 2.13014e+07 1.88701e+07 6.57116e+06 4.16994e+06 6.92412e+06 2.75404e+06 5.88435e+06 3.31203e+07 1.17123e+07 4.13971e+06 3.12635e+06 2.35651e+06 4.1991e+06 2.26049e+06 1.25356e+06 1.22732e+06 2.07034e+06 1.24976e+06 2.10004e+06 3.42239e+06 2.04368e+06 2.01091e+06 659942 597182 119765 threshold=2778.6210000000005 53.965000000000011 1892.2623000000001 2976.3936000000008 1461.4925000000003 27.046500000000005 2343.4900000000002 463.20250000000004 452.88000000000005 0 1937.6795000000002 2971.7767500000004 1312.9050000000002 1000.0509250000001 712.24900000000014 1468.575 24.190470000000001 4.7600710000000017 2781.5828000000006 26.307400000000005 1972.2770000000003 1973.6620000000003 176.74091250000004 2682.0900000000006 367.00000000000006 166.07825000000005 175.20336000000003 385.12250000000006 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 4 -3 -2 8 27 18 10 14 12 13 -11 16 -16 -10 -14 20 25 21 23 -23 -1 26 -20 -22 -8 right_child=1 3 -4 -5 -6 -7 7 -9 9 11 -12 -13 17 -15 15 -17 -18 -19 19 -21 24 22 -24 -25 -26 -27 -28 -29 leaf_value=-0.0026237506633618362 5.0152384195095161 -0.10100071035582443 21.042157547690653 3.9111166718131618 -11.61023823601859 -1.4113423461180465 0.15047405314942203 -7.2505140667869936 0.76629181762239829 0.12485955434867396 10.858653357950125 -5.8020869716826615 -0.66681516331511659 1.6453574389380379 0.92059876406192787 5.6897866185506194 -0.54933350563049321 -2.5606690558791163 -1.1881906870317955 -3.8603776762702253 0.19316234363209117 0.43783975306484435 4.9444616439125753 1.7440395463402592 -3.7919478919289329 1.0632793683591095 -1.7562596685236151 -0.85934846328652426 leaf_weight=360218 41 29 22 38 28 26 24 21 469 1567 33 34 77 148 80 24 181 64 30 22 55 72 22 67 22 23 22 23 leaf_count=360218 41 29 22 38 28 26 24 21 469 1567 33 34 77 148 80 24 181 64 30 22 55 72 22 67 22 23 22 23 internal_value=0 2.45904 7.09952 -1.88835 -5.75466 2.52134 -0.000574651 -2.47668 -0.000111101 0.319451 1.03952 0.0140365 0.120657 0.256075 0.62356 2.02118 0.399941 -1.52644 -0.00248375 -1.28158 -0.00221763 -0.00190902 1.49258 -0.00229893 -1.12562 -0.211138 -0.363815 -0.343694 internal_weight=0 184 89 95 57 67 363298 68 363230 2677 787 1890 1856 1715 754 104 650 141 360553 75 360478 360379 94 360285 99 53 77 47 internal_count=363482 184 89 95 57 67 363298 68 363230 2677 787 1890 1856 1715 754 104 650 141 360553 75 360478 360379 94 360285 99 53 77 47 cat_boundaries=0 1 cat_threshold=2368 is_linear=0 shrinkage=0.01 Tree=364 num_leaves=30 num_cat=4 split_feature=0 5 6 3 2 5 19 6 3 0 2 8 2 2 25 6 8 0 5 3 8 0 25 24 9 5 25 16 18 split_gain=1.09044e+07 3.63814e+07 2.08775e+07 1.99602e+07 2.06185e+07 1.52771e+07 4.08695e+06 6.78633e+06 2.84424e+06 1.59953e+07 1.32357e+07 1.07432e+07 4.18471e+06 2.17926e+06 4.38852e+06 6.64949e+06 8.46689e+06 4.22226e+06 5.50871e+06 4.50324e+06 3.32027e+06 1.58998e+06 2.69987e+06 1.98765e+06 1.56009e+06 945101 1.58333e+06 819468 117382 threshold=2778.6210000000005 53.965000000000011 2976.3936000000008 149.268 27.046500000000005 1908.1960000000001 2343.4900000000002 463.20250000000004 2725.8677800000005 53.860000000000007 22.675479000000003 1350.3896175000002 1468.575 385.09140000000008 0 1937.6795000000002 311.75250000000005 1519.5755740000002 172.37350000000004 1493.1141200000004 1017.6571000000002 1117.6621800000003 1 2 250.65000000000003 158.54900000000004 3 889.3329500000001 385.12250000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 1 2 2 9 2 2 left_child=6 3 5 4 -2 -3 8 28 13 10 -10 12 -11 21 15 20 -17 19 -19 -16 -15 25 24 -24 -23 27 -27 -1 -8 right_child=1 2 -4 -5 -6 -7 7 -9 9 11 -12 -13 -14 14 17 16 -18 18 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 leaf_value=-0.0047825084166206793 8.176647431509835 -1.7430693989329868 3.8720054681677567 14.605693539047241 -3.7737636678869073 -12.475478090104602 0.14896931891640028 -7.1780089714413604 0.74717989603678392 -1.5690845619548452 11.249453304211299 -6.5929303748791037 4.5987983356822619 0.39292347050437498 -0.079362479325747234 9.0618257286435089 0.66197858129228859 6.3483236843606701 0.28516964130623396 -2.7612740254035364 2.203087873021397 -2.7686400166264287 0.79627377688045231 -0.74558028827110934 -0.030431199754987443 0.43927402573011298 0.039178814873718028 0.6043415924259441 -0.8507549520225629 leaf_weight=352958 42 36 38 25 22 21 24 21 24 22 24 26 22 1440 1702 21 28 23 43 65 109 81 132 194 28 1236 4831 221 23 leaf_count=352958 42 36 38 25 22 21 24 21 24 22 24 26 22 1440 1702 21 28 23 43 65 109 81 132 194 28 1236 4831 221 23 internal_value=0 2.43445 -1.86947 7.02853 4.06869 -5.69711 -0.000568905 -2.45192 -0.00010999 1.55218 5.99832 -1.49661 1.51486 -0.000614434 0.250217 0.631082 4.26191 -0.0847987 2.39809 -0.178018 0.520301 -0.00300712 -0.607217 -0.116153 -1.8917 -0.0022755 0.121477 -0.00440135 -0.340257 internal_weight=0 184 95 89 64 57 363298 68 363230 118 48 70 44 363112 3431 1598 49 1833 66 1767 1549 359681 435 326 109 359246 6067 353179 47 internal_count=363482 184 95 89 64 57 363298 68 363230 118 48 70 44 363112 3431 1598 49 1833 66 1767 1549 359681 435 326 109 359246 6067 353179 47 cat_boundaries=0 7 8 9 16 cat_threshold=2217067520 263684 134218496 1310721 20480 0 128 1081344 2086 204473344 8683520 76021760 2147483649 20544 0 4 is_linear=0 shrinkage=0.01 Tree=365 num_leaves=28 num_cat=3 split_feature=16 3 3 12 1 6 6 8 7 0 24 3 1 26 24 2 0 0 9 6 1 4 3 8 1 24 4 split_gain=6.15336e+06 1.29567e+07 1.11685e+07 8.60239e+07 1.27441e+08 2.97298e+07 3.11575e+06 2.13751e+06 3.38481e+06 2.59848e+06 1.04044e+07 8.91224e+06 1.07014e+07 6.17155e+06 2.22668e+06 3.16228e+06 2.23085e+06 1.91951e+06 1.16289e+06 1.11493e+06 3.44371e+06 1.91688e+06 1.30208e+06 1.13569e+06 663211 630860 20814.1 threshold=3006.0949125000006 1493.1141200000004 2725.8677800000005 85.709000000000017 962.58510000000012 1937.6795000000002 1.6852500000000001 2971.7767500000004 659.5150000000001 591.40200000000016 0 1493.1141200000004 860.12500000000011 2022.5000000000002 1 1827.1555000000001 1519.5755740000002 1275.1415000000002 10.0875 127.16726600000003 1892.2623000000001 2693.9010000000007 330.57375000000008 1973.6620000000003 786.89439000000004 2 131.25750000000002 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 left_child=2 18 7 5 -5 6 17 9 26 19 11 13 -13 -11 15 -12 -16 -4 -2 23 21 -21 -22 25 -10 -1 -9 right_child=1 -3 3 4 -6 -7 -8 8 24 10 14 12 -14 -15 16 -17 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 leaf_value=-0.029862175513862024 1.1930241786516629 -9.7626382331848145 1.0788288803100607 -1.7157958262899646 32.357020071120488 -10.643862675633923 -1.433477507531643 0.67142233467102042 -2.4042197502227056 1.6548134312275686 0.0010381844418107971 0.56554309061595365 10.661000794910249 0.041116907645134905 -0.39736767230092623 3.5626803970336915 -1.8763622007443923 4.9623627090454105 -1.7700259385285555 0.122199562992726 -0.7415890464782714 2.9527383915583294 -4.1648513257980344 1.6578770968972183 -4.9486651916503908 0.0011175029373288396 0.21519765114784242 leaf_weight=87330 26 20 35 23 21 29 32 20 21 511 605 21 21 442 487 26 129 20 27 7680 20 24 25 41 20 265701 20 leaf_count=87330 26 20 35 23 21 29 32 20 21 511 605 21 21 442 487 26 129 20 27 7680 20 24 25 41 20 265701 20 internal_value=0 -2.90445 -0.000839115 2.64061 14.5462 -1.87532 1.04753 -0.00200293 -1.62629 -0.00164055 0.337747 1.09407 5.61327 0.906383 -0.272324 0.145488 -0.695797 2.49102 -0.316454 -0.00374937 0.114906 0.131017 -2.6434 -0.00635354 -3.64541 -0.00654682 0.44331 internal_weight=0 73 363304 160 44 116 87 363144 81 363063 2242 995 42 953 1247 631 616 55 53 360821 7749 7704 45 353072 41 353031 40 internal_count=363377 73 363304 160 44 116 87 363144 81 363063 2242 995 42 953 1247 631 616 55 53 360821 7749 7704 45 353072 41 353031 40 cat_boundaries=0 1 2 3 cat_threshold=2102 1096 2688 is_linear=0 shrinkage=0.01 Tree=366 num_leaves=32 num_cat=4 split_feature=16 3 3 4 1 13 6 4 0 25 3 0 2 1 11 3 2 0 25 9 4 6 0 16 4 6 9 4 25 25 5 split_gain=6.03091e+06 1.26989e+07 1.09462e+07 5.45193e+07 1.14429e+07 3.2714e+06 2.38021e+06 3.37257e+06 1.97831e+06 1.24443e+07 4.2587e+07 4.81931e+07 8.28369e+06 5.95716e+06 5.12138e+06 8.17452e+06 4.57108e+06 3.3864e+06 2.91706e+06 1.46396e+06 2.38702e+06 1.25351e+06 1.75567e+06 2.79795e+06 1.94754e+06 1.1971e+06 1.13975e+06 942637 3.36636e+06 635550 251212 threshold=3006.0949125000006 1493.1141200000004 2725.8677800000005 2693.9010000000007 1892.2623000000001 24.002200000000002 576.6450000000001 13.805000000000001 591.40200000000016 0 7.7315000000000014 1884.2950000000003 1271.7445000000002 2781.5828000000006 1085.4300000000001 1118.1025000000002 784.03650000000005 992.19979999999998 1 2854.0889000000006 417.88250000000005 1136.6981000000003 332.68500000000006 156.23500000000004 785.57750000000021 698.40204000000006 10.0875 252.69399999999999 2 3 34.432500000000005 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 9 2 left_child=2 26 8 4 5 6 7 -4 19 10 11 17 16 14 18 -16 -12 -10 -11 21 30 27 24 -24 -23 -15 -2 29 -29 -1 -21 right_child=1 -3 3 -5 -6 -7 -8 -9 9 13 12 -13 -14 25 15 -17 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 28 -30 -31 -32 leaf_value=0.10315180089645724 1.1810939726921228 -9.665012187957764 1.2020078737982389 13.447849605878194 -6.5761775878906246 -1.76135435851415 -0.71301480102539061 6.5398335604667661 1.894305820465088 0.75971497688258061 -0.6108960796439129 21.463233103070937 -6.2106296240765122 -4.6004367777279445 0.22332488013476862 5.5663012127442792 4.4631761247461492 6.8742044206099084 -0.19852188872866128 0.70731873023509972 -4.1860927139629016 0.5321366159052533 3.2846043473847062 -1.0781540430159797 -1.5458589085707297 -1.7254201157887779 -1.7523256239184628 0.70718551877881664 0.0015306592619648484 -0.0076219644760185555 -0.87764667320251466 leaf_weight=5247 26 20 29 36 25 30 20 20 36 394 92 21 23 28 82 44 22 22 1477 20 22 340 49 21 52 30 27 839 3329 350934 20 leaf_count=5247 26 20 29 36 25 30 20 20 36 394 92 21 23 28 82 44 22 22 1477 20 22 340 49 21 52 30 27 839 3329 350934 20 internal_value=0 -2.87541 -0.000830732 2.6142 -0.531052 0.995495 2.19412 3.38071 -0.00198291 0.29224 2.51902 8.48298 -0.736183 0.0457036 0.137683 2.08913 0.368311 3.78323 0.00626553 -0.00383447 -1.54033 -0.00357045 0.516983 1.97578 0.256484 -3.11336 -0.31329 -0.00423784 0.145276 -0.00598744 -0.085164 internal_weight=0 73 363304 160 124 99 69 49 363144 2271 216 79 137 2055 1997 126 114 58 1871 360873 62 360811 462 70 392 58 53 360349 4168 356181 40 internal_count=363377 73 363304 160 124 99 69 49 363144 2271 216 79 137 2055 1997 126 114 58 1871 360873 62 360811 462 70 392 58 53 360349 4168 356181 40 cat_boundaries=0 6 11 18 25 cat_threshold=9437696 0 0 0 0 16384 16384 134480900 67108880 1073807360 4211712 1049632 1074102280 134217744 67371009 8458240 0 4 2147483648 4 64 4194304 1050752 2218795072 2 is_linear=0 shrinkage=0.01 Tree=367 num_leaves=26 num_cat=0 split_feature=16 3 3 12 1 6 6 5 8 7 0 20 26 8 4 9 6 1 4 3 8 2 1 26 4 split_gain=5.9109e+06 1.24462e+07 1.07284e+07 8.44967e+07 1.25019e+08 2.93991e+07 3.06633e+06 4.98942e+06 2.09976e+06 3.31356e+06 2.50415e+06 3.37789e+06 3.27154e+06 4.29363e+06 3.72846e+06 1.11707e+06 1.08447e+06 3.36974e+06 1.88615e+06 1.27574e+06 1.11243e+06 842284 654080 608277 20902.3 threshold=3006.0949125000006 1493.1141200000004 2725.8677800000005 85.709000000000017 962.58510000000012 1937.6795000000002 258.07900000000006 52.045000000000009 2971.7767500000004 659.5150000000001 591.40200000000016 1404.0075000000002 2022.5000000000002 1350.3896175000002 9.1375000000000011 10.0875 127.16726600000003 1892.2623000000001 2693.9010000000007 330.57375000000008 1973.6620000000003 141.77045000000001 786.89439000000004 2022.5000000000002 131.25750000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 8 5 -5 6 7 21 10 24 16 12 14 -14 -12 -2 20 18 -18 -19 23 -4 -11 -1 -10 right_child=1 -3 3 4 -6 -7 -8 -9 9 22 11 -13 13 -15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.0065749485499402207 1.1692829864070966 -9.5683619079589857 -1.1625260968641802 -1.7192141364968343 32.028243357340493 -10.607240379596579 -2.4172082481384276 6.2279865436553949 0.66445200157165529 -2.376985592160906 1.1120420855208288 4.4228766994476318 -0.29036137949682989 2.1776843276776767 -0.041074611661758589 -1.7348024006684621 0.12053993531398131 -0.73269455862045296 2.9283037694295246 -4.1211512516021731 1.6408569937217528 1.5203273452758788 -4.903854179382324 -0.019678830861941731 0.20726201432943345 leaf_weight=178110 26 20 22 23 21 29 20 20 20 21 711 20 972 76 463 27 7680 20 24 25 41 25 20 174921 20 leaf_count=178110 26 20 22 23 21 29 20 20 20 21 711 20 972 76 463 27 7680 20 24 25 41 25 20 174921 20 internal_value=0 -2.84665 -0.000822049 2.58806 14.3875 -1.8876 1.01894 2.04466 -0.0019627 -1.61185 -0.00160353 0.331568 0.294742 -0.111381 0.657278 -0.310157 -0.00367373 0.113349 0.129287 -2.61517 -0.00624207 0.264524 -3.6096 -0.00643336 0.435857 internal_weight=0 73 363304 160 44 116 87 67 363144 81 363063 2242 2222 1048 1174 53 360821 7749 7704 45 353072 47 41 353031 40 internal_count=363377 73 363304 160 44 116 87 67 363144 81 363063 2242 2222 1048 1174 53 360821 7749 7704 45 353072 47 41 353031 40 is_linear=0 shrinkage=0.01 Tree=368 num_leaves=27 num_cat=3 split_feature=16 3 3 4 1 13 7 8 7 0 25 3 0 0 1 11 9 6 1 25 3 8 3 25 1 4 split_gain=5.79327e+06 1.21985e+07 1.05149e+07 5.36104e+07 1.15245e+07 3.33121e+06 3.26856e+06 2.05798e+06 3.24762e+06 2.45432e+06 1.23477e+07 4.09219e+07 4.72332e+07 7.74642e+06 6.16767e+06 7.69978e+06 1.09484e+06 1.06289e+06 3.30268e+06 2.59886e+06 1.25035e+06 1.0903e+06 794864 649464 641064 20486.3 threshold=3006.0949125000006 1493.1141200000004 2725.8677800000005 2693.9010000000007 1892.2623000000001 24.002200000000002 112.55400000000002 2971.7767500000004 659.5150000000001 591.40200000000016 0 7.7315000000000014 1884.2950000000003 1884.2950000000003 2781.5828000000006 1085.4300000000001 10.0875 127.16726600000003 1892.2623000000001 1 330.57375000000008 1973.6620000000003 1118.1025000000002 2 786.89439000000004 131.25750000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 left_child=2 16 7 4 5 6 -4 9 25 17 11 12 -11 -13 15 -12 -2 21 19 -19 -20 23 -16 -1 -10 -9 right_child=1 -3 3 -5 -6 -7 -8 8 24 10 14 13 -14 -15 22 -17 -18 18 20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.1274302100434804 1.1575902147934987 -9.4726783142089843 0.54419134898619226 13.305146962271797 -6.6233934783935551 -1.8067053721745807 5.0721926330566411 0.6578074951171875 -2.3532156685420449 3.7389870821196456 0.016462563564655214 0.35821982864747964 21.242036888485863 -6.2510770504815243 -2.2477296577394008 2.682855794849603 -1.7174543331094361 0.31413029753871341 -0.72536762285232548 -0.053006250604687069 -4.0799397739410397 1.6244484936318748 -4.7169329261779787 -0.0077435668540233099 -4.8548156738281252 0.20518937200307846 leaf_weight=3581 26 20 44 36 25 30 25 20 21 58 1859 114 21 21 32 115 27 3791 20 3913 25 41 22 349450 20 20 leaf_count=3581 26 20 44 36 25 30 25 20 21 58 1859 114 21 21 32 115 27 3791 20 3913 25 41 22 349450 20 20 internal_value=0 -2.81818 -0.000813829 2.56218 -0.556748 0.975233 2.18477 -0.00194307 -1.59573 -0.0015875 0.328252 2.55584 8.3917 -0.669893 0.0801926 0.1718 -0.307055 -0.00363699 0.112216 0.127994 -2.58902 -0.00617965 -3.2537 -0.00636903 -3.57351 0.431498 internal_weight=0 73 363304 160 124 99 69 363144 81 363063 2242 214 79 135 2028 1974 53 360821 7749 7704 45 353072 54 353031 41 40 internal_count=363377 73 363304 160 124 99 69 363144 81 363063 2242 214 79 135 2028 1974 53 360821 7749 7704 45 353072 54 353031 41 40 cat_boundaries=0 6 13 19 cat_threshold=9437696 0 0 0 0 16384 204588160 134514240 67637264 67174401 86336 16640 128 2147483648 4 0 4456448 2176 2218795072 is_linear=0 shrinkage=0.01 Tree=369 num_leaves=28 num_cat=3 split_feature=16 19 3 12 1 6 6 5 8 7 0 25 3 0 0 1 11 6 1 25 3 8 2 3 25 1 4 split_gain=5.67798e+06 1.20835e+07 1.03057e+07 8.29766e+07 1.22668e+08 2.91535e+07 3.04576e+06 4.85757e+06 2.01703e+06 3.18299e+06 2.40548e+06 1.2102e+07 4.01076e+07 4.62933e+07 7.59226e+06 6.04493e+06 7.54656e+06 1.04179e+06 3.23696e+06 2.57195e+06 1.22547e+06 1.0686e+06 831392 779046 636573 628306 20078.6 threshold=3006.0949125000006 26.146102500000008 2725.8677800000005 85.709000000000017 962.58510000000012 1937.6795000000002 258.07900000000006 52.045000000000009 2971.7767500000004 659.5150000000001 591.40200000000016 0 7.7315000000000014 1884.2950000000003 1884.2950000000003 2781.5828000000006 1085.4300000000001 127.16726600000003 1892.2623000000001 1 330.57375000000008 1973.6620000000003 141.77045000000001 1118.1025000000002 2 786.89439000000004 131.25750000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 left_child=2 -2 8 5 -5 6 7 22 10 26 17 12 13 -12 -14 16 -13 21 19 -19 -20 24 -4 -17 -1 -11 -10 right_child=1 -3 3 4 -6 -7 -8 -9 9 25 11 15 14 -15 -16 23 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.12615945686606173 -6.803157131188625 1.3346277055475446 -1.1562637342106212 -1.7251906274712605 31.703494734991164 -10.581807740310143 -2.4288886718750002 6.1456682147979738 0.65122938537597663 -2.3296835281735375 3.7015972374225488 0.016297934743194506 0.35463769387780575 21.029616350446428 -6.1885663282303582 -2.2252523748576643 2.6560273060902309 0.30846148837530413 -0.71811396694183349 -0.056722973273098241 -4.0391403938293458 1.6082040013336554 1.509186233520508 -4.6697635789351031 -0.0076661332905414593 -4.8062675170898439 0.20313744795322419 leaf_weight=3581 37 36 22 23 21 29 20 20 20 21 58 1859 114 21 21 32 115 3863 20 3841 25 41 25 22 349450 20 20 leaf_count=3581 37 36 22 23 21 29 20 20 20 21 58 1859 114 21 21 32 115 3863 20 3841 25 41 25 22 349450 20 20 internal_value=0 -2.79 -0.000805585 2.53656 14.2294 -1.89866 0.995718 2.01799 -0.00192354 -1.57977 -0.00157152 0.324969 2.53028 8.30778 -0.663194 0.0793906 0.170082 -0.00360052 0.111097 0.126717 -2.56313 -0.00611782 0.261529 -3.22116 -0.00630531 -3.53777 0.427183 internal_weight=0 73 363304 160 44 116 87 67 363144 81 363063 2242 214 79 135 2028 1974 360821 7749 7704 45 353072 47 54 353031 41 40 internal_count=363377 73 363304 160 44 116 87 67 363144 81 363063 2242 214 79 135 2028 1974 360821 7749 7704 45 353072 47 54 353031 41 40 cat_boundaries=0 6 13 19 cat_threshold=9437696 0 0 0 0 16384 204588160 134514240 67637264 67174401 86336 16642 128 2147483648 4 0 4456448 2176 2218795072 is_linear=0 shrinkage=0.01 Tree=370 num_leaves=32 num_cat=0 split_feature=0 1 7 1 1 13 16 3 6 1 5 0 8 13 21 15 0 5 3 13 4 4 3 1 4 12 1 0 7 14 26 split_gain=7.835e+06 2.46515e+07 5.08792e+07 5.36365e+06 1.47377e+07 6.00506e+06 4.84965e+06 5.31749e+06 2.64391e+06 3.36464e+06 5.62622e+06 2.55323e+07 1.28412e+07 3.79756e+06 4.34496e+06 2.91327e+06 9.92756e+06 2.74973e+06 1.88677e+06 1.28295e+06 1.35885e+06 1.26314e+06 1.04516e+06 7.96627e+06 2.45636e+07 1.6922e+06 1.52656e+06 4.46153e+06 831928 257642 14507.8 threshold=2778.6210000000005 2781.5828000000006 149.17670000000001 555.56875000000014 13.870700000000001 254.38525000000004 3006.0949125000006 179.11500000000004 652.29725000000008 133.85250000000005 1908.1960000000001 227.70275000000004 289.16250000000008 414.66000000000003 10.095000000000002 1947.7010000000002 174.79296150000002 1908.1960000000001 1282.3492500000004 1063.1169900000002 727.60250000000008 1292.0010000000002 571.90530000000001 1461.4925000000003 86.014110000000016 911.29109000000005 1461.4925000000003 992.19979999999998 2822.9627650000007 11.911900000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 30 21 8 -8 15 17 13 -12 -13 14 -11 22 29 19 -15 20 -10 -5 26 25 -25 -24 28 -28 -1 -17 -2 right_child=1 2 -4 5 -6 -7 7 -9 9 10 11 12 -14 18 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 -32 leaf_value=-0.0041650695443693573 -1.1535752690633139 -4.1206064051673525 16.038962685369675 -6.2443712207249238 8.9749443778991704 2.1473927445411682 -0.52756603062152863 -7.1005892838239673 0.10113584445730987 0.75044113876554708 13.196465892791748 7.1154252333868113 -2.1002331458197698 -0.086394261055522503 4.2717549042952685 0.45247550042470297 8.0033482952117918 -3.1884500828495734 -2.4322566319306693 2.1219481537259859 -1.5340261929035188 -2.7759613250550768 0.15610394599230679 11.114620491310403 -0.37082915004094441 -1.4250363156493282 -0.30833335407744061 -4.4656306030010358 -1.6694951044718425 -0.89401607584070275 -0.83405700118453407 leaf_weight=359328 30 21 31 21 20 20 32 20 669 450 20 21 54 144 38 30 20 27 45 29 55 21 1451 27 60 71 235 29 30 27 27 leaf_count=359328 30 21 31 21 20 20 32 20 669 450 20 21 54 144 38 30 20 27 45 29 55 21 1451 27 60 71 235 29 30 27 27 internal_value=0 2.02392 7.8976 -0.173432 1.58925 -2.36257 -0.00197866 -3.05565 -0.00154105 0.410316 0.878334 3.15727 0.480151 0.558542 1.02464 -0.00331018 1.94159 -0.0529016 -0.644933 0.0595285 -0.0230823 -4.51017 -0.00372476 0.250574 3.19362 0.0823451 -0.00486253 -0.765006 -0.00430409 -0.185336 -1.00222 internal_weight=0 191 52 139 77 62 362912 52 362860 1552 772 95 75 677 488 361308 77 780 189 753 724 42 361231 1609 87 1522 359622 264 359358 57 57 internal_count=363103 191 52 139 77 62 362912 52 362860 1552 772 95 75 677 488 361308 77 780 189 753 724 42 361231 1609 87 1522 359622 264 359358 57 57 is_linear=0 shrinkage=0.01 Tree=371 num_leaves=35 num_cat=2 split_feature=3 8 15 1 1 1 25 1 1 6 5 11 14 2 1 2 5 5 26 6 2 26 5 6 18 2 9 26 6 6 25 2 3 26 split_gain=7.44148e+06 2.56142e+07 2.82655e+07 2.51994e+07 2.14787e+06 1.73003e+06 2.89624e+06 2.85261e+07 5.64661e+06 7.16668e+06 4.38326e+06 4.10507e+06 3.35451e+06 4.17039e+06 3.43279e+06 2.70667e+06 3.81594e+06 1.54407e+06 1.45918e+06 3.52145e+06 1.91156e+06 1.32378e+06 1.06876e+06 1.44458e+06 877152 650787 988853 659175 619984 950144 596195 444320 103153 4167.45 threshold=2725.8677800000005 2971.7767500000004 31.050411 2781.5828000000006 733.85806350000018 70.031500000000008 0 2781.5828000000006 2781.5828000000006 1937.6795000000002 1561.8224400000001 44.858000000000004 1061.9390000000003 1468.575 1461.4925000000003 2682.0900000000006 2871.8940000000007 194.43750000000003 2022.5000000000002 116.37925 251.15409550000004 2022.5000000000002 1908.1960000000001 698.40204000000006 3273.8635600000002 1468.575 83.502500000000012 2022.5000000000002 1136.6981000000003 1529.30718 1 11.905750000000003 8.095500000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=5 2 3 4 17 22 7 12 9 15 11 -11 13 14 -7 16 -8 31 20 -20 -10 -17 24 32 25 28 27 -27 30 -30 -1 -2 33 -24 right_child=1 -3 -4 -5 -6 6 8 -9 18 10 -12 -13 -14 -15 -16 21 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31 -32 -33 -34 -35 leaf_value=0.026393881075380838 -0.95991874790191645 9.852187859030332 -7.9150971684311378 12.210142676613549 -2.2603656326293948 0.43404415652643819 0.066289969642363139 11.648196591916292 -5.5595876643968669 3.7891911119403261 5.6563203390906835 -1.1269405875887188 -3.4891660222140222 3.7967548179626465 -3.3293990875244139 -0.52731632232666015 3.6972685144687523 3.4970456123352052 2.161655613978704 -3.0181201210021973 -1.7277441843350729 -3.5506282164255776 -0.53132667382558185 -3.4292565622329709 1.7035594625473021 0.3367871217727661 -2.7250826358795166 -1.0405306846767233 1.125503028168908 -0.07779299749454982 -0.011746027993729327 1.1479719638824464 0.1814747606664896 -0.6958141504332076 leaf_weight=47492 20 34 33 22 25 794 14902 23 23 33 34 35 22 36 25 28 29 20 21 35 30 30 24 20 30 70 20 69 122 142 298777 20 20 43 leaf_count=47492 20 34 33 22 25 794 14902 23 23 33 34 35 22 36 25 28 29 20 21 35 30 30 24 20 30 70 20 69 122 142 298777 20 20 43 internal_value=0 2.06662 0.175841 2.67118 0.202269 -0.0018951 0.0994403 0.647501 0.0665196 0.0829438 2.72466 1.25883 0.366383 0.46559 0.319165 0.064967 0.0733423 1.22837 -2.20131 -1.0757 -3.39062 -2.0911 -0.00659915 -1.00586 -0.00629077 -0.00643873 -0.646058 -0.346917 -0.00614525 0.478276 -0.00651458 0.0940266 -0.448763 -0.636893 internal_weight=0 174 140 107 85 362929 16100 900 15200 15091 102 68 877 855 819 14989 14931 60 109 56 53 58 346829 107 346722 346692 159 139 346533 264 346269 40 87 67 internal_count=363103 174 140 107 85 362929 16100 900 15200 15091 102 68 877 855 819 14989 14931 60 109 56 53 58 346829 107 346722 346692 159 139 346533 264 346269 40 87 67 cat_boundaries=0 5 12 cat_threshold=1048704 134217728 67108928 360960 128 4 65588 8390677 2187591712 545392641 8479830 132 is_linear=0 shrinkage=0.01 Tree=372 num_leaves=24 num_cat=0 split_feature=0 1 7 1 1 12 16 3 9 4 7 8 7 5 7 1 14 0 3 5 12 5 26 split_gain=7.56414e+06 2.38948e+07 4.98337e+07 5.26271e+06 1.44338e+07 5.19516e+06 4.76173e+06 5.20216e+06 4.39926e+06 1.97888e+07 4.82236e+06 3.74116e+06 9.45658e+06 3.51886e+06 1.78199e+07 1.45623e+06 3.18488e+06 1.20098e+06 835331 633100 589427 209886 14574.8 threshold=2778.6210000000005 2781.5828000000006 149.17670000000001 555.56875000000014 13.870700000000001 659.09565500000008 3006.0949125000006 179.11500000000004 2854.0889000000006 1522.8167500000002 998.30500000000018 2971.7767500000004 998.30500000000018 2871.8940000000007 659.5150000000001 54.82800000000001 1619.4627500000004 747.41500000000008 209.58850000000004 252.1095 103.43350000000001 0.77081350000000015 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 22 19 8 -8 11 10 21 13 20 15 18 17 -17 -1 -15 -5 -13 -10 -2 right_child=1 2 -4 5 -6 -7 7 -9 9 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.0059425267152415145 -1.145038777669271 -4.1226271956307547 15.828740011030627 -5.5684582882835754 8.8804469532966621 1.8516488949656487 -0.52728672310709956 -7.0286376686096199 2.3280831501700661 10.97608406829834 -3.9498537000020346 -0.66878557270223438 -7.4138445186614987 -0.1963579734828737 8.9112496583278364 0.092565824599737445 -1.972315126291911 -0.4657453427708631 -2.7452827415466312 -3.1129489072163898 1.5068241586685183 0.93041221437000088 -0.82478388750994658 leaf_weight=343481 30 21 31 21 20 20 32 20 22 20 24 33 24 36 26 18489 75 569 20 21 20 21 27 leaf_count=343481 30 21 31 21 20 20 32 20 22 20 24 33 24 36 26 18489 75 569 20 21 20 21 27 internal_value=0 1.98863 7.77146 -0.174734 1.57128 -2.34317 -0.0019419 -3.02781 -0.00150828 2.24692 -0.358806 -0.0020475 -2.20605 -0.00157959 2.06973 -0.00204799 0.0842235 -0.00670296 -1.10669 -4.3407 0.152199 1.6455 -0.993339 internal_weight=0 191 52 139 77 62 362912 52 362860 87 67 362773 77 362696 82 362614 18564 344050 56 42 53 43 57 internal_count=363103 191 52 139 77 62 362912 52 362860 87 67 362773 77 362696 82 362614 18564 344050 56 42 53 43 57 is_linear=0 shrinkage=0.01 Tree=373 num_leaves=27 num_cat=1 split_feature=0 1 7 1 1 12 20 9 4 7 17 3 25 1 2 5 5 1 1 0 20 1 5 11 26 26 split_gain=7.41361e+06 2.34193e+07 4.8842e+07 5.15798e+06 1.41466e+07 5.09178e+06 1.88688e+06 2.76346e+06 1.7149e+07 5.1496e+06 2.58596e+06 1.53762e+06 7.2112e+06 3.72373e+07 6.02746e+06 1.23596e+07 5.78763e+06 2.14022e+06 1.47599e+06 1.28593e+06 4.51827e+06 1.37982e+06 620502 388600 300890 14284.7 threshold=2778.6210000000005 2781.5828000000006 149.17670000000001 555.56875000000014 13.870700000000001 659.09565500000008 2769.4572500000004 2854.0889000000006 1522.8167500000002 998.30500000000018 1623.3237500000002 297.12438000000003 0 1461.4925000000003 2682.0900000000006 1561.8224400000001 2871.8940000000007 1098.6214000000002 2781.5828000000006 1275.1415000000002 16.038500000000003 1098.6214000000002 252.1095 11.955 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 25 22 7 11 9 23 -8 18 13 17 16 -16 -14 -13 19 21 -21 -1 -5 -9 -20 -2 right_child=1 2 -4 5 -6 -7 10 8 -10 -11 -12 12 14 -15 15 -17 -18 -19 24 20 -22 -23 -24 -25 -26 -27 leaf_value=-0.0042247246588278022 -1.1335886154174803 -4.0814023036048521 15.670452021168124 -5.5127737281436007 8.7916421284675597 1.8331322654485704 0.025369930267333984 2.1685190177917479 9.6628963897341773 -4.3985222848256429 -4.6167940269197736 0.69476914521999389 0.0015223965769877287 11.597853435873985 0.50993609652799721 -9.1094210329922767 4.5658313751220705 -2.2207926654815675 -2.4654076457023621 -0.9789180866741154 3.6245596811045773 0.59398322206473109 -3.0818196205865771 0.29838614654541018 -0.99384541731892218 -0.81653608110215925 leaf_weight=357522 30 21 31 21 20 20 28 25 21 24 21 796 3555 32 34 22 28 26 24 292 23 386 21 20 33 27 leaf_count=357522 30 21 31 21 20 20 28 25 21 24 21 796 3555 32 34 22 28 26 24 292 23 386 21 20 33 27 internal_value=0 1.96874 7.69374 -0.172986 1.55557 -2.31974 -0.00192248 -0.00165751 1.75041 -0.657737 -1.96413 -0.00209218 0.181752 1.00281 -0.0136514 -3.2691 0.037191 0.602549 -0.00439768 -0.00414165 -0.642791 -0.00357956 -4.2973 1.33735 -1.61345 -0.983406 internal_weight=0 191 52 139 77 62 362912 362863 90 69 49 362773 4493 854 3639 56 3583 822 358280 358223 315 357908 42 45 57 57 internal_count=363103 191 52 139 77 62 362912 362863 90 69 49 362773 4493 854 3639 56 3583 822 358280 358223 315 357908 42 45 57 57 cat_boundaries=0 6 cat_threshold=2114592 134217728 201851217 65536 8470528 128 is_linear=0 shrinkage=0.01 Tree=374 num_leaves=23 num_cat=0 split_feature=0 7 9 8 2 16 7 9 4 7 2 26 8 5 5 7 10 5 8 14 5 0 split_gain=7.26608e+06 2.04605e+07 8.22993e+07 3.00533e+07 2.82112e+07 4.64053e+06 5.13499e+06 4.25285e+06 1.90528e+07 4.62998e+06 4.2504e+06 5.0792e+06 3.65784e+06 9.35058e+06 3.41431e+06 1.73991e+07 1.42332e+06 7.26519e+06 1.32477e+06 415502 204198 128954 threshold=2778.6210000000005 149.17670000000001 164.54285500000003 1973.6620000000003 2682.0900000000006 3006.0949125000006 279.22250000000003 2854.0889000000006 1522.8167500000002 998.30500000000018 27.046500000000005 2022.5000000000002 2971.7767500000004 1016.9325000000002 2871.8940000000007 659.5150000000001 3056.7500000000005 111.74550000000001 1973.6620000000003 25.303200000000007 0.77081350000000015 299.04000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 4 -3 -4 10 7 -7 12 9 20 11 -2 14 19 16 21 18 -18 -1 -14 -9 -16 right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.0025503048224134735 5.4442458025614417 23.361504277229312 -7.1579840738773353 6.7737952780723569 -11.621681732177736 -0.29798035844167076 -6.6585985868627375 2.2896016190268775 10.774513313293458 -3.866278947194417 -1.3248803878552986 -0.84104776000976555 -0.74484261383881445 -8.0642926368713379 -0.74225739849938299 8.7990255267803494 -1.6324870640890938 6.148468066397168 1.1543936074382126 1.0441477194726467 0.91099991934640079 -1.7437430210113525 leaf_weight=362466 36 20 30 32 20 30 22 22 20 24 33 20 37 20 36 26 28 21 99 20 21 20 leaf_count=362466 36 20 30 32 20 30 22 22 20 24 33 20 37 20 36 26 28 21 99 20 21 20 internal_value=0 1.94905 5.72259 0.0326117 -0.88975 -0.00190326 -2.98901 -0.00147519 2.20922 -0.347589 1.52192 3.1995 -0.00200536 -2.18133 -0.00154269 2.03876 -0.00200407 1.70221 -0.0022344 -0.117127 1.61633 -1.09993 internal_weight=0 191 82 62 109 362912 52 362860 87 67 89 56 362773 77 362696 82 362614 49 362565 57 43 56 internal_count=363103 191 82 62 109 362912 52 362860 87 67 89 56 362773 77 362696 82 362614 49 362565 57 43 56 is_linear=0 shrinkage=0.01 Tree=375 num_leaves=22 num_cat=0 split_feature=19 9 16 1 9 3 2 3 0 2 26 1 6 9 5 5 3 10 11 12 11 split_gain=4.43159e+06 1.18036e+07 7.91263e+06 1.87645e+07 5.0353e+06 3.38813e+07 1.36896e+07 3.7845e+07 5.48267e+06 9.33146e+06 2.46858e+07 6.89936e+06 4.14951e+06 3.68701e+06 3.16085e+06 2.70377e+06 1.0889e+07 2.45563e+06 1.35798e+06 813808 526541 threshold=3260.8512500000006 580.86400000000015 3006.0949125000006 523.64669700000002 2854.0889000000006 2725.8677800000005 2682.0900000000006 2725.8677800000005 2778.6210000000005 27.046500000000005 2022.5000000000002 1892.2623000000001 1000.0509250000001 26.423720000000003 7.9537500000000003 2871.8940000000007 453.37980000000005 3056.7500000000005 443.6112050000001 273.34650000000005 207.36964000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 20 6 12 8 13 15 10 -10 -11 19 14 -8 17 -17 -1 -15 -6 -4 right_child=1 -3 3 -5 5 -7 7 -9 9 11 -12 -13 -14 18 -16 16 -18 -19 -20 -21 -22 leaf_value=-0.0016740627976790103 -1.0785511378844579 8.6965619159880134 1.4690218708515166 -11.54143230867386 -0.14026340000557178 12.632671737670899 -0.82442716529292437 -13.474873223985945 11.115194086874686 1.5975975118983876 -2.0975572908841649 -5.1402360863912673 -3.8297236312230427 -4.6685724997023748 3.1752790546417238 -1.3895021635987039 6.3144823467731479 2.130960795791061 -1.2289609857039019 2.4161249179840087 -0.82562704443931578 leaf_weight=362785 30 21 20 20 33 24 62 28 31 55 26 21 30 24 29 43 32 54 22 20 20 leaf_count=362785 30 21 20 20 33 24 62 28 31 55 26 21 30 24 29 43 32 54 22 20 20 internal_value=0 2.9465 -0.00148981 -3.63268 -0.000890141 2.1681 -0.00152911 -2.88128 -0.000220304 2.02976 5.08833 -0.264172 -0.857806 -0.716163 0.450204 -0.000964245 1.89753 -0.00135667 -3.02354 0.824411 0.321697 internal_weight=0 51 363379 60 363319 107 363212 165 363047 133 57 76 83 137 91 362914 75 362839 46 53 40 internal_count=363430 51 363379 60 363319 107 363212 165 363047 133 57 76 83 137 91 362914 75 362839 46 53 40 is_linear=0 shrinkage=0.01 Tree=376 num_leaves=28 num_cat=1 split_feature=8 9 4 2 10 2 1 2 0 2 26 11 6 4 16 12 2 2 3 0 0 5 8 0 2 25 0 split_gain=5.41764e+06 5.39021e+07 2.35076e+07 6.16663e+07 8.56184e+06 7.08865e+06 4.77691e+06 4.97731e+06 2.9019e+06 1.60536e+07 2.04161e+07 4.01276e+06 3.11552e+06 3.03675e+06 5.82739e+06 4.13161e+06 5.53285e+06 2.3059e+06 1.17354e+06 1.13693e+06 1.07133e+06 2.23704e+06 1.32177e+06 4.39112e+06 998268 797700 125176 threshold=2971.7767500000004 2854.0889000000006 2693.9010000000007 2682.0900000000006 270.74340000000007 784.03650000000005 1892.2623000000001 1271.7445000000002 2778.6210000000005 27.046500000000005 2022.5000000000002 219.41800000000003 31.213550000000009 785.57750000000021 1927.9850000000004 1621.2640000000004 522.27250000000015 193.49000000000004 815.10500000000013 39.074400000000004 1884.2950000000003 425.55000000000007 1148.5039000000004 747.41500000000008 323.96475000000004 0 0.76171500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 left_child=2 4 8 6 19 -6 7 17 13 10 -10 12 -11 20 15 16 -15 26 -17 -2 22 24 25 -24 -22 -1 -4 right_child=1 -3 3 -5 5 -7 -8 -9 9 11 -12 -13 -14 14 -16 18 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 leaf_value=0.041326630151727634 -0.031339615230207091 13.073095169356375 -0.6212304167911924 -19.063441891877549 -0.27492841720581057 -7.9607674830300477 -5.0450986740112311 4.0347115534002134 11.004042077833606 -1.0464871736367543 -1.141842401123047 1.9085422394825862 -5.8931350327105747 0.045112222511919563 5.6085919033397333 -0.80300446391105651 1.573696856615187 -4.0985766944018271 -4.0828666766484574 3.1143666553497313 0.41189607222874963 -3.1985878443717959 0.24414161594737979 3.9640282963344027 -1.7094355481670749 -0.0076881614961960996 0.40712933444976807 leaf_weight=36980 27 33 29 23 21 28 25 22 31 36 25 26 21 741 22 20 348 22 24 20 78 32 340 35 31 324370 20 leaf_count=36980 27 33 29 23 21 28 25 22 31 36 25 26 21 741 22 20 348 22 24 20 78 32 340 35 31 324370 20 internal_value=0 2.04789 -0.0017929 -4.08415 -1.74202 -4.66684 -1.16445 -0.12127 -0.00020789 1.4444 5.58177 -1.34708 -2.83209 -0.000761028 0.511182 0.412203 0.533586 -1.40904 -2.59202 1.30726 -0.00239504 -0.873897 -0.00205533 0.591331 -0.191418 -0.00267113 -0.201492 internal_weight=0 129 363301 141 96 49 118 93 363160 139 56 83 57 363021 1155 1133 1089 71 44 47 361866 141 361725 375 109 361350 49 internal_count=363430 129 363301 141 96 49 118 93 363160 139 56 83 57 363021 1155 1133 1089 71 44 47 361866 141 361725 375 109 361350 49 cat_boundaries=0 6 cat_threshold=2155905024 134316036 2214592596 4211216 41978497 2483054788 is_linear=0 shrinkage=0.01 Tree=377 num_leaves=35 num_cat=3 split_feature=25 1 1 3 0 9 6 17 1 2 0 4 3 14 3 0 10 3 6 1 1 7 2 24 26 4 1 0 3 6 14 24 4 7 split_gain=3.65526e+06 2.84251e+08 6.3526e+07 1.80942e+08 1.33047e+07 5.66767e+06 5.45563e+06 1.83555e+07 3.82369e+06 4.42161e+06 4.37432e+06 3.23522e+06 4.17513e+06 3.07617e+06 2.97566e+06 2.85237e+06 2.60198e+06 9.00574e+06 3.00051e+06 2.44857e+06 2.23534e+06 2.01674e+06 2.49488e+06 1.98658e+06 3.13613e+06 1.48103e+06 1.27717e+06 4.13115e+06 1.24581e+06 1.13451e+06 925342 718576 701387 284508 threshold=0 2781.5828000000006 2781.5828000000006 2725.8677800000005 2778.6210000000005 1329.0550000000001 2976.3936000000008 86.586000000000013 585.22500000000014 72.651050000000012 688.40820000000008 2693.9010000000007 1890.7105500000002 38.691970000000005 1118.1025000000002 22.611000000000004 1935.1350000000002 1282.3492500000004 1136.6981000000003 1098.6214000000002 15.933722500000002 1131.6606400000003 258.87100000000004 1 2022.5000000000002 17.427500000000002 7.1627500000000017 2778.6210000000005 92.623500000000021 1529.30718 429.20700000000005 2 259.56000000000006 15.898500000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 left_child=1 8 6 4 5 15 11 14 10 19 23 16 21 28 25 -4 26 18 -18 -10 -12 22 -13 24 -1 -8 30 -28 -11 31 -2 -25 -17 -26 right_child=2 -3 3 -5 -6 -7 7 -9 9 13 20 12 -14 -15 -16 32 17 -19 -20 -21 -22 -23 -24 29 33 -27 27 -29 -30 -31 -32 -33 -34 -35 leaf_value=2.2256480022612073 -0.0092571382707526909 30.472073417171355 1.5492859597359934 -28.429355600992839 -8.5456528854370113 4.9528806381225587 -0.039050845305124919 10.172963012612385 3.3736644708542598 -6.4137304668426509 4.5138205589670122 -0.26542150181393287 -5.2998291595458991 -0.55797613497936371 2.8393819872538253 -3.1967224866151809 -0.50871803545484351 6.6679423031440148 3.7273421230316162 -1.1434938567025321 0.70831993727848441 1.7342131790161133 -4.5405150890350345 0.13757211222512913 0.059363646606604259 -3.5521621036529543 0.04750917208115097 3.0790803657107881 -3.2683825617678024 -2.297902223413641 0.35787765610703204 -0.20947766461776776 -1.0495353214494114 -1.2332768086024692 leaf_weight=105 318378 31 31 30 21 20 30 23 21 20 33 43 25 33 24 32 102 26 20 28 29 25 20 1334 90 20 40934 45 34 22 688 1063 29 21 leaf_count=105 318378 31 31 30 21 20 30 23 21 20 33 43 25 33 24 32 102 26 20 28 29 25 20 1334 90 20 40934 45 34 22 688 1063 29 21 internal_value=0 0.354161 -0.00388591 -6.24531 -1.24139 0.128159 -0.0010632 2.37019 0.0258469 -1.61017 0.108346 -0.00170158 -1.69349 -2.96337 -0.0549946 -0.920693 -0.00117083 1.32449 0.185718 0.792431 2.73383 -0.668956 -1.62259 0.0465694 0.943084 -1.4443 -0.00171576 0.0508382 -4.43333 -0.0372279 -0.00846549 -0.0166344 -2.17593 -0.18519 internal_weight=0 2864 360566 163 133 112 360403 97 2833 136 2697 360306 113 87 74 92 360193 148 122 49 62 88 63 2635 216 50 360045 40979 54 2419 319066 2397 61 111 internal_count=363430 2864 360566 163 133 112 360403 97 2833 136 2697 360306 113 87 74 92 360193 148 122 49 62 88 63 2635 216 50 360045 40979 54 2419 319066 2397 61 111 cat_boundaries=0 6 7 8 cat_threshold=1048576 0 0 0 2048 24576 1 870 is_linear=0 shrinkage=0.01 Tree=378 num_leaves=25 num_cat=1 split_feature=8 9 3 1 10 7 5 9 26 12 15 21 10 11 6 24 10 5 3 13 1 8 3 6 split_gain=5.18129e+06 5.21701e+07 1.39954e+07 3.5566e+07 8.35814e+06 9.15572e+06 3.49791e+06 2.09461e+06 2.53252e+06 1.98302e+06 4.64646e+06 9.28439e+06 2.68263e+06 2.27714e+06 1.39258e+06 5.95046e+06 6.1759e+06 2.28688e+06 1.51695e+06 4.04809e+06 1.96702e+06 1.38249e+06 569839 230328 threshold=2971.7767500000004 2854.0889000000006 2725.8677800000005 2781.5828000000006 270.74340000000007 1538.3385000000001 1561.8224400000001 487.08190000000008 2022.5000000000002 3113.0710000000004 1947.7010000000002 173.56925000000004 1564.7167200000001 1230.4050000000002 698.40204000000006 0 1935.1350000000002 1908.1960000000001 1890.7105500000002 76.239500000000007 2781.5828000000006 30.416400000000007 209.58850000000004 12.432700000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 4 9 6 22 -6 7 8 -4 10 14 13 23 21 18 17 -17 -16 20 -20 -1 -12 -2 -11 right_child=1 -3 3 -5 5 -7 -8 -9 -10 12 11 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=-0.0020292621358441233 0.33930443158856144 12.849341462453205 -0.52582034575633518 -13.010923333003603 -0.71370582439281327 -9.4043319060585713 -4.1355280635667881 -2.1988233162806585 3.3762872255259548 -1.0496870505291482 0.86162752449512481 8.2207813339233393 -4.8002478370666504 3.31302601347367 -0.46513072565268565 0.63267711175017105 4.9194345485142303 -3.7722197584672408 -0.19046283477391954 -5.1368240356445316 1.5105112867438515 -2.1360639587402344 2.5663446359634401 0.41764618968963624 leaf_weight=361474 27 33 39 29 27 22 23 26 29 23 40 20 20 24 422 845 35 22 78 21 86 25 20 20 leaf_count=361474 27 33 39 29 27 22 23 26 29 23 40 20 20 24 422 845 35 22 78 21 86 25 20 20 internal_value=0 2.00272 -0.00175566 -3.09725 -1.7258 -4.61562 -0.64001 0.215276 1.13831 -0.000511175 -0.000203367 2.06414 -1.77452 0.680631 -0.000823269 0.322899 0.794149 -0.615141 -0.00200839 -1.23969 -0.00166949 -0.291331 1.28698 -0.367206 internal_weight=0 129 363301 146 96 49 117 94 68 363155 363092 109 63 89 362983 1324 880 444 361659 99 361560 65 47 43 internal_count=363430 129 363301 146 96 49 117 94 68 363155 363092 109 63 89 362983 1324 880 444 361659 99 361560 65 47 43 cat_boundaries=0 1 cat_threshold=652 is_linear=0 shrinkage=0.01 Tree=379 num_leaves=25 num_cat=0 split_feature=8 9 2 3 10 7 10 0 2 3 5 10 12 3 5 3 0 13 5 3 8 0 1 1 split_gain=5.07818e+06 5.11319e+07 1.92517e+07 7.06766e+07 8.19181e+06 8.97352e+06 7.65367e+06 6.32982e+06 1.03107e+07 6.21764e+06 4.30585e+06 1.83221e+06 5.05278e+06 8.82591e+06 1.88552e+06 1.80998e+06 1.34708e+06 2.36236e+06 1.8445e+06 9.78498e+06 1.31409e+06 1.09391e+06 832927 301802 threshold=2971.7767500000004 2854.0889000000006 2682.0900000000006 2725.8677800000005 270.74340000000007 1538.3385000000001 484.16250000000002 2778.6210000000005 27.046500000000005 698.94000000000005 670.57570000000021 1935.1350000000002 2107.0655000000002 1282.3492500000004 842.25950000000023 297.12438000000003 1884.2950000000003 379.24000000000007 2871.8940000000007 453.37980000000005 1973.6620000000003 39.074400000000004 786.89439000000004 168.10617800000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 7 6 21 -6 9 11 -9 23 15 16 13 14 -13 -10 18 22 20 -20 -1 -2 -18 -4 right_child=1 -3 3 -5 5 -7 -8 8 10 -11 -12 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 leaf_value=-0.0016836991446974232 -0.038920227554109364 12.72084790316495 -1.3906088917553425 -18.217742717884207 -0.70656876316776984 -9.3102885887839584 -4.7661635236442086 5.3968540158188141 -0.24648224747699238 4.4925311633944514 2.5904310378059745 -0.089153877520093724 -3.159462029743195 6.3617877966165546 3.2688450088500973 -4.2585436687686231 -1.0206259606149461 -3.8728981897105341 -0.93978072513233535 7.4960657119750982 1.2135810693328299 3.0467039289474487 0.53270720618111744 -0.076052307928762122 leaf_weight=362504 27 33 40 27 27 22 32 57 23 32 32 102 25 32 20 22 90 23 44 20 89 20 56 31 leaf_count=362504 27 33 40 27 27 22 32 57 23 32 32 102 25 32 20 22 90 23 44 20 89 20 56 31 internal_value=0 1.98269 -0.00173811 -3.44825 -1.70855 -4.56946 -0.494357 -0.000200579 2.17282 0.832806 -0.213809 -0.00100273 1.01047 1.68741 0.461338 -2.20793 -0.00150174 -0.894091 -0.00108579 1.69642 -0.00138541 1.27411 -0.424827 -0.816648 internal_weight=0 129 363301 162 96 49 135 363139 134 103 77 363005 179 154 122 45 362826 169 362657 64 362593 47 146 71 internal_count=363430 129 363301 162 96 49 135 363139 134 103 77 363005 179 154 122 45 362826 169 362657 64 362593 47 146 71 is_linear=0 shrinkage=0.01 Tree=380 num_leaves=24 num_cat=3 split_feature=1 15 0 11 7 3 12 7 1 4 0 0 25 24 24 3 26 15 3 19 8 1 3 split_gain=8.14636e+06 2.05424e+07 7.41724e+07 2.37181e+07 1.24681e+07 8.32057e+06 2.6887e+06 2.81661e+06 1.52799e+07 3.02972e+06 3.01613e+06 2.91895e+06 1.34541e+07 1.5192e+07 3.21479e+06 2.67903e+06 2.50233e+06 2.07962e+06 1.28775e+06 7.54896e+06 981716 959533 69055 threshold=2781.5828000000006 48.255000000000003 2778.6210000000005 1230.4050000000002 998.30500000000018 511.93300000000005 3113.0710000000004 2822.9627650000007 860.12500000000011 2693.9010000000007 1275.1415000000002 1117.6621800000003 0 1 2 0.74700000000000011 2022.5000000000002 149.24400000000003 1493.1141200000004 224.31300000000002 214.54600000000002 1892.2623000000001 138.47650000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 1 1 2 2 2 2 2 2 2 2 left_child=6 2 4 -3 5 16 7 9 15 11 20 18 13 -13 -14 -9 -2 -8 21 -20 22 -1 -11 right_child=1 3 -4 -5 -6 -7 17 8 -10 10 -12 12 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.002228695277636875 -2.9751451146161116 -11.893561431884766 16.539793849400112 3.5071246280670163 -6.7762826405400816 5.7490592195192969 -0.052730973689786853 1.7595693573584925 8.7892225356723959 -1.1782100276947021 -4.1898357599431817 5.1073122410301686 0.85496706057403049 0.66915903205439553 -1.0763487143817776 -2.4062460899353026 1.4154397401809693 -3.5428753379771587 0.21258113522235661 6.2870128822326663 0.76258134312927728 -0.98192181849479687 -1.9665595593452454 leaf_weight=361800 27 20 35 20 23 30 31 26 23 25 33 101 108 288 338 38 25 38 292 22 32 100 20 leaf_count=361800 27 20 35 20 23 30 31 26 23 25 33 101 108 288 338 38 25 38 292 22 32 100 20 internal_value=0 2.12688 3.93262 -4.19322 -0.269768 1.55523 -0.00102929 -0.000654359 1.79843 -0.00108536 -1.66044 -0.000582589 0.589985 1.9206 -0.600183 -0.713884 -0.864287 -1.97484 -0.00194401 0.638178 -0.576413 -0.0024994 -1.52859 internal_weight=0 180 140 40 105 82 363315 363246 87 363159 110 363049 835 389 446 64 52 69 362214 314 77 361900 45 internal_count=363495 180 140 40 105 82 363315 363246 87 363159 110 363049 835 389 446 64 52 69 362214 314 77 361900 45 cat_boundaries=0 6 7 8 cat_threshold=9470464 134479872 16 1073741824 0 16384 2066 1058 is_linear=0 shrinkage=0.01 Tree=381 num_leaves=28 num_cat=0 split_feature=1 16 7 3 2 18 3 6 17 4 2 7 6 5 13 18 15 5 3 1 3 5 26 2 3 14 26 split_gain=7.98424e+06 2.91636e+07 4.59315e+07 1.21822e+08 2.66066e+07 1.85019e+07 4.63885e+06 3.21938e+06 1.4834e+07 6.93988e+06 8.37658e+06 1.99674e+06 1.79574e+06 5.10823e+06 1.78491e+06 2.15892e+06 7.70757e+06 1.68987e+06 2.62532e+06 1.22477e+06 982268 1.43441e+06 912282 525791 237330 188825 157727 threshold=2781.5828000000006 2.7050000000000005 16.677500000000006 2725.8677800000005 2682.0900000000006 306.66184900000007 274.86025000000006 2976.3936000000008 86.586000000000013 2693.9010000000007 1827.1555000000001 1941.9625000000003 1937.6795000000002 1561.8224400000001 2172.3225000000007 1734.8725725000002 1141.8240000000003 1016.9325000000002 53.901250000000005 384.69825000000009 29.469600000000003 622.44110000000012 2022.5000000000002 193.49000000000004 250.65000000000003 784.87910000000022 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 4 -4 6 -3 26 9 17 12 11 23 14 20 15 22 -17 18 -9 25 -14 -22 -1 24 -11 -16 -2 right_child=1 5 3 -5 -6 -7 -8 8 -10 10 -12 -13 13 -15 19 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=0.014662799141903929 1.83645636399587 -12.225885454177856 -0.59022949218749998 31.065444189071656 -9.6204681522195994 1.3762915000915528 7.088017560482025 -0.98553117875129947 8.6562423197428391 -0.38702918724580243 -7.8133735730596214 -3.9561709537506102 -1.0754129417964391 5.6951932044256299 -0.31428518220490104 -0.044309031395685101 6.2807167053222654 -2.1236617408260221 3.6615529546737675 -3.1083965287889757 2.1802597575071383 -0.72573681617605279 -0.017054162534440517 -1.5672912541142217 0.97286830902099608 -1.4226794572310015 0.66478739953041077 leaf_weight=181492 27 20 31 20 22 20 20 31 24 33 23 20 35 21 51 84 25 31 20 28 41 29 181257 27 21 22 20 leaf_count=181492 27 20 31 20 22 20 20 31 24 33 23 20 35 21 51 84 25 31 20 28 41 29 181257 27 21 22 20 internal_value=0 2.10561 4.25716 11.8238 -0.0787627 -5.4248 3.05433 -0.00101747 1.74147 -0.001526 -2.36685 -1.12655 -0.000718202 1.19289 -0.00113256 -0.000762584 1.40638 -0.282365 0.836855 -1.33032 0.292427 0.976347 -0.00118541 -0.427884 0.14182 -0.648322 1.33787 internal_weight=0 180 140 51 89 40 67 363315 106 363209 124 101 363085 126 362959 362858 109 82 51 101 105 70 362749 81 54 73 47 internal_count=363495 180 140 51 89 40 67 363315 106 363209 124 101 363085 126 362959 362858 109 82 51 101 105 70 362749 81 54 73 47 is_linear=0 shrinkage=0.01 Tree=382 num_leaves=35 num_cat=4 split_feature=0 15 19 4 2 26 8 4 0 8 8 2 17 3 15 2 0 25 8 2 24 8 4 5 9 10 10 3 25 25 3 11 19 3 split_gain=7.79365e+06 1.69909e+07 5.90835e+07 3.76825e+07 1.5113e+07 1.29709e+07 5.59965e+06 2.8788e+06 2.34328e+07 1.92006e+07 7.77364e+06 2.74742e+06 2.51081e+06 1.18612e+07 1.78658e+06 2.91172e+06 1.46982e+06 6.88438e+06 7.94926e+06 9.65018e+06 3.88261e+06 4.65314e+06 3.00435e+06 2.3147e+06 1.26234e+06 2.86115e+06 1.07168e+06 954329 4.72649e+06 859500 716190 445170 229379 2043.16 threshold=2778.6210000000005 56.355500000000013 236.93870000000004 2693.9010000000007 137.75200000000004 2022.5000000000002 249.69280000000003 2693.9010000000007 992.19979999999998 1148.5039000000004 912.87025000000017 193.49000000000004 1381.0875000000003 1282.3492500000004 459.48820000000006 11.615600000000002 804.19674500000008 0 22.577500000000004 873.09500000000014 1 1350.3896175000002 480.67500000000001 1312.9050000000002 1972.2770000000003 1058.8682400000002 186.6944 571.90530000000001 2 3 23.856000000000005 734.30050000000017 27.983750000000004 138.47650000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 9 9 2 2 2 2 left_child=7 3 -3 4 5 -2 -6 12 9 11 -10 33 16 14 15 32 24 18 19 -18 23 -22 -20 -19 27 30 -16 29 -29 -1 -26 -28 -14 -9 right_child=1 2 -4 -5 6 -7 -8 8 10 -11 -12 -13 13 -15 26 -17 17 20 22 -21 21 -23 -24 -25 25 -27 31 28 -30 -31 -32 -33 -34 -35 leaf_value=0.26124461306347152 7.844578258807843 -14.029350554148357 9.2429309370517725 13.050000509782272 -5.1270536587635673 -2.0606398201584817 1.3706076921735491 -0.032675724411010743 -3.0428773880004885 9.1232005799810096 -11.458088548079782 -4.4268951196670532 -0.34149469785392284 7.5581829704284669 0.56211987813313802 3.418651798472685 2.5464038267234961 -0.35079236661103375 -2.5862570747962366 10.814139528274536 0.39241474251121639 3.7290298009316127 1.9901810361351819 -2.9379762131459009 0.5571433980464936 -3.5296196931781192 -3.1662957019805908 2.032109382558752 0.075960176608933255 -0.0039833225324920618 -1.1703183507919313 -1.0816585431780135 0.86295003323327935 0.10292815971374512 leaf_weight=1216 39 24 20 33 36 20 21 25 21 24 23 20 64 25 24 34 48 529 26 20 587 45 32 37 60 33 20 125 1485 358677 40 21 21 20 leaf_count=1216 39 24 20 33 36 20 21 25 21 24 23 20 64 25 24 34 48 529 26 20 587 45 32 37 60 33 20 125 1485 358677 40 21 21 20 internal_value=0 2.00901 -3.45104 3.62137 0.939091 4.48688 -2.73318 -0.00104179 -1.472 1.47933 -7.44174 -1.34302 -0.000503095 1.09524 0.217123 0.945382 -0.00113405 0.331445 2.46289 4.97809 0.085993 0.620177 -0.0613257 -0.510893 -0.00235166 -0.976403 -1.11615 -0.0019933 0.240929 -0.00308003 -0.133841 -2.09855 -0.043926 0.0275927 internal_weight=0 193 44 149 116 59 57 363302 133 89 44 65 363169 209 184 119 362960 1324 126 68 1198 632 58 566 361636 133 65 361503 1610 359893 100 41 85 45 internal_count=363495 193 44 149 116 59 57 363302 133 89 44 65 363169 209 184 119 362960 1324 126 68 1198 632 58 566 361636 133 65 361503 1610 359893 100 41 85 45 cat_boundaries=0 6 7 11 17 cat_threshold=1049088 0 0 0 0 16384 723 1024 64 524352 65536 0 0 0 4194304 2176 24576 is_linear=0 shrinkage=0.01 Tree=383 num_leaves=30 num_cat=2 split_feature=1 16 0 18 2 2 0 6 17 4 2 0 25 24 0 2 0 8 1 7 7 1 8 6 6 4 1 0 8 split_gain=7.76562e+06 2.85393e+07 5.92111e+07 1.80113e+07 6.56157e+06 3.29734e+06 4.26052e+06 3.13903e+06 1.44989e+07 6.84721e+06 8.23911e+06 3.08063e+06 1.42216e+07 1.11609e+07 2.17135e+07 8.98384e+06 4.06799e+06 2.5264e+06 2.2862e+06 1.94845e+06 1.5664e+06 1.97308e+06 1.02867e+06 1.46247e+06 837475 2.84062e+06 1.23478e+06 654602 426417 threshold=2781.5828000000006 2.7050000000000005 2778.6210000000005 306.66184900000007 1827.1555000000001 486.17193650000007 22.611000000000004 2976.3936000000008 86.586000000000013 2693.9010000000007 1827.1555000000001 1117.6621800000003 0 1 2778.6210000000005 210.00800000000001 2778.6210000000005 1350.3896175000002 31.194500000000001 1941.9625000000003 1131.6606400000003 68.409000000000006 2971.7767500000004 329.88400000000007 1937.6795000000002 629.95226050000008 1892.2623000000001 804.19674500000008 214.54600000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 4 -3 5 6 -2 9 20 11 19 22 13 14 -13 -15 17 -14 -18 27 21 -9 24 -24 26 -26 -1 28 -11 right_child=1 3 -4 -5 -6 -7 -8 8 -10 10 -12 12 16 15 -16 -17 18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 leaf_value=-0.0018091540257008398 2.8386496629033768 -12.083103753566743 14.859785055863231 1.3375275592803957 -4.3368745585282644 4.5501314082512492 -2.9031570537885028 -0.74462277184213921 8.5558107725779209 -0.48668393687198036 -7.752631224756656 2.8759413990607632 -0.34584415616044673 -2.1913995024893018 13.811018593528054 2.1348381488718506 -4.5372993893093527 3.0592370933035147 -0.44555408987131984 -3.9161010360717774 -2.2538604376051161 3.1927304706573487 -0.25062125466086649 -3.5119340164661406 0.04395420004526774 4.2854867448806759 -1.0812642272463384 -1.858302239127781 1.3172666664123533 leaf_weight=361983 28 20 38 20 24 26 24 35 24 38 23 104 414 72 22 144 36 23 22 20 27 20 44 20 75 20 106 23 20 leaf_count=361983 28 20 38 20 24 26 24 35 24 38 23 104 414 72 22 144 36 23 22 20 27 20 44 20 75 20 106 23 20 internal_value=0 2.07658 4.20498 -5.37279 0.235538 1.64243 0.188585 -0.00100295 1.7196 -0.0015051 -2.35099 -0.000702707 0.605274 2.138 4.43338 0.662106 -0.487053 -0.166629 -2.98526 -1.12091 -0.281237 0.687142 -0.00210286 -1.26978 -0.00187885 0.936908 -0.00212516 -0.430736 0.135368 internal_weight=0 180 140 40 102 78 52 363315 106 363209 124 363085 837 342 126 216 495 437 58 101 82 55 362248 64 362184 95 362089 81 58 internal_count=363495 180 140 40 102 78 52 363315 106 363209 124 363085 837 342 126 216 495 437 58 101 82 55 362248 64 362184 95 362089 81 58 cat_boundaries=0 4 5 cat_threshold=9470464 0 16 1073741824 2070 is_linear=0 shrinkage=0.01 Tree=384 num_leaves=23 num_cat=0 split_feature=0 7 9 2 8 2 12 2 9 18 8 5 5 7 6 8 0 14 14 6 10 7 split_gain=7.40294e+06 1.56289e+07 8.16179e+07 3.41818e+07 1.78776e+07 9.17049e+06 1.9402e+06 5.23043e+06 3.59374e+06 2.83592e+07 4.10566e+06 1.03542e+07 5.00231e+06 1.90734e+07 3.13767e+06 1.54975e+06 3.83674e+06 1.86979e+06 1.40819e+06 694570 379063 327769 threshold=2778.6210000000005 149.17670000000001 258.57750000000004 2682.0900000000006 1973.6620000000003 27.046500000000005 3113.0710000000004 581.81775000000005 2854.0889000000006 174.87500000000003 2971.7767500000004 772.27550000000008 2871.8940000000007 659.5150000000001 1000.0509250000001 1148.5039000000004 166.07825000000005 1619.4627500000004 737.78380000000004 30.609000000000002 190.45082400000004 58.087500000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 5 -4 -2 8 18 10 14 12 20 15 19 21 17 -17 -1 -8 -14 -12 -10 right_child=1 2 4 -5 -6 -7 7 -9 9 -11 11 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=-0.001553424924327008 4.8074743215387521 22.272758856273832 -6.0784716680844619 -11.368639260996943 4.5876706441243487 -1.9936894281448858 1.8315670553684233 -5.7003528246012607 1.2664296700404241 12.499025337219239 0.63790485858917234 -8.5036597123146063 -0.0028064545222691128 9.5418469407008235 -3.9342557462056478 -0.23236163320650169 1.582740409516832 -1.1072667657627779 -1.6810473950703939 -2.3389011240005493 -1.1170564231872557 -0.43636093938350679 leaf_weight=362366 55 21 30 23 33 31 25 22 26 20 32 20 35 26 24 263 209 153 21 20 20 20 leaf_count=362366 55 21 30 23 33 31 25 22 26 20 32 20 35 26 24 263 209 153 21 20 20 20 internal_value=0 1.958 5.19961 -0.54011 -0.491445 2.35589 -0.00101456 -1.69001 -0.000698365 1.99731 -0.00119354 -2.38891 -0.000720041 2.4841 -1.00317 -0.00127452 0.571359 -0.00202009 0.227982 -0.852295 -0.0370802 0.526086 internal_weight=0 193 84 109 63 86 363302 68 363234 90 363144 72 363072 81 70 362991 472 362519 46 55 52 46 internal_count=363495 193 84 109 63 86 363302 68 363234 90 363144 72 363072 81 70 362991 472 362519 46 55 52 46 is_linear=0 shrinkage=0.01 Tree=385 num_leaves=26 num_cat=2 split_feature=1 5 3 8 3 7 9 9 5 8 14 12 5 16 24 13 7 1 5 26 10 7 25 12 17 split_gain=6.98158e+06 3.46895e+07 6.07162e+07 2.87492e+07 3.22343e+07 6.54348e+06 6.67406e+06 2.61319e+06 2.35145e+06 1.73435e+06 3.56618e+06 6.91851e+06 1.98964e+06 1.82237e+06 1.75896e+06 1.38821e+06 2.33257e+06 1.38488e+06 1.24867e+06 1.24818e+06 1.12859e+06 993939 3.80265e+06 837538 455742 threshold=2781.5828000000006 14.489570000000002 149.268 2971.7767500000004 2725.8677800000005 2822.9627650000007 1972.2770000000003 1329.0550000000001 723.78135000000009 1017.6571000000002 1929.7000000000003 1621.2640000000004 2871.8940000000007 1927.9850000000004 0 2172.3225000000007 420.97500000000008 494.77402000000006 32.261600000000008 2022.5000000000002 3056.7500000000005 610.83000000000004 1 2107.0655000000002 28.557000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 left_child=5 2 19 4 7 9 17 8 -3 15 12 -12 13 14 -11 20 24 18 -7 -2 21 23 -23 -1 -17 right_child=1 3 -4 -5 -6 6 -8 -9 -10 10 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 leaf_value=-0.0031867473276843456 2.8893127180735267 0.092540876139765194 21.170558973225681 7.0835660603841148 -15.422191833496095 -1.4074309875025892 -7.3840028381347658 1.8843303825741722 -4.1890651617379024 1.4112785903432152 7.5543197374343869 -0.7634406642913818 -2.3381736529314963 3.2613815767114813 0.061558649780771399 -0.8223052435386472 -3.8454768692016605 -2.8470271575450896 1.7591424064636232 -0.13612988510131835 1.9056865778276997 0.86723766041251849 -0.24377827150868719 -1.1130988686926224 1.0189648790359498 leaf_weight=361040 30 23 22 30 20 33 22 21 29 111 20 20 27 22 498 41 25 32 20 25 31 573 649 68 20 leaf_count=361040 30 23 22 30 20 33 22 21 29 111 20 20 27 22 498 41 25 32 20 25 31 573 649 68 20 internal_value=0 1.86654 7.13024 -1.42862 -4.17449 -0.00234003 -2.47491 -1.09292 -2.29528 -0.0016115 0.496381 3.39544 0.320146 0.433894 0.331751 -0.00257053 -1.27293 -1.20432 -0.212498 1.51411 -0.00226903 -0.00243227 0.282283 -0.00339575 -0.21861 internal_weight=0 200 77 123 93 363252 107 73 52 363145 698 40 658 631 609 362447 86 85 53 55 362361 362330 1222 361108 61 internal_count=363452 200 77 123 93 363252 107 73 52 363145 698 40 658 631 609 362447 86 85 53 55 362361 362330 1222 361108 61 cat_boundaries=0 1 6 cat_threshold=273 134251520 134480960 1052992 67108864 1024 is_linear=0 shrinkage=0.01 Tree=386 num_leaves=28 num_cat=3 split_feature=1 5 2 8 6 5 7 9 15 8 14 12 5 16 4 13 7 1 4 25 24 2 24 1 2 15 6 split_gain=6.84265e+06 3.39991e+07 3.28562e+07 2.81771e+07 3.10854e+07 1.47741e+07 6.41327e+06 6.54125e+06 1.90389e+06 1.70129e+06 3.4947e+06 6.78084e+06 1.95038e+06 1.78581e+06 1.97689e+06 1.36059e+06 2.28615e+06 1.3558e+06 1.18061e+06 3.82565e+06 2.61562e+06 1.24002e+06 711255 1.26317e+06 969237 561533 16457 threshold=2781.5828000000006 14.489570000000002 723.85250000000008 2971.7767500000004 1529.30718 1561.8224400000001 2822.9627650000007 1972.2770000000003 658.42365500000005 1017.6571000000002 1929.7000000000003 1621.2640000000004 2871.8940000000007 1927.9850000000004 629.95226050000008 2172.3225000000007 420.97500000000008 354.74564000000004 785.57750000000021 0 1 1271.7445000000002 2 442.05400000000003 14.222000000000001 52.229500000000009 22.332262500000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 1 2 2 2 2 left_child=6 2 -2 4 5 -3 9 8 17 15 12 -12 13 14 -11 18 25 26 22 21 -21 -20 23 -1 -24 -17 -8 right_child=1 3 -4 -5 -6 -7 7 -9 -10 10 11 -13 -14 -15 -16 16 -18 -19 19 20 -22 -23 24 -25 -26 -27 -28 leaf_value=-0.030600256101415778 3.0587604751757214 -3.6207824922862808 17.72607345126924 7.0127308909098307 -11.928444699374113 6.6765156953985034 -1.11298888978504 -7.3101628806374288 1.505791217803955 0.66158103557360992 7.4787764644622801 -0.75580622959136967 -2.3147919464111331 3.2287677363915881 -0.64641531373608507 -1.0433665381840296 -3.8070221092224119 -3.9101299158732101 -0.56517191948135048 1.3721044754751268 0.20479310314564317 -2.7279652897004163 -0.0024123470297862273 -0.55892324607753963 0.061937915103172252 0.89676780755703267 -0.71217561721801759 leaf_weight=59740 56 38 21 30 33 22 21 22 20 454 20 20 27 22 155 35 25 24 183 300 537 31 275535 456 25579 26 20 leaf_count=59740 56 38 21 30 33 22 21 22 20 454 20 20 27 22 155 35 25 24 183 300 537 31 275535 456 25579 26 20 internal_value=0 1.84787 7.05894 -1.41433 -4.13274 0.154894 -0.00231606 -2.45016 -1.19228 -0.0015948 0.491628 3.36149 0.317169 0.429788 0.328676 -0.00254465 -1.2602 -2.02245 -0.00224617 0.332427 0.634444 -0.839256 -0.00321969 -0.0345967 0.00305397 -0.216424 -0.91747 internal_weight=0 200 77 123 93 60 363252 107 85 363145 698 40 658 631 609 362447 86 65 362361 1051 837 214 361310 60196 301114 61 41 internal_count=363452 200 77 123 93 60 363252 107 85 363145 698 40 658 631 609 362447 86 65 362361 1051 837 214 361310 60196 301114 61 41 cat_boundaries=0 5 6 7 cat_threshold=1536 134217732 64 1080033280 4194304 1348 2176 is_linear=0 shrinkage=0.01 Tree=387 num_leaves=30 num_cat=1 split_feature=0 3 12 2 26 4 3 6 5 8 12 8 14 0 5 6 15 0 11 5 3 2 25 26 3 5 12 0 4 split_gain=4.25716e+06 2.07555e+07 5.91676e+07 7.57206e+06 5.52726e+06 5.28082e+06 2.0007e+07 3.99884e+06 7.75949e+06 2.4307e+06 3.68227e+06 2.19113e+06 6.63386e+06 1.12643e+07 4.2123e+06 2.98332e+06 2.50502e+06 2.5848e+06 1.55069e+06 1.52012e+06 8.7642e+06 969086 2.89262e+06 2.8662e+06 2.37488e+06 1.48018e+06 2.10641e+06 917894 3297.74 threshold=2778.6210000000005 2725.8677800000005 85.709000000000017 7.2920000000000007 2022.5000000000002 2693.9010000000007 1890.7105500000002 293.37750000000005 3.4050000000000007 86.277750000000012 77.002449999999996 1148.5039000000004 1352.1000000000001 174.79296150000002 1561.8224400000001 1324.2200000000003 1305.4625000000003 497.59550000000002 789.79950000000008 2871.8940000000007 698.94000000000005 624.21400000000006 0 2022.5000000000002 1890.7105500000002 1561.8224400000001 391.30750000000006 1519.5755740000002 148.05000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=5 3 -3 4 -2 11 7 8 -7 -5 -11 19 14 -14 16 -16 17 -13 -9 21 28 25 23 -23 -24 27 -27 -1 -21 right_child=1 2 -4 9 -6 6 -8 18 -10 10 -12 12 13 -15 15 -17 -18 -19 -20 20 -22 22 24 -25 -26 26 -28 -29 -30 leaf_value=-0.0037708081951340596 5.1234132130940759 -3.0266175145369312 19.255909097844903 -4.163831686268284 -1.1102325531005859 -1.0739294384465072 -9.6794216099491823 -0.56055000073143413 6.8198065433502197 2.3050655937194824 -3.0443131388387372 0.31675719593356294 -1.248931941986084 7.4405872355869835 -0.23293730940137589 -5.0376448218027754 -2.5855918439229328 2.1976706213579376 -4.2063185567855834 -1.0320770148436229 6.5062309497335686 3.6581937158584594 0.19862835829622111 0.416375540415446 -1.7820932630508666 0.51190429236577906 3.9114461953299391 -0.65736241353944291 -1.2059427604675292 leaf_weight=360409 33 26 22 37 25 33 27 28 20 22 31 328 26 35 28 24 24 94 20 24 23 50 1546 60 63 138 21 215 20 leaf_count=360409 33 26 22 37 25 33 27 28 20 22 31 328 26 35 28 24 24 94 20 24 23 50 1546 60 63 138 21 215 20 internal_value=0 1.4721 7.18621 -0.38113 2.4365 -0.0020795 -2.03289 0.0112345 1.90484 -2.19693 -0.823816 -0.00136366 0.624232 3.73686 0.242967 -2.45049 0.557003 0.735728 -2.07962 -0.00232819 1.5038 -0.00260656 0.234264 1.73244 0.120326 -0.00373516 0.9609 -0.00416047 -1.11111 internal_weight=0 196 48 148 58 363256 128 101 53 90 53 363128 559 61 498 52 446 422 48 362569 67 362502 1719 110 1609 360783 159 360624 44 internal_count=363452 196 48 148 58 363256 128 101 53 90 53 363128 559 61 498 52 446 422 48 362569 67 362502 1719 110 1609 360783 159 360624 44 cat_boundaries=0 5 cat_threshold=2147483648 1028 1048592 0 17408 is_linear=0 shrinkage=0.01 Tree=388 num_leaves=29 num_cat=3 split_feature=1 5 3 8 0 7 9 0 5 3 17 8 14 24 2 3 3 1 5 4 25 11 3 3 0 24 7 17 split_gain=6.63417e+06 3.34252e+07 5.91506e+07 2.72563e+07 5.69971e+07 6.28873e+06 6.3966e+06 5.85131e+06 5.63179e+06 2.43581e+06 1.65504e+06 2.38707e+06 9.27386e+06 2.44972e+06 3.06501e+06 2.35142e+06 2.29392e+06 1.34885e+06 1.2225e+06 1.15347e+06 4.48559e+06 4.71177e+06 4.2396e+06 1.26257e+06 3.85671e+06 703357 205055 15211.8 threshold=2781.5828000000006 14.489570000000002 149.268 2971.7767500000004 2778.6210000000005 2822.9627650000007 1972.2770000000003 166.07825000000005 1908.1960000000001 888.08100000000013 2221.3567500000004 1148.5039000000004 1929.7000000000003 0 198.67650000000003 1890.7105500000002 511.93300000000005 494.77402000000006 32.261600000000008 785.57750000000021 1 1670.1750000000002 1493.1141200000004 2725.8677800000005 53.860000000000007 2 149.17670000000001 3600.16113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 1 2 2 left_child=5 2 7 4 8 10 17 -2 9 -3 11 19 13 14 -13 -15 26 18 -7 23 22 -22 -21 25 -25 -1 27 -12 right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 16 12 -14 15 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 leaf_value=-0.034621985593055515 -1.6452371077701964 0.17175822019577028 20.844527038227429 6.8731884562174486 -19.045219453811647 -1.3858497342196379 -7.2322017019445246 4.8879078945746794 3.7434456964639513 -4.3823294067382816 0.01638844766924458 0.13130236203387632 6.2663816874367857 -0.0035618230721629258 2.5516577516718111 -3.5519290995597839 -4.1543467031825676 -2.8035319066047668 1.7473694190979003 -0.43468399644432582 0.54470348432180604 4.86966958797895 -4.7774436611175535 3.3428698499579177 -2.0823269505500792 0.0028172255699082088 -1.296435701279413 -0.33734775447845461 leaf_weight=60201 29 24 22 30 20 33 22 26 26 23 31 118 28 282 94 20 22 32 20 223 808 26 25 38 20 301168 21 20 leaf_count=60201 29 24 22 30 20 33 22 26 26 23 31 118 28 282 94 20 22 32 20 223 808 26 25 38 20 301168 21 20 internal_value=0 1.81951 6.98641 -1.41504 -4.08867 -0.00227417 -2.42623 1.44316 0.00901656 -2.05684 -0.00155995 -0.00121644 0.661928 0.356627 1.15022 -0.230907 -1.32829 -1.18234 -0.203503 -0.00220793 0.323809 0.671483 -0.838646 -0.00318392 1.47211 -0.00342071 -0.464779 -0.122332 internal_weight=0 200 77 123 93 363252 107 55 73 47 363145 363051 542 514 212 302 94 85 53 362509 1082 834 248 361427 58 361369 72 51 internal_count=363452 200 77 123 93 363252 107 55 73 47 363145 363051 542 514 212 302 94 85 53 362509 1082 834 248 361427 58 361369 72 51 cat_boundaries=0 1 6 7 cat_threshold=2817 1536 134217732 65 1080033312 4194304 2176 is_linear=0 shrinkage=0.01 Tree=389 num_leaves=30 num_cat=1 split_feature=1 5 0 8 0 7 9 5 0 17 8 14 12 10 2 0 1 4 25 11 2 14 8 9 11 11 7 6 19 split_gain=6.50215e+06 3.27601e+07 5.77058e+07 2.67139e+07 5.58629e+07 6.16358e+06 6.26931e+06 5.51972e+06 2.51847e+06 1.6221e+06 2.33957e+06 9.08931e+06 2.4239e+06 3.51286e+06 2.03456e+06 1.41066e+06 1.32517e+06 1.13051e+06 4.39633e+06 4.61801e+06 1.43984e+06 1.11087e+06 922271 690701 2.55744e+06 716986 291366 28492.2 22060.2 threshold=2781.5828000000006 14.489570000000002 1519.5755740000002 2971.7767500000004 2778.6210000000005 2822.9627650000007 1972.2770000000003 1908.1960000000001 53.860000000000007 2221.3567500000004 1148.5039000000004 1929.7000000000003 103.43350000000001 160.67825000000002 486.17193650000007 561.94500000000005 860.12500000000011 785.57750000000021 0 1670.1750000000002 1468.575 26.272000000000002 29.813750000000002 1972.2770000000003 557.51450000000011 219.41800000000003 115.50250000000001 141.02500000000003 26.146102500000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=5 2 8 4 7 9 16 22 -2 10 17 12 13 -12 26 -14 21 23 20 -20 -19 27 -3 25 -25 -1 28 -7 -11 right_child=1 3 -4 -5 -6 6 -8 -9 -10 14 11 -13 15 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.0043031813035093345 3.39801741104126 -3.6638674535751341 19.781153627634048 6.8044568176269538 -18.854767341613769 -1.0597159404754639 -7.1598796610398727 3.7060113367667569 -0.96872626440865661 -0.31416694998741151 0.32478748354871395 6.2037177637645176 -1.1326075473427772 2.8481731814146043 -3.9765084674141624 0.57344724166087613 -3.1611212110519409 -0.61432854321918318 0.53925644091846847 4.8209729796189524 -3.1915550657113392 1.5448362960815432 -0.8306413297299986 0.17695582776358634 -3.525912386087271 0.1417290815845369 -1.4931303328559511 -1.5871040089925132 0.10251242743598091 leaf_weight=357941 25 20 24 30 20 20 22 26 28 24 236 28 128 72 22 78 24 224 808 26 24 20 27 66 26 3394 21 21 27 leaf_count=357941 25 20 24 30 20 20 22 26 28 24 236 28 128 72 22 78 24 224 808 26 24 20 27 66 26 3394 21 21 27 internal_value=0 1.80132 6.91654 -1.40089 -4.04778 -0.00225143 -2.40197 0.00892644 1.09106 -0.00154436 -0.00120428 0.655309 0.353061 0.91467 -1.31501 -0.486626 -1.17051 -0.00218586 0.320571 0.664768 -0.830259 -0.387324 -2.03627 -0.00315209 -0.869507 -0.00293151 -0.501777 -1.32984 -0.093572 internal_weight=0 200 77 123 93 363252 107 73 53 363145 363051 542 514 308 94 206 85 362509 1082 834 248 61 47 361427 92 361335 72 41 51 internal_count=363452 200 77 123 93 363252 107 73 53 363145 363051 542 514 308 94 206 85 362509 1082 834 248 61 47 361427 92 361335 72 41 51 cat_boundaries=0 5 cat_threshold=1536 134217732 65 1080033312 4194304 is_linear=0 shrinkage=0.01 Tree=390 num_leaves=39 num_cat=4 split_feature=2 19 15 7 0 0 0 1 24 0 26 26 0 3 25 10 3 7 3 25 1 0 12 20 7 10 1 7 2 15 18 3 1 25 0 23 12 0 split_gain=6.36154e+06 1.16728e+07 3.83336e+07 1.1698e+07 1.08742e+07 7.72674e+06 3.55943e+06 8.61737e+06 6.33342e+06 5.35194e+06 3.70309e+06 3.41022e+06 8.56699e+06 1.9118e+06 6.22475e+06 8.72036e+06 5.65552e+06 3.74027e+06 3.92925e+06 3.6526e+06 6.22638e+06 2.86438e+06 2.19936e+06 2.03881e+06 1.71164e+06 1.50398e+06 1.46581e+06 1.28625e+06 864927 812909 1.78986e+06 758970 614994 628225 1.48314e+06 951918 454838 22813.3 threshold=2682.0900000000006 181.75706500000004 85.527017500000014 2822.9627650000007 2778.6210000000005 1275.1415000000002 1884.2950000000003 2781.5828000000006 0 2778.6210000000005 2022.5000000000002 2022.5000000000002 2778.6210000000005 297.12438000000003 1 1935.1350000000002 1282.3492500000004 1131.6606400000003 1890.7105500000002 2 1256.4300000000001 804.19674500000008 1324.2200000000003 484.06875000000002 912.83060000000012 941.87500000000011 28.142500000000002 90.005500000000012 251.15409550000004 1947.7010000000002 1128.2175000000002 571.90530000000001 2781.5828000000006 3 1275.1415000000002 509.98160000000001 195.11325000000002 137.52300000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=6 2 3 4 5 31 13 8 9 27 -11 12 28 29 15 19 -17 23 21 20 -15 -19 -21 24 -16 26 -13 -8 -10 32 36 -2 33 34 -1 -35 -31 -34 right_child=1 -3 -4 -5 -6 -7 7 -9 11 10 -12 25 -14 14 17 16 -18 18 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 -32 -33 37 35 -36 -37 -38 -39 leaf_value=0.02928738526654754 -2.2920324894943493 5.4098012938499451 -12.932697385152181 6.3977275448753721 -7.562096374511718 5.3726080417633062 0.53577122110309017 -5.7379616840907515 0.77513586640357968 6.1504398503796818 0.89861517295837401 0.32896325795089498 -7.3391416438933348 1.1226575709483664 -0.057569719534201404 1.5464152454194569 8.9766704912185684 -2.1150934988553409 -5.7528010142933237 0.2639846814154751 6.4127134863535558 2.0938995985551312 2.5042617014249164 -2.4237097436189652 2.3477792534828188 1.6531749053955078 -2.5117551940526717 -2.5858206939697266 -1.9699236262928355 -0.50076718179191038 3.4322455926374955 -0.14216469923655192 -1.3015289429960581 -0.0082061947715978984 -1.1546140437755945 1.3581125424597777 1.3089994612194245 -0.86251567459106437 leaf_weight=61033 52 20 30 21 25 20 33 35 24 29 25 34 31 305 2133 21 20 61 22 1674 24 22 45 36 30 25 39 22 22 41 22 24 29 296598 106 51 21 20 leaf_count=61033 52 20 30 21 25 20 33 35 24 29 25 34 31 305 2133 21 20 61 22 1674 24 22 45 36 30 25 39 22 22 41 22 24 29 296598 106 51 21 20 internal_value=0 -1.82099 -2.66178 -0.491871 -1.68759 -0.157765 -0.000262538 -1.05612 -0.479128 1.35816 3.71904 -1.60915 -3.27595 0.00066709 0.208011 0.60168 5.17093 -0.150879 -1.9954 0.513143 1.46406 -0.999457 0.320765 -0.0634909 -0.0242084 -0.463718 -1.18868 -0.712866 -0.537719 -0.00187778 0.981749 -1.61313 -0.00210868 -0.00195526 0.0272303 -0.00797103 0.112218 -1.12234 internal_weight=0 192 172 142 121 96 362633 319 284 109 54 175 77 362314 4393 2089 41 2304 105 2048 329 83 1719 2199 2163 98 73 55 46 357921 84 76 357837 357788 61139 296649 62 49 internal_count=362825 192 172 142 121 96 362633 319 284 109 54 175 77 362314 4393 2089 41 2304 105 2048 329 83 1719 2199 2163 98 73 55 46 357921 84 76 357837 357788 61139 296649 62 49 cat_boundaries=0 1 7 13 20 cat_threshold=1730 2147488 134218816 201855313 67108864 82944 16512 2113536 134218752 67108944 0 0 16384 605061252 32772 1049152 100925729 8431617 2420141058 130 is_linear=0 shrinkage=0.01 Tree=391 num_leaves=29 num_cat=2 split_feature=0 25 5 5 1 1 7 6 7 1 0 5 7 10 9 0 26 6 6 0 15 24 12 15 11 8 26 1 split_gain=5.88377e+06 6.5869e+07 7.32494e+07 5.65456e+07 2.62631e+07 1.28589e+07 9.66436e+06 4.70609e+06 3.84677e+06 9.6969e+06 3.65297e+06 3.50609e+06 1.33271e+07 3.42951e+06 7.31342e+06 3.08893e+06 2.4941e+06 1.76128e+06 1.62605e+06 1.22208e+06 4.54872e+06 3.19192e+06 1.20147e+06 897038 1.13713e+06 577100 274513 255136 threshold=1884.2950000000003 0 2871.8940000000007 2871.8940000000007 228.79050000000004 2781.5828000000006 8.9509000000000025 66.449500000000015 2822.9627650000007 1461.4925000000003 2778.6210000000005 2871.8940000000007 576.56500000000017 3056.7500000000005 285.55675000000008 54.605550000000008 2022.5000000000002 814.10926000000006 55.128000000000007 114.18420000000002 1947.7010000000002 1 414.53978000000001 1947.7010000000002 608.42750000000012 52.020500000000006 2022.5000000000002 186.32800000000003 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=8 3 5 4 -2 7 -6 10 11 15 26 13 27 19 -15 18 -12 -9 -10 23 21 -21 -19 25 -25 -1 -3 -13 right_child=1 2 -4 -5 6 -7 -8 17 9 -11 16 12 -14 14 -16 -17 -18 22 -20 20 -22 -23 -24 24 -26 -27 -28 -29 leaf_value=-0.0056134465575936069 11.421682205200195 -0.58276124152270226 -19.557257356996892 18.098024998417607 2.0030055918838041 -8.7423877588907875 -5.8392176081339517 2.0548864918284946 0.34382707061767576 -7.3584716758728028 -6.0957175787289941 -0.2172680955774644 7.2872962016444056 -0.97712765022560411 6.6096580429871885 3.2225052795410161 -2.0750898375334565 -2.2888898563385012 -3.3002650014559429 -0.1549397967616008 3.6992914951869422 0.19931181636902179 0.72291372299194334 -0.29509475603970614 -2.9430246562543125 0.070129770550414347 -1.8493686473795348 -1.5332047348756057 leaf_weight=339888 20 44 27 27 33 27 30 36 25 25 36 34 31 27 24 20 27 27 24 3689 35 8145 26 55 23 10366 28 26 leaf_count=339888 20 44 27 27 33 27 30 36 25 25 36 34 31 27 24 20 27 27 24 3689 35 8145 26 55 23 10366 28 26 internal_value=0 -1.23199 -3.77089 5.06669 1.43803 -2.22299 -1.73139 -1.43717 0.000103813 -2.02258 -2.61405 0.000628543 1.96325 0.00013552 2.59312 -0.0892837 -4.37259 0.347996 -1.44103 -0.000229588 0.0995653 0.0889188 -0.811401 -0.00361057 -1.07589 -0.00337178 -1.07533 -0.787507 internal_weight=0 388 278 110 83 251 63 224 362437 94 135 362343 91 362252 51 69 63 89 49 362201 11869 11834 53 350332 78 350254 72 60 internal_count=362825 388 278 110 83 251 63 224 362437 94 135 362343 91 362252 51 69 63 89 49 362201 11869 11834 53 350332 78 350254 72 60 cat_boundaries=0 5 6 cat_threshold=1048576 0 256 1073741824 16384 2689 is_linear=0 shrinkage=0.01 Tree=392 num_leaves=36 num_cat=2 split_feature=2 16 7 0 0 0 1 24 0 26 26 0 5 7 7 26 7 5 11 3 3 25 1 1 7 3 6 11 0 2 1 3 11 26 26 split_gain=6.22502e+06 1.46201e+07 2.45733e+07 1.41272e+07 6.36373e+06 3.39527e+06 8.28866e+06 6.19018e+06 5.30682e+06 3.63178e+06 3.33456e+06 8.28559e+06 2.74655e+06 7.20316e+06 1.2104e+07 2.20718e+06 2.06297e+06 1.98545e+06 2.09724e+06 1.5252e+06 1.33389e+06 5.10949e+06 8.28654e+06 3.94034e+06 1.23515e+06 912056 1.23739e+06 863479 1.70676e+06 850106 845665 762176 231272 200506 102487 threshold=2682.0900000000006 85.19850000000001 2822.9627650000007 2778.6210000000005 1275.1415000000002 1884.2950000000003 2781.5828000000006 0 2778.6210000000005 2022.5000000000002 2022.5000000000002 2778.6210000000005 1908.1960000000001 485.08750000000003 998.30500000000018 2022.5000000000002 2822.9627650000007 470.72165250000006 76.71250000000002 815.10500000000013 297.12438000000003 1 1256.4300000000001 1892.2623000000001 90.005500000000012 1118.1025000000002 67.593000000000018 176.33882000000003 1275.1415000000002 251.15409550000004 2781.5828000000006 571.90530000000001 102.09919750000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 31 12 7 8 24 -10 11 29 16 25 -15 -16 20 18 -12 32 27 22 -22 -23 -7 26 34 30 -29 -9 -1 33 -18 -2 -14 right_child=1 -3 -4 -5 -6 6 -8 10 9 -11 17 -13 13 14 15 -17 19 -19 -20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36 leaf_value=-0.0032277393811098141 -3.1059163749694823 -7.266938717426398 9.1196748949133841 -8.6868744248610277 4.1965608887050463 0.51115397337711221 -5.6231520778111053 0.76353117903073631 6.1086307801871467 0.90762138061523445 0.028363662295871311 -7.2268119619738673 -0.32639528770600601 8.9091032861780235 -1.4154399383544922 2.4523473437627157 -1.2810415051778157 1.4178839810689292 -3.6988286737295302 -3.8025809437295663 1.0431901374575379 0.13147244070789643 7.6042082895551415 -2.1383037809225232 -2.5478025540438565 -2.3217819995880125 1.4364294427480453 0.17044196671575365 -1.8566434842064268 -1.9579071374373005 -1.5359733668963114 -0.39188218717221857 0.068826460838317879 -1.8838579999989478 -1.0806791647090468 leaf_weight=353913 25 39 23 26 23 33 35 24 29 25 36 31 31 27 25 36 30 36 26 23 231 3934 21 78 22 20 39 3763 42 22 36 27 22 29 43 leaf_count=353913 25 39 23 26 23 33 35 24 29 25 36 31 31 27 25 36 30 36 26 23 231 3934 21 78 22 20 39 3763 42 22 36 27 22 29 43 internal_value=0 -1.80134 -0.408143 -2.09383 -0.445574 -0.000248522 -1.03147 -0.465591 1.35006 3.70076 -1.58316 -3.23091 0.000659416 1.11512 3.33459 0.867189 -2.0785e-05 -0.450047 -1.53465 -1.65835 0.000322775 0.176147 1.52926 0.087127 -0.712429 -0.353401 -0.00501513 -0.00177284 0.148067 -0.538026 -0.00338363 -1.76371 -0.709944 -2.44963 -0.764695 internal_weight=0 192 153 130 104 362633 319 284 109 54 175 77 362314 221 88 61 362093 98 62 75 362018 4264 252 4012 55 133 113 357754 3805 46 353949 81 52 54 74 internal_count=362825 192 153 130 104 362633 319 284 109 54 175 77 362314 221 88 61 362093 98 62 75 362018 4264 252 4012 55 133 113 357754 3805 46 353949 81 52 54 74 cat_boundaries=0 1 7 cat_threshold=1730 2113536 134217728 67108944 0 0 16384 is_linear=0 shrinkage=0.01 Tree=393 num_leaves=29 num_cat=2 split_feature=0 25 5 5 1 1 7 6 7 1 0 5 7 10 4 0 26 6 6 0 15 24 12 15 4 7 26 1 split_gain=5.64617e+06 6.45686e+07 7.16714e+07 5.52664e+07 2.55865e+07 1.24405e+07 9.5355e+06 4.59985e+06 3.7396e+06 9.50373e+06 3.53929e+06 3.41319e+06 1.29633e+07 3.35999e+06 1.00992e+07 3.02882e+06 2.42492e+06 1.72542e+06 1.59779e+06 1.18921e+06 4.47041e+06 3.13226e+06 1.16671e+06 880404 1.26958e+06 915563 266941 250103 threshold=1884.2950000000003 0 2871.8940000000007 2871.8940000000007 228.79050000000004 2781.5828000000006 8.9509000000000025 66.449500000000015 2822.9627650000007 1461.4925000000003 2778.6210000000005 2871.8940000000007 576.56500000000017 3056.7500000000005 216.01200000000003 54.605550000000008 2022.5000000000002 814.10926000000006 55.128000000000007 114.18420000000002 1947.7010000000002 1 414.53978000000001 1947.7010000000002 2693.9010000000007 39.15344600000001 2022.5000000000002 186.32800000000003 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=8 3 5 4 -2 7 -6 10 11 15 26 13 27 19 -15 18 -12 -9 -10 23 21 -21 -19 24 -1 -25 -3 -13 right_child=1 2 -4 -5 6 -7 -8 17 9 -11 16 12 -14 14 -16 -17 -18 22 -20 20 -22 -23 -24 25 -26 -27 -28 -29 leaf_value=-0.0035438131961189395 11.297011138916016 -0.57990222963419824 -19.336171225088616 17.913267833568433 2.0238893612948332 -8.6020730004487209 -5.7658786924680081 2.0376290358437434 0.35048343963623046 -7.2766856140136724 -6.0102424759666127 -0.21130123811609605 7.187935784862888 -1.0076062553159653 8.1068845994472518 3.1991370925903322 -2.0457649273342557 -2.2552854057594582 -3.2618030933539077 -0.15390765158428829 3.6668183201381139 0.19701671257663514 0.71262510739840002 -0.36524492866342717 1.6762365448209975 -2.7412438052633537 -1.8289196601829358 -1.5141960664895866 leaf_weight=350209 20 44 27 27 33 27 30 36 25 25 36 34 31 31 20 20 27 27 24 3689 35 8145 26 55 45 23 28 26 leaf_count=350209 20 44 27 27 33 27 30 36 25 25 36 34 31 31 20 20 27 27 24 3689 35 8145 26 55 45 23 28 26 internal_value=0 -1.20686 -3.72108 5.02842 1.4428 -2.18962 -1.68552 -1.41669 0.000101101 -1.99421 -2.58022 0.00061847 1.93706 0.000132023 2.5667 -0.0802673 -4.31118 0.348204 -1.4188 -0.000229365 0.0982143 0.0876599 -0.799329 -0.00356457 -0.003328 -1.06586 -1.06563 -0.775889 internal_weight=0 388 278 110 83 251 63 224 362437 94 135 362343 91 362252 51 69 63 89 49 362201 11869 11834 53 350332 350254 78 72 60 internal_count=362825 388 278 110 83 251 63 224 362437 94 135 362343 91 362252 51 69 63 89 49 362201 11869 11834 53 350332 350254 78 72 60 cat_boundaries=0 5 6 cat_threshold=1048576 0 256 1073741824 16384 2689 is_linear=0 shrinkage=0.01 Tree=394 num_leaves=43 num_cat=8 split_feature=2 16 7 0 0 0 1 24 0 26 11 0 26 1 25 22 4 24 15 11 11 24 8 12 4 8 25 7 12 7 12 19 0 18 18 25 26 25 25 9 0 9 split_gain=6.09292e+06 1.42742e+07 2.3915e+07 1.37484e+07 6.2562e+06 3.23823e+06 7.97201e+06 6.05017e+06 5.26156e+06 3.5617e+06 3.26882e+06 4.59048e+06 4.83355e+06 1.73089e+06 7.79167e+06 7.0383e+06 7.20807e+06 5.97836e+06 1.85146e+06 5.93866e+06 3.17329e+06 2.00404e+06 1.18911e+06 996214 980335 912857 2.40584e+06 2.88248e+06 1.47176e+06 1.39354e+06 1.34181e+06 959231 841164 6.31246e+06 1.66051e+07 3.9332e+06 685568 2.16246e+06 1.20922e+06 575116 1.21544e+06 382974 threshold=2682.0900000000006 85.19850000000001 2822.9627650000007 2778.6210000000005 1275.1415000000002 1884.2950000000003 2781.5828000000006 0 2778.6210000000005 2022.5000000000002 871.08830000000023 2778.6210000000005 2022.5000000000002 523.64669700000002 1 8.6752500000000019 1888.1190000000004 2 1020.6662500000001 1230.4050000000002 2105.5980000000004 3 116.64300000000001 828.5512500000001 63.606000000000002 118.73000000000002 4 462.97950000000009 15.004890000000001 1538.3385000000001 608.55210000000022 729.71800000000019 688.40820000000008 8.6850000000000005 198.29075000000003 5 2022.5000000000002 6 7 9.3870000000000022 17.427500000000006 33.665000000000013 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 1 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 9 9 2 2 2 left_child=5 2 3 4 39 13 7 8 22 -10 11 24 -13 25 15 16 17 -15 20 23 21 -16 -7 -20 -9 32 27 30 -29 31 -27 -28 36 35 -35 -34 37 -1 -38 40 -2 -31 right_child=1 -3 -4 -5 -6 6 -8 10 9 -11 -12 12 -14 14 18 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 29 28 -30 41 -32 -33 33 34 -36 -37 38 -39 -40 -41 -42 -43 leaf_value=0.091418913338575991 -2.4037702715074691 -7.1826669247028159 8.9938506217624834 -8.5725144019493698 4.1603065142424205 0.44361076607423672 -5.5104435566493439 0.13757597672939301 6.0668871800652866 0.9163010860443116 1.4849000045231409 -7.1162320586173768 -1.4364868795460668 -1.1054370987333102 0.34955104069749854 5.7345609791576866 6.1002111721955821 1.2049671140205662 -2.1427143239974975 5.9179060527256562 -3.9392863845825197 -0.3774653791220729 -2.58291130065918 0.97577019882202154 -2.0095676035494416 0.33815403194788474 0.031190073584839686 3.6823550829073275 0.96879567421399626 -0.10129857809647269 2.6374546315119818 0.99543866120633628 1.3828013614641654 10.663984352111816 -2.0677701168968565 -0.28954837814885742 -0.1798318563228353 -0.0052251179153299859 -0.013972985968977739 -3.2209795489311217 0.485751101175944 -1.5997544421210432 leaf_weight=27352 37 39 23 26 23 34 35 50 29 25 28 31 29 135 585 32 26 522 21 21 22 1039 21 20 37 1065 5913 41 39 23 26 105 175 20 21 578 4503 150492 169472 20 24 66 leaf_count=27352 37 39 23 26 23 34 35 50 29 25 28 31 29 135 585 32 26 522 21 21 22 1039 21 20 37 1065 5913 41 39 23 26 105 175 20 21 578 4503 150492 169472 20 24 66 internal_value=0 -1.78211 -0.405496 -2.06846 -0.442442 -0.000234765 -1.00732 -0.452361 1.34192 3.68236 -1.55762 -2.24311 -4.37102 0.000651927 0.267032 1.13499 0.936105 0.731741 -0.102356 1.59346 -0.166855 -0.11575 -0.71197 -0.621502 -0.775577 -0.0011415 0.109714 0.522834 2.35949 0.0295953 0.392949 0.048014 -0.00342959 0.321688 4.14284 0.113631 -0.00416333 0.00964336 -0.0182771 -1.7494 -1.26691 -1.21251 internal_weight=0 192 153 130 104 362633 319 284 109 54 175 147 60 362314 2423 715 683 657 1708 62 1646 1624 55 41 87 359891 7278 1171 80 6107 1091 6018 352613 794 41 753 351819 177844 173975 81 61 89 internal_count=362825 192 153 130 104 362633 319 284 109 54 175 147 60 362314 2423 715 683 657 1708 62 1646 1624 55 41 87 359891 7278 1171 80 6107 1091 6018 352613 794 41 753 351819 177844 173975 81 61 89 cat_boundaries=0 1 8 9 10 15 18 25 32 cat_threshold=1730 1064960 134218752 4432 0 16384 0 132 2178 29 604307584 1207993920 67108880 2218852352 64 134251008 4 64 1074823168 68 2416972545 1142244384 8423953 2147510288 2 1074790400 4 2147483648 1073823760 8552960 16400 2 is_linear=0 shrinkage=0.01 Tree=395 num_leaves=25 num_cat=3 split_feature=15 6 15 1 11 11 14 4 2 3 24 1 6 3 24 1 0 4 7 17 0 24 10 5 split_gain=6.27871e+06 1.49723e+07 2.45699e+06 1.04415e+07 2.60952e+06 1.86099e+06 2.0038e+06 2.87758e+06 2.87058e+06 1.56966e+06 9.08671e+06 4.62689e+07 1.63368e+07 3.36341e+06 2.38108e+06 1.84739e+06 3.02511e+06 2.12984e+06 1.64653e+06 1.52686e+06 1.46574e+06 6.25217e+06 990761 299346 threshold=2869.3449000000005 1529.30718 1947.7010000000002 1256.4300000000001 187.23300000000003 2105.5980000000004 1352.1000000000001 1522.8167500000002 1271.7445000000002 571.90530000000001 0 2781.5828000000006 2976.3936000000008 608.61636750000014 1 1461.4925000000003 887.79240000000016 152.02052500000002 62.433000000000007 148.07000000000002 635.46050000000014 2 1564.7167200000001 179.89500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 1 2 2 left_child=2 19 5 4 -4 9 7 8 23 15 11 13 14 -11 -12 20 18 -18 -17 -2 22 -22 -1 -7 right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 12 -13 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25 leaf_value=-0.0012656748310666819 -1.4590725323005957 -8.703726606539318 1.5434629549298968 8.0165613403320304 -2.5523254203796388 -0.83277464696339198 -3.525399353844779 2.715223604549061 -4.6680160102844246 3.1605484845903185 -0.6852646992170266 15.855833297002883 -7.6086079893441037 0.55294885390948867 0.23005961093321151 -0.75857879976008802 -4.2223627911115953 -0.25412374950590588 1.1206490638179165 1.8454842823949356 -0.59046164067609919 0.78616401601319996 0.83127005319912117 0.50207366148630772 leaf_weight=358941 27 28 35 20 28 56 28 22 20 54 384 21 29 589 1010 188 38 21 62 29 494 954 143 24 leaf_count=358941 27 28 35 20 28 56 28 22 20 54 384 21 29 589 1010 188 38 21 62 29 494 954 143 24 internal_value=0 -2.7331 0.00119845 1.72153 -0.276887 0.00080518 -1.11281 -0.559107 -1.27946 0.00126544 0.274723 1.23046 -0.178634 0.771939 -0.0253468 -0.000316152 -0.773201 -2.80994 -0.29253 0.252216 0.000346262 0.317866 -0.00093413 -0.43232 internal_weight=0 84 363161 83 63 363078 150 122 100 362928 2087 664 1423 643 1394 360841 309 59 250 56 360532 1448 359084 80 internal_count=363245 84 363161 83 63 363078 150 122 100 362928 2087 664 1423 643 1394 360841 309 59 250 56 360532 1448 359084 80 cat_boundaries=0 1 2 3 cat_threshold=304 137 961 is_linear=0 shrinkage=0.01 Tree=396 num_leaves=26 num_cat=5 split_feature=15 19 6 25 1 1 3 9 0 3 0 8 10 1 24 24 3 25 14 3 10 1 25 0 9 split_gain=6.15376e+06 1.51229e+07 3.45707e+07 3.30762e+06 1.79844e+08 2.12565e+07 1.00411e+08 4.08081e+06 4.06933e+06 3.50719e+06 6.27197e+06 2.29356e+06 3.37098e+06 2.00485e+06 4.77932e+06 2.12817e+06 1.95007e+06 3.63204e+06 5.45664e+06 1.81382e+06 1.69717e+06 916040 3.75148e+06 3.63842e+06 316293 threshold=2869.3449000000005 26.146102500000008 487.67864000000003 0 2781.5828000000006 2781.5828000000006 2725.8677800000005 1600.0905700000001 22.611000000000004 1890.7105500000002 1884.2950000000003 2971.7767500000004 1564.7167200000001 92.941000000000017 1 2 571.90530000000001 3 1929.7000000000003 1493.1141200000004 10.722500000000002 10.824500000000002 4 2778.6210000000005 3.4050000000000007 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 1 2 9 2 2 2 2 9 2 2 left_child=3 2 -2 4 9 11 7 8 -7 10 13 16 24 15 -15 -1 21 19 -19 -18 -10 23 -23 -5 -13 right_child=1 -3 -4 5 -6 6 -8 -9 20 -11 -12 12 -14 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 leaf_value=0.97417507504964895 0.49419764964811264 2.5690268343145197 -16.369123074293135 -0.0061331018906305747 28.823422428477894 1.6228533178567888 -24.047867405301048 3.1879880310058595 -3.693538698663517 -3.6877607425053913 5.4695735324512826 0.13820905876159667 -5.1218862086250674 2.2733366215758855 -0.26331954600447316 -0.076509878464573661 -0.18267036415036045 0.46114270236447596 4.8406721733356344 -1.8183176535718582 -0.2367393836975098 0.92603249966973811 0.034956977393989681 -2.7312906195192919 -1.2877345507485527 leaf_weight=201 31 33 20 322734 22 32 21 25 49 24 22 35 21 125 167 2223 335 1498 29 85 20 469 34947 49 28 leaf_count=201 31 33 20 322734 22 32 21 25 49 24 22 35 21 125 167 2223 335 1498 29 85 20 469 34947 49 28 internal_value=0 -2.70577 -6.11887 0.00118639 0.343929 -0.00147088 -3.80335 -0.429263 -1.32462 0.118328 0.15169 8.05255e-05 -1.65213 0.108615 0.891414 0.014317 0.000465885 0.316086 0.540775 -0.501748 -2.69157 -0.00124968 0.0470285 -0.00654679 -0.495544 internal_weight=0 84 51 363161 2784 360377 147 126 101 2762 2738 360230 84 2716 292 2424 360146 1947 1527 420 69 358199 35416 322783 63 internal_count=363245 84 51 363161 2784 360377 147 126 101 2762 2738 360230 84 2716 292 2424 360146 1947 1527 420 69 358199 35416 322783 63 cat_boundaries=0 5 6 7 13 18 cat_threshold=1048576 0 0 0 2176 1222 1 2156134400 1208255492 68157504 73662464 4199424 16384 8388608 0 0 67371008 33280 is_linear=0 shrinkage=0.01 Tree=397 num_leaves=31 num_cat=2 split_feature=13 19 4 25 0 3 0 5 0 0 8 5 3 25 26 4 8 5 5 8 4 4 0 9 0 9 0 3 12 8 split_gain=5.90196e+06 2.25975e+07 3.95191e+07 3.37899e+06 1.68633e+08 1.95029e+07 6.00381e+07 7.55909e+06 2.98783e+06 1.12673e+07 2.89334e+06 5.65129e+06 1.6839e+06 2.98288e+06 7.66098e+06 6.32176e+06 2.06057e+06 2.91977e+06 1.36133e+06 1.17694e+06 1.00296e+06 882276 730165 1.55519e+06 804360 708804 480458 1.11626e+06 412613 297265 threshold=3214.9168000000004 302.73810000000009 1292.0010000000002 0 2778.6210000000005 2725.8677800000005 2778.6210000000005 1561.8224400000001 992.19979999999998 1275.1415000000002 912.87025000000017 26.307400000000005 571.90530000000001 1 2022.5000000000002 9.8858895000000011 2971.7767500000004 2871.8940000000007 7.9537500000000003 111.72000000000001 1522.8167500000002 2693.9010000000007 1884.2950000000003 258.57750000000004 3.1710000000000007 32.661000000000008 591.40200000000016 20.826328500000006 299.10200000000003 42.755925000000005 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 19 4 8 12 7 10 20 -10 11 -7 21 14 15 -14 17 -15 -11 -2 26 22 24 -24 -5 -16 28 -28 -1 -23 right_child=1 -3 -4 5 -6 6 -8 -9 9 18 -12 -13 13 16 25 -17 -18 -19 -20 -21 -22 29 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.064503659455297652 -1.569023120701313 5.8313182974056055 -16.539917553988371 -0.006989948517813982 28.579361910138811 1.6614740943908692 -19.373680659702845 -6.1963590095156711 7.562740368652344 -2.2865045892733797 3.8332394886016847 -4.6211442852020266 8.2312289597437935 0.1793778423548559 0.34897964280227134 1.3226542020727086 -2.9194908541724796 3.3784947151973332 1.1837257652282716 1.8616328411102296 2.1158897495269775 -1.7521502655117136 -0.21186439807953375 -2.6332926681637763 0.037556159179043591 -2.0017458916747053 2.867526580810547 -0.14405287146568299 -0.70839804474736612 -0.26964459737141927 leaf_weight=2542 20 23 22 311497 21 41 21 21 25 26 20 22 26 1757 29 27 21 29 20 20 24 38 155 32 46599 23 20 32 71 21 leaf_count=2542 20 23 22 311497 21 41 21 21 25 26 20 22 26 1757 29 27 21 29 20 20 24 38 155 32 46599 23 20 32 71 21 internal_value=0 -2.63418 -5.77461 0.00117255 0.34778 -0.00151178 -3.95081 -0.836572 0.134235 2.15907 0.519519 -0.532456 -0.000141509 0.295836 1.85916 4.71177 0.193635 0.231323 -0.777709 0.146305 0.0807714 -0.00172075 -0.00151939 -0.626226 -0.00119317 -0.690764 0.0624439 1.01425 0.0435025 -1.22448 internal_weight=0 85 62 363160 2781 360379 125 104 2760 71 83 63 360254 1912 105 53 1807 1786 46 40 2689 358342 358283 187 358096 52 2665 52 2613 59 internal_count=363245 85 62 363160 2781 360379 125 104 2760 71 83 63 360254 1912 105 53 1807 1786 46 40 2689 358342 358283 187 358096 52 2665 52 2613 59 cat_boundaries=0 5 8 cat_threshold=1048576 0 0 0 2176 16384 64 524368 is_linear=0 shrinkage=0.01 Tree=398 num_leaves=29 num_cat=6 split_feature=15 19 10 25 1 2 3 8 12 3 0 1 24 24 1 3 24 25 14 1 5 14 1 26 1 25 0 0 split_gain=5.98059e+06 1.46774e+07 3.25626e+07 3.1797e+06 1.74753e+08 2.56921e+07 1.04496e+08 3.7267e+06 3.65129e+06 3.50582e+06 5.92308e+06 1.95216e+06 4.67818e+06 2.08851e+06 1.63747e+06 1.59559e+06 4.15238e+06 4.48088e+06 6.32835e+06 3.62571e+06 3.09316e+06 1.71182e+06 921101 1.8652e+06 924471 3.61795e+06 1.64142e+06 244534 threshold=2869.3449000000005 26.146102500000008 941.87500000000011 0 2781.5828000000006 2682.0900000000006 2725.8677800000005 1581.7937000000002 171.22386100000003 1890.7105500000002 1884.2950000000003 92.941000000000017 1 2 1461.4925000000003 571.90530000000001 3 4 1619.4627500000004 1892.2623000000001 1561.8224400000001 46.423900000000003 2781.5828000000006 2022.5000000000002 10.824500000000002 5 2778.6210000000005 75.313750000000013 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 1 1 2 2 1 9 2 2 2 2 2 2 2 9 2 2 left_child=3 2 -2 4 9 15 7 8 14 10 11 13 -13 -1 -7 22 20 18 -18 -19 21 -17 24 -24 26 -26 -5 -25 right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 -12 12 -14 -15 -16 16 17 19 -20 -21 -22 -23 23 27 25 -27 -28 -29 leaf_value=0.9641476999442159 0.38824587468178046 2.5290939261696557 -15.97798124408722 -0.0060779470101799127 28.41072427229448 0.15246575485257541 -24.262433547973632 3.0349828355962583 -5.3384670257568363 -3.6905203119913739 5.3160387203910133 2.2460382878338847 -0.2633639055995618 -0.076698446848496055 -2.9861742717569526 0.043493127776491038 0.91353174388749259 0.15848217069093667 5.8473336636578601 -2.9616323770009552 -3.4925723334721157 -1.5524996360317693 -3.0874789231399014 1.0252787675857544 0.91623065487778976 0.035694459784703016 -1.8554394960403442 -0.53848028182983398 leaf_weight=201 31 33 20 322732 22 68 22 22 20 24 22 125 167 2223 22 257 700 827 27 39 35 91 29 20 463 34935 48 20 leaf_count=201 31 33 20 322732 22 68 22 22 20 24 22 125 167 2223 22 257 700 827 27 39 35 91 29 20 463 34935 48 20 internal_value=0 -2.66743 -6.02988 0.00116743 0.337217 -0.00143795 -4.08507 -0.722181 -1.47361 0.114825 0.148181 0.106321 0.878766 0.0132704 -0.614757 0.000307814 0.28369 0.507119 1.08189 0.0177638 -0.642086 -0.37385 -0.00125525 -1.15654 -0.0010327 0.0474806 -0.00635296 0.243399 internal_weight=0 84 51 363161 2784 360377 154 132 110 2762 2738 2716 292 2424 90 360223 1976 1593 727 866 383 348 358247 69 358178 35398 322780 40 internal_count=363245 84 51 363161 2784 360377 154 132 110 2762 2738 2716 292 2424 90 360223 1976 1593 727 866 383 348 358247 69 358178 35398 322780 40 cat_boundaries=0 5 6 7 8 15 20 cat_threshold=1048576 0 0 0 2176 1222 1 137 136348672 65600 528465 0 0 0 128 8388608 0 67108864 262144 33280 is_linear=0 shrinkage=0.01 Tree=399 num_leaves=25 num_cat=1 split_feature=15 19 5 15 1 11 11 12 1 1 24 5 1 3 3 5 7 3 5 7 3 8 8 4 split_gain=5.86158e+06 1.43853e+07 3.20552e+07 2.38093e+06 1.02018e+07 2.55339e+06 1.83345e+06 5.37282e+06 1.19617e+07 1.4869e+06 2.62694e+06 2.4802e+07 9.63637e+06 1.06833e+07 4.43886e+06 2.03076e+06 1.98538e+06 1.73277e+06 930531 645108 1.3615e+06 623227 272068 113289 threshold=2869.3449000000005 26.146102500000008 1146.4585000000004 1947.7010000000002 1256.4300000000001 187.23300000000003 2105.5980000000004 2107.0655000000002 962.58510000000012 26.307400000000005 0 2871.8940000000007 2781.5828000000006 1890.7105500000002 571.90530000000001 1908.1960000000001 1941.9625000000003 188.66375000000002 492.24500000000006 96.700500000000019 330.57375000000008 1973.6620000000003 164.23575000000005 11.890000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 6 5 -5 9 8 18 15 11 14 16 -14 -11 19 -12 23 22 21 -21 -1 -8 -17 right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 12 -13 13 -15 -16 17 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.0060202875939000004 0.39834266877943469 2.5038030699527627 -15.839869293212892 1.5199725875854493 7.9170012054443362 -2.5315266854422434 -0.33834051375693464 3.0285568853525011 -7.3507611748480031 0.13229361873365711 0.0090799900308450518 10.810637255581941 -1.1099115893770668 -8.6465056566091683 1.1317759661628553 -0.5466706031047065 1.6731725403500928 -4.0697585291862488 1.5180498079458873 0.064046691361843225 0.73499836424800835 1.1580368518829347 -1.6857600212097168 -1.419465774536133 leaf_weight=330488 31 33 20 35 20 28 47 26 31 9160 16930 22 68 26 467 58 72 20 24 5230 321 46 22 20 leaf_count=330488 31 33 20 35 20 28 47 26 31 9160 16930 22 68 26 467 58 72 20 24 5230 321 46 22 20 internal_value=0 -2.64075 -5.96958 0.0011568 1.69465 -0.280694 0.000769669 -1.10458 -1.9712 0.00122652 0.0729891 0.204802 -0.00152522 -3.1945 0.180778 -0.00448255 0.0161271 -1.44379 -0.178016 -0.00406285 0.102846 -0.00585829 -0.767953 -0.770464 internal_weight=0 84 51 363161 83 63 363078 150 124 362928 26745 9649 17096 94 9627 336183 17002 98 93 336085 5551 330534 69 78 internal_count=363245 84 51 363161 83 63 363078 150 124 362928 26745 9649 17096 94 9627 336183 17002 98 93 336085 5551 330534 69 78 cat_boundaries=0 1 cat_threshold=308 is_linear=0 shrinkage=0.01 Tree=400 num_leaves=26 num_cat=1 split_feature=4 2 10 10 12 5 7 4 20 5 10 3 22 10 3 7 24 0 0 0 26 2 5 0 18 split_gain=8.2042e+06 4.41607e+07 9.25825e+07 2.95793e+06 4.72669e+06 4.18351e+06 2.5222e+06 1.07956e+07 2.26964e+06 9.54915e+06 1.33661e+06 1.15138e+06 2.04832e+06 2.0752e+06 3.3253e+07 2.29411e+06 877851 2.18425e+07 5.97369e+06 3.35027e+06 3.088e+06 1.48747e+06 742629 669303 209954 threshold=2693.9010000000007 2682.0900000000006 102.72500000000001 233.21750000000003 1324.2200000000003 470.72165250000006 2822.9627650000007 974.87180000000001 1925.7125000000003 172.37350000000004 767.74042000000009 14.222000000000001 762.32868000000008 246.87250000000003 16.571695000000002 610.83000000000004 0 2778.6210000000005 2778.6210000000005 241.93077950000003 2022.5000000000002 2682.0900000000006 57.830000000000005 16.598250000000004 229.33000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=6 3 -3 5 -5 23 8 10 11 24 22 16 13 15 -15 -13 17 19 21 -1 -20 -18 -8 -2 -10 right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 18 -19 20 -21 -22 -23 -24 -25 -26 leaf_value=0.013746416781860338 -0.27265645131468774 25.988110607692175 -3.3665897915580061 -5.1263821398417155 1.0593793269566127 3.5413238454687184 -1.3513430155240573 -6.2728323646747706 -0.0081318108682279233 7.6329401130676278 2.8697796859741209 0.029346985447838571 -2.5110788722961179 12.333990673396897 0.23503896640709795 0.7449315249120797 -0.014335133194395999 10.471735839843751 -6.3362743082913484 0.64105240234420746 -1.0958099837925124 1.8677353251548041 1.1450245943936435 -2.5702054886590866 -1.3413178743634904 leaf_weight=84887 32 21 22 30 21 29 26 33 27 20 20 29181 31 23 1841 455 245884 20 22 860 23 42 22 21 21 leaf_count=84887 32 21 22 30 21 29 26 33 27 20 20 29181 31 23 1841 455 245884 20 22 860 23 42 22 21 21 internal_value=0 2.15989 10.9694 -0.688311 -2.5793 0.487794 0.000317187 -1.57973 0.000756405 1.82752 0.697812 0.000414455 0.0581606 0.0606891 0.384329 0.0403333 -0.0050742 0.0224726 -0.0146797 0.020038 -3.65781 -0.0140137 -0.207175 -1.18301 -0.591401 internal_weight=0 176 43 133 51 82 363438 101 363337 68 68 363269 31531 31500 1864 29636 331738 85767 245971 85747 45 245926 48 53 48 internal_count=363614 176 43 133 51 82 363438 101 363337 68 68 363269 31531 31500 1864 29636 331738 85767 245971 85747 45 245926 48 53 48 cat_boundaries=0 1 cat_threshold=7 is_linear=0 shrinkage=0.01 Tree=401 num_leaves=28 num_cat=1 split_feature=4 17 3 1 1 18 1 11 10 12 3 1 25 1 1 3 1 4 3 10 4 3 14 14 9 6 1 split_gain=8.04094e+06 4.20192e+07 9.4672e+07 5.09445e+06 6.54951e+06 2.14787e+06 9.15432e+06 3.47619e+06 5.48996e+06 1.56915e+06 3.70795e+06 1.39216e+06 1.24805e+06 1.70705e+07 5.89873e+06 2.05179e+07 1.95026e+06 1.91839e+06 1.71698e+06 1.60676e+06 5.55578e+06 1.15546e+06 1.08886e+06 3.05607e+06 1.23855e+06 463493 172839 threshold=2693.9010000000007 164.97000000000003 2725.8677800000005 1892.2623000000001 172.78275000000005 576.00000000000011 1892.2623000000001 3182.0603000000006 1159.6875000000002 1621.2640000000004 1493.1141200000004 140.77500000000003 0 1892.2623000000001 2781.5828000000006 1118.1025000000002 1098.6214000000002 14.450258500000002 1890.7105500000002 3056.7500000000005 152.02052500000002 205.56000000000003 943.12925000000007 1619.4627500000004 923.19600000000014 101.48900000000002 1461.4925000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 25 7 9 12 -9 10 22 -11 13 16 19 17 18 -16 -1 21 -21 -14 24 -24 -7 -2 -18 right_child=1 -3 -4 -5 -6 6 -8 8 -10 11 -12 -13 14 -15 15 -17 26 -19 -20 20 -22 -23 23 -25 -26 -27 -28 leaf_value=0.15523176184205112 -0.11657118186354637 -7.4973430135515002 18.592962071630691 -3.9597746976216635 5.4224663225809726 -0.041871770385835998 6.2795681451868131 -0.16016518693221243 -6.5311904180617555 0.27991567754745483 4.3964869673355764 -3.4512494745254516 -0.0041492104177304938 6.9376264489663617 1.2909130302740603 -10.491785392860573 -2.4336324522230361 -1.9903193351200648 -2.4232979011535645 -1.2548476623535156 5.8163623237609867 0.13560355485365716 3.4025087886107594 -0.66336726599269447 1.7578477346471377 -2.0285134109996612 -1.2071163930892945 leaf_weight=3811 32 36 36 27 24 427 27 38 21 20 23 20 352662 37 49 24 27 28 26 25 20 6017 38 36 42 21 20 leaf_count=3811 32 36 36 27 24 427 27 38 21 20 23 20 352662 37 49 24 27 28 26 25 20 6017 38 36 42 21 20 internal_value=0 2.13829 4.61602 -0.222152 1.08844 0.000314015 0.582315 -0.000701424 -2.42782 0.328477 0.463752 -1.58567 -0.000306658 0.176908 -0.00224801 -2.41858 0.112959 0.0977376 0.137759 -0.00156774 1.88791 -0.0018048 0.297172 1.42452 0.119297 -0.874133 -1.91171 internal_weight=0 176 140 104 77 363438 633 362805 59 606 566 40 362746 3921 358825 101 3884 77 3837 358724 45 358679 543 74 469 53 47 internal_count=363614 176 140 104 77 363438 633 362805 59 606 566 40 362746 3921 358825 101 3884 77 3837 358724 45 358679 543 74 469 53 47 cat_boundaries=0 6 cat_threshold=1048576 0 0 4194304 2176 4220928 is_linear=0 shrinkage=0.01 Tree=402 num_leaves=26 num_cat=1 split_feature=4 2 10 10 12 5 7 4 20 5 6 25 0 0 5 3 0 2 6 7 3 12 0 5 19 split_gain=7.88093e+06 4.27589e+07 8.98377e+07 2.91394e+06 4.66845e+06 4.08743e+06 2.45415e+06 1.05425e+07 2.21318e+06 9.31575e+06 1.80903e+06 1.34514e+06 3.50164e+07 1.194e+07 1.14474e+07 8.47794e+06 2.34185e+06 6.31751e+06 1.68838e+06 3.46685e+06 1.01244e+06 1.00031e+06 672969 232081 181801 threshold=2693.9010000000007 2682.0900000000006 102.72500000000001 233.21750000000003 1324.2200000000003 470.72165250000006 2822.9627650000007 974.87180000000001 1925.7125000000003 172.37350000000004 652.29725000000008 0 1884.2950000000003 2778.6210000000005 305.32623000000007 104.41300000000003 346.24075000000011 873.09500000000014 1937.6795000000002 610.83000000000004 14.222000000000001 344.25750000000011 16.598250000000004 32.261600000000008 518.5485000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 5 -5 22 8 10 11 24 23 12 16 18 15 -15 21 -18 20 -20 -13 -1 -2 -8 -10 right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12 13 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=0.066416075299803867 -0.25705882206559183 25.57987018494379 -3.3364151863618332 -5.0939383926391599 1.0535987181890578 3.4998675608583567 -0.94810983249119352 -6.1960276014154614 -0.064402615342821393 7.5386776313781745 3.2192252216339114 -0.0061562094626721811 10.444637830907649 -3.3654155925062841 1.4486540816281295 -10.732194651649111 0.48700163607368402 6.1129436293892239 1.9480745093109177 -0.88319566054130672 0.053755360359767967 -1.1326293299231731 -2.5608902340843565 0.46230425262451169 -1.3127175606489181 leaf_weight=3471 32 21 22 30 21 29 28 33 28 20 20 328355 33 61 37 21 151 23 122 67 30857 71 21 20 20 leaf_count=3471 32 21 22 30 21 29 28 33 28 20 20 328355 33 61 37 21 151 23 122 67 30857 71 21 20 20 internal_value=0 2.1169 10.7855 -0.685722 -2.5626 0.481605 0.000310875 -1.55827 0.000744128 1.80465 0.692405 0.000406457 0.188593 -0.00156112 -3.16862 -5.25203 0.0980217 1.23066 -0.000512525 0.944397 -0.00100969 0.042381 -1.1699 -0.360437 -0.584534 internal_weight=0 176 43 133 51 82 363438 101 363337 68 68 363269 3749 359520 119 82 3716 174 359401 189 359212 3542 53 48 48 internal_count=363614 176 43 133 51 82 363438 101 363337 68 68 363269 3749 359520 119 82 3716 174 359401 189 359212 3542 53 48 48 cat_boundaries=0 6 cat_threshold=1048576 0 0 4194304 2176 4204544 is_linear=0 shrinkage=0.01 Tree=403 num_leaves=36 num_cat=2 split_feature=4 2 10 1 1 7 4 1 24 5 4 0 24 3 26 3 1 3 6 6 4 0 4 0 5 1 10 3 4 7 5 0 2 5 3 split_gain=7.7241e+06 4.1908e+07 8.80499e+07 4.14609e+06 8.18222e+06 2.40531e+06 1.03327e+07 2.43403e+06 1.47161e+07 1.22886e+07 7.66395e+06 3.28489e+06 3.2647e+06 5.15204e+06 1.00552e+07 4.75963e+06 2.80585e+06 1.9706e+06 1.77303e+06 1.50858e+06 3.90558e+06 6.42743e+06 6.27265e+06 1.96463e+06 3.1035e+06 5.84397e+06 1.34049e+06 1.28876e+06 3.06318e+06 1.27767e+06 1.24159e+06 1.18657e+06 955521 227463 87154.9 threshold=2693.9010000000007 2682.0900000000006 102.72500000000001 1461.4925000000003 469.40400000000005 2822.9627650000007 974.87180000000001 1461.4925000000003 0 1561.8224400000001 378.84625000000011 134.27105550000002 1 748.6165000000002 2022.5000000000002 284.84010000000006 1892.2623000000001 815.10500000000013 652.29725000000008 1937.6795000000002 1292.0010000000002 474.29950500000001 559.40605000000016 2778.6210000000005 179.89500000000001 4.6635000000000009 153.05580000000003 2725.8677800000005 285.32900000000006 270.07350000000002 1561.8224400000001 220.66925950000004 2682.0900000000006 32.261600000000008 19.643625000000004 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 26 7 18 19 9 10 11 -9 13 15 -15 -10 31 -18 33 23 21 29 -23 27 25 -25 34 32 -29 -21 -5 -14 -1 -7 -2 right_child=1 2 -4 30 -6 6 -8 8 12 -11 -12 -13 16 14 -16 -17 17 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36 leaf_value=-0.00082457602272034496 -0.53695952483585907 25.324071290152414 -3.3030512801083654 -5.1068513126373292 6.1581951026916499 -0.93862871170043949 -6.1340672729954582 2.1447581664977533 0.35526705591302171 10.511863200975501 -1.6150598293542862 6.7865318628946945 -0.93681773079766173 6.8871757948398589 -0.92284356734331929 -4.3861881285447337 -1.3882164548048332 -4.2890930296811796 3.1870329999923706 0.84870045604476008 -2.7363091586186337 1.5806485195313729 8.7637932989597331 -0.47014552688598638 1.9536790609359742 -6.7590339539267807 -3.1289932424371893 2.7949215333005215 -1.7989837419419061 -1.3856948909244022 -1.6254254068647112 1.8079545198168074 1.1061040940345863 0.45768115615844729 0.30412658452987673 leaf_weight=362418 28 21 22 20 20 28 33 31 114 23 32 30 36 32 34 26 67 36 20 83 26 31 20 45 20 22 22 47 21 37 21 28 78 20 22 leaf_count=362418 28 21 22 20 20 28 33 31 114 23 32 30 36 32 34 26 67 36 20 83 26 31 20 45 20 22 22 47 21 37 21 28 78 20 22 internal_value=0 2.09574 10.6776 -0.678865 0.499804 0.000307766 -1.54269 0.000736687 0.70578 3.65218 2.3484 4.4276 -0.300387 0.534595 2.86383 -0.525289 -1.30238 -2.40212 0.685481 -0.00021348 0.874636 1.42367 4.39757 -0.000688718 -1.50324 -2.53515 -1.07197 -0.000328169 1.37622 0.159762 -3.32368 0.26402 -0.000586393 -0.356833 -0.166882 internal_weight=0 176 43 133 92 363438 101 363337 489 116 93 61 373 206 66 140 167 103 68 362848 197 171 51 362651 87 67 72 362564 68 120 41 64 362496 48 50 internal_count=363614 176 43 133 92 363438 101 363337 489 116 93 61 373 206 66 140 167 103 68 362848 197 171 51 362651 87 67 72 362564 68 120 41 64 362496 48 50 cat_boundaries=0 1 2 cat_threshold=2308 618 is_linear=0 shrinkage=0.01 Tree=404 num_leaves=32 num_cat=1 split_feature=4 2 10 1 1 7 4 1 25 0 7 12 2 2 7 6 6 4 0 4 0 5 1 10 3 4 7 5 2 5 3 split_gain=7.57039e+06 4.1074e+07 8.62977e+07 4.06359e+06 8.0194e+06 2.35745e+06 1.01271e+07 2.38559e+06 2.90056e+07 2.07156e+07 1.69165e+07 1.04677e+07 1.29934e+07 3.51428e+06 3.21494e+06 1.73775e+06 1.47856e+06 3.82786e+06 6.29953e+06 6.14782e+06 1.92553e+06 3.04174e+06 5.72768e+06 1.31381e+06 1.26311e+06 3.00222e+06 1.25224e+06 1.21689e+06 936507 222936 85420.5 threshold=2693.9010000000007 2682.0900000000006 102.72500000000001 1461.4925000000003 469.40400000000005 2822.9627650000007 974.87180000000001 1461.4925000000003 0 887.79240000000016 76.508500000000012 911.29109000000005 2682.0900000000006 1468.575 65.94250000000001 652.29725000000008 1937.6795000000002 1292.0010000000002 474.29950500000001 559.40605000000016 2778.6210000000005 179.89500000000001 4.6635000000000009 153.05580000000003 2725.8677800000005 285.32900000000006 270.07350000000002 1561.8224400000001 2682.0900000000006 32.261600000000008 19.643625000000004 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 23 7 15 16 9 10 -9 12 14 -13 -10 29 20 18 26 -20 24 22 -22 30 28 -26 -18 -5 -1 -7 -2 right_child=1 2 -4 27 -6 6 -8 8 11 -11 -12 13 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 leaf_value=-0.00081633038899121856 -0.53158992392676219 25.070831498645603 -3.2700204771215269 -5.0557829065322872 6.0966130905151363 -0.9292424556187221 -6.0727267363577173 -1.7790640731861718 0.011688595056533814 12.680714951833091 8.0076148986816413 1.2363863618033273 -7.5270206901232406 6.5118481793610945 -2.2591427772072543 3.1551625909805296 0.84021348665995776 -2.7089461297255299 1.5648421127565444 8.6761555504798888 -0.46544424735175244 1.9341422963738442 -6.6914436201615768 -3.097703328566118 2.7669723153621595 -1.7809938644227525 -1.3718379335145694 -1.6091711071559363 1.0950430903679285 0.45310441970825194 0.30108534845438872 leaf_weight=362418 28 21 22 20 20 28 33 38 220 30 33 28 30 23 87 20 83 26 31 20 45 20 22 22 47 21 37 21 78 20 22 leaf_count=362418 28 21 22 20 20 28 33 38 220 30 33 28 30 23 87 20 83 26 31 20 45 20 22 22 47 21 37 21 78 20 22 internal_value=0 2.07478 10.5709 -0.672076 0.494806 0.000304689 -1.52726 0.00072932 0.698722 5.19881 2.76967 -0.59144 -1.24565 3.61552 -0.631837 0.678626 -0.000211345 0.86589 1.40943 4.35359 -0.000681831 -1.48821 -2.5098 -1.06125 -0.000324888 1.36245 0.158164 -3.29045 -0.000580529 -0.353265 -0.165213 internal_weight=0 176 43 133 92 363438 101 363337 489 101 71 388 337 51 307 68 362848 197 171 51 362651 87 67 72 362564 68 120 41 362496 48 50 internal_count=363614 176 43 133 92 363438 101 363337 489 101 71 388 337 51 307 68 362848 197 171 51 362651 87 67 72 362564 68 120 41 362496 48 50 cat_boundaries=0 7 cat_threshold=1048576 0 256 0 0 0 132 is_linear=0 shrinkage=0.01 Tree=405 num_leaves=34 num_cat=4 split_feature=1 17 0 2 3 6 25 1 1 5 2 0 1 26 10 4 25 1 11 24 3 9 6 5 8 26 3 2 2 24 10 5 1 split_gain=5.2826e+06 3.02228e+07 6.66085e+07 9.69643e+06 9.73188e+06 3.68739e+06 1.54252e+07 2.24142e+07 3.92002e+07 6.30307e+06 6.02879e+06 5.97982e+06 4.23308e+06 1.81573e+06 1.79837e+06 1.54051e+06 5.60164e+06 4.87191e+06 8.42519e+06 4.59795e+06 2.90381e+06 1.49321e+06 1.32815e+06 1.39444e+06 916457 2.13604e+06 893047 2.18898e+06 879096 804016 595662 573650 429177 threshold=2781.5828000000006 233.46114000000003 2778.6210000000005 1827.1555000000001 648.27500000000009 1937.6795000000002 0 523.64669700000002 1461.4925000000003 1908.1960000000001 2682.0900000000006 1519.5755740000002 104.01000000000001 2022.5000000000002 856.19400000000007 480.67500000000001 1 1098.6214000000002 1230.4050000000002 2 1890.7105500000002 52.502000000000002 2976.3936000000008 553.36150000000009 1973.6620000000003 2022.5000000000002 2725.8677800000005 22.675479000000003 234.80250000000004 3 1159.6875000000002 278.16000000000003 144.83500000000001 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=5 2 3 4 13 10 7 12 -9 14 15 31 21 -2 22 24 20 19 -19 -18 30 -7 23 -8 26 -26 29 -28 -27 -1 -17 32 -12 right_child=1 -3 -4 -5 -6 6 9 8 -10 -11 11 -13 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31 -32 -33 -34 leaf_value=0.018914178539724675 -2.6866730775504277 -6.7775274422589478 14.878932036864452 -5.9849676634371285 6.7625566565472148 0.36594060398283462 0.007643799463907878 19.508161950792584 0.79981745933492976 -6.2883362770080566 -0.98061741856166296 -6.6455703704833979 3.4478524641332955 0.79446657519186703 -2.781476914364359 -0.32993188493436187 -0.15293057237365223 1.4025106844902038 8.4129975614547732 1.0046026596389079 -3.5435657712391446 -3.405136295500256 -1.1604824388728423 3.3674523294539678 3.1360005003406157 -0.63751698164506398 -0.75941341135236951 3.2312144647325791 1.8107136898040772 -0.012771825804610873 0.90467541252694472 0.094307121038436886 -2.7889088875906811 leaf_weight=120329 29 34 39 24 23 21 30 21 24 21 35 25 29 31 23 834 667 120 20 698 28 21 34 21 31 55 27 28 20 239369 41 28 21 leaf_count=120329 29 34 39 24 23 21 30 21 24 21 35 25 29 31 23 834 667 120 20 698 28 21 34 21 31 55 27 28 20 239369 41 28 21 internal_value=0 1.71365 3.69105 -0.38678 1.23197 0.000105461 1.2265 3.69073 9.53038 -1.18374 -0.000723695 -2.35218 0.509361 -0.888084 -0.300783 -1.61822e-05 0.252074 0.623291 2.40401 0.44522 -0.369432 -1.5196 0.370464 1.39109 -0.00170305 0.927989 -0.00197698 1.27218 0.0153445 -0.0021718 -0.272082 -1.07438 -1.65873 internal_weight=0 180 146 107 83 362621 245 116 45 129 362376 109 71 60 108 362267 2408 1505 140 1365 903 42 85 51 359859 106 359753 55 75 359698 875 84 56 internal_count=362801 180 146 107 83 362621 245 116 45 129 362376 109 71 60 108 362267 2408 1505 140 1365 903 42 85 51 359859 106 359753 55 75 359698 875 84 56 cat_boundaries=0 7 14 15 16 cat_threshold=32768 0 256 1073741824 0 0 128 2357460996 100 337 1081081888 4194304 0 128 683 23 is_linear=0 shrinkage=0.01 Tree=406 num_leaves=26 num_cat=1 split_feature=18 4 2 7 3 1 1 2 3 1 1 16 13 2 9 4 21 24 12 1 8 12 1 3 3 split_gain=5.60156e+06 1.03732e+07 5.25855e+07 2.70545e+07 7.48129e+06 7.14062e+06 7.44658e+06 5.09474e+06 1.78148e+07 9.99685e+06 3.05542e+06 1.11769e+07 6.16515e+06 4.56854e+06 2.64676e+06 1.55569e+06 2.46643e+06 2.69532e+06 1.27143e+06 1.04789e+06 807201 2.56204e+06 904432 623216 139527 threshold=3273.8635600000002 2693.9010000000007 2682.0900000000006 1941.9625000000003 42.309000000000005 1892.2623000000001 860.12500000000011 2682.0900000000006 1890.7105500000002 1892.2623000000001 1892.2623000000001 1188.6000000000001 262.20660000000004 1107.4580000000003 26.423720000000003 480.67500000000001 651.98750000000007 0 250.65000000000003 469.40400000000005 1973.6620000000003 26.308000000000003 1256.4300000000001 4.5990000000000011 149.268 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 7 5 -4 -2 6 18 10 9 14 15 12 13 -12 23 20 17 -17 24 -18 22 -22 -1 -9 -3 right_child=4 2 3 -5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 16 19 -19 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.0013166677436520443 -0.2822709935903549 -0.54689235278538295 3.7538379135131836 19.823906725103203 -8.0787759323120127 -5.3234072699370207 5.7620369756789431 -1.0945800785902069 -9.0429720338753299 6.2898282835483554 0.50371336537438471 8.2488604831695564 -3.1745500926482375 4.3972801931699115 -4.1491787430092142 0.73698516378132528 -0.63679574359547009 0.029585630466218392 -3.0585755375453405 -3.7994797786474228 1.986127226117631 -1.2041486172798352 -0.60420737856363194 1.0585839424133301 0.50014293789863584 leaf_weight=359490 32 35 20 22 20 27 21 41 28 20 185 20 39 36 27 868 22 1408 21 20 71 39 249 20 20 leaf_count=359490 32 35 20 22 20 27 21 41 28 20 185 20 39 36 27 868 22 1408 21 20 71 39 249 20 20 internal_value=0 0.00141675 2.50063 12.1715 -3.28093 -0.774981 0.491075 0.000272548 -1.93486 -0.0920126 0.000998661 1.04521 0.491083 1.13796 -1.54243 0.000191356 0.258424 0.302735 -0.965374 -2.14284 -0.00147207 0.855029 -0.00173397 -0.388625 -0.166152 internal_weight=0 362749 166 42 52 124 97 362583 136 108 362447 280 260 221 88 362167 2318 2276 76 42 359849 110 359739 61 55 internal_count=362801 362749 166 42 52 124 97 362583 136 108 362447 280 260 221 88 362167 2318 2276 76 42 359849 110 359739 61 55 cat_boundaries=0 1 cat_threshold=1361 is_linear=0 shrinkage=0.01 Tree=407 num_leaves=27 num_cat=1 split_feature=18 4 2 7 6 0 2 3 1 26 0 25 2 3 14 10 4 1 18 5 3 0 6 2 3 14 split_gain=5.49009e+06 1.01668e+07 5.1539e+07 2.65161e+07 7.59165e+06 7.30706e+06 4.99336e+06 1.74603e+07 9.79791e+06 4.24156e+06 3.25996e+06 1.79369e+07 4.32857e+07 1.65694e+07 4.95029e+06 4.08108e+06 8.13768e+06 3.73768e+06 3.52245e+06 2.70352e+06 1.67148e+06 3.04138e+06 938511 934007 1.66062e+06 954834 threshold=3273.8635600000002 2693.9010000000007 2682.0900000000006 1941.9625000000003 698.40204000000006 1117.6621800000003 2682.0900000000006 1890.7105500000002 1892.2623000000001 2022.5000000000002 992.19979999999998 0 10.601000000000001 234.85310000000001 1061.9390000000003 3056.7500000000005 12.461000000000002 1098.6214000000002 660.25328000000002 1312.9050000000002 571.90530000000001 121.42775000000002 293.37750000000005 1827.1555000000001 1118.1025000000002 1619.4627500000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 -4 -2 9 10 8 20 -3 15 12 -12 -14 18 23 -17 -16 -13 -7 21 -8 -11 25 -25 -1 right_child=4 2 3 -5 -6 19 7 -9 -10 22 11 14 13 -15 17 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 leaf_value=-0.00037515210163663451 -0.22742581665515901 4.0056965025266011 3.716299427032471 19.625667477954519 -8.0812237482070923 -6.6346189653305787 -0.90874918146336325 -8.9525423295157296 6.2269301181137564 0.4153292017969592 15.088035004714442 -0.24389114048110286 -6.1451423072814944 3.8999408013087056 0.15900474309921264 -0.5648282895769392 7.7869129085540774 5.0458960493873155 2.9524807029300271 -1.6719217176022738 0.93470244998023622 -5.5647065887451177 -2.3605216666630335 -0.2581827155339349 -3.0621813509199356 -0.83234445532162982 leaf_weight=361118 32 30 20 22 20 21 47 28 20 29 29 815 24 52 29 28 20 34 36 23 21 20 21 97 27 138 leaf_count=361118 32 30 20 22 20 21 47 28 20 29 29 815 24 52 29 28 20 34 36 23 21 20 21 97 27 138 internal_value=0 0.0014028 2.47563 12.0498 -3.24812 -0.767232 0.000270034 -1.91551 -0.0910925 1.03306 0.000988886 0.565806 4.2858 0.727809 0.0905732 -0.000603543 2.91506 2.79637 -0.108674 -4.04048 -1.52701 -2.29859 -0.750528 -0.000990814 -0.868731 -0.000692965 internal_weight=0 362749 166 42 52 124 362583 136 108 80 362447 1019 105 76 914 361428 48 63 851 44 88 67 50 361380 124 361256 internal_count=362801 362749 166 42 52 124 362583 136 108 80 362447 1019 105 76 914 361428 48 63 851 44 88 67 50 361380 124 361256 cat_boundaries=0 3 cat_threshold=1049088 0 16 is_linear=0 shrinkage=0.01 Tree=408 num_leaves=22 num_cat=1 split_feature=18 1 0 9 3 3 3 5 5 17 8 10 0 12 5 25 26 0 5 8 0 split_gain=5.38084e+06 9.67802e+06 3.4741e+07 3.68131e+07 7.24408e+06 6.6433e+06 1.07325e+07 1.98506e+06 6.82959e+06 4.25078e+07 6.26775e+06 1.84081e+06 1.82884e+06 1.21348e+06 1.22441e+06 3.16053e+06 1.20553e+06 882493 679898 614926 311543 threshold=3273.8635600000002 2781.5828000000006 2778.6210000000005 274.34750000000008 42.309000000000005 1890.7105500000002 648.27500000000009 2871.8940000000007 1908.1960000000001 86.586000000000013 1581.7937000000002 676.98000000000013 804.19674500000008 3113.0710000000004 236.84755000000004 0 2022.5000000000002 2778.6210000000005 1.14775 249.69280000000003 17.804000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 7 5 -4 -2 6 16 8 13 11 12 19 20 14 17 -16 -3 -1 -15 -10 -9 right_child=4 2 3 -5 -6 -7 -8 10 9 -11 -12 -13 -14 18 15 -17 -18 -19 -20 -21 -22 leaf_value=-0.0019380849242744598 -0.26490247100591657 -2.6991687536239626 18.377018888791401 0.46835264552723282 -7.9368101768493649 -4.9506940376281738 5.826604894002279 -0.20246174839564732 -0.34846312215332603 14.641654774209728 -5.3303218328541719 1.9964654299418132 2.7260458431243899 -0.52604430188735329 0.42412653350422119 -0.079457179660139307 -0.10220511363102841 -0.99783561427941481 -3.0225218696594238 -2.1566118064293494 -1.7210880785638636 leaf_weight=357193 32 33 24 22 20 25 30 35 68 23 29 30 20 24 2324 2673 39 89 20 26 22 leaf_count=357193 32 33 24 22 20 25 30 35 68 23 29 30 20 24 2324 2673 39 89 20 26 22 internal_value=0 0.00138877 2.36604 9.812 -3.21564 -0.330927 0.801368 0.000260499 0.000660632 2.15568 -1.368 -0.16027 0.124296 -0.000213692 -1.20074e-05 0.155439 -1.29248 -0.00218617 -1.66081 -0.848589 -0.788598 internal_weight=0 362749 173 46 52 127 102 362576 362470 147 106 124 77 362323 362279 4997 72 357282 44 94 57 internal_count=362801 362749 173 46 52 127 102 362576 362470 147 106 124 77 362323 362279 4997 72 357282 44 94 57 cat_boundaries=0 7 cat_threshold=203785728 1216644200 524288 2214920193 69632 16384 4 is_linear=0 shrinkage=0.01 Tree=409 num_leaves=26 num_cat=0 split_feature=17 4 4 2 0 8 2 3 2 0 10 0 0 3 20 3 26 10 9 13 11 7 7 26 20 split_gain=4.77232e+06 2.19186e+07 1.53177e+07 6.76221e+07 8.74161e+06 8.69726e+06 5.04216e+06 1.55869e+07 4.42876e+06 3.59872e+06 3.53739e+06 6.74419e+06 3.08574e+06 7.86237e+06 4.55398e+06 8.4016e+06 5.5157e+06 1.4146e+06 3.10733e+06 948917 817276 563497 136896 24232.7 4774.07 threshold=2221.3567500000004 1888.1190000000004 2693.9010000000007 2682.0900000000006 1275.1415000000002 151.3821025 2682.0900000000006 1890.7105500000002 189.07500000000002 412.19925000000006 484.16250000000002 1117.6621800000003 992.19979999999998 2725.8677800000005 271.06650000000008 297.12438000000003 2022.5000000000002 3056.7500000000005 285.55675000000008 3214.9168000000004 75.151416000000026 149.17670000000001 14.459450000000002 2022.5000000000002 120.95975000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 6 4 8 -5 12 10 22 21 11 23 17 14 16 -16 -14 19 -19 20 -1 24 -4 -8 -2 right_child=1 -3 3 5 -6 -7 7 -9 -10 -11 -12 -13 13 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.0030649990436713188 -0.41732179310010831 -11.007889033230867 -0.027915944235665457 9.6921978645324707 -4.700846854029475 19.018106733322142 -0.65869349161783863 -8.7261298204351352 4.5638485963527975 3.7765899385724748 -3.2438002089796396 5.7036201977729801 0.96875675983495602 5.6858541745152973 7.9857304312966084 0.05479634677662569 -0.58364279508453676 -0.69371297919231911 4.6957896785736084 -1.7227962038200348 0.094799398965958945 -2.2867560560053044 -1.0345881496776235 -1.0626527462583599 -0.20607023549079895 leaf_weight=352573 23 22 35 20 37 20 27 27 26 21 29 21 483 29 22 34 435 23 20 32 8745 22 22 33 20 leaf_count=352573 23 22 35 20 37 20 27 27 26 21 29 21 483 29 22 34 435 23 20 32 8745 22 22 33 20 internal_value=0 -2.10087 0.00154435 3.09498 -0.658411 14.3552 0.000179094 -1.9179 1.14364 0.177674 -0.246786 0.826219 0.000904203 0.554799 0.402027 3.17052 0.233143 -0.000633062 1.81303 -0.000848885 -0.000696381 -0.985053 -0.416456 -0.880871 -0.319065 internal_weight=0 108 362693 160 120 40 362533 137 83 86 110 81 362396 1003 974 56 918 361393 43 361350 361318 65 57 60 43 internal_count=362801 108 362693 160 120 40 362533 137 83 86 110 81 362396 1003 974 56 918 361393 43 361350 361318 65 57 60 43 is_linear=0 shrinkage=0.01 Tree=410 num_leaves=24 num_cat=0 split_feature=0 1 9 1 1 13 16 9 9 17 3 8 2 8 16 10 3 3 26 2 1 11 3 split_gain=7.96619e+06 1.99069e+07 9.14636e+07 7.03292e+06 8.51999e+06 6.51604e+06 2.88094e+06 5.41662e+06 2.55504e+06 1.69211e+07 5.98165e+06 2.17536e+06 7.20838e+06 2.50108e+06 2.71365e+06 2.43902e+06 8.11049e+06 1.57903e+06 1.05286e+06 1.00361e+06 660520 316481 99861.6 threshold=2778.6210000000005 2781.5828000000006 148.55550000000002 555.56875000000014 112.13877900000001 515.09000000000003 3006.0949125000006 1135.3321000000003 2854.0889000000006 86.586000000000013 991.56000000000017 2971.7767500000004 784.03650000000005 1973.6620000000003 529.14120000000014 1935.1350000000002 1493.1141200000004 284.84010000000006 2022.5000000000002 581.81775000000005 39.031250000000007 17.816616500000006 17.809616500000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 18 -5 8 21 11 10 20 13 22 15 17 19 -17 -15 -2 -1 -10 -8 -13 right_child=1 2 -4 5 -6 -7 7 -9 9 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.0020436147776935034 1.3134513378143311 23.355745384579613 -4.0474051219019396 -4.9837551964584152 7.3226130919022987 2.0680301832645198 0.80837423443794254 -6.4396873111724862 0.097950860728388239 8.5152840636326719 -4.8567641418457033 0.12978904158980759 -6.2093562873204551 1.063942481994629 -1.5877628823985226 0.18859651379880654 6.4829891860961917 3.7114567185611258 -1.2006944305666032 0.22286602359965332 2.5509404112043836 -0.94931088915893014 1.0620796537399293 leaf_weight=360692 36 21 29 38 22 20 20 20 23 26 25 27 24 50 23 113 25 41 31 1995 21 21 20 leaf_count=360692 36 21 29 38 22 20 20 20 23 26 25 27 24 50 23 113 25 41 31 1995 21 21 20 internal_value=0 2.01134 7.46192 0.157402 1.92315 -2.55211 -0.00011373 -2.17314 0.000251329 1.64001 -0.950674 -0.000177797 -1.7504 0.000164591 1.48113 -0.000300728 1.32889 2.25678 0.15019 -0.000806474 1.2687 -0.0919035 0.526508 internal_weight=0 197 50 147 89 58 363166 61 363105 95 69 363010 71 362939 114 362825 138 91 67 362687 44 41 47 internal_count=363363 197 50 147 89 58 363166 61 363105 95 69 363010 71 362939 114 362825 138 91 67 362687 44 41 47 is_linear=0 shrinkage=0.01 Tree=411 num_leaves=27 num_cat=1 split_feature=4 2 10 0 6 5 7 3 0 2 26 3 6 13 4 2 6 11 24 3 9 3 0 5 6 3 split_gain=8.56232e+06 3.72018e+07 9.1665e+07 6.40249e+06 2.84149e+06 7.67376e+06 2.4553e+06 1.09146e+07 2.03052e+06 6.15462e+06 1.34784e+07 3.49614e+06 1.91418e+06 4.08549e+06 3.11191e+06 4.28729e+06 1.87358e+06 1.6075e+06 932219 2.77949e+06 4.82627e+06 2.04704e+06 1.49662e+06 1.25459e+06 655234 27628 threshold=2693.9010000000007 2682.0900000000006 102.72500000000001 2778.6210000000005 293.37750000000005 13.802000000000001 2822.9627650000007 1118.1025000000002 2778.6210000000005 137.75200000000004 2022.5000000000002 1118.1025000000002 1937.6795000000002 1661.2684800000002 1292.0010000000002 1107.4580000000003 698.40204000000006 871.08830000000023 0 2725.8677800000005 152.94900000000004 1493.1141200000004 3.3935000000000004 1561.8224400000001 9.1475000000000026 54.605550000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=6 3 -3 4 5 25 8 16 12 10 -10 -11 18 14 15 -14 24 -6 21 22 -21 23 -20 -1 -8 -2 right_child=1 2 -4 -5 17 -7 7 -9 9 11 -12 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 leaf_value=-0.049266231705832844 -0.33921833861957901 24.052856063842775 -4.1798714330922007 -5.7249977569580075 0.12600086179272882 6.9421729354858392 0.59676880518595377 -6.6004101591110222 7.2215606572077817 -3.2371256267323214 -1.3925136605431052 1.3681134934723378 0.12659764509352425 4.7560559829711915 -3.0819297513094814 4.332972549915314 3.056912342418324 -3.5591807136535647 -0.0045586960577908902 3.8409941466649373 -1.3831220987864905 -2.80606782913208 0.058144162142636839 -2.0303664436936377 -1.8540088233947754 -0.85275693130493169 leaf_weight=30218 22 23 23 20 29 20 24 30 39 34 34 32 126 25 22 30 22 20 288544 48 28 27 43851 32 20 20 leaf_count=30218 22 23 23 20 29 20 24 30 39 34 34 32 126 25 22 30 22 20 288544 48 28 27 43851 32 20 20 internal_value=0 2.19986 9.93649 -0.516825 0.421585 1.84396 -0.00010461 -1.59915 0.000318172 1.20872 3.20953 -1.00428 -0.000144613 0.970638 0.438978 0.935516 0.674157 -1.37815 -0.00068788 0.00415042 1.91632 -0.0538007 0.00371334 -0.0513619 -0.517221 -0.583761 internal_weight=0 177 46 131 111 62 363186 96 363090 139 73 66 362951 203 178 156 66 49 362748 332471 76 30277 332395 30250 44 42 internal_count=363363 177 46 131 111 62 363186 96 363090 139 73 66 362951 203 178 156 66 49 362748 332471 76 30277 332395 30250 44 42 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.01 Tree=412 num_leaves=28 num_cat=1 split_feature=4 2 10 0 6 5 2 5 4 0 1 2 5 5 6 21 1 2 0 2 3 14 15 24 1 0 3 split_gain=8.39193e+06 3.64615e+07 8.98409e+07 6.27508e+06 2.78495e+06 7.52105e+06 2.11513e+06 1.53905e+07 5.45965e+06 4.78866e+06 3.09015e+06 1.08673e+07 2.15345e+06 2.02532e+06 1.7885e+06 4.92598e+06 1.61927e+06 3.31739e+06 1.60237e+06 1.19239e+06 1.19009e+06 4.25819e+06 4.55222e+06 796147 1.37255e+06 1.31742e+06 27078.2 threshold=2693.9010000000007 2682.0900000000006 102.72500000000001 2778.6210000000005 293.37750000000005 13.802000000000001 2682.0900000000006 1908.1960000000001 7.273200000000001 2778.6210000000005 555.56875000000014 26.254000000000001 268.69000000000005 116.7166835 1937.6795000000002 2.6620000000000004 1461.4925000000003 624.21400000000006 195.69400000000005 967.39580000000012 1493.1141200000004 1061.9390000000003 227.03189000000006 0 116.83499300000001 3.3935000000000004 54.605550000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=6 3 -3 4 5 26 9 8 18 14 11 -11 -10 -12 20 16 17 -16 -8 -6 23 22 -22 24 -1 -25 -2 right_child=1 2 -4 -5 19 -7 7 -9 12 10 13 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 25 -26 -27 -28 leaf_value=-0.037488768586393245 -0.33582615028728136 23.812327393241549 -4.1380729376751439 -5.6677478713989267 -2.956490782101949 6.8727511234283449 1.4043741536140442 -7.5878702085812879 -3.6770560903902409 0.43324593287247881 2.0699147008812946 8.1604933915819444 0.058923560778299973 -2.0419026144027712 -0.069564339682973667 5.6543218460083002 -2.0554798503544021 3.2700894608497619 4.9593286114647279 0.1640594207763672 0.63100886423537073 4.0016128907059185 -3.348932946920395 -0.004658851521658347 -0.39907551770272115 0.054271740201277313 -0.84422930335998536 leaf_weight=29157 22 23 23 20 24 20 32 30 27 52 23 28 36 25 116 20 23 40 21 25 282 33 32 288440 1089 43680 20 leaf_count=29157 22 23 23 20 24 20 32 30 27 52 23 28 36 25 116 20 23 40 21 25 282 33 32 288440 1089 43680 20 internal_value=0 2.17786 9.83713 -0.511656 0.417369 1.82552 -0.000103564 -1.20349 0.447643 0.00038039 1.93424 3.13778 -1.54221 -0.0716568 -0.000301689 0.94746 0.421554 0.786757 2.81294 -1.36437 -0.000821671 0.58453 0.22541 -0.0013822 -0.0504909 0.00309153 -0.577923 internal_weight=0 177 46 131 111 62 363186 146 116 363040 128 80 63 48 362912 199 179 156 53 49 362713 347 314 362366 30246 332120 42 internal_count=363363 177 46 131 111 62 363186 146 116 363040 128 80 63 48 362912 199 179 156 53 49 362713 347 314 362366 30246 332120 42 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.01 Tree=413 num_leaves=28 num_cat=0 split_feature=4 2 10 1 1 7 3 6 21 6 2 3 9 1 8 14 21 12 7 1 1 14 9 26 6 26 7 split_gain=8.22493e+06 3.57359e+07 8.8053e+07 5.87692e+06 1.12514e+07 2.39286e+06 1.06598e+07 1.95936e+06 5.35772e+06 1.83511e+06 1.45979e+06 1.31083e+06 2.68442e+06 1.41231e+06 1.26429e+06 6.81651e+06 2.31798e+06 1.2199e+06 3.67941e+06 3.05357e+06 3.14468e+06 1.0432e+06 1.28867e+06 908611 641258 374750 87382.4 threshold=2693.9010000000007 2682.0900000000006 102.72500000000001 1892.2623000000001 631.04475000000014 2822.9627650000007 1118.1025000000002 1937.6795000000002 119.62250000000002 698.40204000000006 174.08000000000001 2725.8677800000005 250.65000000000003 631.04475000000014 1017.6571000000002 1929.7000000000003 251.05000000000004 299.10200000000003 548.03450000000009 1098.6214000000002 494.77402000000006 1619.4627500000004 78.030000000000015 2022.5000000000002 9.1475000000000026 2022.5000000000002 1.6164000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 10 7 9 11 17 24 26 14 13 25 21 16 -16 19 -19 20 -9 23 -23 -1 -7 -13 -2 right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=0.014830726036016298 -0.034480824470520019 23.574203968877377 -4.0966919923865275 -4.3106955549793859 6.81015395288882 0.59089157422383631 -6.5212158915201828 -0.17895563445839227 5.8766161851882934 3.02608906139027 -3.4849632458686832 2.1800740699768069 -1.4934493525822958 4.1848037846883139 0.40291038750510511 5.3653082868787978 -2.0085580686081288 5.1458449459075926 -0.17782243264688027 -3.5628826831635974 3.9896162401546134 0.0099191397931202348 -1.8394719200376151 -0.016854889422805466 -1.8336080284118652 0.32664320309956874 -0.83875495130365552 leaf_weight=181261 35 23 23 31 23 24 30 102 20 22 20 20 27 24 546 27 43 20 37 21 22 83 69 180744 20 24 22 leaf_count=181261 35 23 23 31 23 24 30 102 20 22 20 20 27 24 546 27 43 20 37 21 22 83 69 180744 20 24 22 internal_value=0 2.15608 9.73876 -0.50654 0.672748 -0.000102528 -1.57868 0.000314844 0.939493 0.667927 -1.1605 -0.000259738 1.17424 2.23347 -0.000567307 0.452085 0.226861 0.450668 1.69013 -0.0365686 0.56063 -0.00133723 -0.829607 -0.000989456 -0.511154 1.16911 -0.344902 internal_weight=0 177 46 131 100 363186 96 363090 222 66 77 362868 95 68 362773 616 589 202 57 145 124 362157 152 362005 44 44 57 internal_count=363363 177 46 131 100 363186 96 363090 222 66 77 362868 95 68 362773 616 589 202 57 145 124 362157 152 362005 44 44 57 is_linear=0 shrinkage=0.01 Tree=414 num_leaves=29 num_cat=0 split_feature=4 2 8 0 6 5 2 5 4 26 0 1 2 9 5 6 21 11 1 2 26 8 14 1 3 26 26 3 split_gain=8.06126e+06 3.50248e+07 2.38739e+07 6.13886e+06 2.72651e+06 7.38348e+06 2.07988e+06 1.50451e+07 5.35298e+06 4.76689e+06 4.69545e+06 3.02728e+06 1.06559e+07 2.62336e+06 2.10362e+06 1.72531e+06 4.74399e+06 1.57408e+06 1.5486e+06 3.22417e+06 1.47803e+06 1.47711e+06 5.96255e+06 2.31486e+06 1.75203e+06 2.596e+06 802953 26959.9 threshold=2693.9010000000007 2682.0900000000006 2971.7767500000004 2778.6210000000005 293.37750000000005 13.802000000000001 2682.0900000000006 1908.1960000000001 7.273200000000001 2022.5000000000002 2778.6210000000005 555.56875000000014 26.254000000000001 156.03250000000003 268.69000000000005 1937.6795000000002 2.6620000000000004 871.08830000000023 1461.4925000000003 624.21400000000006 2022.5000000000002 1017.6571000000002 1929.7000000000003 1461.4925000000003 2725.8677800000005 2022.5000000000002 2022.5000000000002 54.605550000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 5 27 10 8 9 -8 15 12 20 -13 -10 21 18 -6 19 -17 -12 24 23 -23 26 -26 -1 -2 right_child=1 2 -4 -5 17 -7 7 -9 14 -11 11 13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 leaf_value=0.012927689483314672 -0.32908260215412488 2.7439233080546064 17.165853802074086 -5.601291109085083 0.14290092303835114 6.8115657196044923 5.5094235288685764 -7.5057543032964062 -3.6412397663681593 -0.51549236853917446 2.050740017361111 1.9916869267269417 8.0801923588344025 -2.7208819660686312 0.051265336142645945 -0.07259012477151279 5.5496643581390384 -3.5037735500335692 -2.0079034929690152 3.2198076882362363 -1.3236197189331054 0.10475256487405558 5.1726309116070093 2.4628187668588426 3.7379603748936807 -0.18509709590190165 -0.016858178954940399 -0.83637395858764652 leaf_weight=181207 22 24 22 20 29 20 29 30 27 24 27 27 28 21 36 116 20 20 23 40 25 556 26 45 31 37 180811 20 leaf_count=181207 22 24 22 20 29 20 29 30 27 24 27 27 28 21 36 116 20 20 23 40 25 556 26 45 31 37 180811 20 internal_value=0 2.13452 9.64137 -0.501474 0.417411 1.81071 -0.000101503 -1.19342 0.439082 2.78116 0.000378401 1.91533 3.10656 -0.070062 -1.53124 -0.000297006 0.93057 -1.34554 0.41447 0.771614 0.428452 -0.00080772 0.484143 0.281313 -0.00164748 1.60336 -0.00194895 -0.57065 internal_weight=0 177 46 131 111 62 363186 146 116 53 363040 128 80 48 63 362912 199 49 179 156 52 362713 627 601 362086 68 362018 42 internal_count=363363 177 46 131 111 62 363186 146 116 53 363040 128 80 48 63 362912 199 49 179 156 52 362713 627 601 362086 68 362018 42 is_linear=0 shrinkage=0.01 Tree=415 num_leaves=27 num_cat=0 split_feature=17 2 4 3 3 0 7 5 1 3 4 0 1 3 12 0 2 5 26 2 0 6 2 4 17 3 split_gain=1.05382e+07 4.82573e+07 8.64379e+06 6.62922e+07 2.93028e+06 1.80518e+07 7.19649e+06 3.48799e+06 2.89602e+06 6.80255e+06 4.05219e+06 4.31084e+06 2.57044e+06 2.24699e+06 1.99351e+06 1.46266e+06 5.23965e+06 4.30445e+06 3.90555e+06 1.26173e+06 5.45554e+06 1.21342e+06 1.03604e+06 721528 413818 147170 threshold=2221.3567500000004 1827.1555000000001 2693.9010000000007 2725.8677800000005 2725.8677800000005 1884.2950000000003 762.97500000000002 7.2786000000000008 2781.5828000000006 543.62350000000004 14.450258500000002 635.46050000000014 1892.2623000000001 1118.1025000000002 114.01200000000001 2778.6210000000005 137.75200000000004 330.08250000000004 2022.5000000000002 2682.0900000000006 688.40820000000008 242.46475000000004 258.87100000000004 298.86150000000004 3600.16113 55.432500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 4 12 8 6 7 -6 15 10 11 -10 13 22 24 19 18 -18 -17 21 -21 -1 25 -16 -2 -4 right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 -15 23 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=-0.0017538549669341326 0.54624803972244262 -17.142372734069824 -0.065150322403226588 14.483339076450893 0.64442286473054156 -8.9435578360924364 4.6092594929399162 -3.8910154383977256 -0.60506342864036566 5.1914400863647465 -3.8136113439287458 5.0809991025924681 -3.8406829830452249 2.0360243960789273 -0.29978593051433566 5.4130264513420334 -4.3354356590906784 1.7185088896751404 0.4276979584693909 -0.38642219407217843 4.4733140037999011 0.16018100180253134 -3.2421096854209903 -2.5425266573979304 2.5561354944819494 -1.1882970640659332 leaf_weight=357453 20 20 28 35 39 26 29 30 40 36 21 20 27 28 32 33 24 23 30 77 33 4688 20 26 21 20 leaf_count=357453 20 20 28 35 39 26 29 30 40 36 21 20 27 28 32 33 24 23 30 77 33 4688 20 26 21 20 internal_value=0 -2.97431 0.00201887 2.34047 0.000999912 -1.53598 0.429291 -1.32751 0.0015257 1.57456 -0.0329431 1.29029 -1.11481 -0.348163 -0.112071 0.00101779 1.15396 -1.37287 3.03906 0.000667694 1.0715 0.00034243 -1.32989 -1.30515 1.5757 -0.533128 internal_weight=0 119 362760 158 362602 124 98 69 362478 117 81 60 123 96 99 362361 110 47 63 362251 110 362141 68 58 41 48 internal_count=362879 119 362760 158 362602 124 98 69 362478 117 81 60 123 96 99 362361 110 47 63 362251 110 362141 68 58 41 48 is_linear=0 shrinkage=0.01 Tree=416 num_leaves=26 num_cat=0 split_feature=17 2 4 3 3 0 7 11 1 3 4 0 1 3 1 0 2 26 8 2 0 6 2 12 3 split_gain=1.03285e+07 4.7297e+07 8.47178e+06 6.4973e+07 2.87196e+06 1.76926e+07 7.05328e+06 2.85773e+06 2.83839e+06 6.66718e+06 3.97156e+06 4.22506e+06 2.51929e+06 2.20228e+06 2.11134e+06 1.43355e+06 5.13538e+06 3.82783e+06 1.77741e+06 1.23662e+06 5.34697e+06 1.18927e+06 1.01542e+06 922530 144241 threshold=2221.3567500000004 1827.1555000000001 2693.9010000000007 2725.8677800000005 2725.8677800000005 1884.2950000000003 762.97500000000002 1670.1750000000002 2781.5828000000006 543.62350000000004 14.450258500000002 635.46050000000014 1892.2623000000001 1118.1025000000002 57.852000000000011 2778.6210000000005 137.75200000000004 2022.5000000000002 380.1882500000001 2682.0900000000006 688.40820000000008 242.46475000000004 258.87100000000004 150.96810000000002 55.432500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 4 12 8 6 14 23 15 10 11 -10 13 22 -6 19 17 -17 -18 21 -21 -1 24 -2 -4 right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.0017363164929144435 0.061346180377862394 -16.9709487991333 -0.064498832396098549 14.338506208147322 0.26571813683760792 -8.8541222880436834 4.563166740022857 3.0675832765752622 -0.59901276445388796 5.1395257324642607 -3.7754751913888112 5.0301896896362299 -3.8022761251308301 2.0156641306195939 -3.2509445603432194 5.3588960173635769 -3.1068434968361487 0.42342091814676919 0.80468705586024702 -0.38255792692110135 4.4285806626984572 0.15857919257897057 -3.2096885819435119 -2.1279847004539088 -1.1764140551090241 leaf_weight=357453 39 20 28 35 38 26 29 22 40 36 21 20 27 28 31 33 26 30 21 77 33 4688 20 38 20 leaf_count=357453 39 20 28 35 38 26 29 22 40 36 21 20 27 28 31 33 26 30 21 77 33 4688 20 38 20 internal_value=0 -2.94456 0.00199868 2.31707 0.000989913 -1.52062 0.424998 -0.11095 0.00151044 1.55881 -0.0326135 1.27739 -1.10367 -0.344682 -1.31423 0.00100762 1.14242 3.00867 -1.35914 0.000661017 1.06078 0.000339005 -1.31659 -1.0191 -0.527797 internal_weight=0 119 362760 158 362602 124 98 99 362478 117 81 60 123 96 69 362361 110 63 47 362251 110 362141 68 77 48 internal_count=362879 119 362760 158 362602 124 98 99 362478 117 81 60 123 96 69 362361 110 63 47 362251 110 362141 68 77 48 is_linear=0 shrinkage=0.01 Tree=417 num_leaves=22 num_cat=0 split_feature=13 16 1 13 2 0 12 6 2 2 9 5 3 6 10 15 13 3 12 5 0 split_gain=8.73046e+06 1.50242e+07 4.13297e+06 3.28915e+07 1.68818e+07 6.41331e+06 3.03088e+06 6.73427e+06 3.28503e+07 4.23182e+06 2.856e+06 3.9374e+06 1.79217e+06 1.73579e+06 6.79222e+06 2.25027e+06 1.53835e+06 1.49845e+06 1.19356e+06 242975 1739.42 threshold=3214.9168000000004 3006.0949125000006 2781.5828000000006 312.11975000000007 1827.1555000000001 992.19979999999998 3113.0710000000004 2976.3936000000008 1827.1555000000001 184.07250000000002 1972.2770000000003 1908.1960000000001 242.28262000000004 1937.6795000000002 517.51460000000009 1947.7010000000002 1175.575 193.12912500000002 1132.9885000000002 19.843250000000001 9.1375000000000028 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 18 6 4 5 12 7 10 17 -8 13 16 20 15 -15 -1 -12 19 -2 -9 -4 right_child=1 -3 3 -5 -6 -7 9 8 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.00055749960427635837 -1.8713766361510054 -10.334561688466506 -0.91267542089734766 12.148722029876708 -5.8908327748225284 5.6442034407584902 -0.17868724054411839 -0.54506310018626125 13.330708845311944 -5.6133531155793559 -1.1188604329446596 -4.8963023376464845 2.6911522884368897 -0.32293062639523706 4.9837177854425772 1.5732782992786105 1.7735480187155983 -3.145518304824829 1.00693872756958 0.97786332988739022 -0.7922794196719215 leaf_weight=362121 34 22 28 25 39 31 38 22 22 23 112 26 20 83 34 91 22 20 25 20 21 leaf_count=362121 34 22 28 25 39 31 38 22 22 23 112 26 20 83 34 91 22 20 25 20 21 internal_value=0 -3.28165 0.00175499 1.58888 -0.310373 1.86601 0.00103722 0.0014122 2.83251 -2.22782 0.000756149 -1.33499 0.168555 0.001346 1.21917 0.000952621 -0.643987 -0.892653 -0.651751 0.18014 -0.861077 internal_weight=0 81 362798 164 139 100 362634 362573 84 61 362489 160 69 362329 117 362212 134 62 59 42 49 internal_count=362879 81 362798 164 139 100 362634 362573 84 61 362489 160 69 362329 117 362212 134 62 59 42 49 is_linear=0 shrinkage=0.01 Tree=418 num_leaves=27 num_cat=0 split_feature=17 2 4 3 16 11 3 0 7 5 11 1 3 4 0 8 2 0 2 5 26 2 8 6 4 7 split_gain=1.0066e+07 4.6105e+07 8.31882e+06 6.39143e+07 3.52502e+06 3.12809e+06 2.81783e+06 1.73113e+07 6.89675e+06 3.39867e+06 2.79205e+06 2.71268e+06 6.4437e+06 3.92316e+06 4.10817e+06 2.13958e+06 2.19698e+06 1.40114e+06 5.0373e+06 4.17262e+06 3.75537e+06 1.19383e+06 5.25599e+06 1.16488e+06 918755 158651 threshold=2221.3567500000004 1827.1555000000001 2693.9010000000007 2725.8677800000005 31.161000000000005 686.06975000000011 2725.8677800000005 1884.2950000000003 762.97500000000002 7.2786000000000008 1670.1750000000002 2781.5828000000006 543.62350000000004 14.450258500000002 635.46050000000014 311.75250000000005 287.03350000000006 2778.6210000000005 137.75200000000004 330.08250000000004 2022.5000000000002 2682.0900000000006 25.728847500000004 214.72600000000003 267.54662000000002 12.493 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 6 4 5 15 11 8 9 -8 24 17 13 14 -13 16 -4 21 20 -20 -19 23 -23 -1 25 -2 right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.0018600498081307651 0.028027190517734838 -16.755436511993409 -0.4740329310553415 14.219136008126396 2.7450672497749329 -5.2863273929414296 0.6449976337873019 -8.760282208369329 4.510294834663128 -3.8319923521677652 3.0325601230968129 -0.58889041709899903 5.0440942157639403 -3.7606080709184919 4.9619032955169677 1.4783000509262083 -4.5068155821886924 5.3056407859108665 -4.2649749954541525 1.6955376690885298 0.41710370771090188 2.5984846509646067 -2.028107858348537 0.14713017248556787 -2.8509628143310546 -1.0774333605766295 leaf_weight=356815 37 20 35 35 20 21 39 26 29 30 22 40 36 21 20 25 22 33 24 23 30 73 37 5326 20 20 leaf_count=356815 37 20 35 35 20 21 39 26 29 30 22 40 36 21 20 25 22 33 24 23 30 73 37 5326 20 20 internal_value=0 -2.90692 0.00196578 2.29604 -1.09671 -1.84268 0.00096616 -1.50624 0.418303 -1.30152 -0.109238 0.00148176 1.52391 -0.0406212 1.26137 -0.960776 -2.03055 0.000990196 1.12943 -1.34813 2.97777 0.000647537 1.04227 0.000331146 -1.0069 -0.359854 internal_weight=0 119 362760 158 123 103 362602 124 98 69 99 362478 117 81 60 82 57 362361 110 47 63 362251 110 362141 77 57 internal_count=362879 119 362760 158 123 103 362602 124 98 69 99 362478 117 81 60 82 57 362361 110 47 63 362251 110 362141 77 57 is_linear=0 shrinkage=0.01 Tree=419 num_leaves=28 num_cat=0 split_feature=17 2 4 3 16 11 3 0 9 5 11 1 3 4 0 8 2 0 2 5 26 2 0 0 4 2 20 split_gain=9.8657e+06 4.51875e+07 8.15328e+06 6.26424e+07 3.45487e+06 3.06584e+06 2.76176e+06 1.69668e+07 3.36337e+06 9.56046e+06 2.73649e+06 2.65869e+06 6.31546e+06 3.84509e+06 4.02642e+06 2.09701e+06 2.15326e+06 1.37326e+06 4.93705e+06 4.08958e+06 3.68064e+06 1.17007e+06 5.24546e+06 931429 900472 594075 146640 threshold=2221.3567500000004 1827.1555000000001 2693.9010000000007 2725.8677800000005 31.161000000000005 686.06975000000011 2725.8677800000005 1884.2950000000003 463.8180000000001 367.52900000000005 1670.1750000000002 2781.5828000000006 543.62350000000004 14.450258500000002 635.46050000000014 311.75250000000005 287.03350000000006 2778.6210000000005 137.75200000000004 330.08250000000004 2022.5000000000002 2682.0900000000006 688.40820000000008 3.3935000000000004 267.54662000000002 137.75200000000004 371.52500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 6 4 5 15 11 8 9 25 24 17 13 14 -13 16 -4 21 20 -20 -19 23 -23 -1 26 -8 -2 right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=-0.0059513432120651272 0.03113319092326694 -16.587881984710695 -0.46929263625826151 14.076944702148438 2.7176165533065797 -5.2334640593755806 -1.7797514322598775 -8.672679458031288 -2.66874087370359 7.0208450525457202 3.0022344398498535 -0.58300154685974126 4.9936531382136877 -3.7230019033522832 4.9122847251892088 1.4635170362472534 -4.4617473636973992 5.2525844735810256 -4.222325089772542 1.6785823496528296 0.41293269769350688 -0.39773072007414584 4.3675200502800218 0.041288723302016404 -2.8224532089233403 0.4452480773925781 -1.020349482581729 leaf_weight=314005 36 20 35 35 20 21 30 26 26 22 22 40 36 21 20 25 22 33 24 23 30 77 33 48136 20 20 21 leaf_count=314005 36 20 35 35 20 21 30 26 26 22 22 40 36 21 20 25 22 33 24 23 30 77 33 48136 20 20 21 internal_value=0 -2.87785 0.00194612 2.27308 -1.08574 -1.82426 0.000956499 -1.49118 0.41412 1.52738 -0.108146 0.00146694 1.50867 -0.0402149 1.24876 -0.951168 -2.01024 0.000980294 1.11814 -1.33465 2.94799 0.000641062 1.03184 0.000327835 -0.996826 -0.889752 -0.356255 internal_weight=0 119 362760 158 123 103 362602 124 98 72 99 362478 117 81 60 82 57 362361 110 47 63 362251 110 362141 77 50 57 internal_count=362879 119 362760 158 123 103 362602 124 98 72 99 362478 117 81 60 82 57 362361 110 47 63 362251 110 362141 77 50 57 is_linear=0 shrinkage=0.01 Tree=420 num_leaves=29 num_cat=3 split_feature=0 8 15 4 2 8 19 2 3 0 2 4 2 0 24 25 8 8 16 13 9 11 3 3 24 8 20 19 split_gain=2.33415e+07 2.64626e+07 3.14949e+07 2.36133e+07 2.46533e+07 4.00274e+06 3.43472e+06 6.48692e+06 3.82342e+06 1.66082e+07 1.22717e+07 1.1854e+07 2.21652e+06 1.27463e+06 4.33292e+06 6.29094e+06 7.25925e+06 4.72577e+06 1.65682e+06 1.57663e+06 1.49542e+06 1.5815e+06 1.08401e+06 1.87108e+06 598154 343562 342165 15787.3 threshold=2778.6210000000005 2971.7767500000004 85.527017500000014 2693.9010000000007 27.046500000000005 86.277750000000012 1916.2125000000003 784.03650000000005 2725.8677800000005 64.194000000000003 22.675479000000003 1522.8167500000002 1107.4580000000003 635.46050000000014 0 1 265.17450000000002 1350.3896175000002 1356.4225000000004 575.15400000000011 1972.2770000000003 1085.4300000000001 14.222000000000001 14.733500000000003 2 289.16250000000008 160.75000000000003 3260.8512500000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 1 2 2 2 left_child=6 2 3 4 -2 -6 8 26 13 10 -10 12 -11 20 18 16 -16 -17 19 -15 22 25 24 -24 -1 -22 27 -8 right_child=1 -3 -4 -5 5 -7 7 -9 9 11 -12 -13 -14 14 15 17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 leaf_value=0.016988773366822741 7.8052956879657245 12.509208431243897 -7.0734520746046501 14.144097057342529 -4.0341353471411603 1.2381306227048239 -0.099885568391709104 -6.6457510636069559 1.0006678072611492 -0.48681444168090821 10.916856577946589 -6.9106781097412115 4.2211819067001342 -0.48026846181279348 3.1722840231415854 0.081946401599326424 -0.50233444483998502 3.0108167848504821 2.0614786183834077 -2.7077240593293137 0.0076675272887607795 -3.3085456070533166 0.74756796371201362 0.047754248656887141 -0.013740151723014425 -1.248029925887649 -1.2252012189974388 0.28343982773070986 leaf_weight=85404 46 28 31 20 36 24 21 22 24 20 26 25 20 486 173 1098 78 58 24 34 53 26 387 29913 245179 37 36 22 leaf_count=85404 46 28 31 20 36 24 21 22 24 20 26 25 20 486 173 1098 78 58 24 34 53 26 387 29913 245179 37 36 22 internal_value=0 3.55347 1.95627 4.17787 2.29745 -1.92523 0.000523074 -1.84332 0.00103601 1.82413 6.15709 -1.50892 1.86718 0.000458365 0.255372 0.546385 1.95258 0.226934 -0.498191 -0.62591 -0.0009193 -1.13615 -0.000554399 0.0566925 -0.00580143 -0.508564 -0.505939 0.0962344 internal_weight=0 185 157 126 106 60 363166 101 363065 115 50 65 40 362950 1951 1407 251 1156 544 520 360999 116 360883 30300 330583 90 79 43 internal_count=363351 185 157 126 106 60 363166 101 363065 115 50 65 40 362950 1951 1407 251 1156 544 520 360999 116 360883 30300 330583 90 79 43 cat_boundaries=0 1 8 9 cat_threshold=897 512 0 4112 0 4210688 0 132 7 is_linear=0 shrinkage=0.01 Tree=421 num_leaves=29 num_cat=2 split_feature=0 1 4 1 2 3 19 1 3 0 5 4 4 0 24 25 10 1 16 5 9 6 3 1 1 10 13 17 split_gain=2.2877e+07 2.73501e+07 3.73034e+07 8.86549e+06 5.32805e+06 4.62496e+06 3.36637e+06 7.13054e+06 3.74734e+06 1.62777e+07 1.51431e+07 1.16181e+07 2.18912e+06 1.24926e+06 4.24669e+06 6.16575e+06 1.10584e+07 3.14069e+06 1.62385e+06 2.28321e+06 1.46566e+06 1.70947e+06 1.06243e+06 2.77323e+06 1.24792e+06 484876 397444 183147 threshold=2778.6210000000005 2781.5828000000006 2693.9010000000007 367.00000000000006 27.046500000000005 1890.7105500000002 1916.2125000000003 786.89439000000004 2725.8677800000005 64.194000000000003 288.75836000000004 1522.8167500000002 480.67500000000001 635.46050000000014 0 1 3.6277000000000004 104.01000000000001 1356.4225000000004 1908.1960000000001 1972.2770000000003 1000.0509250000001 14.222000000000001 1098.6214000000002 860.12500000000011 270.74340000000007 262.20660000000004 623.90970000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 -2 -5 8 25 13 10 -10 12 -11 20 18 16 -16 -17 19 -15 22 26 24 -24 -1 27 -22 -8 right_child=1 2 -4 5 -6 -7 7 -9 9 11 -12 -13 -14 14 15 17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.005045509363995007 5.3073324135939277 -0.14262543388034987 16.665767241447202 -4.1731583916459769 -0.31339891286996696 1.6780577564239503 -0.41389465303884615 -7.1721099777221688 1.6020945981343588 -0.49089005851745604 12.83564535522461 -6.8415714172363282 4.1879138259887698 -0.48037734416653832 3.8341896546637266 -0.34984069010156854 -0.40520655660717575 0.69791766628716734 2.0408638346195223 -3.7722928237915041 0.059523597637812301 -3.0916144591569901 0.047523487001383924 1.1201249179207249 -0.54663352031103318 -1.6625574729919432 -1.4631141773859659 0.77962065744400022 leaf_weight=330157 48 23 31 35 26 22 36 20 30 20 20 25 20 498 143 520 108 636 24 22 60 32 30057 243 426 25 24 20 leaf_count=330157 48 23 31 35 26 22 36 20 30 20 20 25 20 498 143 520 108 636 24 22 60 32 30057 243 426 25 24 20 internal_value=0 3.51794 9.50664 1.04932 3.33248 -1.91479 0.000517844 -1.82489 0.00102565 1.80589 6.09551 -1.49383 1.84851 0.000453783 0.252818 0.540921 1.93305 0.224664 -0.493209 -0.619651 -0.000910106 -1.12478 -0.000548855 0.0561255 -0.00574342 -0.504589 -0.375516 0.0123608 internal_weight=0 185 54 131 74 57 363166 101 363065 115 50 65 40 362950 1951 1407 251 1156 544 520 360999 116 360883 30300 330583 81 84 56 internal_count=363351 185 54 131 74 57 363166 101 363065 115 50 65 40 362950 1951 1407 251 1156 544 520 360999 116 360883 30300 330583 81 84 56 cat_boundaries=0 1 8 cat_threshold=897 512 0 4112 0 4210688 0 132 is_linear=0 shrinkage=0.01 Tree=422 num_leaves=29 num_cat=2 split_feature=0 1 9 1 2 26 3 16 7 3 0 5 4 0 0 24 25 18 8 7 4 0 9 11 3 1 1 11 split_gain=2.24218e+07 2.68058e+07 3.68153e+07 8.68907e+06 5.22202e+06 9.40267e+06 4.53292e+06 2.52423e+06 5.28646e+06 3.71295e+06 1.89907e+07 1.61343e+07 1.57821e+07 5.44075e+06 1.09693e+06 4.57683e+06 6.4939e+06 1.60289e+07 5.997e+06 1.38954e+06 2.24589e+06 1.94329e+06 1.24466e+06 1.44545e+06 1.00683e+06 2.65478e+06 1.2229e+06 305328 threshold=2778.6210000000005 2781.5828000000006 274.34750000000008 367.00000000000006 27.046500000000005 2022.5000000000002 1890.7105500000002 3006.0949125000006 485.08750000000003 2725.8677800000005 64.194000000000003 236.84755000000004 1888.1190000000004 531.22050000000013 635.46050000000014 0 1 4.6532500000000008 1350.3896175000002 1131.6606400000003 1116.5450000000003 1117.6621800000003 1972.2770000000003 1085.4300000000001 14.222000000000001 1098.6214000000002 860.12500000000011 145.09005000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 5 -2 -5 9 -9 14 11 -11 13 -12 22 19 17 -17 -18 20 -16 -21 24 27 26 -26 -1 -24 right_child=1 2 -4 6 -6 -7 -8 8 -10 10 12 -13 -14 -15 15 16 18 -19 -20 21 -22 -23 23 -25 25 -27 -28 -29 leaf_value=-0.005035927886189083 9.1575660677309401 17.980160569411058 1.4550231388636998 -4.1314268011365618 -0.31026491311880255 0.23572204953148251 1.6612772295691749 0.1774971448458158 -5.953112610903653 1.7696254874920023 -2.5633004484176638 13.44468879699707 -9.0921055603027341 4.2164485688045108 -0.46903237868530506 1.3361366332786671 0.07413895621451666 10.505183181762696 3.5919738676501254 -0.13166137798412428 1.467713557855407 -3.4186649986675808 -0.74994844016744122 -3.0651901400530779 0.04606191696414691 1.0933700569902287 -0.54116718464614078 0.63195389338902064 leaf_weight=330183 27 26 28 35 26 21 22 39 22 29 20 20 20 29 563 207 973 21 51 37 67 35 67 27 30065 244 426 21 leaf_count=330183 27 26 28 35 26 21 22 39 22 29 20 20 20 29 563 207 973 21 51 37 67 35 67 27 30065 244 426 21 internal_value=0 3.48276 9.41157 1.03882 3.29916 5.25426 -1.89565 0.000512666 -2.03354 0.000854378 1.77442 6.53496 -1.60625 1.4492 0.000277825 0.236573 0.596289 2.08903 0.246932 -0.407659 -0.263061 -1.72951 -0.00100106 -1.04118 -0.000669629 0.0544932 -0.00572675 -0.420176 internal_weight=0 185 54 131 74 48 57 363166 61 363105 118 49 69 49 362987 1954 1252 228 1024 702 630 72 361033 115 360918 30309 330609 88 internal_count=363351 185 54 131 74 48 57 363166 61 363105 118 49 69 49 362987 1954 1252 228 1024 702 630 72 361033 115 360918 30309 330609 88 cat_boundaries=0 1 8 cat_threshold=1921 1049088 0 16 0 4194304 0 132 is_linear=0 shrinkage=0.01 Tree=423 num_leaves=28 num_cat=3 split_feature=0 1 4 1 4 26 5 19 1 1 9 7 25 13 14 4 6 10 25 9 4 26 25 0 10 0 14 split_gain=2.19756e+07 2.62724e+07 3.67773e+07 8.51616e+06 3.82383e+06 7.99635e+06 3.41911e+06 3.29058e+06 6.95723e+06 1.78763e+06 1.10333e+07 5.77445e+06 6.27682e+06 8.62968e+06 3.43736e+06 883753 1.08896e+06 775042 7.05933e+06 2.32443e+07 1.57188e+06 870442 2.14506e+06 1.196e+06 471397 205328 122108 threshold=2778.6210000000005 2781.5828000000006 2693.9010000000007 367.00000000000006 14.450258500000002 2022.5000000000002 772.27550000000008 1916.2125000000003 786.89439000000004 733.85806350000018 2854.0889000000006 2822.9627650000007 0 676.19050000000004 1352.1000000000001 2693.9010000000007 242.46475000000004 123.51250000000002 1 395.07800000000003 1888.1190000000004 2022.5000000000002 2 747.41500000000008 270.74340000000007 9.5972500000000007 252.03500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=7 3 -3 4 5 -2 -5 9 24 15 11 12 13 -11 -14 17 25 21 19 -19 -20 22 -1 -23 26 -17 -9 right_child=1 2 -4 6 -6 -7 -8 8 -10 10 -12 -13 14 -15 -16 16 -18 18 20 -21 -22 23 -24 -25 -26 -27 -28 leaf_value=0.091687476377156296 8.2370187772553543 -0.26352250472359035 16.425921758836317 -4.7485989824930828 -0.22864589517766779 0.34142773006273353 0.21197132934223523 -0.33841451396958699 -7.0860726013183593 1.972958786329591 6.3431914774576823 -3.9835568638145924 -0.16089854537530301 -3.1184807201656133 2.9373252631522515 0.40231100926032431 -2.74405165874041 0.59561491666179078 0.039218496287412495 8.7929923443916511 -2.3356560853549415 -0.016964090309601738 -0.0019473259214828431 -0.62322881131450092 -1.6418389556884765 -0.94541558170318607 0.63612615370750425 leaf_weight=29187 29 23 31 24 22 23 33 36 20 332 30 32 1113 37 37 26 26 306 6002 39 28 174525 150999 326 25 20 20 leaf_count=29187 29 23 31 24 22 23 33 36 20 332 30 32 1113 37 37 26 26 306 6002 39 28 174525 150999 326 25 20 20 internal_value=0 3.44793 9.31745 1.02843 3.26616 4.74474 -1.87669 0.000507539 -1.80424 0.0010096 0.336535 0.220352 0.308913 1.42385 -0.0606888 -0.00045787 -1.10824 -0.000237178 0.109047 1.47939 0.0281442 -0.00219947 0.0132249 -0.0180944 -0.500079 -0.183657 0.00963572 internal_weight=0 185 54 131 74 52 57 363166 101 363065 1581 1551 1519 369 1150 361484 72 361412 6375 345 6030 355037 180186 174851 81 46 56 internal_count=363351 185 54 131 74 52 57 363166 101 363065 1581 1551 1519 369 1150 361484 72 361412 6375 345 6030 355037 180186 174851 81 46 56 cat_boundaries=0 7 10 17 cat_threshold=3162112 33856 80 1073741824 16384 0 128 10485760 134479872 67108880 3221274624 1073741828 336597776 1078018080 8441361 2214617104 2 is_linear=0 shrinkage=0.01 Tree=424 num_leaves=28 num_cat=3 split_feature=0 1 9 1 2 26 19 1 6 1 9 7 25 9 14 4 2 10 25 9 4 26 25 0 10 17 6 split_gain=2.15383e+07 2.57496e+07 3.62973e+07 8.34669e+06 5.06049e+06 9.06114e+06 3.2251e+06 6.81878e+06 2.70977e+06 1.75205e+06 1.08138e+07 5.65954e+06 6.15191e+06 7.37379e+06 3.36895e+06 866166 1.85753e+06 759824 8.58719e+06 2.98916e+07 1.52337e+06 834239 2.10677e+06 1.28075e+06 462016 179192 49075.9 threshold=2778.6210000000005 2781.5828000000006 274.34750000000008 367.00000000000006 27.046500000000005 2022.5000000000002 1916.2125000000003 786.89439000000004 249.52500000000001 733.85806350000018 2854.0889000000006 2822.9627650000007 0 11.865000000000002 1352.1000000000001 2693.9010000000007 210.00800000000001 148.74825000000001 1 395.07800000000003 1888.1190000000004 2022.5000000000002 2 747.41500000000008 270.74340000000007 623.90970000000004 7.2530955000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=6 3 -3 4 5 -2 9 24 -5 15 11 12 13 -11 -14 17 26 21 19 -19 -20 22 -1 -23 25 -8 -17 right_child=1 2 -4 8 -6 -7 7 -9 -10 10 -12 -13 14 -15 -16 16 -18 18 20 -21 -22 23 -24 -25 -26 -27 -28 leaf_value=0.089575142729271043 8.9898911624484601 17.732383997990535 1.3238979830060686 -4.5088878349635912 -0.31965402016272909 0.23157935006277902 -0.41208804910381636 -7.0152119064331053 -0.064623223613290218 2.5152685466675049 6.2797593460083014 -3.9437214180082085 -0.15928956014983631 -0.42422362943193803 2.9079520179129936 0.1418351972103119 -3.6870931538939478 0.65353069133915997 0.041824692496556591 11.166587418586978 -2.3396056390691689 -0.016365495832584148 -0.0022019155415794961 -0.63343607362017085 -1.6254205867767335 0.76846868801116941 -0.48962484455108646 leaf_weight=29996 27 26 28 23 26 21 36 20 34 235 30 32 1113 134 37 32 20 212 5234 31 27 175289 150286 337 25 20 20 leaf_count=29996 27 26 28 23 26 21 36 20 34 235 30 32 1113 134 37 32 20 212 5234 31 27 175289 150286 337 25 20 20 internal_value=0 3.41345 9.22428 1.01815 3.2335 5.15813 0.000502488 -1.78619 -1.85792 0.000999524 0.333169 0.218148 0.305824 1.40961 -0.0600819 -0.000453266 -1.09716 -0.000234782 0.116362 1.91586 0.0295468 -0.00203791 0.0130731 -0.0175496 -0.495078 0.00953936 -0.101034 internal_weight=0 185 54 131 74 48 363166 101 57 363065 1581 1551 1519 369 1150 361484 72 361412 5504 243 5261 355908 180282 175626 81 56 52 internal_count=363351 185 54 131 74 48 363166 101 57 363065 1581 1551 1519 369 1150 361484 72 361412 5504 243 5261 355908 180282 175626 81 56 52 cat_boundaries=0 7 10 17 cat_threshold=3162112 33856 80 1073741824 16384 0 128 10485760 134479872 67108864 3221274628 1073741828 336597760 1078018080 8441361 2214617104 2 is_linear=0 shrinkage=0.01 Tree=425 num_leaves=23 num_cat=0 split_feature=19 15 12 2 5 6 2 4 6 6 3 0 6 21 2 13 0 15 0 1 8 8 split_gain=6.49175e+06 1.3119e+07 9.97706e+06 2.15711e+07 5.7273e+06 4.48167e+07 1.00251e+07 4.88854e+07 8.68058e+06 5.57402e+06 1.50104e+07 5.27348e+06 2.13835e+06 8.77383e+06 3.21872e+06 1.88386e+06 1.7826e+06 1.78253e+06 6.80326e+06 1.37348e+06 847994 230906 threshold=3260.8512500000006 1582.5954300000001 3113.0710000000004 1827.1555000000001 2871.8940000000007 2976.3936000000008 2682.0900000000006 1888.1190000000004 60.407300000000006 1324.2200000000003 318.67100000000011 1275.1415000000002 1937.6795000000002 123.84350000000002 1271.7445000000002 1175.575 1117.6621800000003 1947.7010000000002 174.79296150000002 2781.5828000000006 32.975000000000009 1.6944999999999999 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 15 6 9 12 8 11 10 21 -8 17 14 -14 20 -10 19 -19 -1 -4 -6 right_child=1 -3 3 -5 5 -7 7 -9 16 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.00039945593167908198 -1.0312259874582292 9.8348082447052008 -0.72396409159121311 -12.511338970184326 -0.30806365910698386 -14.121796044921876 0.58132629699707028 16.743315545944942 -1.4723527738783093 -3.396068058013916 8.6951493740081798 6.4564734337546614 -0.25761449587809576 7.3124243392944335 3.2278679257631304 -3.0684529767717637 -5.4112905321121216 -0.47094611896622568 5.3969760842158871 -1.2359025072521634 2.0915117702484132 -1.6621935577392577 leaf_weight=362404 25 20 23 20 34 25 50 21 27 24 24 22 154 20 32 21 20 62 29 90 20 20 leaf_count=362404 25 20 23 20 34 25 50 21 27 24 24 22 154 20 32 21 20 62 29 90 20 20 internal_value=0 3.79812 -0.000284036 -3.44625 0.00051325 -2.12272 0.00125623 2.67671 0.194365 0.818234 2.11494 2.37651 0.000223781 1.01877 0.342038 -0.613413 -3.1485 -0.000354902 1.39905 -0.000706207 0.58556 -0.809593 internal_weight=0 45 363142 84 363058 127 362931 140 119 102 78 72 362791 206 186 64 47 362585 91 362494 43 54 internal_count=363187 45 363142 84 363058 127 362931 140 119 102 78 72 362791 206 186 64 47 362585 91 362494 43 54 is_linear=0 shrinkage=0.01 Tree=426 num_leaves=23 num_cat=0 split_feature=6 17 1 9 7 5 7 3 13 6 5 5 17 15 17 3 8 14 26 26 3 5 split_gain=3.34278e+06 2.89195e+07 2.18902e+07 5.89571e+06 9.28318e+06 4.70734e+06 1.88224e+07 2.76974e+06 3.30227e+07 3.8909e+06 1.2454e+07 2.90195e+06 2.34863e+06 2.11402e+06 3.24309e+06 1.68496e+06 1.65229e+06 1.32137e+06 1.20681e+06 848831 776212 81583.6 threshold=2976.3936000000008 30.299500000000002 1461.4925000000003 2854.0889000000006 1538.3385000000001 2871.8940000000007 576.56500000000017 2725.8677800000005 240.87900000000005 1937.6795000000002 1561.8224400000001 26.307400000000005 222.489 1947.7010000000002 356.06250000000006 188.66375000000002 912.87025000000017 1619.4627500000004 2022.5000000000002 2022.5000000000002 511.93300000000005 166.61900000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 16 5 20 7 15 9 11 13 12 18 -11 17 -15 -7 19 -1 -9 -2 21 -5 right_child=1 -3 -4 4 -6 6 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.00022457205229443663 -1.2338196902689726 6.3567643127441409 -10.742423073263728 0.41308496246337889 -8.2047310014204555 0.07617064211103651 8.164166623283835 1.9375488743415248 13.175291257858277 1.0768240114520577 8.787338936215356 -3.2755281272199421 -2.731883490562439 -0.055887301365534471 3.6585902856588364 -3.4881000518798828 -2.9917419504236289 -0.91783189681684885 -1.2855325946353731 1.4830059260907382 -2.2260163995494016 -0.44380050849914554 leaf_weight=362381 23 35 34 25 22 36 34 26 20 85 21 36 20 57 40 21 27 157 21 23 23 20 leaf_count=362381 23 35 34 25 22 36 34 26 20 85 21 36 20 57 40 21 27 157 21 23 23 20 internal_value=0 -1.53381 -4.11484 0.000784733 -2.55835 0.00141931 2.27554 0.000848999 1.64046 0.00038346 1.75735 -1.13902 0.351356 -0.000227011 1.47586 -1.23698 -1.02802 -0.000621949 0.497449 0.124593 -0.731577 0.032247 internal_weight=0 142 107 363045 90 362955 91 362864 103 362761 126 83 105 362635 97 57 73 362538 47 46 68 45 internal_count=363187 142 107 363045 90 362955 91 362864 103 362761 126 83 105 362635 97 57 73 362538 47 46 68 45 is_linear=0 shrinkage=0.01 Tree=427 num_leaves=23 num_cat=0 split_feature=19 15 12 2 5 6 2 4 6 6 3 6 21 2 13 1 15 2 1 9 8 8 split_gain=6.28486e+06 1.27179e+07 9.73494e+06 2.10604e+07 5.58706e+06 4.34174e+07 9.8211e+06 4.78776e+07 8.50073e+06 5.43665e+06 1.46717e+07 2.05623e+06 8.57635e+06 3.12965e+06 1.83741e+06 1.80812e+06 1.72358e+06 4.39684e+06 1.34001e+06 1.17156e+06 830019 234638 threshold=3260.8512500000006 1582.5954300000001 3113.0710000000004 1827.1555000000001 2871.8940000000007 2976.3936000000008 2682.0900000000006 1888.1190000000004 60.407300000000006 1324.2200000000003 318.67100000000011 1937.6795000000002 123.84350000000002 1271.7445000000002 1175.575 860.12500000000011 1947.7010000000002 466.01190000000003 2781.5828000000006 309.41100000000012 32.975000000000009 1.6944999999999999 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 14 6 9 11 8 15 10 21 16 13 -13 20 -8 18 -18 -1 -10 -4 -6 right_child=1 -3 3 -5 5 -7 7 -9 19 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.00039061728901928702 -1.0178365229249 9.6807921714782719 -0.71654496752373553 -12.361310859680176 -0.3070515587750603 -13.906841375732423 1.1246231172349719 16.570190901983352 -4.9497688341140744 -3.3639421399434406 8.5842915980021157 -0.26135448669458361 7.2214382133483888 3.1755617181956768 -3.0296623066493442 4.3979635408189566 -0.014485692904545711 4.8512379396878753 -1.2207453176710341 -1.7565092517711498 2.0689307250976565 -1.672079239845276 leaf_weight=362404 25 20 23 20 34 25 45 21 20 24 24 154 20 32 21 27 65 26 90 27 20 20 leaf_count=362404 25 20 23 20 34 25 45 21 20 24 24 154 20 32 21 27 65 26 90 27 20 20 internal_value=0 3.73711 -0.00028019 -3.40418 0.000507363 -2.09657 0.00124119 2.64933 0.192705 0.798108 2.07874 0.000219301 0.99902 0.329943 -0.605075 2.35213 -0.00034816 1.37572 -0.000693607 -3.11534 0.579025 -0.812617 internal_weight=0 45 363142 84 363058 127 362931 140 119 102 78 362791 206 186 64 72 362585 91 362494 47 43 54 internal_count=363187 45 363142 84 363058 127 362931 140 119 102 78 362791 206 186 64 72 362585 91 362494 47 43 54 is_linear=0 shrinkage=0.01 Tree=428 num_leaves=22 num_cat=0 split_feature=19 16 13 7 5 6 2 4 6 0 7 7 8 16 5 16 0 1 0 1 8 split_gain=6.15979e+06 1.15144e+07 9.58189e+06 2.45197e+07 5.68894e+06 4.09899e+07 8.27727e+06 4.52786e+07 9.65008e+06 6.40974e+06 6.30656e+06 8.92696e+06 2.68203e+06 1.72483e+06 5.25443e+06 3.00514e+06 1.39174e+06 1.24285e+06 4.09662e+06 1.1007e+06 918623 threshold=3260.8512500000006 1927.9850000000004 3214.9168000000004 1306.1250000000002 2871.8940000000007 2976.3936000000008 2682.0900000000006 1888.1190000000004 60.407300000000006 1275.1415000000002 576.56500000000017 1538.3385000000001 271.4876000000001 1188.6000000000001 1312.9050000000002 1356.4225000000004 1117.6621800000003 2781.5828000000006 1117.6621800000003 631.04475000000014 1973.6620000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 12 6 10 13 8 9 -8 19 -12 -4 17 15 -15 -10 20 -19 -6 -1 right_child=1 -3 3 -5 5 -7 7 -9 16 -11 11 -13 -14 14 -16 -17 -18 18 -20 -21 -22 leaf_value=-0.00042375792236862362 -0.82464884967803953 9.3552226495742801 -1.729679880823408 -11.873328299522401 -0.21659285143802043 -13.052323532104493 0.53482326881558284 16.362034797668457 -1.9039908192897665 7.0991757002330962 8.3950349462599974 -0.94006485557556152 3.3243407049633209 2.2880145410129002 4.2940746583165348 -0.34788784572952675 -5.3329500188827517 0.44198708721995356 -3.8629334629603798 -3.0272476005554201 0.76466689361128848 leaf_weight=362272 25 20 21 24 38 27 51 20 29 21 21 20 21 56 37 190 20 60 35 22 157 leaf_count=362272 25 20 21 24 38 27 51 20 29 21 21 20 21 56 37 190 20 60 35 22 157 internal_value=0 3.69974 -0.000277388 -3.81018 0.000415177 -2.10741 0.00115854 2.42358 0.119702 2.44943 0.81846 3.84133 0.79733 0.000217098 0.780604 0.252155 -3.30357 -0.000392102 -1.14404 -1.24717 -9.23296e-05 internal_weight=0 45 363142 66 363076 128 362948 141 121 72 101 41 42 362807 283 246 49 362524 95 60 362429 internal_count=363187 45 363142 66 363076 128 362948 141 121 72 101 41 42 362807 283 246 49 362524 95 60 362429 is_linear=0 shrinkage=0.01 Tree=429 num_leaves=25 num_cat=0 split_feature=20 5 1 5 3 0 7 2 8 18 3 4 1 4 7 14 9 5 5 14 5 2 7 16 split_gain=2.97763e+06 2.20391e+07 6.24645e+06 4.47564e+07 4.2745e+07 2.59034e+07 6.84782e+06 4.26524e+06 1.96186e+06 1.63575e+07 9.8656e+06 4.7429e+06 4.47282e+06 1.69077e+06 1.38968e+06 982592 955803 1.78089e+06 2.73932e+06 1.10251e+06 883412 4.29837e+06 1.03502e+06 23891.5 threshold=1925.7125000000003 1016.9325000000002 2781.5828000000006 278.16000000000003 274.86025000000006 2778.6210000000005 998.30500000000018 49.227000000000011 1973.6620000000003 313.78700000000003 2725.8677800000005 727.60250000000008 155.59175000000002 1522.8167500000002 270.07350000000002 3182.0603000000006 1972.2770000000003 367.52900000000005 13.0815 784.87910000000022 553.36150000000009 1827.1555000000001 2822.9627650000007 0.72500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 8 4 7 6 -5 -4 15 10 11 12 -10 -13 23 16 20 18 -18 -19 22 -22 -1 -2 right_child=1 -3 3 5 -6 -7 -8 -9 9 -11 -12 13 -14 -15 -16 -17 17 19 -20 -21 21 -23 -24 -25 leaf_value=-0.00073632624020298081 0.16861443083394659 10.75465348016648 -2.7217888262465193 0.57585447742092999 16.281030601501467 -13.725351021506569 -6.2466266173124314 3.0100439548492433 0.66272583773106708 8.0840811160632544 -6.4011636803366923 -3.8430886502699417 5.1293191091475947 -0.24183853983879089 -3.2523212022781371 1.5872691516387158 -0.97148055900961672 -3.0498148485509358 3.1630509272488685 -0.18596514129638672 0.31058215744437045 -2.2507061491906644 -1.7455755929385917 -0.30294338180905295 leaf_weight=360637 22 21 37 31 20 33 28 20 81 28 22 22 31 32 20 39 59 41 22 20 1798 68 34 21 leaf_count=360637 22 21 37 31 20 33 28 20 81 28 22 22 31 32 20 39 59 41 22 20 1798 68 34 21 internal_value=0 1.88273 -0.000256262 -1.92234 3.7028 -6.63033 -2.66193 -0.710619 0.000638755 0.953387 -0.108631 0.725319 1.89902 -1.70901 -1.07458 7.13893e-05 -9.9287e-05 -0.820366 0.151479 -2.11085 0.000221998 0.217245 -0.00090081 -0.0616812 internal_weight=0 84 363103 169 77 92 59 57 362934 216 188 166 112 54 63 362718 362679 142 81 61 362537 1866 360671 43 internal_count=363187 84 363103 169 77 92 59 57 362934 216 188 166 112 54 63 362718 362679 142 81 61 362537 1866 360671 43 is_linear=0 shrinkage=0.01 Tree=430 num_leaves=36 num_cat=3 split_feature=0 4 2 3 26 3 3 5 18 12 2 1 6 7 4 25 7 3 3 24 3 15 0 7 1 15 0 11 1 26 25 0 3 9 17 split_gain=1.27652e+07 2.90359e+07 1.01962e+08 2.61942e+07 5.78665e+06 1.41347e+07 2.59653e+06 2.17702e+06 1.69799e+07 2.76478e+07 1.5823e+07 4.36343e+06 3.00402e+06 7.26315e+06 1.37432e+06 4.43206e+06 4.80869e+06 8.43918e+06 4.38876e+06 2.56529e+06 3.42512e+06 2.67013e+06 1.95854e+06 1.64196e+06 1.62844e+06 1.28674e+06 7.19738e+06 1.4208e+06 1.48451e+06 1.20834e+06 710771 2.84844e+06 725158 384730 83849.3 threshold=2778.6210000000005 2693.9010000000007 2682.0900000000006 1890.7105500000002 2022.5000000000002 26.141250000000007 149.268 1908.1960000000001 313.78700000000003 1132.9885000000002 2682.0900000000006 1892.2623000000001 1000.0509250000001 576.56500000000017 480.67500000000001 0 1538.3385000000001 1282.3492500000004 1890.7105500000002 1 888.08100000000013 549.30000000000018 1519.5755740000002 762.97500000000002 1256.4300000000001 1947.7010000000002 48.107660000000003 2105.5980000000004 114.39200000000001 2022.5000000000002 2 1117.6621800000003 2725.8677800000005 135.22032050000004 294.66625000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=7 3 -3 4 5 -2 -6 14 10 -10 11 12 13 -9 25 16 19 -18 22 20 -16 -21 24 -20 -17 27 34 30 33 -14 31 -1 -32 -29 -27 right_child=1 2 -4 -5 6 -7 -8 8 9 -11 -12 -13 29 -15 15 18 17 -19 23 21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 32 -33 -34 -35 -36 leaf_value=-0.13280510853493846 7.5254260097850452 -6.1230705369037128 22.78156724196214 -8.7766001176834116 -1.9110532188415528 -2.6134930305480957 2.1839756724039714 -0.19572560753025975 14.153095179018766 -1.7171295238676527 -7.3959819659480344 4.5858933485471285 -3.7631088692801344 5.9361299324035643 0.84866825794723799 -0.063106377798962582 0.76126048920970224 8.7864867560863491 -1.3150585155487062 0.38716360312151282 3.5705760618618561 -1.9331486755830269 -2.6124175157218144 -5.3186415929453714 1.6381645355992398 -0.17120821677721462 6.4630634946823129 -0.083920670747756956 -3.6687553062438965 -0.50928019409179692 -0.0020226338988019151 -3.1827151956865865 1.1789675092697143 -1.7347299938201906 -0.9433037246357312 leaf_weight=2511 44 23 26 26 32 20 30 99 23 21 27 26 21 24 265 1213 38 20 20 608 56 54 29 21 59 39 20 48 20 25 357767 31 52 20 22 leaf_count=2511 44 23 26 26 32 20 30 99 23 21 27 26 21 24 265 1213 38 20 20 608 56 54 29 21 59 39 20 48 20 25 357767 31 52 20 22 internal_value=0 2.51997 9.21408 0.361992 2.24773 4.35701 0.0704124 -0.000819238 0.903519 6.57867 -0.221285 0.772134 0.185402 1.00073 -0.00148208 0.237878 0.723608 3.52858 -0.143232 0.565468 1.28353 0.194949 -0.0427797 -3.36567 0.0158048 -0.00306418 1.25718 -0.00334738 -1.27384 -1.99472 -0.00303713 -0.169333 -0.00185095 -0.569453 -0.449669 internal_weight=0 201 49 152 126 64 62 363179 266 44 222 195 169 123 362913 2383 1041 58 1342 983 321 662 1301 41 1272 360530 81 360449 88 46 360361 2542 357819 68 61 internal_count=363380 201 49 152 126 64 62 363179 266 44 222 195 169 123 362913 2383 1041 58 1342 983 321 662 1301 41 1272 360530 81 360449 88 46 360361 2542 357819 68 61 cat_boundaries=0 7 8 12 cat_threshold=49152 1074037248 1576976 65537 17408 16384 132 341 1048576 0 0 272 is_linear=0 shrinkage=0.01 Tree=431 num_leaves=34 num_cat=1 split_feature=0 4 2 2 9 1 5 18 10 2 1 6 7 10 4 22 24 2 0 4 0 2 15 0 14 10 10 1 5 9 16 26 15 split_gain=1.25112e+07 2.84581e+07 9.99334e+07 1.63115e+07 7.1469e+06 6.61326e+06 2.1337e+06 1.6642e+07 2.74586e+07 1.55081e+07 4.2766e+06 2.94424e+06 7.11862e+06 1.591e+06 1.34697e+06 2.43066e+06 2.1572e+06 3.06805e+06 2.46921e+06 3.47687e+06 3.11867e+06 2.01686e+06 1.26113e+06 7.05415e+06 1.23805e+06 1.56793e+06 744406 2.9829e+06 791588 161071 83957.2 24989 18791 threshold=2778.6210000000005 2693.9010000000007 2682.0900000000006 1827.1555000000001 360.85390500000005 354.74564000000004 1908.1960000000001 313.78700000000003 517.51460000000009 2682.0900000000006 1892.2623000000001 1000.0509250000001 576.56500000000017 767.74042000000009 480.67500000000001 620.82500000000016 0 1827.1555000000001 1519.5755740000002 1888.1190000000004 887.79240000000016 86.817500000000024 1947.7010000000002 48.107660000000003 1929.7000000000003 767.74042000000009 1564.7167200000001 152.23550000000003 1561.8224400000001 7.7340000000000009 529.14120000000014 2022.5000000000002 2869.3449000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 5 31 14 9 -9 10 11 12 -8 -13 22 16 17 21 20 -20 -18 -16 24 30 26 29 28 -28 -1 -26 32 -2 -24 right_child=1 2 -4 -5 -6 -7 7 8 -10 -11 -12 13 -14 -15 15 -17 18 -19 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=-0.0029470822805246345 1.6268606054782868 -6.0618397828806998 22.553752664419321 -6.3881367954714543 -2.2951013592084251 7.0892966239683091 -0.19376836504900094 15.166612777709961 -0.69855818112691237 -7.3220220919008616 4.5400343770247238 -3.6058907435490535 5.87676851272583 0.14567215156555174 0.027731968801262323 -2.999637302523074 0.021033357738037179 4.1873307189941409 -0.3341993862087444 -4.9178446348853733 1.5685906381540367 1.1412240281356554 -0.39310643768310549 6.3984330902099611 -0.017165894640816585 -3.6747352571487428 0.15933169044224563 -2.9352953285394712 1.0605660940919603 -1.0884864485782126 -0.95718933150881813 1.2251300366719564 0.040379996538162238 leaf_weight=360144 32 23 26 29 30 31 99 20 24 27 26 26 24 20 307 23 1457 25 59 23 143 346 20 20 36 20 113 43 70 23 21 30 20 leaf_count=360144 32 23 26 29 30 31 99 20 24 27 26 26 24 20 307 23 1457 25 59 23 143 346 20 20 36 20 113 43 70 23 21 30 20 internal_value=0 2.49477 9.12194 0.358373 1.94901 3.31808 -0.000811046 0.894484 6.51288 -0.219072 0.764413 0.183548 0.990727 -1.97478 -0.00146726 0.235499 0.267028 0.73846 0.0721784 -1.61986 0.159346 0.617729 -0.00303354 1.24461 -0.00331391 -1.25504 -0.00303951 -0.693674 -0.00274041 -0.434799 -0.445172 1.43247 -0.176363 internal_weight=0 201 49 152 123 93 363179 266 44 222 195 169 123 46 362913 2383 2360 678 1682 82 1600 653 360530 81 360449 79 360370 156 360214 59 61 62 40 internal_count=363380 201 49 152 123 93 363179 266 44 222 195 169 123 46 362913 2383 2360 678 1682 82 1600 653 360530 81 360449 79 360370 156 360214 59 61 62 40 cat_boundaries=0 1 cat_threshold=337 is_linear=0 shrinkage=0.01 Tree=432 num_leaves=34 num_cat=4 split_feature=0 11 9 7 3 1 1 5 18 7 2 1 6 7 26 11 7 26 3 25 3 7 1 7 18 14 25 0 1 24 0 25 26 split_gain=1.22622e+07 2.16491e+07 2.80275e+07 9.98639e+07 3.84314e+07 1.97289e+07 1.74507e+07 2.09124e+06 1.63109e+07 2.61004e+07 1.51995e+07 4.19149e+06 2.88565e+06 6.97696e+06 1.79331e+06 1.23372e+06 2.21744e+06 1.16953e+06 1.08591e+06 4.0099e+06 5.06197e+06 6.95228e+06 6.7722e+06 3.39831e+06 3.185e+06 2.10786e+06 610942 1.77454e+06 1.34934e+06 626603 1.0226e+06 702113 289862 threshold=2778.6210000000005 3182.0603000000006 274.34750000000008 138.43000000000004 358.01332900000006 1892.2623000000001 354.74564000000004 1908.1960000000001 313.78700000000003 1306.1250000000002 2682.0900000000006 1892.2623000000001 1000.0509250000001 576.56500000000017 2022.5000000000002 3182.0603000000006 279.22250000000003 2022.5000000000002 297.12438000000003 0 1493.1141200000004 1538.3385000000001 1461.4925000000003 1131.6606400000003 1022.0625000000001 50.602350000000008 1 1117.6621800000003 1256.4300000000001 2 804.19674500000008 3 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 1 2 9 2 left_child=7 2 3 4 6 -4 14 15 10 -10 11 12 13 -9 -2 18 -17 -14 26 20 22 -22 -20 24 -21 -25 27 28 -1 30 -28 -31 -29 right_child=1 -3 5 -5 -6 -7 -8 8 9 -11 -12 -13 17 -15 -16 16 -18 -19 19 23 21 -23 -24 25 -26 -27 29 32 -30 31 -32 -33 -34 leaf_value=-0.047476722356741739 2.2990480572836738 12.34274146270752 0.40333342875203776 24.436630764007568 -9.5087602818806971 -11.978854619806464 10.696445864868165 -0.19183067195644246 -0.91165867349375851 14.508064382643926 -7.248802077019656 4.4946340964390679 -3.6947782026018419 5.8180010167757663 -1.3857719581604004 0.26768329927998208 -3.7810679515202841 -0.49363908538818357 0.20126790602878677 -0.031835235906733358 1.2907695356278848 7.0721575214465462 3.2825864817645103 -0.66348759429529314 -4.0416896991729736 -3.7717035560607912 -0.041989660721639094 -2.8943635567751795 2.1107172597687822 0.19082329551398605 -1.2609036451059839 0.0035331411324295947 -1.2309736347198486 leaf_weight=27549 28 20 31 20 30 22 25 99 23 21 27 26 21 24 25 31 24 25 1975 2069 156 24 74 48 20 40 27478 22 29 2005 69 301280 20 leaf_count=27549 28 20 31 20 30 22 25 99 23 21 27 26 21 24 25 31 24 25 1975 2069 156 24 74 48 20 40 27478 22 29 2005 69 301280 20 internal_value=0 2.46982 1.37889 3.91102 0.109976 -4.73644 3.80949 -0.000802935 0.885539 6.44775 -0.216882 0.756769 0.181713 0.980819 0.560925 -0.00145259 -1.49904 -1.95503 -0.00122559 0.15481 0.451767 2.06162 0.31255 -0.150625 -0.0702254 -2.07631 -0.00314353 -0.0483178 -0.0452072 0.000629348 -0.0450265 0.00477756 -2.10227 internal_weight=0 201 181 128 108 53 78 363179 266 44 222 195 169 123 53 362913 55 46 362858 4406 2229 180 2049 2177 2089 88 358452 27620 27578 330832 27547 303285 42 internal_count=363380 201 181 128 108 53 78 363179 266 44 222 195 169 123 53 362913 55 46 362858 4406 2229 180 2049 2177 2089 88 358452 27620 27578 330832 27547 303285 42 cat_boundaries=0 7 13 14 20 cat_threshold=2147840 142607424 134742357 1048576 8471808 16384 128 303038530 268570624 1631617024 561428 9962536 1346766849 128 0 4 0 4194304 34816 24640 is_linear=0 shrinkage=0.01 Tree=433 num_leaves=41 num_cat=4 split_feature=0 4 2 2 9 1 5 24 9 2 0 13 7 12 4 25 7 0 24 0 10 6 25 1 2 13 1 0 12 14 5 6 8 1 5 5 7 0 26 26 split_gain=1.20182e+07 2.7956e+07 9.7455e+07 1.59341e+07 6.84957e+06 6.34089e+06 2.04962e+06 1.22077e+07 2.86692e+07 9.92364e+06 3.06483e+06 2.42302e+06 6.46614e+06 1.51822e+06 1.31026e+06 4.36581e+06 4.68189e+06 4.36368e+06 2.68405e+06 2.58331e+06 2.20734e+06 2.14606e+06 1.38115e+06 2.72869e+06 1.81984e+06 986277 2.9604e+06 1.17046e+06 980299 969845 903311 1.26216e+06 751100 696021 695338 682316 669834 617754 92515.8 21550.7 threshold=2778.6210000000005 2693.9010000000007 2682.0900000000006 1827.1555000000001 360.85390500000005 354.74564000000004 1908.1960000000001 0 923.19600000000014 1827.1555000000001 561.94500000000005 4.7600710000000017 659.5150000000001 321.25325000000009 480.67500000000001 1 1538.3385000000001 531.22050000000013 2 1519.5755740000002 856.19400000000007 610.50250000000017 3 1256.4300000000001 1107.4580000000003 515.09000000000003 678.28840000000002 688.40820000000008 1017.6685000000001 3182.0603000000006 1561.8224400000001 127.16726600000003 1973.6620000000003 133.85250000000005 584.10300000000018 2871.8940000000007 420.97500000000008 591.40200000000016 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 5 39 14 8 10 11 35 12 38 -13 25 16 18 -18 21 22 -20 -16 24 -24 -17 29 28 36 37 30 32 -32 -1 -30 -21 -8 -28 -27 -9 -2 right_child=1 2 -4 -5 -6 -7 7 9 -10 -11 -12 13 -14 -15 15 19 17 -19 20 34 -22 -23 23 -25 -26 26 27 -29 33 -31 31 -33 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=-0.0026739041868655451 1.5742274522781372 -5.9807500582155981 22.277777921236481 -6.3403488675479229 -2.255103968938192 6.9328165534234811 -1.5884960336396188 -1.3173349154537375 12.558308490470605 -6.0183617471879529 3.7371997052972965 -3.4524846858070011 5.1405824352132869 -0.012971508141719934 0.98266183605397728 -0.38326508208674526 0.3219698025941849 5.8607436653700749 0.35724067101348039 -3.9298057670593263 -1.6667898378533832 3.2706034119923908 0.017770467948681253 2.470754641890526 -3.0708027931495954 0.037404702110044916 -0.53940965076287595 -3.4809110040375679 -0.62854605734348301 2.1999172484874725 0.22976834918177408 3.2705033988952636 0.92659582083252656 -2.7633244069417318 -1.3803154514146889 0.68506103862415657 -2.6807115772792272 -1.1683546617296008 -0.43622400870689981 1.2011568234761556 leaf_weight=359374 32 23 26 29 30 31 33 22 27 31 22 21 29 33 281 377 25 33 621 20 59 48 821 48 27 762 48 33 56 20 43 20 87 21 23 22 21 45 26 30 leaf_count=359374 32 23 26 29 30 31 33 22 27 31 22 21 29 33 281 377 25 33 621 20 59 48 821 48 27 762 48 33 56 20 43 20 87 21 23 22 21 45 26 30 internal_value=0 2.44512 9.01357 0.327658 1.89979 3.24008 -0.000794852 0.876684 3.36793 -0.876429 0.582719 0.273462 1.41239 -1.35056 -0.00143801 0.232277 0.703878 3.47334 0.551658 -0.154269 0.178994 1.27763 -0.0740117 0.15152 -0.549282 -0.0029828 -0.318822 -1.93193 -0.132695 -0.00211665 -0.00223915 1.19508 -0.00244899 -1.21076 -2.56612 -0.679073 -1.19111 -0.029831 -0.840067 1.39371 internal_weight=0 201 49 152 123 93 363179 266 104 162 77 131 77 54 362913 2383 1067 58 1009 1316 680 329 1273 869 404 360530 986 102 884 359544 359524 63 359461 77 43 55 69 807 48 62 internal_count=363380 201 49 152 123 93 363179 266 104 162 77 131 77 54 362913 2383 1067 58 1009 1316 680 329 1273 869 404 360530 986 102 884 359544 359524 63 359461 77 43 55 69 807 48 62 cat_boundaries=0 1 8 9 14 cat_threshold=2384 49152 1074037248 1576976 67174401 17408 16384 132 341 2157969412 4 67108928 1081081888 2048 is_linear=0 shrinkage=0.01 Tree=434 num_leaves=22 num_cat=0 split_feature=8 2 12 5 1 13 2 26 5 6 15 1 18 17 17 8 10 12 6 9 11 split_gain=9.47225e+06 6.27746e+07 5.84949e+06 1.35605e+07 4.44631e+06 2.29936e+07 1.03305e+07 4.90319e+06 4.06214e+06 2.76085e+06 1.76565e+06 2.99999e+06 2.82886e+06 1.67511e+06 1.51468e+06 1.64925e+06 1.11183e+06 1.0367e+06 1.02266e+06 984204 435446 threshold=2971.7767500000004 2682.0900000000006 3113.0710000000004 842.25950000000023 2781.5828000000006 312.11975000000007 1827.1555000000001 2022.5000000000002 584.10300000000018 1324.2200000000003 1947.7010000000002 733.85806350000018 833.30100000000004 3600.16113 2221.3567500000004 1973.6620000000003 246.87250000000003 414.53978000000001 187.99950000000001 85.335000000000022 195.48207000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 4 20 10 6 7 8 -6 17 13 12 16 14 15 -1 -12 -2 -16 -9 -4 right_child=1 -3 3 -5 5 -7 -8 19 -10 -11 11 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 leaf_value=-0.0012531523913995905 -1.2455983675850764 15.881592055729458 -0.91982259551063184 -9.8514524154663086 5.4989195230272081 9.8980571338108607 -4.9238357416788743 -2.3347005414962769 -0.1219742136001587 -4.0973420676818266 0.48363122780148582 4.6680874488467259 3.6640953227451871 2.6408867436647414 -0.38179058256603426 1.229002479763206 -2.1598548896496115 1.4723299905528193 -3.541390745162964 0.66894277381896972 1.0279087986187501 leaf_weight=362757 36 28 24 20 36 28 33 24 20 26 41 21 21 24 21 109 26 23 20 20 22 leaf_count=362757 36 28 24 20 36 28 33 24 20 26 41 21 21 24 21 109 26 23 20 20 22 internal_value=0 2.89536 -0.000347976 -2.97713 0.000192958 1.66166 -0.0723227 1.52868 3.49146 -1.38246 -0.000543863 1.272 0.461576 -0.000926051 -0.00110076 -0.0008836 -0.542199 -0.186067 -1.92306 -0.969408 0.0117011 internal_weight=0 113 363267 66 363201 161 133 100 56 85 363040 109 88 362931 362907 362866 67 59 41 44 46 internal_count=363380 113 363267 66 363201 161 133 100 56 85 363040 109 88 362931 362907 362866 67 59 41 44 46 is_linear=0 shrinkage=0.01 Tree=435 num_leaves=28 num_cat=3 split_feature=8 24 2 2 7 0 0 7 4 1 12 1 11 9 6 14 2 0 25 24 1 1 3 8 9 8 8 split_gain=4.46147e+06 2.96759e+07 1.25724e+08 3.74412e+07 1.18759e+07 4.5104e+07 5.19778e+06 2.28866e+07 3.85982e+07 9.14486e+06 4.12525e+06 6.73958e+06 2.90494e+06 8.09664e+06 2.79007e+06 1.47912e+06 2.31019e+06 1.19729e+06 2.76122e+06 4.22006e+06 2.09447e+06 1.18986e+06 1.47998e+06 959415 618166 615752 1043.84 threshold=1973.6620000000003 0 2682.0900000000006 2682.0900000000006 2822.9627650000007 1519.5755740000002 2778.6210000000005 149.17670000000001 1116.5450000000003 354.74564000000004 171.22386100000003 172.78275000000005 3182.0603000000006 6.4507500000000002 1324.2200000000003 147.57653000000002 210.00800000000001 3.3935000000000004 1 2 2781.5828000000006 2781.5828000000006 2725.8677800000005 2971.7767500000004 1135.3321000000003 2971.7767500000004 2971.7767500000004 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=4 3 10 14 6 15 12 8 9 -8 11 26 17 -14 24 16 -6 21 19 -19 -20 22 -1 -12 25 -2 -3 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 23 -13 13 -15 -16 -17 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.008181226023742964 2.6244394351590064 -0.20412038040161132 27.14948266165597 -14.596791370936803 0.82257958312152013 -16.878453389167785 0.092955268284059922 8.8036049509048464 -12.219588939493354 6.8628993046283719 -0.37409680643389304 6.7377821662209252 -1.8922788305282592 6.9980856536683591 -2.6191367590868913 2.3888582811355592 -3.4845682983398438 0.7599396009279008 0.014941271540430984 0.11740821382913307 -2.6734504462932716 1.8910071138145799 1.9919259488904799 -3.1046391383084386 -0.33248511791229246 0.37387080478668211 -0.10195166397094728 leaf_weight=314581 31 20 21 21 33 20 53 36 22 32 31 22 20 21 27 20 20 1210 40623 6385 29 33 37 22 20 20 20 leaf_count=314581 31 20 21 21 33 20 53 36 22 32 31 22 20 21 27 20 20 1210 40623 6385 29 33 37 22 20 20 20 internal_value=0 1.32269 4.33116 -2.28732 -0.000497717 -3.57353 0.000417481 1.90656 -0.41394 2.64164 0.540963 2.29209 -0.000333551 2.66132 0.117027 0.0716565 -0.802759 -0.000634263 0.0457517 0.220638 0.0130202 -0.00774685 -0.00794601 -1.50753 1.15754 1.74186 -0.153036 internal_weight=0 255 136 119 363175 93 363082 143 107 85 115 62 362939 41 98 73 53 362898 48247 7595 40652 314651 314618 53 71 51 40 internal_count=363430 255 136 119 363175 93 363082 143 107 85 115 62 362939 41 98 73 53 362898 48247 7595 40652 314651 314618 53 71 51 40 cat_boundaries=0 1 7 8 cat_threshold=1229 9486848 262656 80 4292608 8389249 4212802 18 is_linear=0 shrinkage=0.01 Tree=436 num_leaves=29 num_cat=1 split_feature=8 24 2 2 7 0 0 7 4 1 12 1 6 5 7 1 14 2 19 2 19 15 2 8 3 8 13 8 split_gain=4.37269e+06 2.90854e+07 1.23223e+08 3.66961e+07 1.16396e+07 4.42064e+07 5.09435e+06 2.24311e+07 3.78301e+07 8.96288e+06 4.04316e+06 6.60546e+06 2.73455e+06 2.43126e+06 2.23773e+07 1.73772e+06 1.44969e+06 2.26422e+06 1.30137e+06 2.53579e+06 2.26466e+06 5.87289e+06 1.31067e+06 940322 485457 1.24158e+06 174227 1023.07 threshold=1973.6620000000003 0 2682.0900000000006 2682.0900000000006 2822.9627650000007 1519.5755740000002 2778.6210000000005 149.17670000000001 1116.5450000000003 354.74564000000004 171.22386100000003 172.78275000000005 1324.2200000000003 2871.8940000000007 659.5150000000001 241.54760000000002 147.57653000000002 210.00800000000001 1916.2125000000003 170.26100000000005 1352.1000000000001 362.50000000000006 581.81775000000005 2971.7767500000004 571.90530000000001 2971.7767500000004 19.173750000000002 2971.7767500000004 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 10 12 6 16 13 8 9 -8 11 27 24 18 15 -15 17 -6 20 26 22 -22 -1 -12 25 -2 -20 -3 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 23 -13 -14 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.002151128840421544 3.3282614898681642 -0.20207912063598635 26.877988154093423 -14.450823473249164 0.81435390019055576 -16.709668329238891 0.092025780587826136 8.715569129224038 -12.097393185008658 6.7942702591419222 -0.37035580911943988 6.6704044758189811 -2.5929453881581623 -0.056452807562691831 10.339450856555594 -3.5500791529814406 2.364969702720642 -3.4497226448059082 0.15559331304148624 -4.3500517902374272 -0.6192670631408691 5.6548239856719968 0.25747445895467569 -3.0735927928577769 0.058122213070209205 -0.0012367748078845797 -0.8839898407459259 -0.100932186126709 leaf_weight=360755 24 20 21 21 33 20 53 36 22 32 31 22 27 35 22 24 20 20 38 20 37 25 1955 22 26 21 28 20 leaf_count=360755 24 20 21 21 33 20 53 36 22 32 31 22 27 35 22 24 20 20 38 20 37 25 1955 22 26 21 28 20 internal_value=0 1.30946 4.28785 -2.26444 -0.000492498 -3.53779 0.000413547 1.8875 -0.4098 2.61522 0.535553 2.26917 0.115857 -0.000329973 1.73198 -1.47759 0.07094 -0.794732 -0.000716673 -1.2307 -0.000425088 1.91061 -0.000751752 -1.49245 1.14596 1.7745 -0.285442 -0.151506 internal_weight=0 255 136 119 363175 93 363082 143 107 85 115 62 98 362939 81 59 73 53 362858 86 362772 62 362710 53 71 45 66 40 internal_count=363430 255 136 119 363175 93 363082 143 107 85 115 62 98 362939 81 59 73 53 362858 86 362772 62 362710 53 71 45 66 40 cat_boundaries=0 1 cat_threshold=1229 is_linear=0 shrinkage=0.01 Tree=437 num_leaves=25 num_cat=0 split_feature=17 2 2 18 13 3 0 0 4 6 4 3 15 18 2 6 3 10 0 7 3 10 7 13 split_gain=3.88451e+06 1.79349e+07 8.60504e+06 3.46214e+07 3.12392e+07 2.5805e+07 3.1756e+06 3.11923e+06 2.73575e+06 1.74261e+06 3.46624e+06 2.46362e+06 1.90271e+06 5.35904e+06 2.00499e+06 1.3957e+06 3.68563e+06 3.83867e+06 1.1681e+06 7.72391e+06 1.48819e+06 414463 255496 33605.4 threshold=2221.3567500000004 1468.575 2682.0900000000006 36.400375000000004 220.59600000000003 2725.8677800000005 412.19925000000006 688.40820000000008 137.52500000000001 2976.3936000000008 1116.5450000000003 72.012335000000022 1947.7010000000002 1128.2175000000002 522.27250000000015 610.50250000000017 2725.8677800000005 1935.1350000000002 2778.6210000000005 9.6081000000000021 2725.8677800000005 207.31714000000002 149.17670000000001 54.925500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 9 4 5 7 22 8 -4 12 11 -11 15 14 21 18 17 -17 20 -20 -1 -14 23 -2 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=-0.0019685589804254418 -0.15882001362740994 -9.3311412887573244 1.1852408947088779 13.649493667146436 10.727106032562256 -9.273510171175003 3.6423322078159881 3.3168003778708606 -3.3637693672180178 -1.6023946157882087 -4.5615567749023436 2.7336570110321041 -0.049919716715812683 6.0036083393096922 3.01913639831543 0.28977749458012475 -3.4305573048958413 3.6887418713289151 2.6448835006713871 -3.9793736059769338 1.4997766926794343 -1.7574318785894485 -1.6838394624536688 -0.69551966929435738 leaf_weight=361264 28 25 39 23 25 32 21 38 20 38 25 20 44 20 20 1461 26 34 75 23 66 21 22 20 leaf_count=361264 28 25 39 23 25 32 21 38 20 38 25 20 44 20 20 1461 26 34 75 23 66 21 22 20 internal_value=0 -1.82924 0.00100654 2.20537 0.496187 -1.48655 0.231727 1.08234 -0.356796 -6.79091e-05 -1.44888 -0.107204 0.000263312 1.34621 0.250355 -0.000126067 0.302162 0.367078 -0.00139819 1.09021 -0.00169425 -0.601577 -0.791455 -0.382445 internal_weight=0 116 363314 177 154 129 91 97 59 363137 83 58 363054 105 85 362949 1521 1495 361428 98 361330 65 70 48 internal_count=363430 116 363314 177 154 129 91 97 59 363137 83 58 363054 105 85 362949 1521 1495 361428 98 361330 65 70 48 is_linear=0 shrinkage=0.01 Tree=438 num_leaves=27 num_cat=2 split_feature=8 24 4 6 7 0 0 7 4 26 1 11 3 11 9 5 7 14 4 0 24 5 5 1 3 4 split_gain=4.27681e+06 2.84729e+07 9.53934e+07 3.02142e+07 1.14004e+07 4.32762e+07 4.97407e+06 2.20757e+07 3.68902e+07 8.81719e+06 1.07969e+07 4.15024e+06 3.61712e+06 2.82477e+06 7.87411e+06 2.63881e+06 1.61307e+06 1.41545e+06 1.36044e+06 1.16592e+06 1.99097e+06 4.21602e+06 4.1547e+06 1.168e+06 1.43815e+06 1.03699e+06 threshold=1973.6620000000003 0 2693.9010000000007 2976.3936000000008 2822.9627650000007 1519.5755740000002 2778.6210000000005 149.17670000000001 1116.5450000000003 2022.5000000000002 354.74564000000004 1670.1750000000002 411.39420000000001 3182.0603000000006 6.4507500000000002 1146.4585000000004 519.7600000000001 147.57653000000002 17.821000000000005 3.3935000000000004 1 1908.1960000000001 2871.8940000000007 2781.5828000000006 2725.8677800000005 334.05380000000002 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=4 3 11 15 6 17 13 8 9 10 -8 12 16 19 -15 25 -3 18 -6 23 21 -21 -22 24 -1 -2 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 22 -23 -24 -25 -26 -27 leaf_value=-0.0080733885375577335 0.39170280313491823 1.1600029053798941 21.381371939623797 -12.723774744116742 0.46119421409838124 -16.533809368133547 0.65417745655980608 8.6388364090522138 -11.955426819541238 -1.9023294534354376 9.4416249282271778 -3.7307407379150392 4.5360964492797855 -1.8662499401569366 6.9010949561709447 -2.1033220248752169 -2.2212143389383949 2.3360966491699218 -2.8440639311671259 -0.063486947291553811 0.07701856967221278 -3.8174471619327863 4.0011610225394918 1.8735877331459161 1.963562762286212 3.1804997024536137 leaf_weight=314581 40 43 27 23 33 20 29 36 22 29 27 20 25 20 21 36 21 20 20 10866 37324 30 27 33 37 20 leaf_count=314581 40 43 27 23 33 20 29 36 22 29 27 20 25 20 21 36 21 20 20 10866 37324 30 27 33 37 20 internal_value=0 1.29502 4.24191 -2.24099 -0.000490856 -3.50125 0.00040583 1.86508 -0.413943 2.57326 4.89098 0.385525 1.31053 -0.000328861 2.62434 0.0370678 0.050541 0.0693159 -0.786073 -0.000625395 0.0451489 -0.0737551 0.0798338 -0.0076442 -0.00784152 1.3213 internal_weight=0 255 136 119 363175 93 363082 143 107 85 56 109 89 362939 41 96 64 73 53 362898 48247 10896 37351 314651 314618 60 internal_count=363430 255 136 119 363175 93 363082 143 107 85 56 109 89 362939 41 96 64 73 53 362898 48247 10896 37351 314651 314618 60 cat_boundaries=0 1 2 cat_threshold=1229 2177 is_linear=0 shrinkage=0.01 Tree=439 num_leaves=29 num_cat=2 split_feature=8 24 2 2 4 5 12 1 12 1 11 5 5 0 3 1 3 3 26 9 0 24 1 1 4 3 26 8 split_gain=4.1917e+06 2.79063e+07 1.19778e+08 3.56268e+07 6.49532e+06 4.02649e+07 1.21621e+07 2.62142e+07 3.97468e+06 6.43381e+06 3.20993e+06 1.05318e+07 2.42052e+06 2.27998e+06 8.81578e+06 4.60306e+06 1.50744e+07 1.50786e+06 3.09574e+06 2.60938e+06 1.0568e+06 2.01265e+06 1.97138e+06 952521 754256 322945 892.669 477.724 threshold=1973.6620000000003 0 2682.0900000000006 2682.0900000000006 2693.9010000000007 1908.1960000000001 250.65000000000003 523.64669700000002 171.22386100000003 172.78275000000005 3182.0603000000006 218.04650000000001 1146.4585000000004 2778.6210000000005 1493.1141200000004 289.85000000000008 128.84440000000004 2725.8677800000005 2022.5000000000002 135.22032050000004 3.3935000000000004 1 2781.5828000000006 64.587000000000003 72.863750000000024 54.605550000000008 2022.5000000000002 2971.7767500000004 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=4 3 8 12 10 6 7 25 9 27 13 -12 24 17 15 26 -17 20 -19 -20 22 -22 -1 -10 -2 -6 -15 -3 right_child=1 2 -4 -5 5 -7 -8 -9 23 -11 11 -13 -14 14 -16 16 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.0077708411463945195 0.52544610926979463 -0.20675368881225586 26.469608902704149 -14.225037707374209 -0.36647512172830515 -13.3437121288593 -5.1279806518554691 12.544971328645945 0.078552634499289772 6.560496985695579 -1.2905003240190704 8.1421976919174206 -1.846968570006521 0.76080140636813254 -4.242314406270566 10.88443423878063 -0.96050225167047421 3.4615674975043853 -2.359009602410453 2.186791219296663 -0.076861140177016479 0.077674412032992329 2.5141185344419172 -2.6421619969029582 2.8521011924743651 -2.0182413727045061 0.83869674410138817 -0.13763609790802003 leaf_weight=314586 38 20 21 21 29 26 26 20 22 22 29 20 38 31 23 22 21 38 28 23 10880 37294 31 31 22 20 28 20 leaf_count=314586 38 20 21 21 29 26 26 20 22 22 29 20 38 31 23 22 21 38 28 23 10880 37294 31 31 22 20 28 20 internal_value=0 1.28207 4.19949 -2.21858 -0.000485947 -2.317 0.700835 2.8972 0.49795 2.21682 0.00028611 2.55958 0.127841 -5.93548e-05 1.35026 2.61133 5.0997 -0.000524494 1.30094 -0.308943 -0.000843769 0.042773 -0.00752235 -1.51281 1.37855 -1.04067 0.797769 -0.172195 internal_weight=0 255 136 119 363175 121 95 69 115 62 363054 49 98 363005 125 102 43 362880 89 51 362791 48174 314617 53 60 49 59 40 internal_count=363430 255 136 119 363175 121 95 69 115 62 363054 49 98 363005 125 102 43 362880 89 51 362791 48174 314617 53 60 49 59 40 cat_boundaries=0 1 2 cat_threshold=1229 2177 is_linear=0 shrinkage=0.01 Tree=440 num_leaves=28 num_cat=1 split_feature=3 16 12 9 7 4 3 12 5 5 17 3 10 9 10 6 14 19 3 10 2 25 0 0 2 9 2 split_gain=5.20696e+06 4.09402e+07 8.92175e+07 1.75197e+07 3.44933e+07 1.24555e+07 1.19314e+06 3.75975e+06 3.90671e+06 1.71604e+06 1.65973e+06 1.07981e+07 1.27399e+06 2.03004e+06 1.25257e+06 3.32876e+06 1.18373e+06 2.61216e+06 1.19346e+06 999954 911317 4.08982e+06 870529 704784 652434 625068 280147 threshold=2725.8677800000005 52.257449999999999 85.709000000000017 320.30100000000004 270.07350000000002 1522.8167500000002 1890.7105500000002 52.401500000000006 305.32623000000007 1312.9050000000002 1381.0875000000003 888.08100000000013 3056.7500000000005 923.19600000000014 1935.1350000000002 1000.0509250000001 53.405000000000008 27.983750000000004 358.01332900000006 397.30250000000007 14.222000000000001 0 2778.6210000000005 171.22315000000003 267.68250000000006 522.00500000000011 141.77045000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=6 2 3 4 5 26 10 8 24 -10 12 16 14 -14 20 25 17 -12 23 -9 22 -22 -1 -18 -8 -16 -2 right_child=1 -3 -4 -5 -6 -7 7 19 9 -11 11 -13 13 -15 15 -17 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.0052703335471061055 0.56571642355485396 -7.579123420715332 19.836365952985041 -8.3882602729797355 13.507312111377717 -8.0719372863769543 -0.61643162409464514 -1.1819210052490234 4.5454748171026056 0.54900406337919694 -0.37716805406050247 6.2380768144130707 0.15104099049287684 -3.5609064659705529 -0.43938820178692156 4.663329950968425 -0.70114400947303102 3.4694115495681763 -2.5634938370739975 -3.8740986406480942 1.0411382963789351 0.037214775790651508 -1.2411940604762028 1.4418856866019112 -2.8379351711273193 1.6408503160476684 2.1279831568400063 leaf_weight=329564 22 37 29 20 20 20 39 22 22 21 55 32 34 26 52 21 57 26 27 37 401 32320 57 21 20 20 24 leaf_count=329564 22 37 29 20 20 20 39 22 22 21 55 32 34 26 52 21 57 26 27 37 401 32320 57 21 20 20 24 internal_value=0 1.74004 4.29418 0.0420722 2.00261 -1.48366 -0.000288208 -0.860956 0.301274 2.59371 9.3823e-05 0.872381 -0.000430759 -1.45747 -0.000189551 1.1602 -0.0507499 0.857537 -0.751428 -2.87024 -0.000487381 0.0498475 -0.00548406 -0.124174 -1.36948 0.138456 1.38081 internal_weight=0 172 135 106 86 66 362874 161 102 43 362713 218 362495 60 362435 93 186 81 105 59 362342 32721 329621 78 59 72 46 internal_count=363046 172 135 106 86 66 362874 161 102 43 362713 218 362495 60 362435 93 186 81 105 59 362342 32721 329621 78 59 72 46 cat_boundaries=0 5 cat_threshold=2155872256 0 0 262144 128 is_linear=0 shrinkage=0.01 Tree=441 num_leaves=46 num_cat=11 split_feature=3 16 12 9 7 4 1 1 11 25 1 26 24 1 3 26 24 5 2 24 11 25 11 3 11 17 11 15 7 25 5 9 5 6 4 25 26 25 2 24 25 7 2 25 9 split_gain=5.10334e+06 4.01255e+07 8.74421e+07 1.71711e+07 3.38069e+07 1.22076e+07 1.61026e+06 1.28145e+06 3.68765e+06 3.71432e+06 1.35118e+07 4.4505e+06 5.8003e+06 3.00415e+06 2.14895e+06 3.017e+06 1.96243e+06 2.67338e+06 2.17509e+06 1.76545e+06 624872 3.18514e+06 3.46517e+07 2.16795e+06 2.57568e+06 1.00225e+06 1.9919e+06 1.46473e+06 827718 3.05262e+06 2.32326e+06 3.01194e+06 1.64422e+06 1.27359e+06 804461 770004 634348 1.53809e+06 1.71709e+06 1.70443e+06 996730 1.02873e+06 861728 482939 381806 threshold=2725.8677800000005 52.257449999999999 85.709000000000017 320.30100000000004 270.07350000000002 1522.8167500000002 112.13877900000001 270.00500000000005 3182.0603000000006 0 2781.5828000000006 2022.5000000000002 1 2781.5828000000006 1118.1025000000002 2022.5000000000002 2 1908.1960000000001 251.15409550000004 3 67.329000000000022 4 85.33120000000001 234.85310000000001 254.38525000000004 1381.0875000000003 420.87650000000008 1305.4625000000003 610.83000000000004 5 224.55750000000003 13.031650000000001 923.46450000000016 551.27100000000007 140.94445500000003 6 2022.5000000000002 7 1827.1555000000001 8 9 401.27229150000005 1107.4580000000003 10 213.86000000000004 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 1 2 2 1 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 9 2 1 9 2 2 9 2 left_child=7 2 3 4 5 6 -2 20 9 10 11 12 -9 16 15 -15 17 -11 -18 -13 28 22 -22 44 -25 27 -27 35 36 30 33 -32 43 -30 -29 -23 37 39 -39 -1 41 -38 -42 -31 -24 right_child=1 -3 -4 -5 -6 -7 -8 8 -10 13 -12 19 -14 14 -16 -17 18 -19 -20 -21 21 25 23 24 -26 26 -28 34 29 32 31 -33 -34 -35 -36 -37 40 38 -40 -41 42 -43 -44 -45 -46 leaf_value=0.46893122593722358 -0.27395379066467285 -7.5033322813704206 19.63800278828062 -8.3043775062561025 13.372239409089088 -7.9912177429199227 3.5002492152452471 3.0448840948401905 3.9086961467449481 -0.15150966537498986 7.590037132789349 0.45457263024036698 -0.097284037921264888 -2.743414331761802 -4.1743705383300789 1.092869248739103 0.050637718998179607 -2.8057461586976662 0.60095663692773316 -1.2139999697729946 13.514864920207433 0.17865873752324241 -0.15722529571164739 4.7059795093536376 -0.15307284673055013 3.8186855679466611 -0.018898007493270072 -0.52330263291635826 0.18002954615486993 0.67001118963318207 6.0111534674962366 0.94704732148543647 -2.8325538654327391 3.0325407762527465 -2.9619402011235554 -0.024377470946948612 0.039289096788844756 0.0036593180753360256 -2.2776334935968574 0.050508358920818647 -0.027906484848981249 1.253464963231768 -0.95190800421308763 -0.074793955402950807 -1.2328587487610905 leaf_weight=1475 26 37 29 20 20 20 20 112 26 1406 29 120 121 41 25 41 2362 39 1032 118 21 2938 132 20 24 21 38 31 72 102 24 23 20 20 24 5097 22304 173736 33 2853 147792 70 101 387 44 leaf_count=1475 26 37 29 20 20 20 20 112 26 1406 29 120 121 41 25 41 2362 39 1032 118 21 2938 132 20 24 21 38 31 72 102 24 23 20 20 24 5097 22304 173736 33 2853 147792 70 101 387 44 internal_value=0 1.72264 4.25124 0.0416516 1.98259 -1.46882 1.367 -0.000285029 0.151587 0.13365 0.946167 0.557185 1.53962 0.0494986 -1.60777 -0.825273 0.0862465 -0.221613 0.217331 -0.404612 -0.00261027 0.0826715 1.19226 0.0702105 2.05559 0.0483338 1.34702 0.0389223 -0.00466038 0.352407 1.60847 3.53297 -0.0217785 0.800141 -1.58744 0.0500548 -0.00532457 0.00786965 0.0032259 0.193861 -0.0191256 0.0430686 -0.0285356 0.0927363 -0.426134 internal_weight=0 172 135 106 86 66 46 362874 5472 5446 500 471 233 4946 107 82 4839 1445 3394 238 357402 8390 241 220 44 8149 59 8090 349012 648 139 47 509 92 55 8035 348364 178097 173769 4328 170267 22374 147893 489 176 internal_count=363046 172 135 106 86 66 46 362874 5472 5446 500 471 233 4946 107 82 4839 1445 3394 238 357402 8390 241 220 44 8149 59 8090 349012 648 139 47 509 92 55 8035 348364 178097 173769 4328 170267 22374 147893 489 176 cat_boundaries=0 5 6 7 8 9 13 20 27 28 35 39 cat_threshold=9453696 1082130944 67108928 262656 65536 668 2689 2227 9437184 32768 0 0 1073741824 344608 67405408 101192785 67141633 545329408 258 64 3221225472 4 65536 1073741872 8389137 24592 2 1031 606076928 18909216 8390660 40141570 1179808 4402244 128 2281701376 294976 256 2097152 is_linear=0 shrinkage=0.01 Tree=442 num_leaves=34 num_cat=2 split_feature=3 15 12 9 7 11 4 1 11 13 25 0 0 0 26 0 26 2 2 1 7 9 1 7 13 0 7 1 18 25 0 2 2 split_gain=5.00178e+06 2.81989e+07 9.09537e+07 1.4829e+07 2.22853e+07 1.35355e+07 7.60828e+06 1.25661e+06 3.61418e+06 4.55389e+06 5.98323e+06 3.33645e+07 4.3571e+06 4.29652e+06 3.29955e+06 2.85607e+06 2.87588e+06 2.63311e+06 1.92576e+06 1.56796e+06 1.65219e+06 1.18024e+06 959966 816649 734741 3.34768e+06 1.23289e+06 2.61078e+06 714834 601283 4.59264e+06 1.11049e+06 178538 threshold=2725.8677800000005 37.412250000000007 85.709000000000017 320.30100000000004 270.07350000000002 1230.4050000000002 588.42000000000019 270.00500000000005 3182.0603000000006 483.56250000000006 0 1884.2950000000003 2778.6210000000005 1519.5755740000002 2022.5000000000002 2778.6210000000005 2022.5000000000002 1827.1555000000001 354.40600000000001 523.64669700000002 2.1207000000000003 827.32299999999998 22.341000000000005 826.12250000000006 1063.1169900000002 531.22050000000013 302.8318000000001 119.45650000000002 3273.8635600000002 1 141.63500000000002 1827.1555000000001 13.7904 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=7 2 3 4 6 -3 22 15 9 10 11 14 18 19 -9 24 -17 21 -12 23 -21 -15 -2 -11 28 26 27 -26 29 30 -1 -31 -28 right_child=1 5 -4 -5 -6 -7 -8 8 -10 13 12 -13 -14 17 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 32 -29 -30 31 -32 -33 -34 leaf_value=0.12316148246533772 0.29123307364327566 -11.050278007870629 22.069330121097359 -7.6242186412811286 11.182850217819214 0.17380138397216796 -5.2147661560058589 1.5056623174879287 3.869609215076153 0.85574054610949979 0.029245838566231887 12.818994568188984 -3.2593897720387104 -0.10804610685868697 -0.29181615377492448 -3.8852397587424834 0.087781670706612719 -5.9853146011179152 0.52408453654615195 1.0368406809904638 -1.1897852744103521 -3.3478373763872229 3.3524574303328989 -0.96310132145881655 0.10325517086907454 3.7199770348647547 -0.55465631774493629 3.5367489481925962 1.7999103667519309 -0.0028165103145227017 4.8384996188770639 -0.99871967852115628 -1.6562756938319052 leaf_weight=338 21 21 23 20 20 22 25 225 26 108 3481 24 38 22 187 38 35 22 1016 39 229 23 20 32 194 29 28 25 22 356528 22 112 31 leaf_count=338 21 21 23 20 20 22 25 225 26 108 3481 24 38 22 187 38 35 22 1016 39 229 23 20 32 194 29 28 25 22 356528 22 112 31 internal_value=0 1.70541 4.04312 0.131778 1.9355 -5.30773 -0.866729 -0.000281226 0.150112 0.132354 0.221742 1.32704 0.112303 -0.803111 0.689817 -0.00258381 -1.98037 -3.15006 0.141044 -0.417704 -0.865761 -1.76394 1.78451 0.440005 -0.00217976 0.486823 0.149551 0.495207 -0.00260025 -0.00271133 0.400204 -0.00312918 -1.13347 internal_weight=0 172 129 106 86 43 66 362874 5472 5446 4971 436 4535 475 412 357402 73 67 4497 408 268 45 41 140 357329 307 278 219 357022 357000 360 356640 59 internal_count=363046 172 129 106 86 43 66 362874 5472 5446 4971 436 4535 475 412 357402 73 67 4497 408 268 45 41 140 357329 307 278 219 357022 357000 360 356640 59 cat_boundaries=0 4 10 cat_threshold=9453568 512 67108944 328192 0 0 0 0 128 16384 is_linear=0 shrinkage=0.01 Tree=443 num_leaves=37 num_cat=11 split_feature=3 16 12 9 7 4 1 1 11 25 0 0 2 26 24 0 26 24 25 0 9 24 11 25 11 3 25 0 19 7 25 7 24 26 24 25 split_gain=4.90224e+06 3.88194e+07 8.42807e+07 1.65348e+07 3.2635e+07 1.17997e+07 1.56088e+06 1.2316e+06 3.54226e+06 3.57975e+06 2.43312e+07 3.94687e+06 6.39181e+06 3.36693e+06 6.65076e+06 2.79923e+06 2.81865e+06 2.33579e+06 2.4516e+06 2.03256e+06 1.89416e+06 1.85161e+06 610194 3.32507e+06 3.51084e+07 1.42545e+06 886452 1.75963e+06 1.55438e+06 778997 2.25927e+06 2.26226e+06 926106 668215 1.39246e+06 991228 threshold=2725.8677800000005 52.257449999999999 85.709000000000017 320.30100000000004 270.07350000000002 1522.8167500000002 112.13877900000001 270.00500000000005 3182.0603000000006 0 1884.2950000000003 2778.6210000000005 723.85250000000008 2022.5000000000002 1 2778.6210000000005 2022.5000000000002 2 3 1884.2950000000003 258.57750000000004 4 70.690000000000012 5 90.003 234.85310000000001 6 428.67780000000005 260.36070000000001 401.27229150000005 7 1941.9625000000003 8 2022.5000000000002 9 10 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 1 9 2 2 1 2 9 2 2 9 2 2 2 9 2 1 2 1 9 left_child=7 2 3 4 5 6 -2 15 9 10 13 17 -13 14 -9 22 -17 19 -19 -11 -14 -15 29 24 -24 -26 28 -28 -25 33 31 -31 -32 34 -1 -35 right_child=1 -3 -4 -5 -6 -7 -8 8 -10 11 -12 12 20 21 -16 16 -18 18 -20 -21 -22 -23 23 26 25 -27 27 -29 -30 30 32 -33 -34 35 -36 -37 leaf_value=0.070482657766860662 -0.27130573272705077 -7.3862099595972008 19.281520895464666 -8.1472776489257814 13.137804744720459 -7.8562404632568361 3.4445731709003451 3.0924271683182036 3.8309131152813252 -0.18038523344197574 11.229774861769242 -7.1141491799354553 1.879013220128559 0.58743243821331714 -0.24570893198671476 -3.8463871985987614 0.086903787885393421 0.39160281751656195 -0.22921081453009248 -2.521431387600146 -2.4210605376362802 -1.1024666512516184 13.01782902966375 0.12686465256007901 -0.39338975137437293 1.6434227544207907 -0.0085149384053976283 -1.1173182997550515 1.249960775654763 0.71738662377993268 0.61321250898989643 4.1727746868133542 -0.20368516984908375 0.058703589091227366 -0.0041265136759752593 -0.026696276800028493 leaf_weight=30103 26 37 29 20 20 20 20 102 26 1544 22 20 21 112 132 38 35 2450 853 38 20 132 23 3308 171 43 4344 148 128 360 163 20 693 14887 147757 155181 leaf_count=30103 26 37 29 20 20 20 20 102 26 1544 22 20 21 112 132 38 35 2450 853 38 20 132 23 3308 171 43 4344 148 128 360 163 20 693 14887 147757 155181 internal_value=0 1.68836 4.17546 0.0426721 1.94731 -1.44375 1.34429 -0.000278413 0.14861 0.131031 0.928692 0.0484181 -2.47942 0.474012 1.33103 -0.00255797 -1.96056 0.0800829 0.23107 -0.235131 -0.218584 -0.347883 -0.00215797 0.0832969 1.22594 0.0158763 0.0475323 -0.0449471 0.168213 -0.00415628 0.246448 0.876191 -0.0428463 -0.00504654 0.0085049 -0.0192189 internal_weight=0 172 135 106 86 66 46 362874 5472 5446 500 4946 61 478 234 357402 73 4885 3303 1582 41 244 357329 8165 237 214 7928 4492 3436 349164 1236 380 856 347928 177860 170068 internal_count=363046 172 135 106 86 66 46 362874 5472 5446 500 4946 61 478 234 357402 73 4885 3303 1582 41 244 357329 8165 237 214 7928 4492 3436 349164 1236 380 856 347928 177860 170068 cat_boundaries=0 5 6 7 14 15 16 23 28 29 30 37 cat_threshold=9453696 1082130944 67108928 262656 65536 684 2720 2459140 134513664 134222096 1147142144 541085952 0 132 2355 9437184 377376 67143272 101192721 2214658049 545329408 258 64 2147516420 263232 0 1075838976 8393728 260 3 603979776 2131968 8388612 39846688 1179808 4402244 128 is_linear=0 shrinkage=0.01 Tree=444 num_leaves=27 num_cat=0 split_feature=1 5 0 7 5 10 13 0 6 18 5 5 8 4 0 2 2 5 10 6 7 14 1 26 7 7 split_gain=3.53218e+06 2.39239e+07 3.26148e+07 1.29121e+07 1.68909e+07 7.16681e+06 4.15355e+06 3.58512e+06 3.18096e+06 1.34885e+07 3.08051e+06 6.00401e+06 2.20217e+06 5.69936e+06 1.59569e+06 7.09875e+06 1.06277e+07 5.35509e+06 1.38735e+06 6.11529e+06 1.85685e+06 1.46882e+06 2.62557e+06 1.24433e+06 1.23694e+06 564641 threshold=2781.5828000000006 14.489570000000002 1884.2950000000003 270.07350000000002 2871.8940000000007 517.51460000000009 270.01250000000005 53.860000000000007 2976.3936000000008 18.132000000000001 1016.9325000000002 147.97662000000003 2971.7767500000004 1292.0010000000002 2778.6210000000005 26.254000000000001 486.17193650000007 670.57570000000021 1935.1350000000002 1136.6981000000003 262.51530500000007 1619.4627500000004 733.85806350000018 2022.5000000000002 610.83000000000004 55.071960000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 7 -3 5 -5 -6 -2 12 10 11 -10 14 25 18 23 -17 -18 21 20 -20 24 -23 -16 -1 -14 right_child=1 3 -4 4 6 -7 -8 -9 9 -11 -12 -13 13 -15 15 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.0010866019235653173 4.2121452364714251 -6.8750982224941257 15.699549774501634 0.51795159912109379 8.4877479438781727 -7.7531093077226112 2.0429475479125978 -1.1605383880050095 -0.94966221319304567 9.1284110698699958 -2.3250152125078087 5.8839204931259159 1.5960053291320802 -5.395879988736576 -5.1524353981018072 6.90109238760812 -4.8627573089599609 1.5601718044281006 0.79015777195969683 4.3728233444996372 -1.7924725515577529 -0.44250952329085425 -4.1780220222473146 -2.0197191692533947 0.30018167972564697 -0.5591353305693596 leaf_weight=360868 23 32 23 20 20 22 20 27 36 20 34 20 20 27 32 21 25 27 73 39 45 130 22 21 1368 31 leaf_count=360868 23 32 23 20 20 22 20 27 36 20 34 20 20 27 32 21 25 27 73 39 45 130 22 21 1368 31 internal_value=0 1.37452 5.84431 -1.48771 0.614689 -3.81451 5.26535 1.3109 -0.000190875 1.70008 0.0493339 1.4909 -0.000706463 -1.68079 -0.000345126 -1.1255 0.896968 -1.52777 4.59152e-05 0.939875 -0.194744 -0.000361254 -0.983176 -3.91117 5.11508e-05 0.286018 internal_weight=0 187 73 114 82 42 40 50 362859 110 90 56 362749 78 362671 126 73 52 362545 157 118 362388 152 53 362236 51 internal_count=363046 187 73 114 82 42 40 50 362859 110 90 56 362749 78 362671 126 73 52 362545 157 118 362388 152 53 362236 51 is_linear=0 shrinkage=0.01 Tree=445 num_leaves=19 num_cat=0 split_feature=19 10 16 3 7 3 4 3 4 1 15 26 8 8 15 6 4 9 split_gain=5.84011e+06 1.02184e+07 1.00265e+07 1.72011e+07 5.09884e+06 3.00276e+07 6.0749e+06 4.37323e+06 1.07196e+07 1.65475e+06 3.35694e+06 3.09819e+06 1.42227e+06 857206 1.57271e+06 845942 666713 641166 threshold=3260.8512500000006 220.89625000000004 3006.0949125000006 392.12500000000006 2822.9627650000007 2725.8677800000005 974.87180000000001 2725.8677800000005 1888.1190000000004 354.74564000000004 1947.7010000000002 2022.5000000000002 44.996000000000009 118.73000000000002 933.03750000000002 368.02500000000003 30.733578000000005 375.64974000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 7 6 15 9 12 13 11 -11 16 17 -15 -6 -9 -1 right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 leaf_value=-0.0033024852970774694 -0.97255425054918632 8.9036615543365478 -0.20536967045382451 -11.662746328353883 -0.015959322529454385 9.740220428572762 -4.1653378468590816 0.016811210120596536 -6.8562857460975648 0.46094799430970634 3.3312987894170427 -0.093067259378964207 -1.6980965883303913 0.12996892432702153 -1.0701272533176183 2.4847608598073325 2.2438479614257814 0.24151783682315681 leaf_weight=351317 22 20 38 20 31 36 37 41 32 1962 34 2079 39 6727 111 24 20 1073 leaf_count=351317 22 20 38 20 31 36 37 41 32 1962 34 2079 39 6727 111 24 20 1073 internal_value=0 3.73041 0.00124623 -4.15619 0.00190947 1.99742 -1.03237 0.00120666 -1.81864 0.00186787 0.202247 0.17592 -0.206595 -0.000405185 0.110488 1.07526 0.746987 -0.00255703 internal_weight=0 42 363621 58 363563 128 92 363435 132 363303 4075 4041 100 359228 6838 55 61 352390 internal_count=363663 42 363621 58 363563 128 92 363435 132 363303 4075 4041 100 359228 6838 55 61 352390 is_linear=0 shrinkage=0.01 Tree=446 num_leaves=23 num_cat=1 split_feature=19 14 17 4 9 2 2 4 6 8 3 0 13 1 3 4 4 25 5 11 5 3 split_gain=5.72389e+06 9.86174e+06 9.12355e+06 2.21911e+07 5.93326e+06 6.49665e+07 7.02481e+06 1.16519e+07 6.82238e+06 5.65166e+06 4.23097e+06 4.0638e+06 7.47168e+06 4.77316e+06 2.05422e+06 1.84904e+06 1.21772e+06 3.6097e+06 1.84791e+06 1.01337e+06 932965 376721 threshold=3260.8512500000006 784.87910000000022 2221.3567500000004 1522.8167500000002 2854.0889000000006 2682.0900000000006 2682.0900000000006 1292.0010000000002 1000.0509250000001 271.4876000000001 815.10500000000013 2778.6210000000005 23.508500000000002 354.74564000000004 1118.1025000000002 93.591000000000008 508.93250000000006 0 1908.1960000000001 686.06975000000011 584.10300000000018 1.2817700000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=2 -2 4 19 6 8 11 10 20 -9 15 16 13 -13 -10 -8 18 -18 -1 21 -6 -4 right_child=1 -3 3 -5 5 -7 7 9 14 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.00025757487732431443 -0.92704542172226045 8.7752633705139154 -0.39548943748323445 -11.408671138882637 2.094359655380249 18.654197589874268 -0.46138074351292035 -2.8445722034999301 -2.0517348442077639 -9.3860661766052242 2.9289584892795935 1.0411832821753717 -3.5417788313735619 5.2926612895468006 -6.5840846862792972 -3.9870757911318822 1.0015918211827901 0.025123189150779837 1.235746708093596 1.3724440113703409 -0.61311832427978519 -2.1924405670166016 leaf_weight=360739 22 20 28 24 35 20 51 28 20 25 31 62 22 46 20 21 471 1793 121 24 20 20 leaf_count=360739 22 20 28 24 35 20 51 28 20 25 31 62 22 46 20 21 471 1793 121 24 20 20 internal_value=0 3.6931 0.00123376 -3.08117 0.00204777 2.27311 0.0013291 -2.12026 -1.17554 -5.93018 -0.159818 0.00224022 1.76997 2.852 -4.31791 -1.48971 0.00160736 0.232802 0.00015687 -0.305331 1.10982 -1.14422 internal_weight=0 42 363621 96 363525 115 363410 156 95 53 103 363254 130 108 40 72 363124 2264 360860 72 55 48 internal_count=363663 42 363621 96 363525 115 363410 156 95 53 103 363254 130 108 40 72 363124 2264 360860 72 55 48 cat_boundaries=0 7 cat_threshold=135282688 1074102784 1572864 1 21504 0 128 is_linear=0 shrinkage=0.01 Tree=447 num_leaves=28 num_cat=5 split_feature=7 6 12 2 2 4 0 26 2 9 10 0 6 2 25 24 0 21 5 12 0 2 24 25 0 24 0 split_gain=4.81184e+06 3.74783e+07 6.13274e+07 1.07814e+07 8.73772e+06 3.31414e+07 4.198e+06 5.42524e+06 1.25846e+07 4.95906e+06 3.58045e+06 3.8564e+06 2.3508e+06 993304 2.11068e+06 2.65021e+06 6.22171e+06 1.85997e+06 2.02015e+06 1.20332e+06 1.02316e+06 1.76381e+06 1.52621e+06 965694 2.56157e+06 700687 293618 threshold=2822.9627650000007 2976.3936000000008 150.96810000000002 784.03650000000005 2682.0900000000006 2693.9010000000007 2778.6210000000005 2022.5000000000002 44.728500000000004 26.827014000000002 599.29360000000008 688.40820000000008 698.40204000000006 174.08000000000001 0 1 531.22050000000013 942.90000000000009 2871.8940000000007 707.90250000000015 1275.1415000000002 98.583000000000013 2 3 65.403650000000013 4 53.860000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 1 9 2 1 2 left_child=4 3 -3 12 6 10 13 8 -8 -9 11 26 -2 20 15 16 -15 18 -16 -17 23 22 -22 24 -1 -25 -6 right_child=1 2 -4 -5 5 -7 7 9 -10 -11 -12 -13 -14 14 17 19 -18 -19 -20 -21 21 -23 -24 25 -26 -27 -28 leaf_value=0.096290569867125225 -0.41136602315035731 -3.1536999893188478 20.789514782117763 -5.8800851800706653 -0.56205646948380905 -14.060363794962566 7.9289502650669652 -3.362832436397158 -0.67866691473758578 2.2290339073453631 -3.425437104292214 3.1487759101390838 3.5921539024873215 0.78753371380481063 0.05067883641241698 0.23531116822465734 4.9728619565963745 -2.477207420118924 3.0193583409682567 -2.0036246599197387 0.50784192047948429 -3.4091113917032878 -1.0582556145157376 -0.022549957621964087 1.2682296178292256 0.0074527172782293399 -2.0233583955764773 leaf_weight=3851 44 20 23 36 44 21 35 29 33 35 32 34 22 317 6783 603 40 29 23 25 105 21 131 116470 196 234641 20 leaf_count=3851 44 20 23 36 44 21 35 29 33 35 32 34 22 317 6783 603 40 29 23 25 105 21 131 116470 196 234641 20 internal_value=0 1.82296 9.65314 -1.478 0.000917338 -2.40411 0.00191677 1.78493 3.75172 -0.304781 -0.521179 0.42715 0.923141 0.00126882 0.112753 0.54308 1.22224 0.0498701 0.0607111 0.14389 -0.0011841 -0.63192 -0.384798 -0.000727686 0.152671 -0.00250008 -1.01871 internal_weight=0 145 43 102 363518 151 363367 132 68 64 130 98 66 363235 7820 985 357 6835 6806 628 355415 257 236 355158 4047 351111 64 internal_count=363663 145 43 102 363518 151 363367 132 68 64 130 98 66 363235 7820 985 357 6835 6806 628 355415 257 236 355158 4047 351111 64 cat_boundaries=0 6 7 8 14 15 cat_threshold=69484544 263744 16 262145 0 16384 2100 1125 0 0 64 4259840 2177 24576 2696 is_linear=0 shrinkage=0.01 Tree=448 num_leaves=21 num_cat=1 split_feature=19 10 16 3 7 2 4 2 4 0 26 2 9 9 3 5 2 2 25 0 split_gain=5.52933e+06 9.79461e+06 9.77733e+06 1.67671e+07 4.91463e+06 3.12675e+07 7.54623e+06 7.26931e+06 1.35703e+07 4.62797e+06 4.7524e+06 1.23342e+07 5.48673e+06 4.08244e+06 3.2055e+06 1.5472e+06 1.10701e+06 1.02915e+06 3.43401e+06 1.34554e+06 threshold=3260.8512500000006 220.89625000000004 3006.0949125000006 392.12500000000006 2822.9627650000007 2682.0900000000006 2693.9010000000007 2682.0900000000006 1888.1190000000004 2778.6210000000005 2022.5000000000002 44.728500000000004 26.827014000000002 923.19600000000014 815.10500000000013 492.24500000000006 17.831000000000003 581.81775000000005 0 1275.1415000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 left_child=2 -2 4 -4 7 6 15 9 13 17 11 -11 -12 14 -9 16 -6 19 -19 -1 right_child=1 -3 3 -5 5 -7 -8 8 -10 10 12 -13 -14 -15 -16 -17 -18 18 -20 -21 leaf_value=0.00076839678305421735 -0.97460547057065106 8.6946222515106211 -0.20358373108663055 -11.515511962890626 0.86701883462759177 10.893931957244872 -6.2536215286254881 -0.96611077267190681 -8.224706526120503 7.8496610815865653 -3.3919373934609549 -0.67188028046579074 2.5857629736732037 -4.7894100158214572 3.0981057778111212 2.3657416460590976 -2.2199265498206731 1.4014329141593194 0.079243622020601409 -0.60836741030052022 leaf_weight=360842 22 20 38 20 26 30 20 69 30 35 28 33 34 20 27 31 21 212 1742 363 leaf_count=360842 22 20 38 20 26 30 20 69 30 35 28 33 34 20 27 31 21 212 1742 363 internal_value=0 3.62979 0.00120816 -4.10425 0.00186311 1.961 -0.773576 0.00117311 -2.22974 0.00206968 1.88852 3.71421 -0.113844 -0.679319 0.17695 0.631564 -0.512255 0.00139439 0.230273 0.000156234 internal_weight=0 42 363621 58 363563 128 98 363435 146 363289 130 68 62 116 96 78 47 363159 1954 361205 internal_count=363663 42 363621 58 363563 128 98 363435 146 363289 130 68 62 116 96 78 47 363159 1954 361205 cat_boundaries=0 7 cat_threshold=278528 134219268 1048576 1048576 0 0 128 is_linear=0 shrinkage=0.01 Tree=449 num_leaves=20 num_cat=1 split_feature=19 10 16 17 7 2 4 2 0 0 13 1 4 0 5 1 25 2 2 split_gain=5.4193e+06 9.59969e+06 9.58276e+06 1.63474e+07 4.81683e+06 3.06453e+07 7.39606e+06 7.12465e+06 1.34669e+07 4.53587e+06 4.89749e+06 5.70157e+06 4.34669e+06 2.99709e+06 1.51641e+06 1.12441e+06 6.73269e+06 1.09211e+06 1.08498e+06 threshold=3260.8512500000006 220.89625000000004 3006.0949125000006 1179.9325000000001 2822.9627650000007 2682.0900000000006 2693.9010000000007 2682.0900000000006 2778.6210000000005 2778.6210000000005 23.508500000000002 354.74564000000004 1522.8167500000002 688.40820000000008 492.24500000000006 786.89439000000004 0 1827.1555000000001 17.831000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=2 -2 4 -4 7 6 14 9 12 15 11 -11 13 -9 18 17 -17 -1 -6 right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 leaf_value=1.5303283532758421e-05 -0.9648594085872173 8.6076758728027354 0.24047000660215104 -10.612278328771177 0.85834854859572196 10.784993420918784 -6.1910852212905887 -1.1341998066119294 -9.2308099157913883 0.98754577636718754 -1.8349192360336226 5.8300648841857914 -4.6160738105773929 2.6262934737051689 2.3420842841363725 1.7458897355929424 -0.051885938247401578 1.040016288898959 -2.19772728238787 leaf_weight=361707 22 20 35 23 26 30 20 67 23 62 28 40 25 31 31 247 1104 101 21 leaf_count=361707 22 20 35 23 26 30 20 67 23 62 28 40 25 31 31 247 1104 101 21 internal_value=0 3.59349 0.00119649 -4.06321 0.00184489 1.94139 -0.76584 0.00116179 -2.20744 0.00204939 1.86964 2.88657 -0.894131 0.055344 0.625249 0.00138085 0.289336 0.000305623 -0.507132 internal_weight=0 42 363621 58 363563 128 98 363435 146 363289 130 102 123 98 78 363159 1351 361808 47 internal_count=363663 42 363621 58 363563 128 98 363435 146 363289 130 102 123 98 78 363159 1351 361808 47 cat_boundaries=0 7 cat_threshold=3145728 0 64 1073741824 16384 0 128 is_linear=0 shrinkage=0.01 Tree=450 num_leaves=30 num_cat=1 split_feature=25 0 0 2 2 4 11 9 17 5 4 3 4 2 7 0 2 0 4 4 26 10 5 12 0 0 15 7 6 split_gain=3.51286e+06 2.60619e+08 3.2073e+07 1.5867e+08 7.21456e+06 1.70691e+07 4.22021e+06 4.1436e+06 1.1744e+07 4.93932e+06 4.64425e+06 7.71371e+06 4.08704e+06 3.12398e+06 3.04326e+06 2.0763e+06 5.43992e+06 5.93078e+06 2.61971e+06 1.58601e+06 1.40766e+06 1.36852e+06 2.84356e+06 981459 763620 912936 744784 343550 327450 threshold=0 2778.6210000000005 2778.6210000000005 2682.0900000000006 26.254000000000001 537.37500000000011 3182.0603000000006 2854.0889000000006 86.586000000000013 842.25950000000023 2693.9010000000007 1890.7105500000002 862.3225000000001 1107.4580000000003 1538.3385000000001 591.40200000000016 873.09500000000014 1275.1415000000002 21.974500000000003 1116.5450000000003 2022.5000000000002 1935.1350000000002 584.10300000000018 195.11325000000002 286.09000000000009 137.52300000000002 1141.8240000000003 262.51530500000007 59.243000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 6 4 20 -6 7 10 9 -9 21 23 27 -7 15 19 17 18 -17 24 -4 26 -23 -12 25 -1 -2 -8 -26 right_child=2 -3 3 -5 5 13 12 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 28 -27 -28 -29 -30 leaf_value=-0.047557040198837906 -0.0024035047441022406 29.668910344441734 -4.6067455426384418 -30.83935527563095 7.9503102918771598 -5.1004609184265135 -1.6485253190994262 2.3901389625668528 8.1270980405807496 -3.542201596069336 -0.05956372373459632 -7.7086458282470698 -6.3053666324615483 0.0018067738215128582 -3.3243967861599391 4.3035964996337892 5.9806339009602869 -4.4609032669067386 0.13552736985056024 2.661589010412043 -1.4809110759735109 0.066325443381130111 3.1624200085231235 -2.4702209699898958 -1.8593664037436248 1.0274781115462139 -0.5337433540685611 0.094774731636047368 -0.25233010973249159 leaf_weight=2155 360325 30 34 20 26 20 26 32 24 25 57 20 20 30 27 25 21 20 38 22 25 101 42 24 32 82 264 20 21 leaf_count=2155 360325 30 34 20 26 20 26 32 24 25 57 20 20 30 27 25 21 20 38 22 25 101 42 24 32 82 264 20 21 internal_value=0 0.372512 -0.00491233 -4.55281 -0.658512 1.37833 -0.00295966 -0.00249728 2.25901 -0.211765 -0.00300495 -2.14706 -2.53142 -2.0391 0.0142778 0.0515891 1.4338 0.283396 1.78952 -0.0105865 -3.28224 -0.00240464 0.975668 -0.773833 -0.036258 -0.0081503 -0.00279252 -0.890569 -1.22262 internal_weight=0 2473 361135 155 135 76 360980 360914 81 57 360833 101 66 50 2443 2416 104 83 63 2312 59 360732 143 81 2290 2237 360589 46 53 internal_count=363608 2473 361135 155 135 76 360980 360914 81 57 360833 101 66 50 2443 2416 104 83 63 2312 59 360732 143 81 2290 2237 360589 46 53 cat_boundaries=0 5 cat_threshold=1048576 0 0 0 128 is_linear=0 shrinkage=0.01 Tree=451 num_leaves=30 num_cat=1 split_feature=17 4 19 6 12 1 4 2 0 9 1 14 2 1 2 22 0 11 1 0 2 25 26 0 6 20 2 26 17 split_gain=3.47522e+06 6.28285e+06 1.19846e+07 3.59134e+06 2.64087e+07 7.28921e+06 2.96913e+06 1.03095e+07 5.84421e+06 1.23095e+07 7.14448e+06 4.3996e+06 4.33058e+06 4.14939e+06 3.3801e+06 1.13872e+06 1.57146e+06 890379 1.42329e+06 1.03954e+06 922297 3.52306e+06 641248 518799 393156 166267 130123 100183 5921.89 threshold=1623.3237500000002 974.87180000000001 137.65125000000003 2976.3936000000008 150.96810000000002 733.85806350000018 2693.9010000000007 193.49000000000004 2778.6210000000005 347.47000000000003 354.74564000000004 239.21500000000003 1827.1555000000001 5.8897500000000003 967.39580000000012 8.2462500000000016 497.59550000000002 1670.1750000000002 962.58510000000012 887.79240000000016 581.81775000000005 0 2022.5000000000002 412.19925000000006 229.00250000000003 26.173750000000005 0.76250000000000007 2022.5000000000002 2221.3567500000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=3 15 -3 6 5 26 8 13 17 10 27 12 -9 -8 -12 16 24 20 23 -20 22 -22 -1 -19 25 28 -5 -10 -2 right_child=1 2 -4 4 -6 -7 7 11 9 -11 14 -13 -14 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.010158595820699497 -0.48971007943153383 -10.408237096309662 -0.27290954385484972 1.7984779170013609 9.4222053670883188 -5.1510074147870464 -0.2983575773239136 -3.163607853614923 1.8267214191321171 -4.8088475104740693 9.632379967825754 -0.11743435599587181 -8.9726353354681105 5.4419419957995414 3.8881433773040772 -2.4136727695465088 2.7101182689666747 -0.52189715057373054 -3.7249249139039415 -0.64760599090939486 0.83609599712390248 -0.079359193332266154 -0.016498464118678353 0.87127081478343282 -1.6339916763305664 0.72857709646224977 0.6852559972944714 1.021087858265844 -0.25493961375384105 leaf_weight=180529 22 20 28 21 32 31 34 33 33 21 21 22 21 20 20 20 20 125 23 21 611 1302 180433 34 20 20 21 29 21 leaf_count=180529 22 20 28 21 32 31 34 33 33 21 21 22 21 20 20 20 20 125 23 21 611 1302 180433 34 20 20 21 29 21 internal_value=0 -1.42756 -4.49596 -0.00164131 1.8475 -1.47292 -0.0021757 -1.51318 -0.00163487 2.16895 3.59161 -3.88695 -5.42267 1.82768 6.83031 -0.230136 0.193852 -0.00237617 -0.664468 -2.2562 -0.00200579 0.216987 -0.00316639 -0.223987 -0.412478 -0.0246954 1.24187 1.44989 -0.375055 internal_weight=0 171 48 363437 105 73 363332 130 363202 124 103 76 54 54 41 123 103 363078 203 44 362875 1913 360962 159 83 63 42 62 43 internal_count=363608 171 48 363437 105 73 363332 130 363202 124 103 76 54 54 41 123 103 363078 203 44 362875 1913 360962 159 83 63 42 62 43 cat_boundaries=0 7 cat_threshold=2148549632 134480900 1048848 1114112 4211712 0 128 is_linear=0 shrinkage=0.01 Tree=452 num_leaves=29 num_cat=3 split_feature=25 1 1 3 0 6 3 4 8 0 11 3 0 6 3 3 4 1 8 24 0 24 8 1 14 3 4 0 split_gain=3.43676e+06 2.77601e+08 4.92508e+07 1.4738e+08 4.72657e+06 3.25293e+06 1.64159e+07 4.22945e+06 4.16017e+06 3.49611e+06 3.03669e+06 2.81035e+06 3.54134e+06 1.02003e+07 2.75847e+06 6.42029e+06 1.65386e+06 1.44809e+06 1.18365e+06 1.12168e+06 819915 8.11275e+06 6.30563e+06 1.34646e+06 933756 1.64732e+06 1.02917e+06 158373 threshold=0 2781.5828000000006 2781.5828000000006 2725.8677800000005 1884.2950000000003 2976.3936000000008 1493.1141200000004 2693.9010000000007 553.29950000000008 1117.6621800000003 577.50480000000005 1890.7105500000002 1117.6621800000003 6.179850000000001 815.10500000000013 92.623500000000021 1292.0010000000002 860.12500000000011 42.755925000000005 1 1275.1415000000002 2 1350.3896175000002 860.12500000000011 1929.7000000000003 428.36700000000008 480.67500000000001 53.860000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 left_child=1 11 5 4 14 7 8 20 -7 18 -11 12 16 -14 15 27 17 19 -9 -1 24 23 -23 -22 26 -26 -2 -4 right_child=2 -3 3 -5 -6 6 -8 9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 leaf_value=0.7170711070328083 -0.0039019095518810364 32.873364586463339 -0.66285968820254015 -27.898244512939456 -4.4820880553301645 1.3211029263719534 9.3864439444108445 -1.8681623593354837 -4.0412494568202808 -7.0603716430664063 -1.5497572631835936 -3.454481494737708 7.290277671813965 -2.2529994655790784 -3.1058915710449218 5.3434864182905724 2.8685753650665284 -1.9555546838986246 0.62864508680395181 -0.055624595494648606 -0.67807757141797442 0.90882506059563684 5.4369866573109347 -2.4739679924647011 -0.20237096519697281 -2.9666947529233734 0.22178768108881219 -1.8374935323541814 leaf_weight=196 358046 26 24 25 34 39 22 39 23 20 20 23 24 21 23 22 20 38 37 2125 184 322 34 54 84 29 2032 22 leaf_count=196 358046 26 24 25 34 39 22 39 23 20 20 23 24 21 23 22 20 38 37 2125 184 322 34 54 84 29 2032 22 internal_value=0 0.368476 -0.00483758 -5.73373 -1.30083 -0.00245719 1.96519 -0.00291517 -0.668157 -1.91208 -4.30506 0.0246094 0.0576206 2.83675 -0.112223 0.900341 0.00505194 -0.0192255 -0.652611 0.0124766 -0.00230133 0.36892 1.30464 -1.04178 -0.00291352 -0.911799 -0.00262829 -1.22464 internal_weight=0 2473 361135 150 125 360985 84 360901 62 116 40 2447 2424 45 91 68 2379 2359 76 2321 360785 594 356 238 360191 113 360078 46 internal_count=363608 2473 361135 150 125 360985 84 360901 62 116 40 2447 2424 45 91 68 2379 2359 76 2321 360785 594 356 238 360191 113 360078 46 cat_boundaries=0 5 6 7 cat_threshold=1048576 0 0 0 128 1 901 is_linear=0 shrinkage=0.01 Tree=453 num_leaves=27 num_cat=2 split_feature=25 1 1 3 0 3 0 1 3 3 5 0 9 1 4 3 4 9 2 13 1 15 4 25 8 0 split_gain=3.36885e+06 2.72076e+08 4.82707e+07 1.44447e+08 4.63251e+06 2.75447e+06 3.4708e+06 9.01218e+06 2.70357e+06 6.29253e+06 2.29157e+06 9.20193e+06 5.64709e+06 1.81654e+07 1.62091e+06 1.59369e+06 1.5919e+06 2.02836e+06 4.4977e+06 1.47018e+06 1.41931e+06 1.46408e+06 1.00655e+06 2.84259e+06 1.03205e+06 155221 threshold=0 2781.5828000000006 2781.5828000000006 2725.8677800000005 1884.2950000000003 1890.7105500000002 1117.6621800000003 367.00000000000006 815.10500000000013 92.623500000000021 2871.8940000000007 688.40820000000008 2854.0889000000006 523.64669700000002 1292.0010000000002 65.416499999999999 2693.9010000000007 754.45500000000004 193.49000000000004 26.254000000000001 860.12500000000011 752.68275000000017 480.67500000000001 1 1973.6620000000003 53.860000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 5 10 4 8 6 14 -8 9 25 12 15 16 19 20 -12 22 18 -18 -14 21 -1 24 -24 -2 -4 right_child=2 -3 3 -5 -6 -7 7 -9 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 leaf_value=-0.014352209396668446 -0.0038090563333301997 32.544631429818963 -0.6562310969829559 -27.619261793518067 -4.4372671486349669 -3.4199367183187737 7.8117630462646481 -1.1943248054504394 -3.0748327139149541 5.2900513909079816 -0.6774030936636577 -5.9380161713063719 1.1806281030589136 10.897487419128417 2.8398892326354979 2.4514266804412559 -0.13472834406958686 1.0882561409914935 -5.184897061051994 -2.204878561600395 -1.9359992246878777 2.3720394948812631 0.57330740573014316 -0.14387801970406494 1.0225435455477969 -1.8191186211325905 leaf_weight=2295 358416 26 24 25 34 23 20 25 23 22 41 32 29 20 20 27 45 27 29 23 38 26 1082 1116 98 22 leaf_count=2295 358416 26 24 25 34 23 20 25 23 22 41 32 29 20 20 27 45 27 29 23 38 26 1082 1116 98 22 internal_value=0 0.364818 -0.00478921 -5.67639 -1.28782 0.0243903 0.0570716 2.80838 -0.111101 0.891338 -0.00243262 -1.51602 -0.00201321 2.79827 0.00502922 0.564926 -0.00257201 -1.25784 -2.11385 -0.316808 -0.0190052 0.0123803 -0.00222053 0.211121 -0.0035285 -1.21239 internal_weight=0 2473 361135 150 125 2447 2424 45 91 68 360985 100 360885 72 2379 68 360813 101 74 52 2359 2321 360712 2198 358514 46 internal_count=363608 2473 361135 150 125 2447 2424 45 91 68 360985 100 360885 72 2379 68 360813 101 74 52 2359 2321 360712 2198 358514 46 cat_boundaries=0 5 12 cat_threshold=1048576 0 0 0 128 2147840 1073775616 135794688 2147549185 21504 16384 128 is_linear=0 shrinkage=0.01 Tree=454 num_leaves=30 num_cat=2 split_feature=25 1 1 3 6 3 8 8 3 12 3 3 3 24 1 1 13 26 1 8 26 9 2 10 5 3 2 26 10 split_gain=3.30181e+06 2.66662e+08 4.73101e+07 1.41572e+08 3.19744e+06 1.61092e+07 4.07767e+06 3.06828e+06 4.22247e+06 2.98875e+06 2.69966e+06 2.69158e+06 3.96049e+06 2.30458e+06 4.62731e+06 4.56419e+06 2.55327e+06 1.52807e+06 2.17988e+06 1.51833e+06 3.86284e+06 1.37022e+06 1.06838e+06 868723 2.01211e+06 993632 814161 450226 393221 threshold=0 2781.5828000000006 2781.5828000000006 2725.8677800000005 2976.3936000000008 1493.1141200000004 553.29950000000008 2971.7767500000004 306.80800000000005 1017.6685000000001 1890.7105500000002 888.08100000000013 179.11500000000004 1 1098.6214000000002 402.26250000000005 1063.1169900000002 2022.5000000000002 92.941000000000017 1973.6620000000003 2022.5000000000002 419.23800000000006 3.6191000000000004 1935.1350000000002 1146.4585000000004 888.08100000000013 267.68250000000006 2022.5000000000002 45.420750000000005 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 4 9 7 6 -6 19 28 11 13 12 27 15 16 17 26 22 -19 23 -21 -22 -1 25 -25 -2 -15 -4 -9 right_child=2 -3 3 -5 5 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=1.1226204773938215 -0.0022398051583660357 32.219184822669398 -3.1102920301032788 -27.34306933898926 1.3091892248544938 9.2999806750904437 -3.9997261984451957 0.88104043628858475 -4.8522365928465323 2.2680434112548831 -3.3857373536151392 -4.7406423920851486 2.8143834457397463 -0.045032981990479906 -3.7230951897757394 5.2942650661468509 3.1217505287170413 -0.35019730370307606 2.7398499427795411 4.5449908711360054 -1.452852410403165 1.2701234181722005 -1.0790384833017985 0.21398071371990704 3.2943326524587779 -0.32539700937346089 -0.99210929786165558 -1.3507571400128879 -1.036186092376709 leaf_weight=270 359631 26 33 25 39 22 23 23 31 20 23 26 20 1666 35 20 25 263 25 26 33 42 24 115 26 954 96 26 20 leaf_count=270 359631 26 33 25 39 22 23 23 31 20 23 26 20 1666 35 20 25 263 25 26 33 42 24 115 26 954 96 26 20 internal_value=0 0.36117 -0.0047412 -5.61963 -0.00240818 1.94838 -0.660247 -0.00286223 -2.03891 -1.27494 0.0241464 -1.94979 -1.03129 0.0565009 -0.121469 0.587402 -0.0516081 0.435747 -0.081964 -0.00244466 1.22347 0.0720141 0.942893 -0.00278791 0.781989 -0.00309478 -0.0966331 -2.3349 -0.0106928 internal_weight=0 2473 361135 150 360985 84 62 360901 74 125 2447 105 79 2424 1822 602 1787 582 288 360827 101 75 294 360726 141 360585 1762 59 43 internal_count=363608 2473 361135 150 360985 84 62 360901 74 125 2447 105 79 2424 1822 602 1787 582 288 360827 101 75 294 360726 141 360585 1762 59 43 cat_boundaries=0 5 6 cat_threshold=1048576 0 0 0 128 131 is_linear=0 shrinkage=0.01 Tree=455 num_leaves=25 num_cat=1 split_feature=14 19 2 9 12 15 4 2 4 2 25 2 5 0 11 18 2 2 9 5 12 15 11 0 split_gain=4.78101e+06 1.77644e+07 2.38476e+07 4.64274e+06 2.99468e+07 3.26629e+07 8.76586e+06 1.48329e+07 6.16016e+06 2.51106e+06 8.17612e+06 1.84238e+07 2.8269e+07 1.59049e+07 7.48699e+06 2.47076e+06 2.40683e+06 2.58328e+06 1.40572e+06 1.33553e+06 2.31779e+06 1.00791e+06 630579 57999.8 threshold=3182.0603000000006 151.25000000000003 624.21400000000006 2854.0889000000006 150.96810000000002 149.24400000000003 2693.9010000000007 2682.0900000000006 362.02000000000004 581.81775000000005 0 2682.0900000000006 190.35649999999995 2778.6210000000005 1230.4050000000002 1022.0625000000001 1271.7445000000002 193.49000000000004 1972.2770000000003 1561.8224400000001 752.69540000000018 933.03750000000002 327.91500000000002 15.5815 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 6 8 -6 9 16 -5 18 11 14 -13 15 -11 -12 17 23 19 21 -21 -1 -20 -8 right_child=1 -3 -4 4 5 -7 7 -9 -10 10 13 12 -14 -15 -16 -17 -18 -19 22 20 -22 -23 -24 -25 leaf_value=-0.0023798567815108669 0.093527132731217613 4.5421373176574704 -14.430923370361329 -0.037770117521286013 17.786634559631349 -0.2862490921020508 -0.055183265709107927 -8.7534536519050601 -7.1124628372192387 0.42165982550198344 0.00013712632510478855 16.090757434844971 1.5892602308785044 -8.6624399965459649 4.0779651368459069 -3.180656650352478 1.8630242076286903 -4.1513556321461991 -0.80575635983393745 0.45005707570853143 4.0142237224578858 -0.554452922264975 -2.9897353057861329 -0.74590400123596201 leaf_weight=359845 26 23 20 32 20 20 31 30 20 841 1054 20 41 22 60 25 26 27 39 208 20 331 20 20 leaf_count=359845 26 23 20 32 20 20 31 30 20 841 1054 20 41 22 60 25 26 27 39 208 20 331 20 20 internal_value=0 -2.63359 -6.22145 -0.00103992 2.24511 8.75019 -0.00160973 -2.55881 -2.75881 -0.000664513 0.347224 1.01468 6.34385 -0.242975 0.665143 -0.0735606 -0.771892 -1.6502 -0.00265555 -0.00240288 0.762703 -0.00288721 -1.54609 -0.326054 internal_weight=0 69 46 362752 92 40 362660 134 52 362526 2063 962 61 1101 901 1079 104 78 360463 360404 228 360176 59 51 internal_count=362821 69 46 362752 92 40 362660 134 52 362526 2063 962 61 1101 901 1079 104 78 360463 360404 228 360176 59 51 cat_boundaries=0 5 cat_threshold=2148844544 134317572 272 1048576 16384 is_linear=0 shrinkage=0.01 Tree=456 num_leaves=33 num_cat=3 split_feature=1 19 15 5 3 2 6 18 2 2 3 4 13 2 1 26 2 25 0 3 3 2 0 2 6 26 0 0 24 25 26 3 split_gain=8.81714e+06 1.51237e+07 3.22862e+07 6.45312e+06 4.66831e+06 4.87314e+06 2.9318e+06 1.32322e+07 3.34211e+06 2.94384e+06 4.02005e+06 2.27834e+06 3.98128e+06 5.19733e+06 2.24925e+06 2.24923e+06 1.39708e+06 4.1479e+06 6.29229e+06 5.17754e+06 2.7373e+06 1.49528e+06 1.4651e+06 7.64088e+06 1.28517e+06 1.20598e+06 927741 922603 2.79812e+06 597510 193639 41838.3 threshold=2781.5828000000006 126.69075000000002 85.527017500000014 2871.8940000000007 1890.7105500000002 967.39580000000012 1937.6795000000002 313.78700000000003 2682.0900000000006 1107.4580000000003 991.56000000000017 2693.9010000000007 575.15400000000011 193.49000000000004 228.79050000000004 2022.5000000000002 581.81775000000005 0 1117.6621800000003 1493.1141200000004 1890.7105500000002 1827.1555000000001 2778.6210000000005 26.254000000000001 101.48900000000002 2022.5000000000002 992.19979999999998 992.19979999999998 1 2 2022.5000000000002 55.432500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 9 2 2 left_child=6 2 3 4 5 25 11 8 9 10 14 16 13 31 -8 -11 22 21 20 -20 -19 24 27 30 -18 -2 -23 29 -29 -1 -24 -13 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 15 -12 12 -14 -15 -16 -17 17 18 19 -21 -22 26 23 -25 -26 -27 -28 28 -30 -31 -32 -33 leaf_value=0.039973867762791826 -4.0655909511021209 6.0109702224731452 -13.419154336635884 2.9241542934549267 -6.6205088224865145 2.4671814076105751 -0.2590602989411086 6.7841815223693844 -3.4483933593915856 0.5374735225330699 -4.0415422411398456 -0.42049362356012515 2.4676090273857119 -5.2597434770738758 2.7032319590780469 5.0099487652985948 0.12952463688850402 0.3919825896824064 1.4967818271848889 5.8629332468088933 -2.6186910373933854 -1.0934892434588934 -0.1112316263133082 6.3494602862271394 -0.92756803619727668 -1.2812168754850115 -3.5857061414718632 0.86669125650610246 -0.75024723988370745 -0.005807814927598685 -1.3255408143997192 0.21145980453491212 leaf_weight=31207 35 20 26 29 21 24 89 35 23 22 22 22 20 37 36 23 325 1169 135 34 31 59 29 22 178 28 20 130 466 328460 24 20 leaf_count=31207 35 20 26 29 21 24 89 35 23 22 22 22 20 37 36 23 325 1169 135 34 31 59 29 22 178 28 20 130 466 328460 24 20 internal_value=0 -2.19599 -3.20298 -1.26414 -2.38878 -1.36733 -0.00041776 1.08213 0.15389 0.585413 -0.0996867 -0.00116458 -1.51798 -2.52699 0.59408 2.82341 -0.000750087 0.266126 0.564506 2.37518 0.314207 -0.437908 -0.00219505 1.39533 -0.244556 -2.82809 -1.72443 -0.00248599 -0.395606 -0.00183455 -0.661107 -0.119563 internal_weight=0 183 163 137 108 87 362638 250 215 192 147 362388 99 79 125 45 362289 1951 1369 169 1200 582 360338 75 503 63 79 360263 596 359667 53 42 internal_count=362821 183 163 137 108 87 362638 250 215 192 147 362388 99 79 125 45 362289 1951 1369 169 1200 582 360338 75 503 63 79 360263 596 359667 53 42 cat_boundaries=0 7 8 15 cat_threshold=142606852 1073741888 67637313 73465856 7168 16384 132 2052 8388612 134283300 580 2183201072 34945 2420205766 2 is_linear=0 shrinkage=0.01 Tree=457 num_leaves=31 num_cat=2 split_feature=1 12 5 4 2 6 18 2 2 3 4 13 2 1 26 2 24 18 15 20 5 3 26 5 7 1 24 3 15 3 split_gain=8.64168e+06 8.68124e+06 2.75067e+07 1.49652e+07 7.37579e+06 2.87345e+06 1.29689e+07 3.2756e+06 2.88525e+06 3.94005e+06 2.233e+06 3.90206e+06 5.09626e+06 2.20449e+06 2.20447e+06 1.36928e+06 2.44928e+06 2.15285e+06 2.59952e+06 1.20385e+06 1.2075e+06 904119 1.2305e+06 825627 7.65243e+06 1.14987e+06 1.9511e+06 951988 899601 52143.6 threshold=2781.5828000000006 1017.6685000000001 2871.8940000000007 1888.1190000000004 967.39580000000012 1937.6795000000002 313.78700000000003 2682.0900000000006 1107.4580000000003 991.56000000000017 2693.9010000000007 575.15400000000011 174.08000000000001 228.79050000000004 2022.5000000000002 581.81775000000005 0 833.30100000000004 658.42365500000005 565.33382000000017 1146.4585000000004 138.47650000000002 2022.5000000000002 1561.8224400000001 659.5150000000001 1256.4300000000001 1 748.6165000000002 933.03750000000002 53.901250000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=5 3 -3 4 21 10 7 8 9 13 15 12 29 -7 -10 23 19 18 -18 20 -17 22 -2 25 27 28 -27 -25 -1 -12 right_child=1 2 -4 -5 -6 6 -8 -9 14 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0015416968313340374 -4.2880221430460619 -6.6710413565635678 9.5327884535356002 -9.2564327332467755 2.2122489885602681 -0.25646970995356527 6.7163392966134214 -3.4139093614661178 0.53209879615090105 -4.0011267216639084 -0.42196254205703737 2.4429329435825351 -5.1399469977930972 2.6761995727486076 4.9598491851143214 -0.14279776627585392 0.4786236925437119 -2.3783212427139282 2.5482513864850627 2.1983311359882358 -1.5054110540286321 -5.0658673893321646 -1.1760339894118133 0.017642396692051945 4.6939665831390185 0.40379916375829972 -1.1828336348280239 -2.2917792034149169 -0.52548717077367191 0.29149464561825705 leaf_weight=359468 24 20 22 33 35 89 35 23 22 22 20 20 38 36 23 596 1173 25 64 20 73 22 27 166 38 121 197 20 328 21 leaf_count=359468 24 20 22 33 35 89 35 23 22 22 20 20 38 36 23 596 1173 25 64 20 73 22 27 166 38 121 197 20 328 21 internal_value=0 -2.17403 1.81668 -3.36275 -1.56191 -0.000413541 1.07131 0.152351 0.579559 -0.0986898 -0.00115289 -1.5028 -2.50172 0.588139 2.79517 -0.000742545 0.263465 0.522842 0.585702 -0.216074 -0.291484 -3.37143 -2.6405 -0.00217306 0.604749 -0.00255058 -0.603613 -0.230683 -0.00201934 -0.0565333 internal_weight=0 183 42 141 108 362638 250 215 192 147 362388 99 79 125 45 362289 1951 1262 1237 689 669 73 51 360338 224 360114 318 186 359796 41 internal_count=362821 183 42 141 108 362638 250 215 192 147 362388 99 79 125 45 362289 1951 1262 1237 689 669 73 51 360338 224 360114 318 186 359796 41 cat_boundaries=0 1 2 cat_threshold=900 779 is_linear=0 shrinkage=0.01 Tree=458 num_leaves=31 num_cat=2 split_feature=1 19 16 7 4 2 6 18 2 2 3 4 13 2 1 26 2 24 18 4 20 5 5 7 1 24 3 15 26 3 split_gain=8.4697e+06 1.46661e+07 3.73743e+07 1.34323e+07 5.76737e+06 4.61261e+06 2.81627e+06 1.27108e+07 3.21042e+06 2.82784e+06 3.86164e+06 2.18857e+06 3.8244e+06 4.99504e+06 2.16062e+06 2.1606e+06 1.34203e+06 2.40054e+06 2.11001e+06 2.54931e+06 1.17989e+06 1.18347e+06 809198 7.50014e+06 1.12792e+06 1.91444e+06 933044 884130 751660 40512.9 threshold=2781.5828000000006 126.69075000000002 85.19850000000001 2822.9627650000007 1888.1190000000004 967.39580000000012 1937.6795000000002 313.78700000000003 2682.0900000000006 1107.4580000000003 991.56000000000017 2693.9010000000007 575.15400000000011 193.49000000000004 228.79050000000004 2022.5000000000002 581.81775000000005 0 833.30100000000004 785.57750000000021 565.33382000000017 1146.4585000000004 1561.8224400000001 659.5150000000001 1256.4300000000001 1 748.6165000000002 1141.8240000000003 2022.5000000000002 55.432500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 left_child=6 2 3 4 5 28 11 8 9 10 14 16 13 29 -8 -11 22 20 19 -19 21 -18 24 26 27 -26 -24 -1 -2 -13 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 15 -12 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0016114019584732872 -4.0829853003365653 5.9295615921020515 -14.667699518998463 5.4839758892059329 -7.3433031790597099 1.6084045557821953 -0.25390499897217483 6.6491763501848498 -3.3797703158337136 0.52677778070623227 -3.9611155370690607 -0.41271764808080413 2.4185035908222199 -5.1557466249208188 2.6494376344482107 4.9102504796567175 -0.14136979256500334 0.40298989181606237 -2.3545380538940428 1.7451373860514239 2.1763478379249572 -1.4903568884771163 0.017465971782803538 4.6470267057418821 0.4000694160789024 -1.1715767021685983 -2.2688614482879639 -0.63574319330315021 -1.8622814768332023 0.20914597988128664 leaf_weight=359576 35 20 24 25 21 31 89 35 23 22 22 22 20 37 36 23 596 1074 25 163 20 73 166 38 121 197 20 220 27 20 leaf_count=359576 35 20 24 25 21 31 89 35 23 22 22 22 20 37 36 23 596 1074 25 163 20 73 166 38 121 197 20 220 27 20 internal_value=0 -2.15229 -3.14393 -1.15421 -2.60996 -1.54113 -0.00040962 1.0606 0.150827 0.573763 -0.0977029 -0.00114157 -1.48777 -2.4767 0.582258 2.76722 -0.000735334 0.26083 0.517614 0.579845 -0.213913 -0.288569 -0.00215154 0.598702 -0.00252529 -0.597822 -0.228376 -0.00199915 -3.1159 -0.116592 internal_weight=0 183 163 139 114 93 362638 250 215 192 147 362388 99 79 125 45 362289 1951 1262 1237 689 669 360338 224 360114 318 186 359796 62 42 internal_count=362821 183 163 139 114 93 362638 250 215 192 147 362388 99 79 125 45 362289 1951 1262 1237 689 669 360338 224 360114 318 186 359796 62 42 cat_boundaries=0 1 2 cat_threshold=900 779 is_linear=0 shrinkage=0.01 Tree=459 num_leaves=33 num_cat=2 split_feature=1 19 15 5 6 18 2 2 7 5 2 2 26 5 0 8 2 25 0 8 2 24 5 0 0 2 0 0 2 8 10 26 split_gain=8.30116e+06 1.43743e+07 3.13514e+07 6.29491e+06 2.76023e+06 1.24578e+07 3.14653e+06 2.77156e+06 3.05829e+06 5.4291e+06 2.21521e+06 7.10808e+06 2.11761e+06 1.85814e+06 1.64839e+06 1.08885e+06 1.15848e+06 3.4179e+06 5.6033e+06 6.71246e+06 3.43298e+06 2.44027e+06 2.21073e+06 1.22821e+06 1.22449e+06 6.55978e+06 1.14937e+06 1.07822e+06 4.75494e+06 780747 101251 84671.2 threshold=2781.5828000000006 126.69075000000002 85.527017500000014 2871.8940000000007 1937.6795000000002 313.78700000000003 2682.0900000000006 1107.4580000000003 365.31653000000006 442.11875000000003 1827.1555000000001 367.00960450000008 2022.5000000000002 492.24500000000006 332.68500000000006 2971.7767500000004 581.81775000000005 0 1117.6621800000003 1350.3896175000002 2682.0900000000006 1 1312.9050000000002 57.855250000000005 2778.6210000000005 26.254000000000001 448.25000000000006 1884.2950000000003 174.08000000000001 1973.6620000000003 7.283500000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 10 15 6 7 8 9 -6 11 14 -9 -10 -2 16 24 20 21 -20 22 -19 -18 -22 27 31 30 29 -29 -1 -17 -26 right_child=1 -3 -4 -5 5 -7 -8 12 13 -11 -12 -13 -14 -15 -16 26 17 18 19 -21 23 -23 -24 -25 25 -27 -28 28 -30 -31 -32 -33 leaf_value=-0.0023988124471270001 -2.1779123201885739 5.8702659759521492 -13.179676875517918 2.9347094055701946 -0.30307841226861287 6.5826842918395991 -3.3459726085870165 0.52151012940840291 0.25041521117800758 5.4579523386274067 -4.9222356262207034 2.9307099456787107 4.8611481807542889 -3.602149169252765 -5.6857049324398954 -0.73682639837265018 0.0044159898750758811 -0.3257848471664801 1.3773809771751289 6.8427511227572406 -1.545622856705277 0.64318923671107275 -2.5457451205783421 -4.81517103779316 -0.29199789428710937 5.73101560841436 -2.967368135356903 0.341867824111666 -4.5340608079092846 1.0614311840223229 0.2139762424287342 -1.0888880626360575 leaf_weight=360106 37 20 26 29 74 35 23 22 21 21 25 25 23 31 21 24 610 400 134 27 27 714 36 20 30 23 25 70 28 69 21 24 leaf_count=360106 37 20 26 29 74 35 23 22 21 21 25 25 23 31 21 24 610 400 134 27 27 714 36 20 30 23 25 70 28 69 21 24 internal_value=0 -2.13077 -3.11249 -1.20193 -0.000405737 1.04999 0.149319 0.568026 -0.0967259 0.970413 -2.31269 -1.52668 2.73955 -2.04631 -3.44798 -0.00113037 -0.000889436 0.241073 0.545853 2.29393 -0.322885 0.298112 -0.137698 -2.93692 -0.00221088 1.2587 -1.24821 -0.00248037 -1.05125 -0.00219501 -0.293118 -0.646171 internal_weight=0 183 163 137 362638 250 215 192 147 95 108 83 45 52 58 362388 362318 1968 1275 161 693 1114 646 47 360350 77 70 360273 98 360175 45 54 internal_count=362821 183 163 137 362638 250 215 192 147 95 108 83 45 52 58 362388 362318 1968 1275 161 693 1114 646 47 360350 77 70 360273 98 360175 45 54 cat_boundaries=0 7 8 cat_threshold=142606852 1073741888 67637313 1080098816 6144 16384 132 897 is_linear=0 shrinkage=0.01 Tree=460 num_leaves=26 num_cat=1 split_feature=2 18 5 0 7 1 0 6 0 26 0 1 1 5 19 11 13 17 14 25 5 26 2 16 0 split_gain=9.08563e+06 4.59476e+07 3.08014e+07 3.03548e+07 9.656e+06 3.40044e+06 8.91018e+06 2.58202e+06 2.83415e+06 1.55719e+06 1.40249e+06 4.26932e+06 9.43772e+06 5.32746e+06 899261 1.05465e+06 894058 1.81531e+06 888973 803825 793367 661304 198784 53316.4 33365.7 threshold=2682.0900000000006 313.78700000000003 1146.4585000000004 1519.5755740000002 1941.9625000000003 2781.5828000000006 1884.2950000000003 814.10926000000006 22.611000000000004 2022.5000000000002 2778.6210000000005 555.56875000000014 32.888000000000012 470.72165250000006 1916.2125000000003 28.447500000000002 3214.9168000000004 3600.16113 860.52100000000007 0 268.69000000000005 2022.5000000000002 174.08000000000001 16.251000000000005 65.403650000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=5 2 3 9 -4 10 7 8 -7 24 14 12 21 -13 16 23 17 19 -18 -1 -17 -12 -10 -16 -2 right_child=1 -3 4 -5 -6 6 -8 -9 22 -11 11 13 -14 -15 15 20 18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.23946103116534972 2.269225326538086 16.142477163587298 -8.6284278402387038 13.109524151728705 -0.58311712558452899 1.399223969887043 -5.6925999129445932 2.6469884289635552 -3.3650839033580962 -0.86592342840658643 1.4287696117162705 -4.7666292406165081 8.405172466278076 2.0396694838482401 -0.28429296683382105 -0.74218244779677622 -0.18494663004098194 2.8718860912322999 -2.9067306582132977 -0.0016508696213302155 -3.459561238722368 -0.69628280498363349 -1.9720614242553711 0.37889293757351966 1.6915945894345641 leaf_weight=1378 20 21 35 26 26 29 38 27 21 37 32 23 20 23 27 21 28 22 21 361338 22 27 20 22 20 leaf_count=1378 20 21 35 26 26 29 38 27 21 37 32 23 20 23 27 21 28 22 21 361338 22 27 20 22 20 internal_value=0 2.21546 0.432127 3.76723 -5.19928 -0.00121253 -1.588 0.0199814 -0.993293 0.612691 -0.000622409 1.05843 2.46866 -1.36348 -0.00098722 -0.989527 -0.000736534 -0.000554078 -1.35143 -0.000728301 -2.13247 0.456288 -2.68556 0.013464 1.98041 internal_weight=0 185 164 103 61 363139 135 97 70 77 363004 125 79 46 362879 92 362787 362738 49 362716 43 59 41 49 40 internal_count=363324 185 164 103 61 363139 135 97 70 77 363004 125 79 46 362879 92 362787 362738 49 362716 43 59 41 49 40 cat_boundaries=0 6 cat_threshold=0 0 0 4194304 2048 26624 is_linear=0 shrinkage=0.01 Tree=461 num_leaves=28 num_cat=2 split_feature=2 18 5 3 7 1 0 3 3 1 0 1 1 5 19 11 4 25 7 7 25 9 0 5 0 0 16 split_gain=8.90483e+06 4.50333e+07 3.01884e+07 3.12334e+07 9.46384e+06 3.33277e+06 8.73286e+06 2.21107e+06 5.5484e+06 2.04488e+06 1.37458e+06 4.18436e+06 9.24991e+06 5.22144e+06 881366 1.03366e+06 989963 3.38576e+06 3.61842e+06 1.59237e+06 858580 1.45093e+06 902279 777579 750635 409805 52255.4 threshold=2682.0900000000006 313.78700000000003 1146.4585000000004 1493.1141200000004 1941.9625000000003 2781.5828000000006 1884.2950000000003 511.93300000000005 1493.1141200000004 733.85806350000018 2778.6210000000005 555.56875000000014 32.888000000000012 470.72165250000006 1916.2125000000003 28.447500000000002 785.57750000000021 0 1538.3385000000001 762.97500000000002 1 487.08190000000008 428.67780000000005 268.69000000000005 56.606000000000002 116.97250000000001 16.251000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 left_child=5 2 3 9 -4 10 7 25 -9 24 14 12 -12 -13 16 26 20 19 -19 -18 21 -1 -22 -17 -2 -7 -16 right_child=1 -3 4 -5 -6 6 -8 8 -10 -11 11 13 -14 -15 15 23 17 18 -20 -21 22 -23 -24 -25 -26 -27 -28 leaf_value=0.20155830509442874 0.7246831158893865 15.981052254892532 -8.5421435941968653 14.295842103091154 -0.57728630065917974 -0.31948444356918332 -5.635673800016705 5.3742906188964845 -1.9852610130310058 3.6345675730109215 0.45172514673006736 -4.7189629952803909 8.3211206474304191 2.0192728274801501 -0.28145004046735944 -0.73476060504005059 -0.33360053983601662 0.37547702510061309 2.638108902426509 -2.25671916336344 -0.0012454578310097523 2.5424905748720521 -0.18340554358356934 -3.4249656226418232 -1.6383638772964477 -2.040289130057058 0.37510398951443763 leaf_weight=1367 41 21 35 22 26 25 38 21 20 20 59 23 20 23 27 21 176 861 77 57 357482 27 2740 22 20 31 22 leaf_count=1367 41 21 35 22 26 25 38 21 20 20 59 23 20 23 27 21 176 861 77 57 357482 27 2740 22 20 31 22 internal_value=0 2.19331 0.427806 3.72956 -5.14729 -0.00120034 -1.57212 0.0197815 1.78427 0.859705 -0.000616119 1.04785 2.44398 -1.34985 -0.000977282 -0.979631 -0.000729103 0.289559 0.555295 -0.770974 -0.00166913 0.245141 -0.00263097 -2.11114 -0.0500864 -1.27207 0.0133293 internal_weight=0 185 164 103 61 363139 135 97 41 81 363004 125 79 46 362879 92 362787 1171 938 233 361616 1394 360222 43 61 56 49 internal_count=363324 185 164 103 61 363139 135 97 41 81 363004 125 79 46 362879 92 362787 1171 938 233 361616 1394 360222 43 61 56 49 cat_boundaries=0 6 12 cat_threshold=512 4 81 1080033312 2048 16384 0 0 0 4194304 2048 2147510272 is_linear=0 shrinkage=0.01 Tree=462 num_leaves=39 num_cat=3 split_feature=3 18 8 7 4 5 13 10 4 25 11 7 16 0 24 5 15 7 5 7 0 0 10 3 12 5 0 10 8 0 4 5 25 10 4 11 26 10 split_gain=4.57017e+06 2.49688e+07 2.66523e+07 5.64885e+07 1.25457e+07 7.01572e+06 1.64167e+06 3.82535e+06 1.03885e+06 4.12768e+06 3.95447e+06 1.25018e+07 1.58153e+07 4.13071e+06 2.73024e+06 4.36352e+06 5.71399e+06 2.73795e+06 2.41353e+06 2.09736e+06 1.79559e+06 1.63216e+06 1.61342e+06 1.01074e+06 958336 922594 1.69923e+06 1.232e+06 1.02477e+06 5.37425e+06 861820 2.18702e+06 856415 745529 520374 493202 347542 160146 threshold=2725.8677800000005 74.971299999999999 271.4876000000001 149.17670000000001 2693.9010000000007 137.52250000000001 3214.9168000000004 1564.7167200000001 480.67500000000001 0 1230.4050000000002 1538.3385000000001 31.161000000000005 1519.5755740000002 1 584.10300000000018 79.797900000000013 659.5150000000001 772.27550000000008 548.03450000000009 804.19674500000008 1117.6621800000003 1564.7167200000001 608.61636750000014 80.390500000000017 1146.4585000000004 591.40200000000016 60.200437500000007 1973.6620000000003 39.074400000000004 12.461000000000002 58.590262500000009 2 24.190470000000001 244.94670000000002 355.25000000000006 2022.5000000000002 1935.1350000000002 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=6 2 3 5 -4 36 8 33 22 14 13 23 -13 21 15 17 -17 -10 -15 20 -16 -11 25 -12 -21 28 34 -28 32 -30 31 37 -1 -8 -27 -32 -2 -24 right_child=1 -3 4 -5 -6 -7 7 -9 9 10 11 12 -14 18 19 16 -18 -19 -20 24 -22 -23 30 -25 -26 26 27 -29 29 -31 35 -33 -34 -35 -36 -37 -38 -39 leaf_value=0.12747381193177609 1.5306187340707491 12.129575904846192 -1.608295833269755 16.394422448730467 -11.334049304780505 -6.0346752700805668 -1.0498552690517335 -4.7607224845886229 0.71438234504454767 -0.074785744095396095 0.7919169671535492 0.19139293670654298 12.616659301280976 -3.5141315099928114 0.2748155348588035 6.7985107160315792 0.062354262113571174 4.526728873479934 -0.53793753780018205 -0.31463304710388185 2.9453535540350555 1.3452807993608362 -0.66136332662482011 -1.3314527640155718 -3.4103340992927555 -0.084910652195965802 -4.0891278017134889 -0.80360868301391608 -0.58312315591176356 4.7891862452471701 -0.92636626036270808 2.2038730165362357 -0.003140818383577756 1.6478817520141602 -1.2940155550328698 -2.8727372220357261 -0.092001905007795856 -1.493752619856495 leaf_weight=5082 33 20 36 25 21 20 21 24 183 1693 40 21 20 54 191 34 20 21 55 20 29 85 38 51 20 270 21 25 60 27 23 24 354845 20 41 30 22 59 leaf_count=5082 33 20 36 25 21 20 21 24 183 1693 40 21 20 54 191 34 20 21 55 20 29 85 38 51 20 270 21 25 60 27 23 24 354845 20 41 30 22 59 internal_value=0 1.60639 0.265858 3.37653 -5.19147 -0.962762 -0.0008651 -1.58995 -0.000580617 0.201067 -0.00566192 1.66761 6.2525 -0.122741 0.98787 1.70966 4.30364 1.10683 -2.01238 0.234836 0.626841 -0.0068973 -0.00199953 -0.398103 -1.86248 -0.0015347 -0.509643 -2.30352 -0.00103084 1.08415 -0.964706 -0.498928 -0.00129315 0.266114 -0.24431 -2.02809 0.88157 -1.16766 internal_weight=0 177 157 100 57 75 363147 65 363082 2537 2019 132 41 1887 518 258 54 204 109 260 220 1778 360545 91 40 360371 357 46 360014 87 174 121 359927 41 311 53 55 97 internal_count=363324 177 157 100 57 75 363147 65 363082 2537 2019 132 41 1887 518 258 54 204 109 260 220 1778 360545 91 40 360371 357 46 360014 87 174 121 359927 41 311 53 55 97 cat_boundaries=0 7 8 14 cat_threshold=16384 1074102784 135270416 2214920193 8393728 16384 4 3380 2147483648 0 64 4194304 2176 2218813504 is_linear=0 shrinkage=0.01 Tree=463 num_leaves=30 num_cat=1 split_feature=2 18 8 3 5 1 7 5 3 5 8 7 7 1 14 1 7 3 3 7 5 15 3 24 3 12 1 2 4 split_gain=8.72417e+06 4.38276e+07 3.02407e+07 1.78322e+07 5.80965e+06 3.24275e+06 7.76128e+06 4.46525e+06 4.04597e+06 1.87163e+06 1.70177e+06 2.98727e+06 1.55279e+06 8.70226e+06 7.63221e+06 5.09748e+06 1.34749e+06 2.8054e+06 2.20974e+06 1.45615e+06 4.93051e+06 1.13383e+06 1.06605e+06 735988 717873 562560 264724 124934 23105.2 threshold=2682.0900000000006 313.78700000000003 154.63500000000002 1890.7105500000002 1561.8224400000001 2781.5828000000006 1941.9625000000003 1561.8224400000001 815.10500000000013 6.7519999999999998 2971.7767500000004 659.5150000000001 1538.3385000000001 523.64669700000002 943.12925000000007 1098.6214000000002 1131.6606400000003 428.36700000000008 250.65000000000003 610.83000000000004 1561.8224400000001 752.68275000000017 1493.1141200000004 0 511.93300000000005 1017.6685000000001 214.60600000000002 4.7879500000000013 0.76171500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=5 2 3 9 -4 10 7 8 27 26 12 28 16 22 15 -15 19 18 -18 23 -21 -19 24 -1 -14 -13 -2 -7 -12 right_child=1 -3 4 -5 -6 6 -8 -9 -10 -11 11 25 13 14 -16 -17 17 21 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.01879091095098942 -0.18570929862357474 15.772864962078277 -1.6658515578049882 10.68363329498856 -7.9453415343340703 0.099312349252922594 -7.1372870418003629 3.4150038810398269 -4.9426707244873045 3.870848348617554 0.5838047726949056 -4.5028310067313058 -0.42847289399472538 3.9508826929728191 8.6860040845870969 -1.2235413299184859 -0.34049809426069261 -2.5502768034405179 3.1381423732212612 0.24429723170821618 3.9218893730012998 -0.034433447796365486 -2.5021826102516869 -0.011478339810516647 1.3017571490151543 -2.1594023036956789 1.2422583656311035 -0.81377987737240998 0.12960605848403206 leaf_weight=120500 37 21 26 27 34 43 21 23 25 20 24 21 167 45 20 33 140 81 21 897 38 23 22 240903 28 20 20 23 21 leaf_count=120500 37 21 26 27 34 43 21 23 25 20 24 21 167 45 20 33 140 81 21 897 38 23 22 240903 28 20 20 23 21 internal_value=0 2.17095 0.429239 3.69086 -5.22423 -0.00118726 -1.55075 -0.521651 -1.51663 1.23884 -0.000610987 -1.40714 -0.000277683 0.701521 3.17483 1.7617 -0.000887349 -0.71371 0.113238 -0.000366018 0.393761 -1.99389 -0.415455 -0.00138568 -0.18003 -3.3597 0.315332 -0.218886 0.371845 internal_weight=0 185 164 104 60 363139 135 114 91 77 363004 86 362918 315 98 78 362603 265 161 362338 935 104 217 361403 195 41 57 66 45 internal_count=363324 185 164 104 60 363139 135 114 91 77 363004 86 362918 315 98 78 362603 265 161 362338 935 104 217 361403 195 41 57 66 45 cat_boundaries=0 1 cat_threshold=23 is_linear=0 shrinkage=0.01 Tree=464 num_leaves=25 num_cat=1 split_feature=2 18 8 6 5 1 3 3 9 4 8 4 6 2 4 2 1 1 10 4 1 24 5 4 split_gain=8.55056e+06 4.29554e+07 2.96389e+07 2.34629e+07 5.69404e+06 3.17822e+06 3.29638e+06 8.34545e+06 3.45992e+06 1.87162e+06 1.66791e+06 2.26032e+06 1.40019e+06 4.56186e+06 3.61297e+06 1.43554e+06 2.83123e+06 1.34838e+06 1.00194e+06 1.1346e+06 2.58299e+06 743707 534960 383385 threshold=2682.0900000000006 313.78700000000003 154.63500000000002 270.75475000000006 1561.8224400000001 2781.5828000000006 815.10500000000013 117.64300000000001 923.19600000000014 26.256000000000004 2971.7767500000004 1116.5450000000003 1937.6795000000002 624.21400000000006 1292.0010000000002 223.62625000000003 207.31714000000002 303.77500000000003 3056.7500000000005 1522.8167500000002 733.85806350000018 0 17.696600000000004 17.821000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=5 2 3 9 -4 10 7 -7 -8 17 12 22 18 15 -15 16 -14 -2 19 21 -21 -1 -12 -20 right_child=1 -3 4 -5 -6 6 8 -9 -10 -11 11 -13 13 14 -16 -17 -18 -19 23 20 -22 -23 -24 -25 leaf_value=0.019161307825190453 1.0655404023201236 15.615136755080451 -1.6491929729168231 12.823951011571017 -7.8658882410386024 -2.2496351340838845 -1.5517994483741555 5.0192350075461647 -6.7142363739013673 -0.74408704942272552 0.52015404252444997 -3.7895882366321705 -0.62914810261061027 5.1321607780456544 0.38932195597681507 -2.306202278320606 2.9387048270901044 4.3959267253875733 -0.57656304518381751 0.047926202650930061 2.0299938277138607 -0.011225878355195007 -1.406826498413086 -2.3833092465608017 leaf_weight=120832 31 21 26 22 34 56 37 22 20 31 34 27 86 36 29 26 30 20 24 244 90 241498 25 23 leaf_count=120832 31 21 26 22 34 56 37 22 20 31 34 27 86 36 29 26 30 20 24 244 90 241498 25 23 internal_value=0 2.14924 0.424947 3.65395 -5.17199 -0.00117539 -1.53524 -0.199441 -3.36318 1.1937 -0.000604875 -1.39307 -0.000274904 0.821939 3.01612 -0.182443 0.293572 2.37157 -0.000744143 -0.000554936 0.582016 -0.00109196 -0.296363 -1.46072 internal_weight=0 185 164 104 60 363139 135 78 57 82 363004 86 362918 207 65 142 116 51 362711 362664 334 362330 59 47 internal_count=363324 185 164 104 60 363139 135 78 57 82 363004 86 362918 207 65 142 116 51 362711 362664 334 362330 59 47 cat_boundaries=0 1 cat_threshold=23 is_linear=0 shrinkage=0.01 Tree=465 num_leaves=26 num_cat=0 split_feature=14 19 3 2 8 5 0 0 4 9 1 3 0 2 1 2 10 4 3 26 1 16 0 1 0 split_gain=5.11098e+06 8.78529e+06 1.75665e+07 4.67503e+06 3.0027e+07 1.18074e+07 1.9721e+07 1.40704e+07 3.64093e+06 4.04344e+06 2.52848e+06 2.52709e+06 2.4571e+06 7.58527e+06 1.48033e+07 3.62585e+06 2.05393e+06 1.11425e+07 1.87351e+06 1.72644e+06 1.4252e+06 2.98738e+06 1.01257e+06 954677 58187.9 threshold=3182.0603000000006 151.25000000000003 453.37980000000005 2682.0900000000006 2971.7767500000004 190.35649999999995 1519.5755740000002 1275.1415000000002 2693.9010000000007 1329.0550000000001 1256.4300000000001 991.56000000000017 2778.6210000000005 27.046500000000005 3.3143000000000007 1107.4580000000003 3056.7500000000005 104.01000000000001 453.37980000000005 2022.5000000000002 1256.4300000000001 1188.6000000000001 1117.6621800000003 733.85806350000018 15.5815 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 8 5 7 11 19 12 10 18 -7 16 14 -14 23 20 -18 24 -5 22 -22 -1 -15 -10 right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 -13 13 15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.0021181686068779903 -0.35311471849679948 2.0827792457297996 -12.300005230903626 1.9627599732081096 12.281377357399981 -0.880419822692871 -9.0925468292236324 9.6931474776495072 -0.47131026726365094 -5.2275137393061941 -3.1318993448442032 4.146592814445496 0.28476123491923017 -1.2213916721343996 11.014953038215637 2.1502539730072021 -1.8297526423136392 7.8063289451599127 2.8855010032653809 -1.6922847168786186 -0.6616016862715417 2.4797450879216196 0.41249165062783127 -4.311176445007324 -1.194975389957428 leaf_weight=361546 32 27 20 24 23 20 30 21 25 26 31 20 36 20 20 24 30 20 20 28 561 32 590 20 20 leaf_count=361546 32 27 20 24 23 20 30 21 25 26 31 20 36 20 20 24 30 20 20 28 561 32 590 20 20 internal_value=0 -2.54512 -4.94807 -0.00130564 1.67649 -0.0291929 -2.96361 2.78464 -0.00207285 -1.72932 -0.781887 1.63309 -0.00149219 1.42921 4.11697 -0.922582 -0.00196543 2.02468 0.338889 -0.00534101 -0.00224479 -0.492086 -0.00144268 -2.76628 -0.792939 internal_weight=0 79 52 363187 166 143 70 73 363021 122 96 40 362899 120 56 64 362779 50 65 52 362729 593 362136 40 45 internal_count=363266 79 52 363187 166 143 70 73 363021 122 96 40 362899 120 56 64 362779 50 65 52 362729 593 362136 40 45 is_linear=0 shrinkage=0.01 Tree=466 num_leaves=24 num_cat=0 split_feature=14 2 2 18 26 12 3 0 5 8 3 8 17 0 26 1 16 7 3 10 3 26 16 split_gain=5.00928e+06 8.0219e+06 4.58199e+06 3.621e+07 1.17496e+07 1.07006e+07 2.20719e+07 1.06387e+07 8.1927e+06 3.1443e+06 6.15927e+06 1.86055e+06 2.08192e+06 3.30967e+06 2.0903e+06 1.12423e+06 7.86777e+06 7.15576e+06 1.19017e+06 4.19103e+06 941991 533103 200651 threshold=3182.0603000000006 873.09500000000014 2682.0900000000006 36.400375000000004 2022.5000000000002 371.74280000000005 258.76800000000009 2778.6210000000005 26.307400000000005 2971.7767500000004 698.94000000000005 1973.6620000000003 356.06250000000006 1519.5755740000002 2022.5000000000002 1256.4300000000001 1188.6000000000001 1538.3385000000001 1118.1025000000002 941.87500000000011 991.56000000000017 2022.5000000000002 148.25975000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 22 9 4 7 6 -6 8 -4 11 21 15 13 14 -13 18 17 -17 20 -20 -1 -11 -2 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.0017296803162820088 0.60069102420806886 -6.5921856753031411 4.1083735091110754 14.278632545471192 -0.072712667465209962 3.1571209812164307 -13.634884311676027 8.9142713775634768 -3.5463013136828385 -1.4410877482096354 -6.4973302676460962 3.4898786692185837 -1.038063425064087 5.4798542685735789 -0.24493067071792929 -0.41102298747981386 4.4046537833660846 -5.0720467727013991 0.18068614902303498 3.1015707570535165 -0.82510827194872516 0.60940708190202719 -0.67940794269243887 leaf_weight=361463 25 30 29 20 30 20 20 20 27 21 22 22 30 21 47 559 32 35 544 54 139 32 24 leaf_count=361463 25 30 29 20 30 20 20 20 27 21 22 22 30 21 47 559 32 35 544 54 139 32 24 internal_value=0 -2.51967 -0.00129259 1.65972 -0.068894 -3.02481 -5.49758 2.65366 0.417727 -0.00205212 -2.04937 -0.00162906 1.24334 2.00381 0.945878 -0.00204082 -0.425455 -0.685662 -0.00130902 0.444445 -0.00204619 -0.203053 -0.0262962 internal_weight=0 79 363187 166 146 70 50 76 56 363021 75 362946 120 90 69 362826 626 594 362200 598 361602 53 49 internal_count=363266 79 363187 166 146 70 50 76 56 363021 75 362946 120 90 69 362826 626 594 362200 598 361602 53 49 is_linear=0 shrinkage=0.01 Tree=467 num_leaves=24 num_cat=0 split_feature=14 19 3 2 18 26 12 3 0 1 8 3 8 17 0 26 1 16 7 3 10 3 26 split_gain=4.90959e+06 8.6383e+06 1.70824e+07 4.49081e+06 3.54894e+07 1.15157e+07 1.04876e+07 2.16327e+07 1.0427e+07 7.67196e+06 3.08172e+06 6.0367e+06 1.82352e+06 2.04049e+06 3.2438e+06 2.0487e+06 1.10186e+06 7.7112e+06 7.0207e+06 1.16649e+06 4.10762e+06 923246 522494 threshold=3182.0603000000006 151.25000000000003 453.37980000000005 2682.0900000000006 36.400375000000004 2022.5000000000002 371.74280000000005 258.76800000000009 2778.6210000000005 1098.6214000000002 2971.7767500000004 698.94000000000005 1973.6620000000003 356.06250000000006 1519.5755740000002 2022.5000000000002 1256.4300000000001 1188.6000000000001 1306.1250000000002 1118.1025000000002 941.87500000000011 991.56000000000017 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 10 5 8 7 -7 9 -5 12 22 16 14 15 -14 19 18 -18 21 -21 -1 -12 right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 leaf_value=-0.0017123837425391251 -0.3460469436645508 2.0945504831384731 -12.1271457157135 3.8593119233449302 14.135846237182619 -0.071985506057739262 3.1255497589111325 -13.498535816192629 8.8251291961669924 -3.5623303655477674 -1.4266769481840589 -6.4323569176413802 3.454979892210527 -1.0276827793121337 5.425055740901402 -0.24248132583942819 -0.3601277593799766 4.3606075100414454 -4.3876758831105329 0.17887929244953044 3.0705550569958153 -0.81685719740476548 0.60331296354532238 leaf_weight=361463 32 27 20 30 20 30 20 20 20 26 21 22 22 30 21 47 547 32 47 544 54 139 32 leaf_count=361463 32 27 20 30 20 30 20 20 20 26 21 22 22 30 21 47 547 32 47 544 54 139 32 internal_value=0 -2.49448 -4.87724 -0.00127966 1.64313 -0.068205 -2.99456 -5.44261 2.62712 0.413549 -0.0020316 -2.02888 -0.00161277 1.23091 1.98377 0.936419 -0.00202041 -0.4212 -0.678806 -0.00129593 0.440001 -0.00202573 -0.201023 internal_weight=0 79 52 363187 166 146 70 50 76 56 363021 75 362946 120 90 69 362826 626 594 362200 598 361602 53 internal_count=363266 79 52 363187 166 146 70 50 76 56 363021 75 362946 120 90 69 362826 626 594 362200 598 361602 53 is_linear=0 shrinkage=0.01 Tree=468 num_leaves=26 num_cat=0 split_feature=14 19 2 2 18 26 0 5 11 4 9 1 0 2 1 2 3 3 9 7 1 6 5 1 0 split_gain=4.81189e+06 8.4664e+06 1.68509e+07 4.40144e+06 3.47832e+07 1.12866e+07 1.02195e+07 7.95712e+06 5.44397e+06 3.51647e+06 3.92117e+06 2.43174e+06 2.40976e+06 7.43514e+06 1.45201e+07 3.5558e+06 1.82557e+06 1.35142e+06 3.80024e+06 5.50098e+06 1.36256e+06 1.75803e+06 938959 928609 57135 threshold=3182.0603000000006 151.25000000000003 440.27500000000003 2682.0900000000006 36.400375000000004 2022.5000000000002 2778.6210000000005 26.307400000000005 164.65117500000005 2693.9010000000007 1329.0550000000001 1256.4300000000001 2778.6210000000005 27.046500000000005 3.3143000000000007 1107.4580000000003 453.37980000000005 2725.8677800000005 360.85390500000005 112.55400000000002 2781.5828000000006 747.89455000000009 2871.8940000000007 733.85806350000018 15.5815 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 9 5 6 7 -5 -7 12 11 16 17 14 -14 23 24 20 19 -19 22 -22 -1 -15 -11 right_child=1 -3 -4 4 -6 8 -8 -9 -10 10 -12 -13 13 15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.001694169229721485 -0.32807864218950272 2.073604792135733 -12.029086194992065 4.046610841422245 13.994487350463867 -5.8342111660452449 8.7368776092529306 -3.4972050532588255 -0.25444192760520512 -0.46590348553657535 -5.1443793942378111 -3.0710964639725225 0.28107056405809189 -1.215141960144043 10.908110962867736 2.1300187333424887 2.846458152770996 0.37860225121180213 -2.2617113304138186 6.2421452267964685 -2.0171521789267444 1.1752587990138843 -1.1768883224094615 -4.2624500503540039 -1.1829912075996398 leaf_weight=362523 32 27 20 29 20 34 20 27 36 25 26 31 36 20 20 24 20 48 24 24 69 23 68 20 20 leaf_count=362523 32 27 20 29 20 34 20 27 36 25 26 31 36 20 20 24 20 48 24 24 69 23 68 20 20 internal_value=0 -2.46953 -4.82847 -0.00126686 1.6267 -0.067523 2.60085 0.409414 -2.96462 -0.00201129 -1.69948 -0.766482 -0.00144063 1.41541 4.07644 -0.91299 0.332642 -0.0019093 1.18441 2.33312 -0.00222331 -1.21905 -0.00191456 -2.7388 -0.784609 internal_weight=0 79 52 363187 166 146 76 56 70 363021 122 96 362899 120 56 64 65 362779 96 72 362683 92 362591 40 45 internal_count=363266 79 52 363187 166 146 76 56 70 363021 122 96 362899 120 56 64 65 362779 96 72 362683 92 362591 40 45 is_linear=0 shrinkage=0.01 Tree=469 num_leaves=25 num_cat=0 split_feature=14 19 4 2 8 9 0 4 9 26 0 1 0 2 1 2 10 4 3 1 16 0 0 0 split_gain=4.71613e+06 8.29792e+06 1.66017e+07 4.31386e+06 2.95648e+07 9.86627e+06 1.23182e+07 3.4465e+06 3.84314e+06 2.57003e+06 2.85676e+06 2.38334e+06 2.36181e+06 7.28718e+06 1.42311e+07 3.4958e+06 1.99157e+06 1.08596e+07 1.78924e+06 1.35101e+06 2.76194e+06 979990 495839 55998 threshold=3182.0603000000006 151.25000000000003 1292.0010000000002 2682.0900000000006 2971.7767500000004 29.866290000000003 1275.1415000000002 2693.9010000000007 1329.0550000000001 2022.5000000000002 1884.2950000000003 1256.4300000000001 2778.6210000000005 27.046500000000005 3.3143000000000007 549.23035000000016 3056.7500000000005 104.01000000000001 453.37980000000005 1256.4300000000001 1188.6000000000001 1117.6621800000003 227.70275000000004 15.5815 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 7 5 9 -7 12 11 10 22 18 16 14 -14 -15 19 -18 23 21 -21 -1 -5 -9 right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13 13 15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.0020488671453627607 -0.31319683611392973 2.0528689900151007 -11.927357475280763 2.4351149437644266 12.133375670391581 0.93572461684544883 -9.5515884097417203 -0.46124445900917055 -5.0929355104152974 -0.4748106760297503 5.9163765898204987 -3.0403854714670491 0.27826010810004342 -3.8229392074584965 10.799029802322389 0.96734362333248824 -1.8114329891204834 7.7015360832214359 2.8179934234619139 -0.64208137003495735 2.378415364474058 0.40583714723587039 0.25956736183166507 -1.1711613030433656 leaf_weight=361546 32 27 20 22 23 24 21 25 26 35 21 31 36 25 20 39 30 20 20 561 32 590 20 20 leaf_count=361546 32 27 20 22 23 24 21 25 26 35 21 31 36 25 20 39 30 20 20 561 32 590 20 20 internal_value=0 -2.44484 -4.78018 -0.00125419 1.61043 -0.0820738 -3.95835 -0.00199117 -1.68248 1.69785 2.90489 -0.758817 -0.00142622 1.40126 4.03568 -0.903861 -0.0018902 1.99375 0.329316 -0.00216529 -0.479087 -0.00138433 1.39914 -0.776763 internal_weight=0 79 52 363187 166 143 45 363021 122 98 63 96 362899 120 56 64 362779 50 65 362729 593 362136 42 45 internal_count=363266 79 52 363187 166 143 45 363021 122 98 63 96 362899 120 56 64 362779 50 65 362729 593 362136 42 45 is_linear=0 shrinkage=0.01 Tree=470 num_leaves=22 num_cat=0 split_feature=8 9 12 5 4 1 13 3 4 26 0 5 6 1 14 4 4 1 9 6 5 split_gain=4.25575e+06 4.8773e+07 9.10304e+06 1.15542e+07 7.61248e+06 2.78124e+06 3.53085e+07 1.27863e+07 7.45224e+06 3.91338e+06 3.76143e+06 7.63547e+06 2.24132e+06 1.96561e+06 1.79517e+06 3.45412e+06 1.51754e+06 4.68704e+06 1.04325e+06 881011 435844 threshold=2971.7767500000004 2854.0889000000006 3113.0710000000004 622.44110000000012 1292.0010000000002 2781.5828000000006 279.2602500000001 1890.7105500000002 14.450258500000002 2022.5000000000002 2778.6210000000005 670.57570000000021 37.218000000000011 255.76375000000002 1619.4627500000004 1292.0010000000002 785.57750000000021 1256.4300000000001 1972.2770000000003 1000.0509250000001 162.66100000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 -4 20 10 7 8 9 -7 14 12 13 -12 16 19 18 -18 -1 -16 -2 right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 leaf_value=-0.0018875357989000658 0.7195597829574194 12.054465464423684 -0.6880215299451673 -10.121930076599122 -6.016300210645122 5.668752102571375 13.727454544067383 -6.1500745859453758 -2.1734214090689634 0.45689141292572027 -2.8398372313759546 2.772523281492036 -0.093014446258544922 -6.3765596008300784 -0.70470274660898302 -4.0840509064992272 0.15843258101294627 2.3647184132405048 -0.99881510761805947 1.3355072479248049 -1.0961399660110474 leaf_weight=361011 39 34 37 20 31 34 20 31 39 25 55 29 20 22 138 30 1051 106 105 25 20 leaf_count=361011 39 34 37 20 31 34 20 31 39 25 55 29 20 22 138 30 1051 106 105 25 20 internal_value=0 1.8507 -0.00219969 -3.99816 -2.00406 -0.00157177 1.36438 -0.552371 1.21833 3.46034 -0.00213308 -1.72962 -3.07563 -3.85033 -0.00153258 -0.965714 -0.00101891 0.360564 -0.00217741 -0.391787 0.104068 internal_weight=0 124 362798 57 90 362741 149 129 98 59 362592 126 97 77 362466 193 362273 1157 361116 163 59 internal_count=362922 124 362798 57 90 362741 149 129 98 59 362592 126 97 77 362466 193 362273 1157 361116 163 59 is_linear=0 shrinkage=0.01 Tree=471 num_leaves=23 num_cat=0 split_feature=8 9 12 5 2 1 13 2 3 0 5 0 10 1 19 1 10 4 4 9 11 10 split_gain=4.17106e+06 4.78024e+07 8.92189e+06 1.13243e+07 8.26698e+06 2.72589e+06 3.46059e+07 1.79629e+07 7.2042e+06 3.68657e+06 7.48353e+06 2.77819e+06 1.88599e+06 2.73669e+06 1.61064e+06 3.76638e+06 1.55726e+06 6.49122e+06 1.39784e+06 1.07892e+06 957354 32649 threshold=2971.7767500000004 2854.0889000000006 3113.0710000000004 622.44110000000012 1827.1555000000001 2781.5828000000006 279.2602500000001 1827.1555000000001 648.27500000000009 2778.6210000000005 670.57570000000021 688.40820000000008 23.837500000000002 13.870700000000001 1602.6720400000004 555.56875000000014 3056.7500000000005 334.05380000000002 727.60250000000008 2854.0889000000006 270.50080000000008 7.283500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 -4 18 9 7 8 11 14 12 -7 13 -11 16 20 19 -18 21 -1 -16 -2 right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.0011546359447145596 0.51292986313501987 11.933920671799603 -0.68114135916168628 -10.020710578918457 -7.3123996421423829 -1.0805251033306122 13.590179471969606 -6.544536993238661 6.6303681149690048 -2.3218818797235903 2.744797961794097 3.3293896198272708 -0.54373932299406635 -6.2871328176770902 0.24849207522322053 -5.0050540015811009 -1.8038718450986424 5.2624185345723085 -2.2656046121016793 -1.3204309981869113 -1.9554133153844762 1.052845927647182 leaf_weight=362231 24 34 37 20 22 50 20 36 23 46 29 20 23 28 73 21 26 26 23 62 27 21 leaf_count=362231 24 34 37 20 22 50 20 36 23 46 29 20 23 28 73 21 26 26 23 62 27 21 internal_value=0 1.83219 -0.00217769 -3.95818 -1.98402 -0.00155605 1.35074 -0.546848 1.77484 -0.00211175 -1.71233 0.179451 -3.04487 -3.82225 -0.00151725 -1.15506 -0.00113204 1.72927 -0.26013 -0.00138041 -0.346562 0.764891 internal_weight=0 124 362798 57 90 362741 149 129 93 362592 126 70 97 74 362466 121 362345 52 68 362293 100 45 internal_count=362922 124 362798 57 90 362741 149 129 93 362592 126 70 97 74 362466 121 362345 52 68 362293 100 45 is_linear=0 shrinkage=0.01 Tree=472 num_leaves=27 num_cat=4 split_feature=8 9 7 13 4 4 25 3 3 4 5 0 2 0 3 26 25 26 0 25 7 0 25 0 10 2 split_gain=4.08806e+06 4.68511e+07 9.85317e+06 7.66821e+06 1.372e+07 1.55223e+06 6.76918e+06 3.84381e+07 1.99064e+07 2.41921e+07 7.03432e+06 5.16712e+06 4.47677e+06 2.9675e+06 2.88515e+06 1.63642e+06 1.61641e+06 793376 3.18802e+06 2.50564e+06 3.16957e+06 1.76902e+06 1.14426e+06 864561 375613 303325 threshold=2971.7767500000004 2854.0889000000006 1538.3385000000001 3214.9168000000004 362.02000000000004 480.67500000000001 0 2725.8677800000005 2725.8677800000005 1888.1190000000004 2871.8940000000007 1884.2950000000003 189.07500000000002 2778.6210000000005 104.41300000000003 2022.5000000000002 1 2022.5000000000002 887.79240000000016 2 610.83000000000004 1519.5755740000002 3 1884.2950000000003 19.090500000000002 367.00960450000008 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 9 2 2 2 left_child=3 2 25 5 24 13 7 11 10 -10 16 12 -7 17 15 -15 -8 19 22 20 -1 -20 -19 -21 -5 -2 right_child=1 -3 -4 4 -6 6 8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 21 23 -22 -23 -24 -25 -26 -27 leaf_value=0.10643465506167792 -0.25934037208557131 11.814581549027388 -6.887787175178528 -1.164540653795004 -10.339455417633058 0.11665635031170961 -0.48221175438707525 12.854985878555864 1.1388511326002038 -12.940565126859225 5.1908528825971816 -4.0049524730184807 2.011944163391246 0.36205318705240885 -4.7799000231424973 -2.9168757073775584 0.20835186536388578 -0.096137542589097708 -1.4015857583725033 -0.0016645104126822732 1.7297068970262512 0.14948871190108143 -0.0078825177453845825 1.9808501798456366 0.77353272068500523 1.2025297563726252 leaf_weight=20409 40 34 28 20 20 328 430 27 23 26 27 23 201 45 24 23 1468 16133 257 159671 121 103 163377 22 20 22 leaf_count=20409 40 34 28 20 20 328 430 27 23 26 27 23 201 45 24 23 1468 16133 257 159671 121 103 163377 22 20 22 internal_value=0 1.81387 -1.96418 -0.00215591 -3.57682 -0.00156463 0.244143 1.18444 -0.0374683 -6.33186 0.122558 0.635055 0.836794 -0.00330621 -1.79906 -0.746996 0.0504588 -0.00284742 -0.0177053 0.0119814 0.115945 -0.957806 -0.01582 -0.0013913 -0.195504 0.259388 internal_weight=0 124 90 362798 60 362738 2553 579 1974 49 1925 552 529 360185 92 68 1898 360093 179870 180223 20530 360 179510 159693 40 62 internal_count=362922 124 90 362798 60 362738 2553 579 1974 49 1925 552 529 360185 92 68 1898 360093 179870 180223 20530 360 179510 159693 40 62 cat_boundaries=0 7 12 19 26 cat_threshold=137379840 360960 1572864 65537 8410112 0 128 2147745796 1073741828 67108928 1148190752 2048 2147516416 4 2415919441 1074987056 8391185 67133456 2 3222306816 4 2148597825 1078150160 9472016 24592 2 is_linear=0 shrinkage=0.01 Tree=473 num_leaves=25 num_cat=0 split_feature=2 12 3 3 17 9 6 5 2 9 5 5 4 6 4 2 3 15 7 15 3 18 18 11 split_gain=3.41902e+06 3.90355e+07 1.28196e+08 3.00723e+07 5.38792e+06 3.2604e+06 4.50591e+06 2.03826e+06 5.47978e+06 1.75901e+06 1.61749e+06 1.67782e+06 1.20229e+06 993222 6.02686e+06 8.93506e+06 1.88952e+06 971652 2.2063e+06 1.13544e+06 1.60368e+06 1.11774e+06 921387 456859 threshold=2682.0900000000006 85.709000000000017 2725.8677800000005 2725.8677800000005 2.6358130000000006 2854.0889000000006 814.10926000000006 2871.8940000000007 1107.4580000000003 331.98000000000008 1146.4585000000004 7.9537500000000003 104.01000000000001 1937.6795000000002 1522.8167500000002 967.39580000000012 991.56000000000017 1947.7010000000002 912.83060000000012 933.03750000000002 511.93300000000005 1022.0625000000001 833.30100000000004 11.955 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 4 10 -3 7 23 13 9 12 11 -2 -9 17 15 16 -15 19 22 21 -21 -1 -19 -7 right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 leaf_value=-0.0018396417807929285 0.61224634239890363 -5.5594449864263122 27.279589457078416 -10.5025806627735 1.362712395407937 0.85067404440471106 -4.4637235465416545 -0.25722834014892576 6.1231089096069331 -2.3278299647569658 -1.686461932182312 3.9945086004734036 2.9884331158229283 0.93980029341697691 -3.0424622048272028 6.6277050345284607 -2.2383051909099927 -0.40646057438850408 3.8618217104957218 -0.18885422492979981 -1.8127702943189643 -0.7610900253610513 2.0273024059477307 -0.92541873296101884 leaf_weight=361714 55 23 22 31 22 28 39 25 20 20 20 20 21 125 36 28 22 60 21 244 81 194 21 30 leaf_count=361714 55 23 22 31 22 28 39 25 20 20 20 20 21 125 36 28 22 60 21 244 81 194 21 30 internal_value=0 1.32911 7.49647 -1.95036 -2.17528 -0.00222818 -1.83535 -0.00173784 1.53758 0.148027 0.840363 1.51418 1.22449 -0.00210298 0.683789 1.45033 0.464165 -0.0025024 0.973372 -0.00277719 -0.593584 -0.00224664 0.224515 -0.0679946 internal_weight=0 193 67 126 45 362729 97 362632 86 66 95 75 46 362546 211 175 147 362335 102 362233 325 361908 81 58 internal_count=362922 193 67 126 45 362729 97 362632 86 66 95 75 46 362546 211 175 147 362335 102 362233 325 361908 81 58 is_linear=0 shrinkage=0.01 Tree=474 num_leaves=23 num_cat=0 split_feature=8 9 12 5 2 1 13 2 3 0 5 0 10 1 14 19 15 2 13 9 5 10 split_gain=3.9222e+06 4.55027e+07 8.72357e+06 1.10847e+07 8.04427e+06 2.69015e+06 3.37548e+07 1.73906e+07 7.00798e+06 3.53676e+06 7.31961e+06 2.72668e+06 1.86366e+06 2.65665e+06 1.73825e+06 1.64393e+06 1.22954e+06 1.11794e+06 3.78509e+06 1.14636e+06 1.05877e+06 86372.2 threshold=2971.7767500000004 2854.0889000000006 3113.0710000000004 622.44110000000012 1827.1555000000001 2781.5828000000006 279.2602500000001 1827.1555000000001 648.27500000000009 2778.6210000000005 670.57570000000021 688.40820000000008 23.837500000000002 13.870700000000001 1619.4627500000004 1138.9150000000002 1582.5954300000001 873.09500000000014 1175.575 1600.0905700000001 236.84755000000004 7.283500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 -4 20 9 7 8 11 14 12 -7 13 -11 17 16 -16 19 -19 -1 21 -2 right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.001518152168488138 0.25414434204101566 11.632444259419159 -0.67171398894206902 -9.9119505462646487 -7.2027107542211359 -1.0695515649318694 13.429897808074953 -6.4335783428615994 6.5411476334281593 -2.2895230226931362 2.7308845973836964 3.2992871856689452 -0.50875024961388637 -6.1963580478940701 -0.93004246895745302 -3.4593755440090015 1.654556885276522 0.18915821986419931 2.9819849077860519 -0.81107459373474111 -1.9914590204280356 1.135818952560425 leaf_weight=361046 25 34 37 20 22 50 20 36 23 46 29 20 23 28 149 23 21 1001 51 175 23 20 leaf_count=361046 25 34 37 20 22 50 20 36 23 46 29 20 23 28 149 23 21 1001 51 175 23 20 internal_value=0 1.77669 -0.00211274 -3.9139 -1.94659 -0.00149806 1.3419 -0.532204 1.7522 -0.0020501 -1.67716 0.178688 -2.99502 -3.76778 -0.0014678 -0.95024 -0.610768 -0.000962347 0.324552 -0.00191036 -0.246082 0.646 internal_weight=0 124 362798 57 90 362741 149 129 93 362592 126 70 97 74 362466 193 170 362273 1052 361221 68 45 internal_count=362922 124 362798 57 90 362741 149 129 93 362592 126 70 97 74 362466 193 170 362273 1052 361221 68 45 is_linear=0 shrinkage=0.01 Tree=475 num_leaves=30 num_cat=0 split_feature=3 12 13 2 9 1 10 0 14 7 9 3 3 8 1 9 18 18 12 8 6 5 5 1 2 7 10 7 1 split_gain=3.72472e+06 3.87287e+07 9.04602e+07 1.51883e+07 5.64997e+06 4.28643e+06 2.9608e+06 2.99739e+06 3.68414e+06 4.07915e+06 4.87514e+06 6.35835e+06 5.2871e+06 3.56612e+06 2.88447e+06 2.54942e+06 2.516e+06 1.8367e+06 1.72082e+06 1.45765e+06 1.47196e+06 4.27232e+06 1.43078e+06 1.36558e+06 1.2185e+06 1.20501e+06 2.02058e+06 1.1066e+06 1.00919e+06 threshold=2725.8677800000005 41.583622500000004 676.19050000000004 2682.0900000000006 16.278455000000005 962.58510000000012 3056.7500000000005 1117.6621800000003 22.494449999999997 1306.1250000000002 274.34750000000008 149.268 43.620500000000007 1350.3896175000002 860.12500000000011 11.865000000000002 338.52300000000008 133.78800000000004 1324.2200000000003 2971.7767500000004 1937.6795000000002 1561.8224400000001 492.24500000000006 10.127500000000001 11.905750000000003 2822.9627650000007 6.7725000000000009 227.67125000000004 1461.4925000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 5 24 7 19 9 10 12 -12 -9 15 -11 -10 -17 -15 22 20 25 27 -8 -21 -2 28 -27 -22 -1 right_child=1 2 -4 -5 -6 -7 18 8 13 14 11 -13 -14 17 -16 16 -18 -19 -20 23 21 -23 -24 -25 -26 26 -28 -29 -30 leaf_value=-0.0011451565735566323 1.3615537495613097 23.501868699115256 -1.6249708898443924 -9.1415662328402192 -4.3232005111030913 5.2861440658569334 -2.1785362519715963 1.5954630298084684 -4.5519348326183504 0.55645213567293605 -0.93156167095357723 5.4816435799231895 -0.44814574246619138 4.1801647014617922 -4.2008575714111327 -1.7862221723253078 1.1206983055008783 -0.10551430892944336 -4.2978531022505324 -0.37637248254591421 -0.43998772385445506 4.5828809130633319 1.0739139500118438 -3.7279396302886307 -2.1291459379196165 -0.036641637086868288 4.0151743917465215 1.4350727549985964 0.5487926487812026 leaf_weight=361475 20 23 38 24 23 20 38 342 21 26 22 52 201 20 25 88 45 20 22 31 88 27 21 20 20 32 20 49 334 leaf_count=361475 20 23 38 24 23 20 38 342 21 26 22 52 201 20 25 88 45 20 22 31 88 27 21 20 20 32 20 49 334 internal_value=0 1.49008 7.84908 -2.13514 -0.109188 1.50618 0.000747958 0.0011746 0.590156 0.942468 1.16713 3.57501 0.838989 -0.622957 -1.77556 -1.31394 -0.802678 2.03733 -1.91093 -0.000227595 1.05508e-05 0.947179 -1.02088 -1.69071 -0.383796 -0.000418718 1.52175 0.230654 -0.000637488 internal_weight=0 168 61 107 83 60 363019 362938 862 668 617 74 543 194 51 154 133 40 81 362076 362025 164 59 51 40 361861 52 137 361809 internal_count=363187 168 61 107 83 60 363019 362938 862 668 617 74 543 194 51 154 133 40 81 362076 362025 164 59 51 40 361861 52 137 361809 is_linear=0 shrinkage=0.01 Tree=476 num_leaves=32 num_cat=3 split_feature=17 3 3 12 2 2 8 1 0 25 2 0 1 2 20 0 2 24 8 1 1 3 5 24 20 10 1 26 11 10 12 split_gain=3.72571e+06 9.19729e+06 9.14505e+06 6.94594e+07 1.00967e+08 1.50546e+07 3.01488e+06 4.23087e+06 2.65831e+06 1.83392e+07 6.16515e+07 3.06799e+07 6.97998e+06 6.75603e+06 4.63224e+06 4.4839e+06 5.45164e+06 3.72987e+06 1.91246e+06 1.73044e+06 1.05213e+06 6.03197e+06 2.36244e+07 2.25894e+06 980995 783334 784408 761631 668253 204886 5834.35 threshold=2221.3567500000004 1493.1141200000004 2725.8677800000005 85.709000000000017 1468.575 2682.0900000000006 311.75250000000005 962.58510000000012 1117.6621800000003 0 27.046500000000005 1884.2950000000003 2781.5828000000006 210.00800000000001 74.460000000000008 2778.6210000000005 873.09500000000014 1 2971.7767500000004 17.514500000000002 1461.4925000000003 543.62350000000004 288.75836000000004 2 1267.4475000000002 3056.7500000000005 7.1627500000000017 2022.5000000000002 789.79950000000008 17.854000000000003 52.401500000000006 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=2 24 8 5 -5 6 7 27 18 10 11 -10 13 14 -11 16 -12 -15 20 -20 25 23 -23 -22 28 26 -1 -4 29 -2 -27 right_child=1 -3 3 4 -6 -7 -8 -9 9 12 15 -13 -14 17 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 30 -28 -29 -30 -31 -32 leaf_value=-0.0057204877056555494 -0.014533694450344359 -7.9682762451171882 0.61982897567749018 -0.6676992999182807 28.192112433693623 -9.0501507659753173 -3.4586227073669433 4.668593299502418 6.389356187184652 -1.0912767082088524 -1.7462466355732509 22.730359451293943 -4.8024068709342709 2.5173344194985989 3.8532069206237796 -3.8405181376139326 3.290637251247059 0.2094312157606085 -0.52412575422014507 -4.2114384696483613 0.80733201412927547 10.405259720007223 -0.66165722731621035 -0.98368286636305158 -2.3847756640116375 -1.4786119669133968 0.040888379903979602 -2.0484282435541568 1.5233923192457721 -1.3212027468000138 -1.2426215450763702 leaf_weight=320912 28 20 20 27 22 24 20 21 27 360 42 20 31 113 20 27 44 182 35 20 116 28 62 151 21 22 40686 23 22 21 20 leaf_count=320912 28 20 20 27 22 24 20 21 27 360 42 20 31 113 20 27 44 182 35 20 116 28 62 151 21 22 40686 23 22 21 20 internal_value=0 -1.82217 0.00198505 2.41494 12.2898 -2.0653 -0.0696341 0.989425 0.000941194 0.554324 3.49924 13.343 -0.160373 0.0504407 -0.831041 -0.285383 0.830764 1.18591 -0.000382454 -1.86497 -9.91583e-05 0.542508 2.78138 -0.212169 -0.486064 -0.000634804 -0.000476188 -0.807378 0.0755272 -0.574535 -1.36624 internal_weight=0 112 363075 157 49 108 84 64 362918 866 160 47 706 675 380 113 86 295 362052 55 361997 357 90 267 92 361640 361598 43 71 49 42 internal_count=363187 112 363075 157 49 108 84 64 362918 866 160 47 706 675 380 113 86 295 362052 55 361997 357 90 267 92 361640 361598 43 71 49 42 cat_boundaries=0 4 5 6 cat_threshold=9437696 0 16 1073741824 3112 395 is_linear=0 shrinkage=0.01 Tree=477 num_leaves=38 num_cat=6 split_feature=4 17 2 0 2 0 25 1 1 2 8 25 1 4 0 26 1 7 0 8 2 7 7 13 25 24 1 4 19 11 25 14 4 2 24 8 8 split_gain=4.09059e+06 2.82585e+07 6.45618e+07 7.36328e+06 4.76222e+06 2.50641e+06 2.48345e+07 4.67889e+07 3.40839e+07 2.53157e+07 1.83498e+07 1.06527e+07 8.06158e+06 1.1488e+07 2.72528e+06 2.59239e+06 1.91568e+06 1.83559e+06 1.79429e+06 1.7475e+06 1.38711e+06 1.17384e+06 1.09398e+06 4.21484e+06 3.38263e+06 3.64945e+06 1.72203e+06 968750 964677 880710 1.77484e+06 1.02111e+06 1.00707e+06 697958 1.1898e+06 678528 241840 threshold=2693.9010000000007 254.62750000000003 2682.0900000000006 1117.6621800000003 189.07500000000002 887.79240000000016 0 1461.4925000000003 2781.5828000000006 10.601000000000001 581.43500000000006 1 133.85250000000005 119.57250000000001 1884.2950000000003 2022.5000000000002 424.16250000000008 576.56500000000017 1519.5755740000002 2971.7767500000004 1271.7445000000002 659.5150000000001 610.83000000000004 1.9889090000000003 2 3 1461.4925000000003 508.93250000000006 575.81500000000017 219.41800000000003 4 310.82999999999998 588.42000000000019 1271.7445000000002 5 1973.6620000000003 164.23575000000005 decision_type=2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 1 2 2 left_child=5 2 3 4 -2 19 7 9 11 -7 -10 12 18 -14 20 -16 -11 -5 -8 22 -13 -21 29 24 25 -24 28 -26 -25 33 31 -31 -32 35 -35 -1 -18 right_child=1 -3 -4 17 -6 6 8 -9 10 16 -12 14 13 -15 15 -17 36 -19 -20 21 -22 -23 23 26 27 -27 -28 -29 -30 30 32 -33 -34 34 -36 -37 -38 leaf_value=-0.0028897352952761408 -0.30248320423232183 -7.2851233634948738 15.420670228845934 -1.6342670001983644 5.2134286745389309 9.7635737715096305 -0.83459103358552811 18.611100599198114 -13.908005399703979 0.9915005493164063 -1.7822731812795005 -0.4346821465705844 5.1679603331980086 1.1218762301211536 -3.8890264435344273 -0.78578378561717355 -3.5646128530502317 -5.9186490364074711 1.0715728935442475 -0.64613622128963477 1.8278364207826812 -3.7344157490730288 2.7807461205897512 -0.16032411764120924 -0.0022278837641167173 0.59059303854641165 -3.0069151449203493 1.1906332691311836 -1.5505394411087037 0.40845297665804026 0.07555406743298064 1.3721040274006453 -0.73408056320024262 0.39944204371908437 -0.87257984312905212 1.351380701838313 -2.0452482546459545 leaf_weight=356741 45 30 34 20 24 29 141 21 26 20 24 413 99 241 45 67 20 20 76 32 29 20 125 358 457 218 26 80 58 745 2230 129 165 105 215 37 22 leaf_count=356741 45 30 34 20 24 29 141 21 26 20 24 413 99 241 45 67 20 20 76 32 29 20 125 358 457 218 26 80 58 745 2230 129 165 105 215 37 22 internal_value=0 1.53874 3.3899 -0.362824 1.61609 0.000676354 0.44362 4.73376 -0.0109226 2.05149 -8.08765 0.352468 1.31528 2.3 -0.627961 -2.03262 -1.55577 -3.77646 -0.166994 -0.000882407 -0.286236 -1.83394 -0.000618869 0.286521 0.686691 1.44492 -0.510197 0.172272 -0.354152 -0.00167224 0.16172 0.544456 0.0196933 -0.00316798 -0.469983 -0.00274929 -2.76876 internal_weight=0 173 143 109 69 363014 1273 112 1161 91 50 1111 557 340 554 112 62 40 217 361741 442 52 361689 1322 880 343 442 537 416 360367 3269 874 2395 357098 320 356778 42 internal_count=363187 173 143 109 69 363014 1273 112 1161 91 50 1111 557 340 554 112 62 40 217 361741 442 52 361689 1322 880 343 442 537 416 360367 3269 874 2395 357098 320 356778 42 cat_boundaries=0 1 8 12 13 19 20 cat_threshold=1049088 8421376 134479876 4112 1073741824 16384 16384 4 134251520 134217792 320 1073741824 2306 3474944 33832 134746112 4194304 8410368 16384 1050 is_linear=0 shrinkage=0.01 Tree=478 num_leaves=39 num_cat=4 split_feature=4 17 2 0 2 9 0 25 1 1 2 9 25 1 4 9 0 26 9 5 0 7 13 5 1 1 6 5 2 25 14 12 11 25 9 7 6 6 split_gain=4.00918e+06 2.76961e+07 6.3277e+07 7.21675e+06 4.66745e+06 2.94029e+06 2.45652e+06 2.43403e+07 4.58578e+07 3.34056e+07 2.4812e+07 1.72344e+07 1.04407e+07 7.90115e+06 1.12594e+07 2.89043e+06 2.67105e+06 2.5408e+06 1.80469e+06 2.72245e+06 1.75859e+06 1.52689e+06 3.92176e+06 5.53701e+06 4.39746e+06 1.66136e+06 1.64805e+06 5.53269e+06 1.3595e+06 1.01432e+06 952655 756111 730088 2.01482e+06 710156 365128 78970.5 22883 threshold=2693.9010000000007 254.62750000000003 2682.0900000000006 1117.6621800000003 189.07500000000002 658.43074000000013 887.79240000000016 0 1461.4925000000003 2781.5828000000006 10.601000000000001 265.57100000000008 1 133.85250000000005 119.57250000000001 360.85390500000005 1884.2950000000003 2022.5000000000002 1972.2770000000003 492.24500000000006 1519.5755740000002 610.83000000000004 1.9889090000000003 1561.8224400000001 1461.4925000000003 1461.4925000000003 1937.6795000000002 442.11875000000003 1271.7445000000002 2 191.50700000000003 371.74280000000005 176.33882000000003 3 438.06825000000003 3.3935000000000004 22.827400000000004 5.769000000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=6 2 3 4 -2 -5 18 8 10 12 -8 -11 13 20 -15 36 28 -18 21 31 -9 26 23 24 -23 29 32 35 -14 -24 -21 37 34 -34 -1 -28 -12 -20 right_child=1 -3 -4 5 -6 -7 7 9 -10 11 15 -13 16 14 -16 -17 17 -19 19 30 -22 22 25 -25 -26 -27 27 -29 -30 -31 -32 -33 33 -35 -36 -37 -38 -39 leaf_value=-0.0028094748557149214 -0.29945836088392469 -7.2122720400492346 15.266463977308833 -1.0274699020385742 5.1612941765785214 -6.449917011260986 9.6659379288245901 -0.82624512714697118 18.424989482107616 -14.117529846032459 -2.6571790631612142 -2.3660829309316784 -0.43033531726128255 5.1162807048450816 1.1106574625593004 1.4767340750921341 -3.8501361715528701 -0.7779259173549824 -0.78243908193376333 -1.8372289337650423 1.0608571132860687 0.45683487817185731 -1.0893545062839984 4.8127670222520829 5.0917601885114401 -2.8881173691382775 0.27121181620018825 5.056933048112052 1.8095582536171222 0.028188408456551725 -4.5957669685000466 1.5217484946872879 0.4378368717179244 -0.030762026252095738 -0.26914122799240736 -1.3028453435897829 -3.5351895866394045 -0.36056390666961669 leaf_weight=355160 45 30 34 20 24 20 29 141 21 24 21 26 413 99 241 21 45 67 36 31 76 811 102 32 21 26 56 28 29 302 21 23 1393 2655 1004 20 20 20 leaf_count=355160 45 30 34 20 24 20 29 141 21 24 21 26 413 99 241 21 45 67 36 31 76 811 102 32 21 26 56 28 29 302 21 23 1393 2655 1004 20 20 20 internal_value=0 1.52335 3.356 -0.359195 1.59993 -3.73869 0.000670388 0.439184 4.68642 -0.0108134 2.03098 -8.00678 0.348944 1.30212 2.277 -1.54021 -0.621682 -2.0123 -0.000872782 -1.17438 -0.165325 -0.000447656 0.342446 0.73082 0.573822 -0.437916 -0.00167909 1.25697 -0.283374 -0.28023 -2.95125 -0.00479582 -0.00204248 0.131498 -0.00356024 -0.143014 -3.08548 -0.631769 internal_weight=0 173 143 109 69 40 363014 1273 112 1161 91 50 1111 557 340 62 554 112 361741 131 217 361610 1294 864 832 430 360316 104 442 404 52 79 360212 4048 356164 76 41 56 internal_count=363187 173 143 109 69 40 363014 1273 112 1161 91 50 1111 557 340 62 554 112 361741 131 217 361610 1294 864 832 430 360316 104 442 404 52 79 360212 4048 356164 76 41 56 cat_boundaries=0 1 8 15 21 cat_threshold=1049088 8421376 134479876 4112 1073741824 16384 16384 4 0 0 256 1073741824 4194304 0 128 204801664 33896 134746128 4194304 8410368 16386 is_linear=0 shrinkage=0.01 Tree=479 num_leaves=29 num_cat=3 split_feature=4 17 3 10 0 24 0 1 26 0 1 24 3 8 0 1 0 8 3 1 3 14 3 24 0 0 26 5 split_gain=3.9294e+06 2.7145e+07 6.10572e+07 4.35831e+06 3.61499e+06 7.04715e+06 1.12327e+07 6.35807e+06 5.36706e+06 1.00739e+07 5.31523e+06 5.40183e+06 3.27458e+06 3.07835e+06 2.31535e+06 4.87925e+06 1.93438e+06 1.41274e+06 1.2716e+06 1.22754e+06 9.34099e+06 1.07328e+06 971637 702760 1.53854e+06 1.238e+06 596183 270143 threshold=2693.9010000000007 254.62750000000003 2725.8677800000005 3056.7500000000005 1117.6621800000003 0 2778.6210000000005 2781.5828000000006 2022.5000000000002 1519.5755740000002 86.918400000000005 1 1118.1025000000002 1581.7937000000002 1117.6621800000003 523.64669700000002 1884.2950000000003 2971.7767500000004 373.20250000000004 2781.5828000000006 748.6165000000002 595.43450000000018 171.89580000000004 2 257.57200000000006 86.808500000000024 2022.5000000000002 127.44950000000001 decision_type=2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=3 2 14 4 17 6 8 10 9 -6 16 -12 -9 21 15 27 -7 19 -10 23 26 -5 -19 24 -1 -25 -21 -2 right_child=1 -3 -4 13 5 7 -8 12 18 -11 11 -13 -14 -15 -16 -17 -18 22 -20 20 -22 -23 -24 25 -26 -27 -28 -29 leaf_value=-0.037679551493212157 -1.3498185620939032 -7.140149402618408 15.252423206676138 -2.3468108746499725 8.4318214042663584 -0.09964897414471241 8.8657162826538087 -0.70363753807544716 -1.9712178108908913 0.1204771946498326 2.790830956827985 0.33657756387589366 -6.3574982198079431 -5.7614750843048093 -2.336623382700814 4.9746848261356353 -1.9728565012491666 -0.39456066272876883 1.0187212314605714 -2.0134082512233569 7.1522578773498537 0.46722276926040651 -3.1915521733657175 -5.2564895183897753e-05 -0.61737172366214055 0.10098512080671655 0.047699925833278235 0.11484944391250611 leaf_weight=29741 34 30 33 33 25 188 25 20 33 35 127 289 21 20 36 20 78 27 25 23 20 23 23 319131 465 12606 36 20 leaf_count=29741 34 30 33 33 25 188 25 20 33 35 127 289 21 20 36 20 78 27 25 23 20 23 23 319131 465 12606 36 20 internal_value=0 1.50812 3.32244 0.000663505 0.00116491 0.646486 2.59525 0.222078 1.4867 3.58354 0.455079 1.16101 -3.59952 -2.39379 -0.25656 0.755363 -0.648935 -0.000378563 -0.682451 -0.000146422 1.24625 -1.19105 -1.68118 -0.000418469 -0.0465881 0.00378675 -0.755783 -0.807349 internal_weight=0 173 143 363014 362938 866 143 723 118 60 682 416 41 76 110 74 266 362072 58 362022 79 56 50 361943 30206 331737 59 54 internal_count=363187 173 143 363014 362938 866 143 723 118 60 682 416 41 76 110 74 266 362072 58 362022 79 56 50 361943 30206 331737 59 54 cat_boundaries=0 1 2 3 cat_threshold=6 3088 128 is_linear=0 shrinkage=0.01 Tree=480 num_leaves=20 num_cat=0 split_feature=19 17 16 17 6 12 4 5 4 1 4 2 9 2 4 9 6 1 15 split_gain=3.06556e+06 6.74565e+06 6.44533e+06 1.74345e+07 2.02618e+06 1.41585e+07 2.77507e+07 3.42209e+06 3.52968e+06 2.48432e+06 2.40992e+07 8.05775e+06 4.84726e+06 3.29676e+06 8.95688e+06 2.45231e+06 2.02054e+06 4.01381e+06 2.04467e+06 threshold=3260.8512500000006 1071.2935000000002 3006.0949125000006 1179.9325000000001 2976.3936000000008 1621.2640000000004 2693.9010000000007 670.57570000000021 17.427500000000002 2781.5828000000006 1888.1190000000004 1827.1555000000001 285.55675000000008 2682.0900000000006 1292.0010000000002 29.866290000000003 1937.6795000000002 104.01000000000001 1947.7010000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 9 6 7 8 -6 13 11 12 -11 16 15 -15 18 -18 -1 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17 17 -19 -20 leaf_value=-9.5534505863165237e-05 -1.2241160522046544 6.8907086563110349 1.0015610426839661 -10.587198202950615 -0.75412187823227472 6.1943650874637424 -13.066409136454265 -2.6455068599816527 4.7462810068130494 2.217262500320162 11.209038914271764 -5.8742920858209793 -2.7704700745476618 1.0242875989790887 -6.3893685103654869 -2.5865258478235313 -0.84575227876143022 2.6725717738308488 1.4090465875563112 leaf_weight=362525 21 20 34 21 28 21 21 33 20 70 21 22 27 62 30 27 55 79 103 leaf_count=362525 21 20 34 21 28 21 21 33 20 70 21 22 27 62 30 27 55 79 103 internal_value=0 2.73434 -0.000226922 -3.42324 0.00029151 -1.28296 -2.82241 -0.166562 1.53771 0.000726307 1.33258 -0.410326 0.828925 0.000212476 -1.66396 -0.0711277 0.00075839 1.22848 0.000304715 internal_weight=0 41 363199 55 363144 123 102 81 48 363021 140 119 97 362881 119 89 362762 134 362628 internal_count=363240 41 363199 55 363144 123 102 81 48 363021 140 119 97 362881 119 89 362762 134 362628 is_linear=0 shrinkage=0.01 Tree=481 num_leaves=20 num_cat=0 split_feature=19 16 7 15 15 3 7 12 5 8 26 8 0 5 1 2 11 8 7 split_gain=3.00456e+06 6.31707e+06 1.40794e+07 5.13396e+06 1.68586e+06 5.52953e+06 2.61914e+06 8.21761e+06 2.03613e+07 1.74646e+06 1.64093e+06 1.37596e+06 2.38671e+06 2.09643e+07 2.34927e+06 1.17824e+06 778818 763726 687765 threshold=3260.8512500000006 3006.0949125000006 485.08750000000003 1582.5954300000001 1947.7010000000002 1493.1141200000004 2822.9627650000007 1132.9885000000002 1908.1960000000001 177.38250000000002 2022.5000000000002 2971.7767500000004 2778.6210000000005 45.32630000000001 962.58510000000012 873.09500000000014 0.76171500000000014 1148.5039000000004 19.668459000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -2 6 9 11 8 10 16 -8 12 15 -14 18 -1 -6 -11 -13 right_child=3 2 -4 -5 5 -7 7 -9 -10 17 -12 14 13 -15 -16 -17 -18 -19 -20 leaf_value=-0.00086972762678306538 -0.91901680475473402 0.4356468526635851 -10.08214740562439 6.1603329249790741 2.0886543080574129 5.7084099405462085 1.5979480766427929 3.1583321648836136 -11.087925852899966 -2.5845280124830161 -1.5430555998973359 1.0585050798499065 4.5125458535693941 -3.2268389285405479 -4.1968848196665451 0.32426722534014202 -0.21041503989178204 0.05314824967157273 -1.2752864796774728 leaf_weight=361560 20 35 20 21 41 22 29 29 23 23 39 23 84 60 21 1118 23 21 28 leaf_count=361560 20 35 20 21 41 22 29 29 23 23 39 23 84 60 21 1118 23 21 28 internal_value=0 -0.000224653 -3.38901 2.70699 0.000288595 1.13886 -0.000119144 -1.47724 -2.95452 0.20803 -0.20351 0.000369305 0.000643609 1.2878 -1.3819 0.000132547 1.26243 -1.32564 -0.222792 internal_weight=0 363199 55 41 363144 130 363014 120 91 108 68 362894 362822 144 72 362678 64 44 51 internal_count=363240 363199 55 41 363144 130 363014 120 91 108 68 362894 362822 144 72 362678 64 44 51 is_linear=0 shrinkage=0.01 Tree=482 num_leaves=20 num_cat=0 split_feature=19 17 17 4 12 4 6 1 9 0 1 4 5 1 10 19 0 2 6 split_gain=2.94477e+06 6.52348e+06 5.94392e+06 2.25665e+07 2.21103e+06 1.99317e+07 6.83336e+06 2.87439e+07 3.17072e+06 2.94933e+06 2.84428e+07 5.15296e+06 1.89251e+06 1.42819e+06 1.18204e+06 2.45652e+06 934313 753019 164240 threshold=3260.8512500000006 1071.2935000000002 2221.3567500000004 1522.8167500000002 3113.0710000000004 1888.1190000000004 2976.3936000000008 1461.4925000000003 285.55675000000008 2778.6210000000005 2781.5828000000006 2693.9010000000007 158.54900000000004 234.35700000000003 1935.1350000000002 10.722500000000002 249.87000000000003 967.39580000000012 41.325565000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 13 6 12 9 8 17 14 11 -11 -6 18 16 -16 -1 -8 -4 right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 leaf_value=-0.0022051722918211571 -1.2127980891295842 6.7672778129577642 -0.18086272064981787 -11.376085479042747 0.010781348092215402 10.266088171958923 0.045382053785853922 -11.448297622115524 3.5254105611642199 0.4996327198676343 12.191629362560455 -5.0344505958557129 -3.8453489317893981 2.4932769374847412 0.35721890227869152 3.9745608676563609 0.12397958577047638 -2.3747037239074706 -1.3420856448582239 leaf_weight=356662 21 20 29 22 35 20 36 27 24 106 21 20 20 20 128 22 5966 20 21 leaf_count=356662 21 20 29 22 35 20 36 27 24 106 21 20 20 20 128 22 5966 20 21 internal_value=0 2.67992 -0.000222407 -2.54171 0.000421527 1.71723 6.68458e-05 -2.52668 0.484369 0.000811798 1.41698 -0.378793 -1.39145 0.23481 0.000237957 0.887762 -0.000129165 -0.818934 -0.668576 internal_weight=0 41 363199 92 363107 75 363032 107 80 362925 147 126 55 70 362778 150 362628 56 50 internal_count=363240 41 363199 92 363107 75 363032 107 80 362925 147 126 55 70 362778 150 362628 56 50 is_linear=0 shrinkage=0.01 Tree=483 num_leaves=20 num_cat=0 split_feature=19 17 16 17 6 1 1 5 0 1 2 2 2 5 6 5 15 6 2 split_gain=2.88617e+06 6.39366e+06 6.14639e+06 1.67889e+07 1.88321e+06 7.57492e+06 3.67278e+06 3.60083e+06 2.64156e+06 2.71152e+07 4.94631e+06 3.29921e+06 1.58393e+06 5.5854e+06 1.88738e+06 4.78219e+06 2.10373e+06 1.45368e+06 259668 threshold=3260.8512500000006 1071.2935000000002 3006.0949125000006 1179.9325000000001 2976.3936000000008 1461.4925000000003 112.13877900000001 1312.9050000000002 2778.6210000000005 2781.5828000000006 1827.1555000000001 26.254000000000001 2682.0900000000006 1146.4585000000004 1937.6795000000002 1561.8224400000001 1947.7010000000002 60.407300000000006 0.76250000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 8 6 18 -8 12 10 11 -10 14 17 16 -16 -1 -14 -6 right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 13 -15 15 -17 -18 -19 -20 leaf_value=-0.00031305310781946699 -1.2006701346806119 6.6996047058105468 0.99919286047711098 -10.37297310420445 -0.85795585203170777 -4.9484077774850945 5.6275287837982182 -0.37316323018074038 -1.3747967518500561 11.319829406738281 -4.9105139823186965 2.1372667743541576 1.1837030136376097 -4.3785821934970652 0.2823853149299228 5.1317255187988282 1.422149063234146 -1.70852933883667 -2.386683690786362 leaf_weight=362513 21 20 34 21 25 38 20 20 53 23 21 54 57 37 109 25 104 25 20 leaf_count=362513 21 20 34 21 25 38 20 20 53 23 21 54 57 37 109 25 104 25 20 internal_value=0 2.65312 -0.000220182 -3.34291 0.000286084 -1.23687 0.422409 2.62718 0.000705261 1.32307 -0.473224 0.397647 0.00015499 -1.15336 0.000533398 1.18711 9.49147e-05 0.301925 -1.53739 internal_weight=0 41 363199 55 363144 123 85 40 363021 151 128 107 362870 119 362751 134 362617 82 45 internal_count=363240 41 363199 55 363144 123 85 40 363021 151 128 107 362870 119 362751 134 362617 82 45 is_linear=0 shrinkage=0.01 Tree=484 num_leaves=22 num_cat=1 split_feature=19 17 16 17 6 12 4 5 4 0 5 26 14 3 0 24 11 26 4 3 14 split_gain=2.82873e+06 6.26643e+06 6.02407e+06 1.64548e+07 1.84574e+06 1.36504e+07 2.64957e+07 3.26457e+06 3.43058e+06 2.58899e+06 1.73965e+07 5.449e+06 4.32403e+06 3.58621e+06 1.11734e+06 2.507e+06 5.30194e+06 4.54746e+06 909403 2.29101e+06 1.11146e+06 threshold=3260.8512500000006 1071.2935000000002 3006.0949125000006 1179.9325000000001 2976.3936000000008 1621.2640000000004 2693.9010000000007 670.57570000000021 17.427500000000002 2778.6210000000005 45.32630000000001 2022.5000000000002 33.32500000000001 1493.1141200000004 249.87000000000003 0 2105.5980000000004 2022.5000000000002 1116.5450000000003 888.08100000000013 3182.0603000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=2 -2 4 -4 9 6 7 8 -6 14 11 -11 13 -12 18 17 -17 -16 20 -20 -1 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 12 -13 -14 -15 15 16 -18 -19 19 -21 -22 leaf_value=-0.0017420567010661082 -1.1886634243102301 6.632609039306641 0.9892009732302498 -10.269243266696021 -0.73581187406820914 6.1174256168092995 -12.745754455384754 -2.5621895483768351 4.6868244848251344 2.5262014208341901 -1.6708104843139648 7.9132560048784528 1.3397227249145507 -7.2763434264773412 0.88799356100404592 -0.045243163102294578 4.2463127438775423 -0.043032953599100934 -0.19211548899711037 -2.481713812828064 2.1966050469357037 leaf_weight=356392 21 20 34 21 28 21 21 33 20 57 25 28 20 21 1033 3930 29 1066 347 50 23 leaf_count=356392 21 20 34 21 28 21 21 33 20 57 25 28 20 21 1033 3930 29 1066 347 50 23 internal_value=0 2.62659 -0.000217981 -3.30948 0.000283224 -1.2245 -2.73607 -0.140969 1.52362 0.000698209 1.30984 4.30076 -2.54211 -4.22986 0.00015344 0.134824 -0.0137724 0.413193 -0.00213301 -0.480478 -0.00160019 internal_weight=0 41 363199 55 363144 123 102 81 48 363021 151 85 66 46 362870 6058 3959 2099 356812 397 356415 internal_count=363240 41 363199 55 363144 123 102 81 48 363021 151 85 66 46 362870 6058 3959 2099 356812 397 356415 cat_boundaries=0 1 cat_threshold=54 is_linear=0 shrinkage=0.01 Tree=485 num_leaves=20 num_cat=1 split_feature=0 24 3 3 7 1 1 20 20 17 2 19 5 5 3 4 3 11 7 split_gain=1.09394e+07 2.43313e+07 3.46098e+07 1.39541e+07 1.19041e+07 5.77149e+06 3.19724e+06 2.2718e+06 4.10007e+06 2.40232e+06 2.25321e+06 1.94776e+06 2.33013e+06 1.97471e+06 2.0731e+07 4.27654e+06 1.11461e+06 2.8297e+06 977174 threshold=2778.6210000000005 0 2725.8677800000005 198.62500000000003 270.07350000000002 314.66480000000007 1098.6214000000002 2769.4572500000004 1925.7125000000003 940.75000000000011 723.85250000000008 2343.4900000000002 73.623500000000021 1908.1960000000001 2725.8677800000005 1888.1190000000004 1890.7105500000002 494.63774999999993 2822.9627650000007 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 5 10 -2 -6 8 11 -9 -3 13 -13 16 15 -15 18 -18 -1 right_child=1 4 -4 -5 6 -7 -8 9 -10 -11 -12 12 -14 14 -16 -17 17 -19 -20 leaf_value=0.0010507547344009861 3.458867097912413 -3.0991597239176434 17.050314303311435 -2.5068936068216958 -0.69353939601353232 10.266716773986817 4.552602773813101 -0.044514854983849966 3.5803751130402088 -4.8331676235198975 -7.352860559463501 -0.059298532690320704 -4.4082557691227304 -0.49363764473348859 10.654749828338621 3.4980490051546407 -0.069556835727258168 -2.6504153171607423 -1.234709950685501 leaf_weight=362066 33 33 22 30 21 20 26 22 32 20 20 28 22 200 20 31 176 56 64 leaf_count=362066 33 33 22 30 21 20 26 22 32 20 20 28 22 200 20 31 176 56 64 internal_value=0 2.31147 5.38589 2.94301 -1.32296 6.02787 2.20858 0.00077701 0.00104631 -2.32483 -4.70433 0.000730488 -1.97284 0.00100262 0.887677 0.0420432 0.00038844 -0.692523 0.000832356 internal_weight=0 205 105 83 100 53 47 362737 362695 42 53 362663 50 362613 251 231 362362 232 362130 internal_count=362942 205 105 83 100 53 47 362737 362695 42 53 362663 50 362613 251 231 362362 232 362130 cat_boundaries=0 1 cat_threshold=1118 is_linear=0 shrinkage=0.01 Tree=486 num_leaves=28 num_cat=0 split_feature=2 12 14 9 5 7 1 5 5 26 10 5 8 11 7 7 16 11 1 1 1 6 11 6 8 1 11 split_gain=9.23642e+06 3.65074e+07 8.51529e+07 1.84666e+07 1.25659e+07 1.79688e+06 6.44472e+06 3.259e+06 1.56724e+06 9.00728e+06 2.1331e+06 7.24094e+06 3.55778e+06 6.47402e+06 1.43957e+06 1.05074e+06 1.84922e+06 1.29451e+06 1.23499e+06 1.02e+06 2.56716e+06 981492 850539 1.28637e+06 1.14306e+06 657081 140705 threshold=2682.0900000000006 85.709000000000017 37.250000000000007 138.07100000000003 1908.1960000000001 2822.9627650000007 1256.4300000000001 622.44110000000012 2871.8940000000007 2022.5000000000002 1935.1350000000002 1146.4585000000004 613.57500000000016 1230.4050000000002 195.97075000000004 1131.6606400000003 137.52500000000001 1230.4050000000002 860.12500000000011 962.58510000000012 2781.5828000000006 551.27100000000007 231.49199999999999 7.7315000000000014 1973.6620000000003 53.904000000000003 44.858000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 19 -4 8 7 26 10 -10 15 12 14 -14 -12 22 18 -18 -17 25 -21 -11 24 -24 -1 -2 -7 right_child=1 2 4 -5 -6 6 -8 -9 9 21 11 -13 13 -15 -16 16 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 leaf_value=-0.00072081194804239667 1.0786346772738866 25.476993354797365 -4.7804301868785517 -8.5833313901901249 6.0341636707669215 -1.687442226409912 -5.5155628373887806 3.2207252216339111 5.809146768252055 -1.8946004483506484 -0.13229824609226651 5.4910285802041336 6.6861895980834962 -1.3599426155090333 -2.8399077698036481 0.11382532247475215 -2.0618352602155587 0.68169970194498708 -1.5203572064858895 -2.11635843594869 2.2443713265878182 0.64068062598888686 -0.042292703926057829 0.34629998937604783 1.1590636197258446 3.4518435535430911 -0.62018244879586359 leaf_weight=358399 28 20 22 25 21 30 27 24 30 37 72 31 20 20 27 322 95 21 54 27 27 26 1651 1760 85 20 21 leaf_count=358399 28 20 22 25 21 30 27 24 30 37 72 31 20 20 27 322 95 21 54 27 27 26 1651 1760 85 20 21 internal_value=0 2.20631 8.42997 -0.88101 0.501116 0.000906803 -1.32618 0.182004 0.00128006 1.29927 0.000947113 1.12085 0.146201 2.66312 -0.870737 0.000421755 -0.461395 -1.56516 -0.120871 1.00681 0.0640064 -0.848294 0.0010496 0.158212 -0.000445816 2.06747 -1.24798 internal_weight=0 190 63 127 43 362752 102 75 362650 93 362557 170 139 40 99 362387 492 116 376 102 54 63 361895 3411 358484 48 51 internal_count=362942 190 63 127 43 362752 102 75 362650 93 362557 170 139 40 99 362387 492 116 376 102 54 63 361895 3411 358484 48 51 is_linear=0 shrinkage=0.01 Tree=487 num_leaves=34 num_cat=4 split_feature=0 24 2 7 7 1 1 2 5 18 7 2 0 8 3 9 6 13 3 7 16 25 5 11 4 0 25 9 1 1 13 25 1 split_gain=1.06815e+07 2.38183e+07 3.3912e+07 1.67795e+07 1.16892e+07 4.53799e+06 3.13398e+06 2.2211e+06 2.15591e+06 1.18633e+07 2.60428e+07 5.35834e+06 3.10447e+06 6.39248e+06 1.70107e+06 3.29213e+06 1.71533e+06 1.63085e+06 1.30543e+06 933632 1.75583e+06 1.14483e+06 2.03119e+06 960259 929311 892892 2.41772e+06 1.37596e+07 2.1693e+06 1.90505e+06 800856 562154 478928 threshold=2778.6210000000005 0 2682.0900000000006 35.435500000000012 270.07350000000002 354.74564000000004 1098.6214000000002 723.85250000000008 1908.1960000000001 313.78700000000003 1306.1250000000002 2682.0900000000006 992.19979999999998 613.57500000000016 2725.8677800000005 360.85390500000005 214.72600000000003 724.06940000000009 31.679383500000004 1131.6606400000003 137.52500000000001 1 1312.9050000000002 1413.4285000000002 1116.5450000000003 3.3935000000000004 2 395.07800000000003 2781.5828000000006 1892.2623000000001 1063.1169900000002 3 3.4817000000000005 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 9 2 left_child=8 2 3 5 7 -2 -6 -3 14 11 -11 12 17 -14 19 16 32 18 -10 25 21 24 -23 30 -21 28 27 -27 31 -28 -22 -1 -16 right_child=1 4 -4 -5 6 -7 -8 -9 9 10 -12 -13 13 -15 15 -17 -18 -19 -20 20 23 22 -24 -25 -26 26 29 -29 -30 -31 -32 -33 -34 leaf_value=0.039658429230149304 3.554655550122261 -3.0685125616824993 15.999383349609376 -3.7602569919162327 -0.68523475646972654 9.5371873728434249 4.5087519484299881 -7.2917939052581788 -0.68495765811602272 -1.3787161127726237 14.07202240562439 -4.9768994436264045 6.9827168817520144 -0.53717960651104268 0.15016996837797619 -3.887662926876184 2.4137505893707276 -2.7472177665883843 1.303298956741721 -0.57425084108656099 -1.3779497666083851 -0.015935147412892047 3.0112220573425295 0.39249762576559316 -2.9154739670526415 0.20348375546575068 0.030911569314410067 4.288725241271929 2.6838649383385977 -1.2748665180962 -3.4668827946980794 -0.0093006106239749194 -1.7933481323719025 leaf_weight=25520 32 33 25 27 21 21 26 20 75 24 20 20 20 26 21 33 20 22 59 88 78 290 24 23 21 1575 46258 87 30 112 24 288235 32 leaf_count=25520 32 33 25 27 21 21 26 20 75 24 20 20 20 26 21 33 20 22 59 88 78 290 24 23 21 1575 46258 87 30 112 24 288235 32 internal_value=0 2.28404 5.32598 2.65629 -1.31145 5.92509 2.18803 -4.6622 0.000751052 0.900695 5.64435 -0.0394878 0.449365 2.73234 9.06261e-05 -1.26652 -0.0816241 -0.22382 0.190469 0.000461139 -0.411987 -0.104281 0.208791 -1.45326 -0.939151 0.00108582 0.0412377 0.414836 -0.00506034 0.0277517 -1.86946 -0.00531744 -1.02327 internal_weight=0 205 105 80 100 53 47 53 362737 266 44 222 202 46 362471 106 73 156 134 362365 548 423 314 125 109 361817 48032 1662 313785 46370 102 313755 53 internal_count=362942 205 105 80 100 53 47 53 362737 266 44 222 202 46 362471 106 73 156 134 362365 548 423 314 125 109 361817 48032 1662 313785 46370 102 313755 53 cat_boundaries=0 1 8 14 20 cat_threshold=1118 2148532224 0 320 1073741824 4194304 0 4 9453568 0 16 4259840 8388736 16448 2684354688 1074823172 2415925760 2219057937 33597456 2214619140 is_linear=0 shrinkage=0.01 Tree=488 num_leaves=19 num_cat=1 split_feature=0 24 2 7 7 10 20 20 17 2 19 5 5 18 2 11 2 8 split_gain=1.04689e+07 2.33443e+07 3.32372e+07 1.64456e+07 1.14566e+07 3.22418e+06 2.23833e+06 3.97927e+06 2.37023e+06 2.1769e+06 1.91445e+06 2.29401e+06 1.87559e+06 1.57092e+07 5.25171e+06 1.0883e+06 2.58509e+06 1.03696e+06 threshold=2778.6210000000005 0 2682.0900000000006 35.435500000000012 270.07350000000002 856.19400000000007 2769.4572500000004 1925.7125000000003 940.75000000000011 723.85250000000008 2343.4900000000002 73.623500000000021 1908.1960000000001 313.78700000000003 2682.0900000000006 2105.5980000000004 1107.4580000000003 1017.6571000000002 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 -2 9 -6 7 10 -8 -3 12 -12 15 14 -14 17 -17 -1 right_child=1 4 -4 -5 5 -7 8 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19 leaf_value=-2.2038886784103598e-05 5.8658417097127664 -3.0378274536132812 15.839390380859374 -3.7226544062296552 4.5200324542705834 -0.74817118690127415 -0.042629193175922744 3.5272161898016932 -4.7991989994049069 -7.2188762607574466 -0.057270091942378455 -4.3723850449648767 0.44487116230006268 7.7868869156673037 -4.9271303691864015 -0.21290507372845427 -3.9737703124336576 0.41094978964231849 leaf_weight=361635 53 33 25 27 26 21 22 32 20 20 28 22 202 29 20 89 23 615 leaf_count=361635 53 33 25 27 26 21 22 32 20 20 28 22 202 29 20 89 23 615 internal_value=0 2.2612 5.27272 2.62972 -1.29833 2.16615 0.00074355 0.00101086 -2.30766 -4.61558 0.000699724 -1.95592 0.000969518 0.865104 -0.0390929 0.000370952 -0.985226 0.000675677 internal_weight=0 205 105 80 100 47 362737 362695 42 53 362663 50 362613 251 222 362362 112 362250 internal_count=362942 205 105 80 100 47 362737 362695 42 53 362663 50 362613 251 222 362362 112 362250 cat_boundaries=0 1 cat_threshold=1118 is_linear=0 shrinkage=0.01 Tree=489 num_leaves=21 num_cat=0 split_feature=0 4 12 2 9 1 20 20 17 9 18 5 4 2 5 7 0 3 20 0 split_gain=1.02606e+07 2.15214e+07 6.28257e+07 1.95318e+07 4.50553e+06 5.0003e+06 2.19379e+06 3.90008e+06 2.32307e+06 1.99398e+06 2.26569e+07 3.39533e+06 2.47283e+06 9.20861e+06 3.68908e+06 1.10266e+07 3.00019e+06 2.35524e+06 820544 584054 threshold=2778.6210000000005 2693.9010000000007 85.709000000000017 2682.0900000000006 347.47000000000003 354.74564000000004 2769.4572500000004 1925.7125000000003 940.75000000000011 2854.0889000000006 174.87500000000003 842.25950000000023 2693.9010000000007 193.49000000000004 2871.8940000000007 576.56500000000017 1117.6621800000003 117.64300000000001 1116.9381800000003 6.8327500000000017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 5 -2 7 9 -8 12 11 19 14 17 18 -16 -15 -14 -1 -11 right_child=1 2 -4 -5 -6 -7 8 -9 -10 10 -12 -13 13 16 15 -17 -18 -19 -20 -21 leaf_value=0.00054126471336926466 1.0045124795006926 -1.9924668483076426 20.138849994825279 -8.8640800838470462 -1.4687939406886243 5.5891068796011121 -0.042202904441139916 3.4919439509510997 -4.7512070293426509 -0.022695705707256614 10.954891992568969 -3.0453026580810549 -0.45406778026372197 -2.2452437249251775 -0.64212656561364523 7.4739418513958276 -7.0113441375732419 3.6900432511170704 -0.91461800795428605 2.2503262314796446 leaf_weight=362278 61 29 23 20 33 39 22 32 20 26 20 39 32 28 47 26 25 24 98 20 leaf_count=362278 61 29 23 20 33 39 22 32 20 26 20 39 32 28 47 26 25 24 98 20 internal_value=0 2.23859 7.79638 0.349664 1.73519 2.7925 0.000736114 0.00100075 -2.28459 0.000692726 1.37855 -0.87471 0.000293687 -1.50568 0.000746583 2.24853 -4.4934 1.32198 0.000293771 0.965575 internal_weight=0 205 52 153 133 100 362737 362695 42 362663 105 85 362558 109 362449 73 53 56 362376 46 internal_count=362942 205 52 153 133 100 362737 362695 42 362663 105 85 362558 109 362449 73 53 56 362376 46 is_linear=0 shrinkage=0.01 Tree=490 num_leaves=33 num_cat=5 split_feature=2 4 12 3 10 5 7 9 5 1 1 25 12 24 1 24 4 1 13 1 18 1 5 4 10 5 7 25 24 2 10 5 split_gain=9.98543e+06 3.65474e+07 7.54337e+07 9.12372e+06 4.46447e+06 3.56976e+06 1.93084e+06 4.7251e+06 2.2342e+06 1.00626e+06 913344 4.13576e+06 3.33764e+07 9.73034e+06 3.80149e+07 1.56628e+06 3.00215e+06 1.82795e+06 1.60967e+06 8.116e+06 2.02547e+06 1.25836e+06 975988 1.17468e+06 724302 5.11835e+06 619883 1.51285e+06 528109 349433 116598 43402.3 threshold=2682.0900000000006 2693.9010000000007 85.709000000000017 1890.7105500000002 484.16250000000002 7.9537500000000003 2822.9627650000007 1972.2770000000003 622.44110000000012 54.82800000000001 19.055500000000002 0 154.11500000000004 1 354.74564000000004 2 1888.1190000000004 494.77402000000006 1661.2684800000002 1256.4300000000001 1022.0625000000001 585.22500000000014 1908.1960000000001 55.211440000000003 1935.1350000000002 111.74550000000001 462.97950000000009 3 4 77.787300000000016 3056.7500000000005 2871.8940000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 left_child=6 3 -3 4 5 9 10 8 29 -2 22 12 13 14 -12 16 17 -13 20 -20 -17 -15 24 31 26 30 28 -28 -1 -8 -26 -24 right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 11 15 -14 21 -16 18 -18 -19 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 -32 -33 leaf_value=0.022214650677789535 2.147593438720703 -1.4680663723415799 23.477165817347441 -5.0895954627375453 -2.6510059482574464 5.001779282668541 -0.80549893902194114 -5.251351913611094 1.9115073480913716 -0.56887887318929042 0.26499666961870694 -0.14290260368601992 13.614071219444275 -0.2119886718758128 14.593214595006859 0.061014416730049877 3.0189241080448546 -1.0909601759422909 -0.40179794461830803 6.2484876434326173 -1.4416466868188647 -2.4146265207018174 0.028876123795142542 -2.4375989797380235 -0.20703031686636117 5.2930080347061157 -0.23293122581144177 0.581033924516834 -0.011147265912648035 -2.4761785489036927 -1.1635065536499023 -0.50488174819946285 leaf_weight=57387 25 27 22 31 25 29 31 24 31 30 95 2691 20 352 23 27106 29 220 69 25 90 28 39 36 26 20 380 552 273753 21 25 25 leaf_count=57387 25 27 22 31 25 29 31 24 31 30 95 2691 20 352 23 27106 29 220 69 25 90 28 39 36 26 20 380 552 273753 21 25 25 internal_value=0 2.29885 9.73183 -0.302697 1.05871 2.1628 -0.000292231 -1.34342 -0.213416 0.665881 0.000103687 0.0522458 0.929679 0.438934 2.8189 0.036891 -0.182038 -0.214552 0.0605347 1.3669 0.0560416 -0.364691 -0.00472189 -0.992494 -0.0044245 1.00549 -0.00464043 0.252895 -0.00536527 -1.4802 -0.675891 -0.179623 internal_weight=0 189 49 140 109 84 363098 107 83 55 362991 30748 518 498 118 30230 2940 2911 27290 94 27196 380 332243 100 332143 71 332072 932 331140 52 51 64 internal_count=363287 189 49 140 109 84 363098 107 83 55 362991 30748 518 498 118 30230 2940 2911 27290 94 27196 380 332243 100 332143 71 332072 932 331140 52 51 64 cat_boundaries=0 5 6 7 14 15 cat_threshold=8388608 0 64 0 128 56 128 142639616 1073774592 320 1048608 2048 0 132 3 is_linear=0 shrinkage=0.01 Tree=491 num_leaves=28 num_cat=1 split_feature=0 24 3 3 5 1 3 5 5 6 6 9 1 3 6 7 5 4 8 4 3 4 0 1 1 26 4 split_gain=1.21478e+07 5.3136e+07 1.01096e+08 3.04031e+07 2.4977e+07 6.62407e+06 3.14051e+06 2.29122e+06 2.00678e+06 8.6824e+06 6.6557e+06 4.52494e+06 1.83668e+07 2.33352e+06 5.47345e+06 2.19575e+06 2.01752e+06 1.69609e+06 1.20995e+06 2.97175e+06 3.45669e+06 1.48244e+06 919091 2.33944e+06 1.51941e+06 301622 45756.5 threshold=2778.6210000000005 0 2725.8677800000005 1.7373999999999998 2871.8940000000007 31.194500000000001 571.90530000000001 252.1095 2871.8940000000007 1937.6795000000002 814.10926000000006 2854.0889000000006 962.58510000000012 2725.8677800000005 747.89455000000009 52.502000000000002 584.10300000000018 172.56650000000002 1973.6620000000003 680.56950000000018 411.39420000000001 1522.8167500000002 3.3935000000000004 1892.2623000000001 2781.5828000000006 2022.5000000000002 53.593000000000011 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 4 3 -3 5 -2 -7 -5 11 10 15 13 16 18 17 26 -13 25 22 20 -20 -21 24 -24 -1 -15 -10 right_child=1 2 -4 7 -6 6 -8 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 19 21 -22 -23 23 -25 -26 -27 -28 leaf_value=-0.0069853082913133588 -4.3205591451710665 10.377580676078797 25.348897836303713 -5.3509982671737673 -12.970033157348633 4.1018851214188796 -0.8131713973558865 -0.88534243407072855 -0.23131243166716203 -5.9512956441243494 5.1903075590587795 0.76673033621253039 9.9389733422320816 -0.07272747802734375 -4.789494989058551 -3.6834022623797256 -3.0448301079159696 2.3298934123827064 0.84240040604786204 -3.1497490865534004 5.0991281731923417 0.37729263892540565 0.04393781141766015 -1.1986224884422203 2.4584030737400058 -1.7061871425922102 0.41431077503022695 leaf_weight=314213 29 28 25 20 20 26 26 27 23 30 21 41 23 20 34 24 21 23 93 22 24 26 48224 152 25 26 21 leaf_count=314213 29 28 25 20 20 26 26 27 23 30 21 41 23 20 34 24 21 23 93 22 24 26 48224 152 25 26 21 internal_value=0 2.45861 7.21246 2.12864 -2.69541 -0.49123 1.64436 -2.78562 -0.000465604 -1.29885 0.269384 -3.99225e-05 2.30695 -0.000580303 -1.50554 -1.25031 -0.524282 0.11264 -0.000153015 0.855985 1.71558 -1.23927 -0.000542583 0.0400336 -0.00678917 -0.995987 0.0768259 internal_weight=0 201 100 75 101 81 52 47 363086 119 89 362967 85 362882 103 68 62 69 362779 165 117 48 362614 48376 314238 46 44 internal_count=363287 201 100 75 101 81 52 47 363086 119 89 362967 85 362882 103 68 62 69 362779 165 117 48 362614 48376 314238 46 44 cat_boundaries=0 1 cat_threshold=2701 is_linear=0 shrinkage=0.01 Tree=492 num_leaves=25 num_cat=2 split_feature=0 24 3 3 4 2 12 9 2 2 3 6 2 11 9 6 26 7 4 0 24 10 15 8 split_gain=1.19061e+07 5.20786e+07 9.90845e+07 2.97981e+07 1.63372e+07 4.9774e+06 1.95692e+06 4.3256e+06 1.86874e+07 4.076e+06 3.53406e+06 1.25922e+07 3.74034e+06 2.07817e+06 8.36111e+06 1.85309e+06 1.7882e+06 1.64628e+06 1.34895e+06 903955 1.77159e+06 466352 398657 164665 threshold=2778.6210000000005 0 2725.8677800000005 1.7373999999999998 1888.1190000000004 275.80000000000001 3113.0710000000004 2854.0889000000006 1107.4580000000003 581.81775000000005 2725.8677800000005 1324.2200000000003 22.675479000000003 3182.0603000000006 419.23800000000006 551.27100000000007 2022.5000000000002 610.83000000000004 172.56650000000002 3.3935000000000004 1 3056.7500000000005 198.32075000000003 22.577500000000004 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=6 4 3 -3 5 16 7 10 17 22 13 12 -12 19 -15 -5 -2 23 -14 21 -21 -1 -8 -9 right_child=1 2 -4 15 -6 -7 9 8 -10 -11 11 -13 18 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.0067115816904025818 -4.536922120593843 10.273804837635584 25.095407366943359 -4.70159234046936 -8.9762691362442517 2.9144259535033128 0.79728818252682687 1.4251250871022543 10.713809324264526 -5.013936127821605 -2.7379464277727852 -7.7243139379995842 -0.024537922541300456 -1.4468555250338144 7.0187610986232754 -0.72942400807919716 -0.35885321807861331 -2.3892447630564373 3.1804857918311811 -0.088249128521893108 0.068316465852060262 1.3591420120239257 -1.0253869094167438 0.19653536128997803 leaf_weight=314270 21 28 25 24 31 29 28 24 20 24 29 27 24 28 20 23 20 24 29 8830 39643 25 21 20 leaf_count=314270 21 28 25 24 31 29 28 24 20 24 29 27 24 28 20 23 20 24 29 8830 39643 25 21 20 internal_value=0 2.43402 7.14033 2.10735 -2.66845 -0.256201 -0.000460948 -0.000131731 2.21668 -1.63758 -0.000669252 -1.80103 0.149326 -0.000128375 2.08048 -2.75777 -2.49884 -0.282473 1.72915 -0.000403673 0.0397919 -0.00660294 0.0161417 0.866675 internal_weight=0 201 100 75 101 70 363086 363013 88 73 362925 109 82 362816 48 47 41 68 53 362768 48473 314295 49 44 internal_count=363287 201 100 75 101 70 363086 363013 88 73 362925 109 82 362816 48 47 41 68 53 362768 48473 314295 49 44 cat_boundaries=0 1 2 cat_threshold=2701 2176 is_linear=0 shrinkage=0.01 Tree=493 num_leaves=34 num_cat=5 split_feature=2 9 10 7 3 7 9 5 1 1 25 12 24 1 24 6 7 21 26 8 1 5 7 10 5 7 25 24 9 2 10 1 5 split_gain=9.48788e+06 2.38989e+07 2.81674e+07 5.09175e+07 6.16466e+06 1.90019e+06 4.67819e+06 2.20135e+06 1.29424e+06 883235 4.0596e+06 3.27026e+07 9.53176e+06 3.7228e+07 1.52463e+06 4.00403e+06 7.52629e+06 1.52169e+06 1.43244e+06 1.34798e+06 1.23013e+06 944314 836144 707163 5.04346e+06 607296 1.48099e+06 516183 504207 338850 117147 108186 5784.27 threshold=2682.0900000000006 1972.2770000000003 148.74825000000001 46.905000000000008 13.843700000000002 2822.9627650000007 1972.2770000000003 622.44110000000012 1461.4925000000003 19.055500000000002 0 154.11500000000004 1 354.74564000000004 2 1937.6795000000002 610.83000000000004 181.0966 2022.5000000000002 824.40500000000009 585.22500000000014 1908.1960000000001 22.195000000000004 1935.1350000000002 111.74550000000001 462.97950000000009 3 4 923.19600000000014 77.787300000000016 3056.7500000000005 54.82800000000001 2871.8940000000007 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 left_child=5 2 3 4 31 9 7 29 -6 21 11 12 13 -11 17 18 -17 19 -16 -12 -14 23 32 25 30 27 -27 -1 -4 -7 -25 -2 -23 right_child=1 -3 28 -5 8 6 -8 -9 -10 10 14 -13 20 -15 15 16 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.021987048145839422 1.8058826224009195 9.8333371207293343 -7.7754716196060176 15.714652239227297 -1.146950174967448 -0.8013613608575636 -5.2211978006362916 1.9009082788036715 -4.5144436218261719 0.26323103734066616 -0.094961654290354358 13.476409149169923 -0.20948509947312149 14.44237021404764 0.14770199913949497 6.1540625007883198 -0.34194198794308167 -2.7714801838284449 -0.012919498246293742 0.82674228790365623 -2.3872785254887172 -0.16117168317522321 -2.119850504704011 -0.20552485392643857 5.2495787534713747 -0.23034294449003079 0.57500934424985772 -0.010996035455602385 -5.5300165294706822 -2.4465469087873184 -1.164250535583496 2.8017256355285647 -0.35808201202979456 leaf_weight=57387 24 34 20 25 21 31 24 31 25 95 7725 20 352 23 11596 31 42 21 10653 162 28 35 39 26 20 380 552 273753 20 21 25 20 26 leaf_count=57387 24 34 20 25 21 31 24 31 25 95 7725 20 352 23 11596 31 42 21 10653 162 28 35 39 26 20 380 552 273753 20 21 25 20 26 internal_value=0 2.24084 0.575388 3.08952 -0.417459 -0.000288805 -1.33271 -0.208332 -2.97711 0.000103957 0.0513794 0.920695 0.434938 2.79048 0.0361669 0.0784316 2.41664 -0.0830825 0.0707951 -0.0760297 -0.360468 -0.00464142 -0.976253 -0.00434889 0.993545 -0.00456225 0.250345 -0.00527969 -6.65274 -1.46576 -0.675488 2.25854 -0.245101 internal_weight=0 189 155 115 90 363098 107 83 46 362991 30748 518 498 118 30230 22322 73 7908 22249 7887 380 332243 100 332143 71 332072 932 331140 40 52 51 44 61 internal_count=363287 189 155 115 90 363098 107 83 46 362991 30748 518 498 118 30230 22322 73 7908 22249 7887 380 332243 100 332143 71 332072 932 331140 40 52 51 44 61 cat_boundaries=0 5 6 7 14 15 cat_threshold=8388608 0 64 0 128 56 643 142639616 1073774592 320 1048608 2048 0 132 3 is_linear=0 shrinkage=0.01 Tree=494 num_leaves=26 num_cat=0 split_feature=0 1 9 1 13 1 5 6 6 9 1 3 6 5 7 8 16 8 16 0 1 1 3 0 26 split_gain=1.15428e+07 2.91028e+07 6.03553e+07 5.01857e+06 9.1707e+06 9.10614e+06 1.9884e+06 8.66006e+06 9.44835e+06 4.39256e+06 1.79612e+07 2.23762e+06 5.28576e+06 1.99088e+06 1.51644e+06 1.17786e+06 1.81354e+06 1.69908e+06 1.58875e+06 876756 2.30781e+06 1.47729e+06 853736 664626 5346.38 threshold=2778.6210000000005 2781.5828000000006 274.34750000000008 555.56875000000014 515.09000000000003 48.966000000000001 2871.8940000000007 1529.30718 551.27100000000007 2854.0889000000006 962.58510000000012 2725.8677800000005 747.89455000000009 584.10300000000018 52.502000000000002 1973.6620000000003 494.52696000000009 2971.7767500000004 1078.6845000000003 3.3935000000000004 1892.2623000000001 2781.5828000000006 1493.1141200000004 53.860000000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 5 22 24 9 8 14 11 13 15 23 -11 -8 19 17 -17 -18 21 -21 -1 -5 -13 -2 right_child=1 2 -4 4 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.0068268451535029627 -0.25992668860299245 19.629851643488959 -1.7166768165870949 -6.1289322190057671 3.524099033355713 6.9131362740198767 -0.28077703987679831 -5.3890268813239208 6.4719226284027105 0.75562558267174695 9.820239204738451 1.0023602340095921 -4.701437895157758 -3.0306921350388301 -3.5352405684678394 2.3533189071753084 -2.8887552515665691 -0.10429159381172873 0.95663703918457033 0.042975966489029384 -1.1911566271750551 2.4241434758186342 -3.2774724933079313 -0.97070086848351267 -0.44721465216742623 leaf_weight=314213 35 26 27 21 20 24 41 36 20 41 23 38 34 21 22 78 21 44 22 48224 152 25 21 31 27 leaf_count=314213 35 26 27 21 20 24 41 36 20 41 23 38 34 21 22 78 21 44 22 48224 152 25 21 31 27 internal_value=0 2.3966 8.75521 0.119531 -2.04923 1.68306 -0.00045778 -1.29289 0.483751 -3.40522e-05 2.27296 -0.000566469 -1.47428 -0.526837 -1.41726 -0.000148053 0.844559 1.46697 -0.921345 -0.000532419 0.0390983 -0.00663344 -4.7032 0.115912 -0.341488 internal_weight=0 201 53 148 62 86 363086 119 83 362967 85 362882 103 62 63 362779 165 122 43 362614 48376 314238 42 69 62 internal_count=363287 201 53 148 62 86 363086 119 83 362967 85 362882 103 62 63 362779 165 122 43 362614 48376 314238 42 69 62 is_linear=0 shrinkage=0.01 Tree=495 num_leaves=30 num_cat=1 split_feature=1 5 3 5 8 2 9 5 6 26 4 2 1 6 2 16 1 4 8 5 3 2 9 5 1 24 9 6 4 split_gain=7.32619e+06 3.11584e+07 4.04979e+07 2.36107e+07 1.75164e+07 1.75008e+07 5.52976e+06 6.50586e+06 2.67877e+06 2.00135e+06 1.57659e+06 5.44898e+06 2.9911e+06 2.81615e+06 1.56789e+06 1.44416e+06 7.03803e+06 1.52545e+06 2.95184e+06 925952 4.34484e+06 1.13047e+06 3.63755e+06 877248 1.40698e+06 717696 698604 238431 213788 threshold=2781.5828000000006 26.307400000000005 138.47650000000002 2871.8940000000007 1973.6620000000003 1827.1555000000001 1972.2770000000003 1561.8224400000001 1529.30718 2022.5000000000002 2693.9010000000007 193.49000000000004 1098.6214000000002 44.980991500000009 367.00960450000008 1188.6000000000001 1256.4300000000001 974.87180000000001 1017.6571000000002 2871.8940000000007 453.37980000000005 2682.0900000000006 35.181250000000006 367.52900000000005 263.08925000000005 0 2854.0889000000006 31.213550000000009 148.05000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=6 2 9 5 -5 14 10 23 -9 -2 15 13 -13 -12 -3 19 17 18 -17 21 28 25 -23 26 -25 -1 27 -8 -21 right_child=1 3 -4 4 -6 -7 7 8 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.017981548417782968 4.0874822933920498 -3.7371107992671786 19.295185707092283 -1.4991809961070186 11.132902076357887 -12.724386802673338 -1.3115566971898078 -2.6867962608337406 -7.4712866193597973 -0.024447238683700561 -0.68261064564480511 -1.1532111161330649 -5.7783873047652072 4.0464012756347651 -0.14926607263499292 0.0027506498495737716 5.3822255606486875 -2.2190848062435786 3.4716256182534351 -0.084699337299053476 4.4966355091094972 2.3099940788923807 -2.2271454636255901 -3.7577442512512209 -0.49545541518773789 0.010567756423313835 1.0214322708748482 0.080294807434082044 -1.4599105606079101 leaf_weight=150922 29 21 20 23 21 20 32 25 22 20 34 29 27 20 29 198 29 24 28 26 25 67 24 20 39 211355 37 20 20 leaf_count=150922 29 21 20 23 21 20 32 25 22 20 34 29 27 20 29 198 29 24 28 26 25 67 24 20 39 211355 37 20 20 internal_value=0 1.99981 7.30365 -1.2104 4.52977 -4.81851 -0.00153642 -1.68506 -4.92634 2.40914 -0.000631614 -1.19764 -3.38321 1.06888 -1.65616 -0.000268603 0.718913 0.177968 0.432523 -0.000822217 1.14106 -0.00104595 1.11339 -0.655734 -1.60132 -0.00132588 -0.0288868 -0.776229 -0.682617 internal_weight=0 183 69 114 44 70 363023 195 47 49 362828 110 56 54 50 362718 279 250 226 362439 71 362368 91 148 59 362277 89 52 46 internal_count=363206 183 69 114 44 70 363023 195 47 49 362828 110 56 54 50 362718 279 250 226 362439 71 362368 91 148 59 362277 89 52 46 cat_boundaries=0 1 cat_threshold=2760 is_linear=0 shrinkage=0.01 Tree=496 num_leaves=29 num_cat=1 split_feature=1 0 9 3 3 9 6 12 4 0 1 16 1 4 6 13 14 2 9 0 3 6 25 0 0 26 9 26 split_gain=7.1804e+06 2.75282e+07 1.46808e+08 1.00496e+07 1.09927e+07 5.41972e+06 4.744e+06 2.1947e+06 1.54521e+06 7.18934e+06 3.60799e+06 1.41542e+06 6.89798e+06 1.49509e+06 2.34014e+06 1.01197e+06 2.78122e+06 760942 3.2685e+06 3.43319e+06 747415 1.10167e+06 697488 1.1002e+07 7.5159e+06 582283 441125 366886 threshold=2781.5828000000006 2778.6210000000005 148.55550000000002 1890.7105500000002 511.93300000000005 1972.2770000000003 1937.6795000000002 17.514500000000002 2693.9010000000007 1519.5755740000002 733.85806350000018 1188.6000000000001 1256.4300000000001 974.87180000000001 420.87650000000008 515.09000000000003 1929.7000000000003 2682.0900000000006 26.423720000000003 635.46050000000014 511.93300000000005 58.105000000000011 0 2778.6210000000005 2778.6210000000005 2022.5000000000002 2854.0889000000006 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=5 3 -3 4 7 8 15 27 11 10 25 17 13 14 -13 20 -17 22 19 -19 21 26 24 -24 -1 -10 -7 -2 right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=0.028093188608623813 -3.3007102583072805 27.75686072262851 -6.2529795176188161 -5.6582242827579901 5.5551494947160993 -1.3357827515437686 -4.8386031833447909 1.4148397877216341 0.16538392027219137 -5.8996427703857419 3.5834387435083808 -0.12113161915370396 5.3284031483222707 -2.1968940035502116 2.3131506074643604 -3.6940623594011579 0.98060063838958744 0.63978629215090888 -2.017609146663121 5.5283125460147859 -1.6067870909167874 2.2434644546508791 -0.006203945508989857 -4.951142480214437 3.7956667126349686 -1.8242143997001019 0.54204502885991879 -1.5137396185398104 leaf_weight=55026 27 22 30 29 35 29 38 20 24 25 23 175 29 24 51 35 20 51 28 20 31 20 307216 45 53 38 22 20 leaf_count=55026 27 22 30 29 35 29 38 20 24 25 23 175 29 24 51 35 20 51 28 20 31 20 307216 45 53 38 22 20 internal_value=0 1.97981 8.1358 -0.463782 1.01307 -0.00152105 -1.66821 -1.35966 -0.0006253 -1.18566 0.200802 -0.000265918 0.711724 0.176189 0.428198 -0.900853 -1.99418 -0.000813997 0.875781 2.01684 -0.311312 0.254318 -0.0010535 -0.00692793 0.0317128 -1.05405 -0.525739 -2.5403 internal_weight=0 183 52 131 102 363023 195 67 362828 110 85 362718 279 250 226 157 55 362439 99 71 102 71 362340 307261 55079 62 51 47 internal_count=363206 183 52 131 102 363023 195 67 362828 110 85 362718 279 250 226 157 55 362439 99 71 102 71 362340 307261 55079 62 51 47 cat_boundaries=0 6 cat_threshold=8421508 154206208 4176 3259236400 14465 2147576900 is_linear=0 shrinkage=0.01 Tree=497 num_leaves=34 num_cat=1 split_feature=1 16 0 19 2 9 8 6 19 26 0 6 6 0 24 1 1 7 7 16 1 16 14 1 8 13 8 8 26 0 18 6 15 split_gain=7.03751e+06 2.70558e+07 8.88731e+07 1.37186e+07 9.20238e+06 5.31187e+06 4.87974e+06 2.58205e+06 1.71954e+06 1.59329e+06 1.46652e+06 3.44197e+06 3.08598e+06 1.38343e+06 5.39982e+06 5.24045e+06 8.94449e+06 3.92852e+06 1.69358e+06 1.23595e+06 5.79235e+06 1.58695e+06 2.65061e+06 1.08888e+06 1.87203e+06 952334 842291 1.02789e+06 1.83591e+06 1.02781e+06 716506 617442 599390 threshold=2781.5828000000006 2.7050000000000005 2778.6210000000005 106.22500000000001 1827.1555000000001 1972.2770000000003 2971.7767500000004 747.89455000000009 832.05000000000007 2022.5000000000002 887.79240000000016 898.38705000000004 814.10926000000006 1884.2950000000003 0 31.194500000000001 555.56875000000014 128.47600000000003 1941.9625000000003 1188.6000000000001 1256.4300000000001 1356.4225000000004 429.20700000000005 678.28840000000002 350.23475000000002 213.77485000000004 2971.7767500000004 1973.6620000000003 2022.5000000000002 78.196500000000015 1530.3410000000001 37.218000000000011 1582.5954300000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 -3 7 13 8 9 10 -2 12 -12 25 19 15 -15 -17 -18 23 26 21 22 -21 31 -25 -7 27 30 -29 -28 -1 -16 -23 right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 11 -13 -14 14 18 16 17 -19 -20 20 -22 32 -24 24 -26 -27 29 28 -30 -31 -32 -33 -34 leaf_value=-0.00040796123597260385 1.3931267222281425 -9.4361481668398923 17.693416972690159 1.430803749447777 -6.5136158897763208 0.36969660581168484 -6.3308727531433107 3.9386719204130629 -3.8762895393371584 -1.929632935523987 -2.0279111898513067 3.6975306601751421 -3.872706645516788 -2.1988228402418248 -2.0336552852314789 8.0846274137496952 2.6094152113970588 -2.7417515895677651 0.88095830059051505 -0.3272872940699259 5.2614586109161383 0.01830152637154393 4.2923969928078032 -5.214018403512461 -1.4164419738769529 -2.1553371257781984 -0.063528900567223046 3.3144342679243826 0.10786443810713919 -2.7345242660522464 -0.86444430070618794 -0.16646433622940726 -1.6126538129953238 leaf_weight=362036 31 26 36 21 21 59 20 21 20 27 21 21 34 34 77 21 34 23 20 27 25 169 23 27 25 20 34 26 57 25 96 23 26 leaf_count=362036 31 26 36 21 21 59 20 21 20 27 21 21 34 34 77 21 34 23 20 27 25 169 23 27 25 20 34 26 57 25 96 23 26 internal_value=0 1.96002 4.22041 -4.5807 -0.62987 -0.00150584 -1.65153 0.934164 -1.11675 -0.153675 -0.760675 0.83481 -1.35369 -0.000619047 -0.698287 0.989156 2.5056 0.450172 -1.7527 -7.25265e-05 0.676255 0.208377 1.79777 -2.21454 -3.38826 -0.269552 -0.000576588 -0.000381982 1.11233 -1.19531 -0.000637014 -1.6042 -0.199159 internal_weight=0 183 136 47 100 363023 195 79 175 58 155 42 113 362828 284 112 78 57 172 362544 270 245 50 152 52 79 362274 362215 83 59 362132 100 195 internal_count=363206 183 136 47 100 363023 195 79 175 58 155 42 113 362828 284 112 78 57 172 362544 270 245 50 152 52 79 362274 362215 83 59 362132 100 195 cat_boundaries=0 1 cat_threshold=1432 is_linear=0 shrinkage=0.01 Tree=498 num_leaves=29 num_cat=1 split_feature=1 5 0 5 12 3 9 5 26 7 4 0 1 16 1 4 14 5 3 5 1 24 0 9 9 26 10 4 split_gain=6.89746e+06 3.02187e+07 4.52135e+07 2.30111e+07 1.67879e+07 1.45219e+07 5.20616e+06 6.29405e+06 3.02721e+06 2.60905e+06 1.50345e+06 7.0061e+06 3.53639e+06 1.36268e+06 6.64855e+06 1.46247e+06 1.73449e+06 902115 4.23451e+06 837187 1.35599e+06 724276 1.94918e+06 1.34301e+06 680052 569110 282742 208240 threshold=2781.5828000000006 26.307400000000005 1519.5755740000002 2871.8940000000007 752.69540000000018 1493.1141200000004 1972.2770000000003 1561.8224400000001 2022.5000000000002 1306.1250000000002 2693.9010000000007 1519.5755740000002 733.85806350000018 1188.6000000000001 1256.4300000000001 974.87180000000001 1182.8200000000004 2871.8940000000007 453.37980000000005 367.52900000000005 263.08925000000005 0 137.52300000000002 923.19600000000014 2854.0889000000006 2022.5000000000002 90.003 148.05000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=6 2 8 5 -5 -3 10 19 -2 -9 13 12 25 17 15 16 -15 21 27 24 -21 23 -23 -1 26 -12 -8 -19 right_child=1 3 -4 4 -6 -7 7 9 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 leaf_value=-0.016530042940032075 3.9039717795632103 -0.72222240105653424 18.248015271425249 -1.1929371897379557 11.212264808654787 -9.8917596755489239 -1.4042537199217697 -2.5166122595469158 -1.2846562935995018 -7.2298602493949558 0.16237933576107025 -5.8230433212280275 3.5480569982010381 0.046804453577670754 5.2307841892900138 -2.1744695768753686 2.4683337136677332 -0.083972955850454487 4.4389884683609013 -3.6633153495788577 -0.46068098312769179 0.0059923745056033794 0.19764535006736353 -0.74861813185699433 1.0260651799794791 -1.8045855207505981 0.080429137686024554 -1.4412213973999024 leaf_weight=150716 22 39 24 24 20 31 29 24 23 23 24 25 23 191 29 24 35 26 25 20 39 205954 5447 251 37 38 23 20 leaf_count=150716 22 39 24 24 20 31 29 24 23 23 24 25 23 191 29 24 35 26 25 20 39 205954 5447 251 37 38 23 20 internal_value=0 1.94042 7.16366 -1.22102 4.44579 -4.78302 -0.00149078 -1.63501 1.25201 -4.8231 -0.000612857 -1.16953 0.199155 -0.000258365 0.69834 0.172576 0.42182 -0.000796135 1.1263 -0.622581 -1.54632 -0.00101697 0.01093 -0.017746 -0.0102143 -1.04318 -0.747567 -0.674081 internal_weight=0 183 69 114 44 70 363023 195 45 47 362828 110 85 362718 279 250 226 362439 71 148 59 362368 211401 150967 89 62 52 46 internal_count=363206 183 69 114 44 70 363023 195 45 47 362828 110 85 362718 279 250 226 362439 71 148 59 362368 211401 150967 89 62 52 46 cat_boundaries=0 1 cat_threshold=2760 is_linear=0 shrinkage=0.01 Tree=499 num_leaves=30 num_cat=0 split_feature=1 5 0 5 8 2 9 5 26 6 2 4 0 1 16 1 4 8 5 3 2 9 0 5 1 9 2 6 4 split_gain=6.7602e+06 2.96174e+07 4.43138e+07 2.25532e+07 1.71563e+07 1.70733e+07 5.10256e+06 6.1688e+06 2.96697e+06 2.59335e+06 1.53575e+06 1.47353e+06 6.86668e+06 3.46601e+06 1.33556e+06 6.51625e+06 1.43336e+06 2.87237e+06 884163 4.15024e+06 1.09335e+06 3.49114e+06 834702 820527 1.32901e+06 666519 572126 235812 204096 threshold=2781.5828000000006 26.307400000000005 1519.5755740000002 2871.8940000000007 1973.6620000000003 1827.1555000000001 1972.2770000000003 1561.8224400000001 2022.5000000000002 1529.30718 367.00960450000008 2693.9010000000007 1519.5755740000002 733.85806350000018 1188.6000000000001 1256.4300000000001 974.87180000000001 1017.6571000000002 2871.8940000000007 453.37980000000005 2682.0900000000006 35.181250000000006 1519.5755740000002 367.52900000000005 263.08925000000005 2854.0889000000006 12.481500000000002 31.213550000000009 148.05000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 8 5 -5 10 11 23 -2 -9 -3 14 13 26 18 16 17 -16 20 28 22 -22 -1 25 -25 27 -13 -8 -20 right_child=1 3 -4 4 -6 -7 7 9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.00078636377540404316 3.8649319249933418 -3.6712146359398252 18.065534943739575 -1.5653329102889351 10.936252252487909 -12.543908340454102 -1.272471395879984 -2.5713147689819333 -1.2718097350908364 -7.2788979686390274 -0.12032568832923626 -0.13223069624467329 -5.7648129440307621 3.5125761196924294 -0.0063459003092062594 5.1784765835466056 -2.1527249344189965 3.415518016474588 -0.083133258819580086 4.3945984832048417 2.2672560629559988 -2.1776349290211998 -0.46605467603305462 -3.6266822109222416 -0.45607417082175233 1.0158045340873101 -2.0574746276592388 0.11171653938293456 -1.4268091831207275 leaf_weight=361891 22 21 24 23 21 20 32 25 23 22 29 33 25 23 198 29 24 28 26 25 67 24 386 20 39 37 29 20 20 leaf_count=361891 22 21 24 23 21 20 32 25 23 22 29 33 25 23 198 29 24 28 26 25 67 24 386 20 39 37 29 20 20 internal_value=0 1.92101 7.09202 -1.20881 4.40133 -4.73519 -0.00147588 -1.61866 1.23949 -4.77486 -1.6117 -0.000606728 -1.15783 0.197163 -0.000255781 0.691356 0.17085 0.417602 -0.000788174 1.11503 -0.0010068 1.09498 -0.0012821 -0.616355 -1.53086 -0.0101122 -1.03275 -0.740091 -0.66734 internal_weight=0 183 69 114 44 70 363023 195 45 47 50 362828 110 85 362718 279 250 226 362439 71 362368 91 362277 148 59 89 62 52 46 internal_count=363206 183 69 114 44 70 363023 195 45 47 50 362828 110 85 362718 279 250 226 362439 71 362368 91 362277 148 59 89 62 52 46 is_linear=0 shrinkage=0.01 Tree=500 num_leaves=25 num_cat=2 split_feature=9 6 5 8 3 8 16 3 25 2 2 13 3 24 26 2 10 7 9 10 7 12 11 7 split_gain=4.60161e+06 4.02258e+07 7.97392e+06 5.94411e+06 1.20006e+07 2.08986e+06 3.47355e+06 3.54289e+06 1.73755e+06 6.4988e+07 1.23871e+07 4.26756e+07 5.90504e+07 5.06984e+06 4.49751e+06 3.3435e+06 1.71132e+06 1.68406e+06 1.54253e+06 1.01367e+06 900518 829002 685484 8416.79 threshold=2854.0889000000006 2976.3936000000008 1908.1960000000001 2971.7767500000004 1493.1141200000004 1973.6620000000003 529.14120000000014 284.84010000000006 0 1827.1555000000001 2682.0900000000006 220.59600000000003 1890.7105500000002 1 2022.5000000000002 287.03350000000006 312.03250000000008 762.97500000000002 1972.2770000000003 1935.1350000000002 11.862100000000002 752.69540000000018 11.955 9.1420000000000012 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=3 2 22 5 17 8 7 20 9 13 18 12 -12 14 -1 -15 -9 23 19 -10 -7 -20 -2 -5 right_child=1 -3 -4 4 -6 6 -8 16 10 -11 11 -13 -14 15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 leaf_value=1.2494924827352647 1.4980407978938177 10.987606179373604 -6.3543984779944793 0.41517576144291801 -9.1986688458919534 1.5272560914357505 -1.7913165888293037 6.2629944892363119 -0.0015108221559730272 15.98642409984882 -1.4946515616916474 9.9858494785853793 -18.740374862597541 -0.14530338106500806 -0.019023121101515633 -1.9545910024642945 2.2720153572445825 -2.9420040998458865 -2.0129960153431727 0.87166879926409035 -1.0058709268984587 0.34800395202636725 -0.65894984862383676 0.68804248237609866 leaf_weight=558 26 35 26 26 21 36 29 22 359826 26 84 21 26 1429 560 110 21 20 58 133 23 20 34 20 leaf_count=558 26 35 26 26 21 36 29 22 359826 26 84 21 26 1429 560 110 21 20 58 133 23 20 34 20 internal_value=0 1.94956 -1.72872 -0.000889874 -2.61444 -0.000263454 1.26257 2.13083 -0.000719373 0.252346 -0.00261147 -3.07708 -5.57091 0.0993302 0.608656 -0.272849 4.31391 -0.519465 -0.00149289 -0.00118819 0.539766 -1.40761 0.275746 0.533813 internal_weight=0 121 86 363069 87 362982 131 102 362851 2683 360168 131 110 2657 1118 1539 43 66 360037 359959 59 78 60 46 internal_count=363190 121 86 363069 87 362982 131 102 362851 2683 360168 131 110 2657 1118 1539 43 66 360037 359959 59 78 60 46 cat_boundaries=0 5 6 cat_threshold=1048576 0 0 0 2176 327 is_linear=0 shrinkage=0.01 Tree=501 num_leaves=23 num_cat=0 split_feature=0 11 5 1 14 8 1 1 9 17 4 1 5 12 1 8 0 4 5 7 9 8 split_gain=7.58866e+06 1.7302e+07 4.18921e+07 2.29033e+07 3.0596e+06 3.1929e+06 2.66047e+06 3.86722e+06 2.45985e+06 1.78326e+07 3.14463e+06 5.34339e+06 2.62429e+06 1.54396e+06 2.28452e+06 1.02523e+06 2.75043e+06 1.97608e+06 1.09258e+06 1.06243e+07 903763 266272 threshold=2778.6210000000005 3182.0603000000006 2871.8940000000007 2781.5828000000006 3182.0603000000006 1017.6571000000002 289.85000000000008 1098.6214000000002 2854.0889000000006 86.586000000000013 2693.9010000000007 1098.6214000000002 842.25950000000023 202.67300000000003 19.055500000000002 1973.6620000000003 1519.5755740000002 167.86646250000004 2871.8940000000007 659.5150000000001 1972.2770000000003 28.695750000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 6 8 -6 21 -8 10 12 15 13 -10 14 -12 18 17 -17 20 -20 -1 -2 right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 leaf_value=-0.001199642802126339 -0.53712504533620986 10.320291203585539 -11.073434442138671 11.24871949089898 -0.44168446728677457 -5.4296477308727447 6.1165529905046734 0.52137254397074384 1.1507241378291961 9.4623741670088339 -0.74568974018096923 -4.7204288603443851 -2.8722059350855211 -2.3677147359433381 3.4297765140533447 1.0591307828883931 3.7655532440772426 -1.3797631292343142 -1.2507961723437675 7.0391562894257627 -1.0576113108205205 0.82060066986083979 leaf_weight=362403 52 22 25 27 33 21 21 30 31 22 38 38 34 23 20 99 26 50 52 22 81 20 leaf_count=362403 52 22 25 27 33 21 21 30 31 22 38 38 34 23 20 99 26 50 52 22 81 20 internal_value=0 1.96191 0.911142 2.90857 -0.00130254 -2.38145 1.07781 2.82527 -0.000948411 1.68034 -0.00135153 -1.62668 -0.953578 -0.175285 0.694126 -0.000818317 0.764401 0.24071 -0.00118767 1.21378 -0.00143571 -0.159979 internal_weight=0 197 175 150 362993 54 123 51 362939 87 362852 119 65 81 58 362733 175 149 362558 74 362484 72 internal_count=363190 197 175 150 362993 54 123 51 362939 87 362852 119 65 81 58 362733 175 149 362558 74 362484 72 is_linear=0 shrinkage=0.01 Tree=502 num_leaves=30 num_cat=1 split_feature=0 5 1 11 1 2 1 2 3 8 4 4 0 5 4 6 3 3 12 12 3 7 25 10 3 7 4 6 0 split_gain=7.43765e+06 1.69891e+07 5.17472e+07 3.51727e+07 3.35837e+07 7.42654e+06 2.32847e+06 8.01304e+06 4.25447e+06 3.31019e+06 1.56049e+07 2.41184e+06 2.4955e+06 1.79943e+06 1.60971e+06 3.36771e+06 2.48284e+06 1.42844e+06 1.17575e+06 995618 807983 752619 3.70322e+06 1.29292e+07 3.94629e+06 1.11706e+06 3.53115e+06 1.39669e+06 414619 threshold=2778.6210000000005 92.948000000000022 1892.2623000000001 3182.0603000000006 2781.5828000000006 26.254000000000001 2781.5828000000006 1827.1555000000001 648.27500000000009 1973.6620000000003 2693.9010000000007 680.56950000000018 174.79296150000002 1561.8224400000001 2693.9010000000007 368.02500000000003 1282.3492500000004 222.04049700000004 1132.9885000000002 7.3327500000000008 234.85310000000001 1131.6606400000003 0 856.19400000000007 1890.7105500000002 610.83000000000004 1522.8167500000002 1937.6795000000002 116.97250000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=6 2 5 4 13 -2 9 8 19 14 11 12 20 -3 21 17 -17 -16 -13 28 -11 25 23 -23 -24 27 -27 -1 -8 right_child=1 3 -4 -5 -6 -7 7 -9 -10 10 -12 18 -14 -15 15 16 -18 -19 -20 -21 -22 22 24 -25 -26 26 -28 -29 -30 leaf_value=-0.0018544995772609343 -0.88828249733403042 1.9591891602546938 19.255375758498907 10.217088232907383 -13.653644238281249 5.8166596221923825 -1.3762328620578932 -5.9724896950557307 3.0028463375568393 0.66024765234727123 9.6598710594177248 -2.8895952653884889 3.1780349125006264 -1.780307085730813 -0.84699689200049944 -0.87661254119873055 -5.7448562991619108 2.4547057354450228 0.28496297264099119 0.38708754539489748 -1.5495969881330218 -0.58759427526945707 -0.57862963849903692 7.1633980906116106 -4.53215370743363 0.24635444511324511 4.0587360916137696 1.1051932901431594 -3.3196997142973403 leaf_weight=361024 53 31 20 22 25 24 23 29 32 78 20 28 39 22 38 20 22 20 20 20 21 93 389 28 27 862 25 114 21 leaf_count=361024 53 31 20 22 25 24 23 29 32 78 20 28 39 22 38 20 22 20 20 20 21 93 389 28 27 862 25 114 21 internal_value=0 1.94229 4.924 -0.949971 -4.09965 1.20157 -0.00128952 -1.36589 0.0256852 -0.000819441 1.26645 0.363934 1.03552 0.406945 -0.00153928 -1.27011 -3.42664 0.291521 -1.56686 -1.4629 0.191493 -0.00118939 -0.375282 1.11396 -0.815622 -0.000634489 0.353806 -0.00150504 -2.3038 internal_weight=0 197 97 100 78 77 362993 125 96 362868 206 186 138 53 362662 100 42 58 48 64 99 362562 537 121 416 362025 887 361138 44 internal_count=363190 197 97 100 78 77 362993 125 96 362868 206 186 138 53 362662 100 42 58 48 64 99 362562 537 121 416 362025 887 361138 44 cat_boundaries=0 1 cat_threshold=32768 is_linear=0 shrinkage=0.01 Tree=503 num_leaves=23 num_cat=0 split_feature=0 5 1 11 1 1 16 7 9 17 8 3 5 8 16 3 5 26 5 7 4 12 split_gain=7.28964e+06 1.6651e+07 5.07174e+07 3.44728e+07 3.29154e+07 3.31196e+06 2.64489e+06 5.62868e+06 3.02186e+06 2.34406e+07 3.21613e+06 8.81851e+06 2.75405e+06 2.20116e+06 3.24218e+06 3.8513e+06 1.76362e+06 1.08316e+06 1.01312e+06 7.73478e+06 1.1604e+06 244590 threshold=2778.6210000000005 92.948000000000022 1892.2623000000001 3182.0603000000006 2781.5828000000006 48.966000000000001 3006.0949125000006 485.08750000000003 2854.0889000000006 86.586000000000013 2971.7767500000004 698.94000000000005 842.25950000000023 1973.6620000000003 529.14120000000014 284.84010000000006 1561.8224400000001 2022.5000000000002 2871.8940000000007 659.5150000000001 1888.1190000000004 45.392750000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 4 16 17 8 -8 10 12 13 21 -10 18 15 -15 -3 -2 20 -20 -1 -12 right_child=1 3 -4 -5 -6 -7 7 -9 9 -11 11 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.0012309924019230621 1.0456770828564961 1.939597219651745 19.062821755409242 10.114917599071156 -13.517107672119142 4.2715295855204269 0.28139417784554616 -6.2672819105784097 1.1469197738170624 11.363058494567872 0.585253341794014 -7.7580941700935364 -2.9120389720371795 0.52022632146285752 -2.1160265419699931 4.5702603506430606 -1.7625040357763118 -1.8387553836988366 -1.0164128411667688 5.499679763228805 -0.73610708845839934 -0.80365111214773988 leaf_weight=362359 30 31 20 22 25 24 35 21 32 20 32 20 35 59 22 39 22 23 56 27 215 21 leaf_count=362359 30 31 20 22 25 24 35 21 32 20 32 20 35 59 22 39 22 23 56 27 215 21 internal_value=0 1.92287 4.87476 -0.940471 -4.05866 1.18955 -0.00127662 -2.17436 -0.000941321 1.86254 -0.00138813 -2.10014 -0.973432 -0.000965803 1.35317 2.13197 0.402876 -0.206058 -0.00141388 1.10328 -0.00166676 0.0349327 internal_weight=0 197 97 100 78 77 362993 56 362937 87 362850 73 67 362777 120 98 53 53 362657 83 362574 53 internal_count=363190 197 97 100 78 77 362993 56 362937 87 362850 73 67 362777 120 98 53 53 362657 83 362574 53 is_linear=0 shrinkage=0.01 Tree=504 num_leaves=25 num_cat=0 split_feature=0 5 11 2 3 13 14 8 9 17 4 6 0 3 3 26 8 0 4 5 7 9 2 8 split_gain=7.14458e+06 1.63196e+07 3.37868e+07 2.86429e+07 1.73679e+07 5.56882e+06 2.97718e+06 3.09851e+06 2.36848e+06 1.71545e+07 3.04671e+06 5.90735e+06 6.63875e+06 2.56711e+06 2.3032e+06 1.75676e+06 986083 2.66922e+06 1.90709e+06 1.0565e+06 1.02646e+07 883497 243188 134620 threshold=2778.6210000000005 92.948000000000022 3182.0603000000006 26.254000000000001 2725.8677800000005 23.508500000000002 3182.0603000000006 1017.6571000000002 2854.0889000000006 86.586000000000013 2693.9010000000007 368.02500000000003 992.19979999999998 815.10500000000013 318.67100000000011 2022.5000000000002 1973.6620000000003 1519.5755740000002 167.86646250000004 2871.8940000000007 659.5150000000001 1972.2770000000003 3.5235000000000007 144.01200000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 4 15 5 -3 8 -8 10 13 16 14 -13 23 22 -2 19 18 -18 21 -21 -1 -12 -10 right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 11 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.0011579806321082879 2.0182425792797192 1.9534802689090853 10.013768083398991 11.899552921321655 -10.888673596191406 -4.6250257942893294 -0.43825733083667173 -5.3519319952101929 1.2167358131408692 9.2814948636835286 -0.19860519519219033 -0.86777474826779866 -7.9778874715169277 -3.4482715240478519 3.2285320897102356 -1.4556377379099528 1.0377899682401408 3.7061937706287091 -1.3581502632141114 -1.2289131262669197 6.9195224831321029 -1.0456582174036237 -1.6653276414871214 0.056476049423217774 leaf_weight=362403 37 31 22 36 25 22 33 21 20 22 26 29 24 25 20 24 99 26 50 52 22 81 20 20 leaf_count=362403 37 31 22 36 25 22 33 21 20 22 26 29 24 25 20 24 99 26 50 52 22 81 20 20 internal_value=0 1.90364 -0.931066 4.82602 -4.01807 -0.77722 -0.00126385 -2.34913 -0.000914526 1.64885 -0.00131009 -1.60113 -4.08745 -0.934501 0.39546 0.65147 -0.000785242 0.749684 0.233783 -0.00114748 1.19359 -0.00139138 -0.836311 0.636606 internal_weight=0 197 100 97 78 53 362993 54 362939 87 362852 119 53 65 66 61 362733 175 149 362558 74 362484 46 40 internal_count=363190 197 100 97 78 53 362993 54 362939 87 362852 119 53 65 66 61 362733 175 149 362558 74 362484 46 40 is_linear=0 shrinkage=0.01 Tree=505 num_leaves=25 num_cat=0 split_feature=4 17 2 3 5 3 2 14 1 11 14 8 14 9 20 4 1 3 2 4 26 1 2 1 split_gain=4.17245e+06 3.18025e+07 8.55733e+07 7.07869e+06 2.56128e+06 2.29326e+06 4.65356e+06 3.73291e+06 3.14625e+06 2.07328e+06 9.41611e+06 1.21342e+06 4.66967e+06 2.31132e+06 3.05737e+06 1.49358e+06 1.4448e+06 1.86178e+06 2.0831e+06 951778 2.31725e+06 735170 686843 179101 threshold=2693.9010000000007 164.97000000000003 2682.0900000000006 1282.3492500000004 259.98675000000009 2725.8677800000005 1827.1555000000001 18.616500000000006 190.81250000000003 3182.0603000000006 784.87910000000022 1017.6571000000002 1929.7000000000003 827.32299999999998 7.354750000000001 629.95226050000008 1892.2623000000001 1282.3492500000004 1107.4580000000003 785.57750000000021 2022.5000000000002 1256.4300000000001 11.905750000000003 5.8897500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 23 9 7 8 22 11 -11 16 13 15 -15 -13 19 18 -18 21 -21 -1 -7 -2 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 leaf_value=4.5980589315549441e-05 0.058503104597330095 -7.6724633776757027 16.870493418375652 -4.5932622307368689 3.5439115801639858 -1.5037618836112645 -4.5728166487722683 -2.9952566671371459 4.4756234671026469 -1.1313177283480764 7.4265084471702574 0.15384470212396489 4.1581976997852328 1.892521215200424 -2.1384780883789065 -1.3275810031144015 -0.92797955342808613 -3.0321982395648956 1.7064347633155617 0.88718476485268782 -0.11007699909997642 -0.53603215954266492 1.0301062860488892 -1.1478107471466066 leaf_weight=360526 32 31 36 35 24 23 33 32 20 36 20 378 32 130 22 83 159 32 37 407 545 256 20 20 leaf_count=360526 32 31 36 35 24 23 33 32 20 36 20 378 32 130 22 83 159 32 37 407 545 256 20 20 internal_value=0 1.53201 3.47308 -0.872022 0.841707 0.000594258 -1.33768 -0.213896 1.19886 0.0010666 1.92505 0.000769461 0.43412 0.239715 1.30909 -0.112876 -2.75114e-06 -0.795794 -0.430667 0.000498834 0.316273 -0.000334404 -0.325219 -0.405464 internal_weight=0 178 147 111 76 362791 128 95 63 362663 56 362607 645 613 152 461 361962 228 196 361734 952 360782 43 52 internal_count=362969 178 147 111 76 362791 128 95 63 362663 56 362607 645 613 152 461 361962 228 196 361734 952 360782 43 52 is_linear=0 shrinkage=0.01 Tree=506 num_leaves=31 num_cat=2 split_feature=25 1 1 6 13 2 3 0 6 6 6 17 3 6 11 7 1 24 1 10 16 2 2 0 15 0 2 6 3 0 split_gain=4.07291e+06 2.84507e+08 3.52886e+07 5.8143e+07 3.69862e+07 2.89563e+07 5.04448e+06 7.31248e+06 5.02767e+06 4.46704e+06 2.63895e+06 1.8317e+07 3.14456e+06 4.9292e+06 3.02456e+06 2.32493e+06 2.20811e+06 2.30777e+06 2.09327e+06 1.91521e+06 5.9967e+06 2.29897e+06 1.31258e+06 1.12889e+06 1.06022e+06 990042 973692 966419 930302 188563 threshold=0 2781.5828000000006 2781.5828000000006 2976.3936000000008 85.365000000000009 1827.1555000000001 748.6165000000002 992.19979999999998 576.6450000000001 6.179850000000001 2976.3936000000008 86.586000000000013 2725.8677800000005 355.17104999999998 789.79950000000008 1131.6606400000003 1098.6214000000002 1 241.54760000000002 1935.1350000000002 1078.6845000000003 10.155000000000003 33.601250000000007 992.19979999999998 2869.3449000000005 53.860000000000007 26.254000000000001 2.0004280000000008 453.37980000000005 53.860000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 10 4 5 23 7 16 18 -9 12 15 19 25 -15 22 17 27 -8 24 21 -21 -12 29 26 -14 -2 -1 -19 -4 right_child=2 -3 3 -5 -6 -7 8 9 -10 -11 11 -13 13 14 -16 -17 -18 28 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.3873247576621643 -0.0046168782772937978 31.542229222264783 -0.96712395108979321 -19.451734585969344 7.1331854200363161 -15.351614327864214 1.766135992570357 6.0641656754233626 -5.8301349878311157 0.074866840362548828 -0.62083729953476874 10.176176803588866 1.0641853239729597 -7.2204087295532222 -1.7866707011631555 -3.1472180461883545 2.9500945399357721 -0.097805524876771702 -2.2409032487869265 1.7238063384746685 5.5979908935546874 -0.95979492133771871 2.6257623381614685 -4.089233399963379 1.7658455447589652 -1.428133612360273 0.059878488427306857 -0.5361256045679893 1.3869844222068788 -2.1795825858738112 leaf_weight=166 334562 29 29 23 32 22 22 33 28 20 33 20 37 20 21 24 26 2263 32 58 25 71 20 25 34 28 25169 31 43 23 leaf_count=166 334562 29 29 23 32 22 22 33 28 20 33 20 37 20 21 24 26 2263 32 58 25 71 20 25 34 28 25169 31 43 23 internal_value=0 0.38806 -0.00156964 -4.78748 -2.21284 -5.23377 0.0503761 0.127924 -2.39144 3.80405 0.000476922 1.64967 3.25876e-05 -1.72209 -4.43727 -0.565008 0.0508837 0.0207681 -0.608406 0.00053977 1.11549 0.246785 0.604295 -2.34296 6.25086e-05 -0.00942899 -0.000104385 1.03225 -0.0698159 -1.5034 internal_weight=0 2693 360276 154 131 99 2664 2582 82 53 360122 97 360025 106 41 77 2529 2503 54 359919 154 129 53 77 359765 65 359731 197 2306 52 internal_count=362969 2693 360276 154 131 99 2664 2582 82 53 360122 97 360025 106 41 77 2529 2503 54 359919 154 129 53 77 359765 65 359731 197 2306 52 cat_boundaries=0 6 7 cat_threshold=1048576 0 0 0 128 16384 1 is_linear=0 shrinkage=0.01 Tree=507 num_leaves=25 num_cat=1 split_feature=4 17 2 3 5 3 2 14 1 11 14 8 14 1 14 24 1 3 0 14 1 4 2 0 split_gain=4.03825e+06 3.13395e+07 8.32857e+07 6.77198e+06 2.58885e+06 2.19732e+06 4.49772e+06 3.61481e+06 3.06387e+06 2.01372e+06 9.13176e+06 1.17861e+06 4.55831e+06 2.14305e+06 2.80591e+06 1.70251e+06 1.41476e+06 1.83566e+06 3.41874e+06 952788 2.08778e+06 1.12022e+06 678300 474957 threshold=2693.9010000000007 254.62750000000003 2682.0900000000006 1282.3492500000004 259.98675000000009 2725.8677800000005 1827.1555000000001 18.616500000000006 190.81250000000003 3182.0603000000006 784.87910000000022 1017.6571000000002 1929.7000000000003 1461.4925000000003 260.36070000000001 0 1892.2623000000001 1282.3492500000004 688.40820000000008 1619.4627500000004 424.16250000000008 785.57750000000021 11.905750000000003 16.598250000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=5 2 3 4 23 9 7 8 22 11 -11 16 13 15 -15 -13 19 18 -18 21 -21 -1 -7 -2 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 leaf_value=-8.9145581600553607e-05 0.30419442754803283 -7.8126256284713751 16.627904756334093 -4.5039069066728867 3.5259557463725408 -1.4895526637201724 -4.4899084888805048 -2.9416019825637343 4.41921622300148 -1.112676612469885 7.3149445483684543 -0.36815754353169944 4.1072400832176212 4.2290115711606777 -0.63977775573730467 0.74154189024501382 -1.3552382935549465 -3.0081436896324156 1.4499934275700497 -0.24442935010482525 -3.379667292374831 0.346865079180045 1.0285089616775513 -1.6487653594017031 leaf_weight=360659 33 30 36 35 24 23 33 32 20 36 20 349 32 29 20 215 131 32 65 116 26 933 20 20 leaf_count=360659 33 30 36 35 24 23 33 32 20 36 20 349 32 29 20 215 131 32 65 116 26 933 20 20 internal_value=0 1.50716 3.39631 -0.856703 0.801117 0.000579663 -1.3094 -0.204594 1.18563 0.00104201 1.89719 0.000749179 0.427838 0.235765 2.24175 0.0614865 -1.18754e-05 -0.787488 -0.424932 0.000484469 -0.818487 0.000806085 -0.318361 -0.432772 internal_weight=0 178 148 112 77 362791 128 95 63 362663 56 362607 645 613 49 564 361962 228 196 361734 142 361592 43 53 internal_count=362969 178 148 112 77 362791 128 95 63 362663 56 362607 645 613 49 564 361962 228 196 361734 142 361592 43 53 cat_boundaries=0 1 cat_threshold=3724 is_linear=0 shrinkage=0.01 Tree=508 num_leaves=30 num_cat=2 split_feature=25 1 1 6 13 2 1 1 1 0 6 17 2 0 26 7 24 26 10 15 9 4 0 15 2 2 2 12 0 split_gain=3.97394e+06 2.77614e+08 3.46418e+07 5.71128e+07 3.61957e+07 2.84629e+07 4.85631e+06 5.95504e+06 3.73762e+06 4.8096e+06 2.57293e+06 1.79858e+07 2.5964e+06 4.75768e+06 3.41103e+06 2.28975e+06 2.17784e+06 1.67046e+06 1.61285e+06 4.88317e+06 5.98077e+06 2.06056e+06 1.58752e+06 1.29332e+06 1.2768e+06 1.26967e+06 943178 230896 6985.07 threshold=0 2781.5828000000006 2781.5828000000006 2976.3936000000008 85.365000000000009 1827.1555000000001 1461.4925000000003 860.12500000000011 585.22500000000014 992.19979999999998 2976.3936000000008 86.586000000000013 2682.0900000000006 992.19979999999998 2022.5000000000002 1131.6606400000003 1 2022.5000000000002 1935.1350000000002 304.21400000000006 1600.0905700000001 17.821000000000005 448.25000000000006 2869.3449000000005 33.601250000000007 30.518000000000004 21.543000000000003 124.32050000000002 887.79240000000016 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 10 4 5 17 7 8 9 16 12 15 18 14 -14 24 -1 28 23 21 -21 -20 -10 26 -12 -11 -2 -16 -4 right_child=2 -3 3 -5 -6 -7 -8 -9 22 25 11 -13 13 -15 27 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=1.0156972970082923 -0.0047847558624394331 31.157805464021092 -3.5985148200988775 -19.277164372983187 7.0539305338263514 -15.211418092901056 -4.1697449860749423 4.0229945591876382 -1.1414863215878606 5.2864488363265991 -0.61356822031691216 10.077985545158386 2.8860449134386505 -4.341852056766168 -1.0157885846224699 -3.1282689984639482 -0.057099483020197031 -0.7826312990446348 1.2079491685361279 6.0011169270908136 -0.89049690437316897 -1.636883925851786 -4.9213941612243648 1.9222494946888515 2.5884788765907287 1.7658815293085008 0.056269024981463564 -2.5003771246671675 -3.8628076381683347 leaf_weight=196 332339 29 20 23 32 22 27 38 25 20 33 20 26 39 22 24 2317 37 49 34 20 53 20 35 20 21 27388 20 20 leaf_count=196 332339 29 20 23 32 22 27 38 25 20 33 20 26 39 22 24 2317 37 49 34 20 53 20 35 20 21 27388 20 20 internal_value=0 0.383307 -0.00156058 -4.7434 -2.19167 -5.18015 0.0497377 0.0929406 0.0354793 0.0858166 0.000467146 1.6289 2.84051e-05 -1.55748 0.0394452 -0.565671 0.0303872 -2.31408 0.000491436 1.01707 3.44867 -0.270248 -2.82145 5.06274e-05 0.594751 3.48323 -0.000136395 -1.72274 -3.73066 internal_weight=0 2693 360276 154 131 99 2664 2637 2599 2554 360122 97 360025 107 68 77 2513 77 359918 156 54 102 45 359762 53 41 359727 42 40 internal_count=362969 2693 360276 154 131 99 2664 2637 2599 2554 360122 97 360025 107 68 77 2513 77 359918 156 54 102 45 359762 53 41 359727 42 40 cat_boundaries=0 6 7 cat_threshold=1048576 0 0 0 128 16384 1 is_linear=0 shrinkage=0.01 Tree=509 num_leaves=26 num_cat=0 split_feature=4 2 10 1 1 3 2 14 1 11 14 0 8 14 9 10 4 1 3 0 14 1 4 2 3 split_gain=3.89906e+06 2.45367e+07 6.40031e+07 5.8444e+06 7.769e+06 2.13454e+06 4.33558e+06 3.52746e+06 2.9708e+06 1.95727e+06 8.86623e+06 1.6872e+06 1.1463e+06 4.46417e+06 2.28683e+06 2.23768e+06 1.49173e+06 1.37311e+06 1.81156e+06 3.35183e+06 937406 2.03705e+06 1.09518e+06 665087 51525.9 threshold=2693.9010000000007 2682.0900000000006 102.72500000000001 1461.4925000000003 469.40400000000005 2725.8677800000005 1827.1555000000001 18.616500000000006 190.81250000000003 3182.0603000000006 784.87910000000022 321.84000000000009 1017.6571000000002 1929.7000000000003 827.32299999999998 1935.1350000000002 629.95226050000008 1892.2623000000001 1282.3492500000004 688.40820000000008 1619.4627500000004 424.16250000000008 785.57750000000021 11.905750000000003 138.47650000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 11 9 7 8 23 12 -11 24 17 14 16 -16 -14 20 19 -19 22 -22 -1 -7 -2 right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12 -13 13 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 leaf_value=-9.4095005836049945e-05 -0.031165873090426129 19.527698954706608 -4.3301631095192645 -3.9931378244098865 6.1849074864387514 -1.4732284993710727 -4.4132138188680008 -2.9095934936404229 4.3515666053295137 -1.0953792236579789 7.2088121613115073 -2.9507581443786619 0.14768615038621993 4.063139538764954 1.8721006879883428 -1.2578040749686106 -1.3328203992384025 -1.3368039998434882 -2.9818483841419221 1.4408414500309872 -0.2448209862051339 -3.3417353718097393 0.34296088355722149 1.0201871538162233 0.62410698103904727 leaf_weight=360659 30 23 22 38 20 23 33 32 20 36 20 25 378 32 124 28 83 131 32 65 116 26 933 20 20 leaf_count=360659 30 23 22 38 20 23 33 32 20 36 20 25 378 32 124 28 83 131 32 65 116 26 933 20 20 internal_value=0 1.48096 7.86386 -0.678668 0.64712 0.000566635 -1.29056 -0.205854 1.16747 0.00102233 1.8704 -0.829624 0.000733631 0.421928 0.231849 1.29554 -0.118869 -1.69185e-05 -0.775815 -0.415646 0.000472065 -0.811862 0.000791075 -0.3135 0.230943 internal_weight=0 178 45 133 95 362791 128 95 63 362663 56 75 362607 645 613 152 461 361962 228 196 361734 142 361592 43 50 internal_count=362969 178 45 133 95 362791 128 95 63 362663 56 75 362607 645 613 152 461 361962 228 196 361734 142 361592 43 50 is_linear=0 shrinkage=0.01 Tree=510 num_leaves=27 num_cat=0 split_feature=3 12 4 9 7 0 2 1 2 26 4 1 6 7 17 7 17 14 1 3 0 8 8 4 6 15 split_gain=6.56186e+06 2.57048e+07 1.05561e+08 1.88642e+07 1.84126e+07 5.24829e+06 5.57654e+06 7.81712e+06 1.73477e+07 6.49598e+06 4.49117e+06 3.36681e+06 1.62963e+06 1.84479e+06 1.24028e+06 1.79996e+06 1.74319e+06 7.53943e+06 2.28364e+06 965739 776369 727115 2.44034e+06 1.56532e+06 524513 51472.6 threshold=2725.8677800000005 85.709000000000017 2693.9010000000007 274.34750000000008 214.04124800000002 2778.6210000000005 1827.1555000000001 31.194500000000001 72.651050000000012 2022.5000000000002 362.02000000000004 57.852000000000011 2976.3936000000008 548.03450000000009 2221.3567500000004 610.83000000000004 1381.0875000000003 943.12925000000007 172.78275000000005 53.901250000000005 412.19925000000006 2971.7767500000004 1973.6620000000003 727.60250000000008 698.40204000000006 173.96175000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 20 4 10 12 7 9 -9 -7 11 -2 14 19 16 25 21 18 -18 -14 -3 22 -1 -23 -10 -16 right_child=1 2 -4 -5 -6 6 -8 8 24 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 leaf_value=-0.0031325812612476175 -1.8853082752486936 -1.376695671081543 24.116296897556474 -8.218048659430611 9.7688562564849857 -7.800232137597126 -5.5941720271110533 8.8354334740411673 -3.0701868733992943 -0.19953359603881837 -4.7506123252536945 3.7247126297950746 -1.2717782255932688 -3.4832504415512084 -0.52818377439792341 -3.3458845929746275 0.90539088323082728 6.6456873285202755 -2.720250597414763 1.4195112488269805 -4.1630353908538824 0.2695441097962229 1.5514906692504884 -2.8464888136727469 -0.9161396942138671 0.079719876607259113 leaf_weight=362756 23 20 23 27 20 23 32 21 26 22 23 20 40 28 26 27 71 21 23 20 20 38 101 28 20 30 leaf_count=362756 23 20 23 27 20 23 32 21 26 22 23 20 40 28 26 27 71 21 23 20 20 38 101 28 20 30 internal_value=0 1.92749 7.04572 -0.926036 1.36332 -0.00386662 -1.91258 -0.860702 1.30442 -4.08434 -1.18382 0.724004 -0.00310988 -1.36377 -0.00278013 -1.22506 -0.00250069 1.22849 0.0182658 -0.374682 -2.76987 -0.00289075 -0.00269986 -1.05241 -2.13364 -0.202521 internal_weight=0 176 63 113 86 363353 144 112 67 45 66 43 363209 88 363121 83 363038 115 94 60 40 362923 362857 66 46 56 internal_count=363529 176 63 113 86 363353 144 112 67 45 66 43 363209 88 363121 83 363038 115 94 60 40 362923 362857 66 46 56 is_linear=0 shrinkage=0.01 Tree=511 num_leaves=26 num_cat=1 split_feature=3 12 4 9 1 0 1 1 3 1 6 8 0 17 17 14 1 4 10 10 24 0 5 10 16 split_gain=6.43128e+06 2.51933e+07 1.03461e+08 1.84899e+07 1.1863e+07 5.14385e+06 4.93765e+06 1.83245e+07 3.50028e+06 2.05998e+06 1.5972e+06 1.50226e+06 1.2739e+06 1.2156e+06 1.7085e+06 7.3894e+06 2.2382e+06 1.35744e+06 1.14169e+06 801967 3.76274e+06 815418 176376 147406 79253.6 threshold=2725.8677800000005 85.709000000000017 2693.9010000000007 152.94900000000004 2781.5828000000006 2778.6210000000005 31.194500000000001 469.40400000000005 297.12438000000003 1892.2623000000001 2976.3936000000008 289.16250000000008 497.59550000000002 2221.3567500000004 1381.0875000000003 943.12925000000007 172.78275000000005 452.88000000000005 1330.1795 1564.7167200000001 0 561.94500000000005 252.1095 164.73267500000003 148.25975000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=5 3 18 4 12 10 -7 -8 -9 -10 13 22 -2 14 19 16 -16 23 -3 21 -21 -1 -12 24 -15 right_child=1 2 -4 -5 -6 6 7 8 9 -11 11 -13 -14 17 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.002084880231102499 0.51266055458470394 -1.0527212219238282 23.875134313832159 -7.964655367987497 8.1397489280700697 -4.5122072617212936 7.6725258734112698 0.069800057777991656 -2.3769325053691865 -6.4785413101196285 -0.69603620479007566 -2.8488697827489751 -2.328200386541861 0.31965855222940442 0.89633698413069829 6.5792307063511446 -2.6930481438014819 -3.4825541105270386 -4.4316123600006101 1.8463610171874365 -0.56648138313457885 -0.19651493716857948 0.51631707096099855 -1.1301579674430515 -0.57058609318733222 leaf_weight=360508 38 20 23 28 20 48 21 26 24 25 30 38 27 20 71 21 23 20 20 110 135 2170 20 23 20 leaf_count=360508 38 20 23 28 20 48 21 26 24 25 30 38 27 20 71 21 23 20 20 110 135 2170 20 23 20 internal_value=0 1.90821 6.97526 -0.916776 1.40488 -0.00382796 -1.89346 -0.584084 -2.89593 -4.46959 -0.00307878 -1.35013 -0.667389 -0.00275233 -0.00247568 1.21621 0.0180832 -1.21281 -2.74217 -0.00286185 0.569076 -0.00324821 -0.211095 -0.492257 -0.125464 internal_weight=0 176 63 113 85 363353 144 96 75 49 363209 88 65 363121 363038 115 94 83 40 362923 245 362678 50 63 40 internal_count=363529 176 63 113 85 363353 144 96 75 49 363209 88 65 363121 363038 115 94 83 40 362923 245 362678 50 63 40 cat_boundaries=0 1 cat_threshold=2354 is_linear=0 shrinkage=0.01 Tree=512 num_leaves=30 num_cat=3 split_feature=3 12 13 9 7 7 0 2 1 2 26 5 0 17 7 14 3 25 9 1 0 25 24 12 2 4 5 4 15 split_gain=6.3033e+06 2.46919e+07 1.02998e+08 1.81296e+07 1.80094e+07 1.28039e+07 5.04149e+06 5.44964e+06 7.52911e+06 1.68947e+07 6.36672e+06 4.88655e+06 4.06093e+06 1.0941e+06 1.73824e+06 1.46959e+06 8.80784e+06 1.52751e+06 2.01249e+06 1.35638e+06 1.16742e+06 6.70297e+06 8.86793e+06 2.7536e+06 1.42157e+06 2.05262e+06 1.0703e+06 1.01898e+06 91559.5 threshold=2725.8677800000005 85.709000000000017 636.58625000000018 274.34750000000008 214.04124800000002 1941.9625000000003 2778.6210000000005 1827.1555000000001 31.194500000000001 72.651050000000012 2022.5000000000002 26.307400000000005 195.69400000000005 2221.3567500000004 548.03450000000009 1182.8200000000004 1493.1141200000004 0 88.865500000000011 164.83000000000007 887.79240000000016 1 2 1132.9885000000002 1827.1555000000001 588.42000000000019 330.08250000000004 267.54662000000002 173.96175000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 1 2 2 2 2 2 2 left_child=6 3 -3 4 11 -4 13 8 10 -10 -8 12 -2 15 28 20 17 18 -17 -19 24 22 -22 -23 27 -26 -11 -1 -15 right_child=1 2 5 -5 -6 -7 7 -9 9 26 -12 -13 -14 14 -16 16 -18 19 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 leaf_value=-0.0037874407712064459 -2.1947935191067782 24.9880115654355 -7.9265975379943852 -8.0562212209348321 9.649714832305909 3.1286685596812855 -7.6771078010227374 -5.5139801570773121 8.722203776949927 -3.8418698554039001 -0.1524161165410822 -4.90284889039786 3.9530928148542133 -0.48986916386164153 -2.9771715831756591 3.2429496052861215 5.9278418901048857 0.12221002983163905 0.27032407905482042 -1.7530314759854917 3.2286425795831848 -0.84595059770932324 -0.82150165004389619 1.9795519177781211 -0.2357401581213508 -2.5579897471574635 -0.76485841457660386 0.15157602250889948 0.32090216080347694 leaf_weight=357263 22 21 20 27 20 22 23 32 21 20 22 23 21 26 32 32 29 135 79 54 102 823 102 36 142 52 26 4272 30 leaf_count=357263 22 21 20 27 20 22 23 32 21 20 22 23 21 26 32 32 29 135 79 54 102 823 102 36 142 52 26 4272 30 internal_value=0 1.88913 6.90551 -0.907608 1.33672 -2.13574 -0.00378932 -1.87452 -0.834679 1.29019 -3.99837 -1.18236 0.807663 -0.00304764 -1.11794 -0.00277745 0.665265 0.156549 1.03413 -0.392791 -0.00338327 -0.334293 1.25981 -0.719164 -0.00241084 -0.858199 -2.10269 -0.00195162 -0.0555274 internal_weight=0 176 63 113 86 42 363353 144 112 67 45 66 43 363209 88 363121 329 300 111 189 362792 1063 204 859 361729 194 46 361535 56 internal_count=363529 176 63 113 86 42 363353 144 112 67 45 66 43 363209 88 363121 329 300 111 189 362792 1063 204 859 361729 194 46 361535 56 cat_boundaries=0 7 13 14 cat_threshold=33280 0 4096 0 4194304 0 4 0 134218756 4112 1073741824 16384 16384 3605 is_linear=0 shrinkage=0.01 Tree=513 num_leaves=26 num_cat=0 split_feature=3 12 4 9 7 0 2 2 4 5 0 26 6 7 17 7 17 18 4 3 0 8 8 4 15 split_gain=6.17785e+06 2.42006e+07 1.0117e+08 1.7785e+07 1.78928e+07 4.94117e+06 5.34119e+06 5.71073e+06 1.03109e+07 4.91122e+06 3.98011e+06 2.42033e+06 1.56261e+06 1.79086e+06 1.17017e+06 1.71413e+06 1.66634e+06 4.86945e+06 1.67788e+06 940408 717417 716988 2.38575e+06 1.53216e+06 50915 threshold=2725.8677800000005 85.709000000000017 2693.9010000000007 152.94900000000004 44.881800000000005 2778.6210000000005 1827.1555000000001 26.254000000000001 537.37500000000011 26.307400000000005 195.69400000000005 2022.5000000000002 2976.3936000000008 548.03450000000009 2221.3567500000004 610.83000000000004 1381.0875000000003 1244.8300000000002 629.95226050000008 53.901250000000005 412.19925000000006 2971.7767500000004 1973.6620000000003 727.60250000000008 173.96175000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 20 4 9 12 7 11 -9 10 -2 -7 14 19 16 24 21 18 -18 -14 -3 22 -1 -23 -16 right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 23 -24 -25 -26 leaf_value=-0.0030418388357136318 -2.1728456237099389 -1.4335588550567626 23.548180641506029 -7.8107701219831203 9.6496859111785884 -4.8269565954804419 -5.4588403562456369 6.4045741868019102 -2.4563855480325634 -5.0094763738458807 3.9135618600391209 -0.76152644086767129 -1.2461325891315937 -3.4236759199414935 -0.51595828982499936 -3.2595648249873408 -0.46604586305650508 5.5546958396548316 2.7984266777038576 1.4096264423131941 -4.1120227365493776 0.26289144992828367 1.5340938930700321 -2.8199673468726023 0.088643898646036792 leaf_weight=362756 22 20 23 28 20 32 32 24 29 22 21 27 40 28 26 27 74 21 20 20 20 38 101 28 30 leaf_count=362756 22 20 23 28 20 32 32 24 29 22 21 27 40 28 26 27 74 21 20 20 20 38 101 28 30 internal_value=0 1.87024 6.83645 -0.898532 1.37844 -0.00375077 -1.85578 -0.826332 1.55612 -1.16656 0.799586 -2.96651 -0.0030165 -1.33541 -0.00269361 -1.18993 -0.00242217 1.20113 0.228523 -0.36088 -2.77279 -0.00280355 -0.00261398 -1.04499 -0.192064 internal_weight=0 176 63 113 85 363353 144 112 53 65 43 59 363209 88 363121 83 363038 115 94 60 40 362923 362857 66 56 internal_count=363529 176 63 113 85 363353 144 112 53 65 43 59 363209 88 363121 83 363038 115 94 60 40 362923 362857 66 56 is_linear=0 shrinkage=0.01 Tree=514 num_leaves=23 num_cat=2 split_feature=19 11 13 7 4 12 11 10 7 0 0 1 1 9 0 25 24 20 10 0 8 9 split_gain=4.21368e+06 1.11521e+07 7.39089e+06 1.66543e+07 7.06893e+06 3.12442e+07 7.21493e+07 9.512e+06 6.87516e+06 8.52705e+06 1.94428e+06 8.54992e+06 1.52119e+07 4.81528e+06 1.0657e+06 4.22889e+06 5.35221e+06 1.62068e+06 1.46046e+06 3.86105e+06 1.041e+06 654417 threshold=3260.8512500000006 954.88100000000009 3214.9168000000004 1131.6606400000003 2693.9010000000007 85.709000000000017 734.30050000000017 102.72500000000001 254.73937500000002 185.31647500000003 2778.6210000000005 31.194500000000001 555.56875000000014 164.54285500000003 561.94500000000005 0 1 1116.9381800000003 1935.1350000000002 166.07825000000005 311.75250000000005 1022.5259020000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 left_child=2 -2 4 20 10 7 -7 8 9 -6 14 -12 -13 -14 18 16 -16 -17 21 -20 -4 -1 right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 11 12 13 -15 15 17 -18 -19 19 -21 -22 -23 leaf_value=-0.0016487101953624776 -1.0323794582794452 8.6741068572998046 -0.77076525278744246 -9.2207314536826956 2.2303034409681959 23.365965440750124 -0.44342525264195032 -7.2700821762084962 4.4615195649010797 -5.3093908457756038 -4.6917846430902896 8.284035151004792 0.27784890441667465 -5.4973187958110463 1.5647003327198883 -0.40563469813383068 -0.55790610063021595 -3.1998611477443148 0.27233711387997583 4.8796605058149858 2.4170532488822936 -0.40434718899355077 leaf_weight=360302 29 20 21 28 30 20 35 20 28 30 46 20 42 22 258 1797 209 21 105 22 20 404 leaf_count=360302 29 20 21 28 30 20 35 20 28 30 46 20 42 22 258 1797 209 21 105 22 20 404 internal_value=0 2.92945 -0.00321035 -3.27573 -0.002589 2.07943 8.21453 -1.04492 0.369886 -1.53954 -0.00352327 -1.22625 0.67154 -1.70736 -0.00308552 -0.218365 0.622973 -0.435516 -0.00172224 1.07046 0.784268 -0.00209974 internal_weight=0 49 363480 69 363411 163 55 108 88 60 363248 130 84 64 363118 2285 467 1818 360833 127 41 360706 internal_count=363529 49 363480 69 363411 163 55 108 88 60 363248 130 84 64 363118 2285 467 1818 360833 127 41 360706 cat_boundaries=0 7 8 cat_threshold=278528 134219268 1576976 67174400 17408 16384 128 3188 is_linear=0 shrinkage=0.01 Tree=515 num_leaves=35 num_cat=3 split_feature=1 5 3 5 9 3 6 25 5 5 13 4 0 2 1 0 6 10 26 13 3 1 25 4 1 3 10 6 2 25 0 11 6 5 split_gain=5.57402e+06 2.23935e+07 3.97022e+07 1.51093e+07 1.72851e+07 8.23661e+06 2.87114e+06 1.71267e+07 2.43173e+07 5.39557e+06 4.38805e+06 4.14868e+06 2.21683e+06 5.23703e+06 8.50798e+06 1.72374e+06 1.67287e+06 1.39468e+06 1.35412e+06 1.18304e+06 4.60755e+06 2.18863e+06 6.68137e+06 5.76487e+06 1.96566e+06 1.87773e+06 1.69677e+06 1.80835e+06 1.62309e+06 1.30918e+06 773141 750432 725658 794337 threshold=2781.5828000000006 26.307400000000005 149.268 2871.8940000000007 1972.2770000000003 1493.1141200000004 1937.6795000000002 0 1908.1960000000001 1908.1960000000001 7.7340000000000009 182.00375000000003 2778.6210000000005 26.254000000000001 555.56875000000014 166.07825000000005 118.65100000000002 856.19400000000007 2022.5000000000002 483.56250000000006 1890.7105500000002 678.28840000000002 1 1522.8167500000002 962.58510000000012 1890.7105500000002 1564.7167200000001 420.87650000000008 1107.4580000000003 2 1884.2950000000003 954.88100000000009 2976.3936000000008 492.24500000000006 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 left_child=6 2 15 5 -5 -3 12 8 10 17 11 -8 19 18 -15 -2 -16 32 -14 21 24 26 23 -23 29 -24 30 -28 -26 -21 -1 -22 33 -9 right_child=1 3 -4 4 -6 -7 7 9 -10 -11 -12 -13 13 14 16 -17 -18 -19 -20 20 31 22 25 -25 28 -27 27 -29 -30 -31 -32 -33 -34 -35 leaf_value=-0.00084266527604824062 -0.64624170025189709 -0.8930539031930872 17.702223158336821 -2.8054254484176635 9.0757248138427737 -7.9440469754536949 -0.09251916170120239 -0.26921633909488546 11.617254083079677 -6.1105419105007535 -1.2604381558769628 5.9655213392697855 -4.8910198354721066 5.2050609779357915 -4.2562109527587895 3.105722686767578 -0.26017098340121186 -2.5864290307186271 -1.8501474313382751 0.96077661482600629 -4.9556293125152591 1.0864646218601026 -0.22816182789113598 6.0132418701171879 -0.78263777293516013 2.2782970170051819 0.46624813415890648 3.1499175701719344 -3.5817737777144822 -0.17305297590265636 -0.97196064872349186 -2.2792116806723857 -1.0299276077904198 2.2845352583839782 leaf_weight=359672 24 37 21 24 25 30 20 29 31 21 38 26 32 25 20 25 22 27 27 102 20 475 834 25 89 31 105 33 27 1122 82 22 38 21 leaf_count=359672 24 37 21 24 25 30 20 29 31 21 38 26 32 25 20 25 22 27 27 102 20 475 834 25 89 31 105 33 27 1122 82 22 38 21 internal_value=0 1.7316 6.19829 -0.963806 3.25639 -4.05021 3.89339e-05 1.06919 3.72393 -1.35017 1.25424 3.33159 -0.000700822 -1.32689 0.586247 1.26803 -2.16305 -0.598286 -3.49943 -0.000240033 -0.292263 0.000877108 0.400544 1.30667 -0.190039 -0.136754 -0.000638749 1.108 -1.43416 -0.0721315 -0.00106402 -3.5537 0.0117127 0.803359 internal_weight=0 186 70 116 49 67 363016 251 115 136 84 46 362765 126 67 49 42 115 59 362639 1382 361257 1365 500 1340 865 359892 138 116 1224 359754 42 88 50 internal_count=363202 186 70 116 49 67 363016 251 115 136 84 46 362765 126 67 49 42 115 59 362639 1382 361257 1365 500 1340 865 359892 138 116 1224 359754 42 88 50 cat_boundaries=0 7 14 21 cat_threshold=32768 0 256 1073741824 0 0 128 3145728 33856 4432 1073807360 0 0 132 0 33792 0 32 4096 0 4 is_linear=0 shrinkage=0.01 Tree=516 num_leaves=34 num_cat=1 split_feature=1 5 3 5 7 3 6 25 5 5 13 4 0 2 1 0 6 12 4 15 0 10 13 5 3 10 2 14 3 6 5 6 15 split_gain=5.4631e+06 2.19479e+07 3.89121e+07 1.48086e+07 1.93969e+07 8.07271e+06 2.814e+06 1.67859e+07 2.38334e+07 5.28819e+06 4.30073e+06 4.06612e+06 2.17271e+06 5.13281e+06 8.33867e+06 1.68944e+06 1.63958e+06 1.52608e+06 3.12418e+06 1.77577e+06 4.18035e+06 1.36692e+06 1.31718e+06 1.31064e+06 3.22925e+06 1.28568e+06 1.20797e+06 986226 940584 711217 778529 692529 39489.2 threshold=2781.5828000000006 26.307400000000005 149.268 2871.8940000000007 1941.9625000000003 1493.1141200000004 1937.6795000000002 0 1908.1960000000001 1908.1960000000001 7.7340000000000009 182.00375000000003 2778.6210000000005 26.254000000000001 555.56875000000014 166.07825000000005 118.65100000000002 752.69540000000018 1292.0010000000002 1947.7010000000002 41.391475000000007 856.19400000000007 515.09000000000003 2871.8940000000007 109.51753000000001 1159.6875000000002 549.23035000000016 1929.7000000000003 1282.3492500000004 2976.3936000000008 492.24500000000006 342.20000000000005 2869.3449000000005 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 15 5 -5 -3 12 8 10 21 11 -8 17 -14 -15 -2 -16 19 22 23 32 29 28 27 -25 -24 31 -1 -19 30 -9 -20 -21 right_child=1 3 -4 4 -6 -7 7 9 -10 -11 -12 -13 13 14 16 -17 -18 18 26 20 -22 -23 25 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.00043333900975775638 -0.63977928419907892 -0.88412336285049853 17.525200620378765 -4.3523863067626953 8.4487934283552502 -7.8646062246958417 -0.091593975782394407 -0.26652418559995189 11.501081640797278 -6.0494364985965552 -1.2478337250257794 5.9058661343501164 -3.4644397979671675 5.153010350036622 -4.2136488790512088 3.0746657806396485 -0.25756922114979136 0.1401463448351534 0.18890970993041994 -0.40552392596290227 5.4558321609497069 -2.5605647528613056 -1.3844468613042935 -0.43444295247395837 4.5116696524078197 0.35640702974998351 -3.6166238779770703 -1.1388379102631618 -2.0222959100632441 -1.0196283417469578 2.2616898722875685 -2.4426846895217897 0.20773617267608643 leaf_weight=361660 24 37 21 20 29 30 20 29 31 21 38 26 59 25 20 25 22 477 20 21 20 27 151 33 22 59 38 76 21 38 21 20 21 leaf_count=361660 24 37 21 20 29 30 20 29 31 21 38 26 59 25 20 25 22 477 20 21 20 27 151 33 22 59 38 76 21 38 21 20 21 internal_value=0 1.71429 6.1363 -0.954168 3.22382 -4.00971 3.87618e-05 1.0585 3.68669 -1.33666 1.2417 3.29827 -0.000693596 -1.31362 0.580384 1.25535 -2.14142 -0.000237416 -0.440393 0.00071867 1.69295 -0.592303 -0.231133 0.000428672 1.544 -0.89535 -2.33984 0.00019398 0.048959 0.0115956 0.795326 -1.12689 -0.0988939 internal_weight=0 186 70 116 49 67 363016 251 115 136 84 46 362765 126 67 49 42 362639 786 361853 62 115 708 361791 55 210 78 361736 498 88 50 40 42 internal_count=363202 186 70 116 49 67 363016 251 115 136 84 46 362765 126 67 49 42 362639 786 361853 62 115 708 361791 55 210 78 361736 498 88 50 40 42 cat_boundaries=0 7 cat_threshold=32768 0 256 1073741824 0 0 128 is_linear=0 shrinkage=0.01 Tree=517 num_leaves=27 num_cat=2 split_feature=1 5 3 5 7 3 0 1 1 13 7 8 2 0 5 9 21 24 10 9 9 1 25 0 0 26 split_gain=5.35438e+06 2.15111e+07 3.81377e+07 1.45139e+07 1.90109e+07 7.91206e+06 1.8489e+06 5.00711e+06 1.92962e+07 7.21191e+06 3.67791e+06 2.08732e+07 2.5486e+06 1.65582e+06 1.42707e+06 1.36838e+06 2.70095e+06 1.75022e+06 1.57125e+06 6.28136e+06 1.23926e+06 1.17261e+06 7.44518e+06 1.09559e+06 833710 547124 threshold=2781.5828000000006 26.307400000000005 149.268 2871.8940000000007 1941.9625000000003 1493.1141200000004 2778.6210000000005 48.966000000000001 555.56875000000014 515.09000000000003 2822.9627650000007 1973.6620000000003 193.49000000000004 166.07825000000005 252.1095 1329.0550000000001 165.55100000000002 0 3056.7500000000005 117.30870000000002 2854.0889000000006 733.85806350000018 1 1275.1415000000002 1884.2950000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 left_child=6 2 13 5 -5 -3 10 25 -9 14 15 12 -12 -2 -10 18 17 20 21 -20 -17 24 -23 -19 -1 -8 right_child=1 3 -4 4 -6 -7 7 8 9 -11 11 -13 -14 -15 -16 16 -18 23 19 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.00048173046721641441 -0.63338142851988477 -0.87528208165555388 17.349948156447638 -4.3088623046875005 8.3643061223523372 -7.7859602168401079 -4.0128595110303475 8.7938671588897712 -6.3131850206284303 2.8014865679740906 1.0905921662937512 10.285577598240065 -2.4971236454115973 3.0439192337036132 -2.7771045551300051 0.23234871263089388 -3.323258198138439 -1.0105810665779926 -1.2475738171168735 6.0900185642242439 2.9246094131469729 1.4742540960336792 -0.17310513100257285 1.2762652952774711 -0.94742048946760038 -2.1080516441345218 leaf_weight=360880 24 37 21 20 29 30 38 21 21 20 44 23 36 25 25 92 33 235 28 20 21 373 965 23 93 25 leaf_count=360880 24 37 21 20 29 30 38 21 21 20 44 23 36 25 25 92 33 235 28 20 21 373 965 23 93 25 internal_value=0 1.69715 6.07494 -0.944626 3.19158 -3.96962 3.83741e-05 -1.10996 0.444787 -2.21174 0.000497219 1.88988 -0.52388 1.24279 -4.3914 -3.92376e-05 -0.581701 -0.337843 0.000609266 1.80976 0.673113 0.000369585 0.295861 -0.776614 -0.000725697 -3.25698 internal_weight=0 186 70 116 49 67 363016 150 87 66 362866 103 80 49 46 362763 404 371 362359 48 113 362311 1338 258 360973 63 internal_count=363202 186 70 116 49 67 363016 150 87 66 362866 103 80 49 46 362763 404 371 362359 48 113 362311 1338 258 360973 63 cat_boundaries=0 1 8 cat_threshold=278 1048576 64 336 1073807360 0 0 132 is_linear=0 shrinkage=0.01 Tree=518 num_leaves=28 num_cat=0 split_feature=1 0 9 4 3 12 8 0 16 4 1 2 2 11 19 3 19 21 13 3 1 3 0 0 3 11 15 split_gain=5.24783e+06 1.76475e+07 6.62161e+07 1.45759e+07 9.87555e+06 3.63996e+06 2.99485e+06 1.81211e+06 6.3136e+06 4.34504e+06 2.26699e+07 3.98286e+06 1.0754e+07 1.58904e+06 1.54307e+06 2.16964e+06 1.53341e+06 5.04286e+06 1.26063e+06 2.66928e+06 1.67156e+06 1.13243e+06 791219 638130 347723 274261 47630.5 threshold=2781.5828000000006 2778.6210000000005 85.335000000000022 2693.9010000000007 648.27500000000009 137.43220000000002 9.3820000000000032 2778.6210000000005 52.257449999999999 2693.9010000000007 631.04475000000014 26.254000000000001 873.09500000000014 26.316500000000001 1916.2125000000003 297.12438000000003 1138.9150000000002 208.52815749999999 515.09000000000003 1890.7105500000002 678.28840000000002 1493.1141200000004 116.97250000000001 90.212925000000027 149.268 200.857 0.72500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 6 -6 22 9 11 14 13 -9 -13 24 16 25 18 23 20 -20 -1 -14 -2 -18 -11 26 -16 right_child=1 2 -4 -5 5 -7 -8 8 -10 10 -12 12 21 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.00037620579923567841 -1.3224872039613269 18.876597353617353 -3.4083951848347982 -7.9297598738897408 7.5844333574434986 1.8260458955310639 1.7619830191135406 -4.2079959597954382 3.0043434721628826 -0.47206696079836952 9.0909345966577533 5.0310236072540286 -1.752585825920105 -2.8762591607754047 0.20714711576700212 -4.2167606430053715 0.42709474938696829 4.8432197804110393 -0.22727337743327219 -2.7074423863093058 0.34920827370617219 -4.9260762213624041 -3.9803922569751742 -1.6443472766876222 1.1724735841751099 -1.4292598383767265 -0.43180633401870727 leaf_weight=359923 21 24 30 21 23 21 22 52 30 36 32 23 22 26 28 20 58 28 1216 45 1373 23 24 20 20 21 20 leaf_count=359923 21 24 30 21 23 21 22 52 30 36 32 23 22 26 28 20 58 28 1216 45 1373 23 24 20 20 21 20 internal_value=0 1.68017 6.49605 -0.289955 1.15541 4.83611 -1.26176 3.83487e-05 -1.09886 0.000492605 1.95248 -2.12466 -0.531516 -0.833264 -0.000120833 -1.31669 0.000202263 1.20278 -0.000149332 -0.315781 0.000952288 -3.37459 -2.74004 -0.104044 0.115269 -0.476094 -0.0590835 internal_weight=0 186 54 132 111 44 67 363016 150 362866 114 120 68 82 362752 89 362663 106 362557 1261 361296 45 45 78 56 69 48 internal_count=363202 186 54 132 111 44 67 363016 150 362866 114 120 68 82 362752 89 362663 106 362557 1261 361296 45 45 78 56 69 48 is_linear=0 shrinkage=0.01 Tree=519 num_leaves=35 num_cat=1 split_feature=1 5 3 5 12 3 6 25 18 1 5 13 8 0 2 1 0 6 12 4 15 0 3 5 3 13 2 6 1 3 1 1 9 15 split_gain=5.14339e+06 2.09669e+07 3.72413e+07 1.42428e+07 1.86228e+07 7.7609e+06 2.74204e+06 1.64144e+07 2.37744e+07 6.16475e+06 5.16547e+06 4.92451e+06 6.28714e+06 2.04982e+06 4.88354e+06 8.001e+06 1.55752e+06 1.54794e+06 1.49826e+06 3.08388e+06 1.73544e+06 4.0886e+06 1.32597e+06 1.28138e+06 3.15722e+06 1.27721e+06 1.20898e+06 1.49238e+06 1.02189e+06 926217 786849 742074 675648 38425.1 threshold=2781.5828000000006 26.307400000000005 149.268 2871.8940000000007 1017.6685000000001 1493.1141200000004 1937.6795000000002 0 250.20000000000002 104.01000000000001 1908.1960000000001 9.1120000000000001 522.29990000000009 2778.6210000000005 26.254000000000001 555.56875000000014 166.07825000000005 118.65100000000002 752.69540000000018 1292.0010000000002 1947.7010000000002 41.391475000000007 1282.3492500000004 2871.8940000000007 109.51753000000001 515.09000000000003 1107.4580000000003 610.50250000000017 1256.4300000000001 1282.3492500000004 7.1627500000000017 402.26250000000005 14.468400000000001 2869.3449000000005 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 16 5 -5 -3 13 8 9 -8 22 12 -11 18 -15 -16 -2 -17 20 25 23 33 31 30 -25 29 27 -21 -27 -20 -1 32 -9 -22 right_child=1 3 -4 4 -6 -7 7 10 -10 11 -12 -13 -14 14 15 17 -18 -19 19 26 21 -23 -24 24 -26 28 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=-0.0050787227845999526 -0.60921028375625608 -0.87673765195382614 17.127142101469495 -1.9670206030483903 10.576110939025879 -7.7210839323997495 -1.7856542553440218 0.15759073840810897 13.870293113708497 1.9056385247603707 -5.9813923881167455 -0.46690725708007813 9.473606060573033 -3.373882012609708 5.0505892061233526 -4.1081064530611036 2.9572620910644534 -0.26417573755437679 0.13783816680843225 -0.32641232861412894 -0.40093146006266273 5.3949659271240238 -2.7355210420359737 -0.42958698272705081 4.4610473322868351 -1.1389586476296993 -4.3098183891989974 -3.733380540847778 1.0150929809570313 -2.0080257088797433 0.041497709324356855 1.600329359372457 -1.9046293912331262 0.20400891803559801 leaf_weight=320842 24 37 21 29 20 30 31 47 20 23 21 20 21 59 25 20 25 22 477 36 21 20 23 33 22 185 22 20 25 21 40894 21 24 21 leaf_count=320842 24 37 21 29 20 30 31 47 20 23 21 20 21 59 25 20 25 22 477 36 21 20 23 33 22 185 22 20 25 21 40894 21 24 21 internal_value=0 1.66337 5.98544 -0.944769 3.15262 -3.94137 3.79654e-05 1.04488 3.6439 1.87455 -1.32345 3.64746 5.51762 -0.000684967 -1.27594 0.571504 1.21042 -2.09462 -0.000241877 -0.436367 0.000705453 1.67361 -0.587951 0.000418768 1.52667 -0.22846 -2.32352 -1.54319 -0.882524 0.0473499 0.00018671 -0.051059 -0.539498 -0.0984613 internal_weight=0 186 70 116 49 67 363016 251 115 95 136 64 44 362765 126 67 49 42 362639 786 361853 62 115 361791 55 708 78 56 210 498 361736 92 71 42 internal_count=363202 186 70 116 49 67 363016 251 115 95 136 64 44 362765 126 67 49 42 362639 786 361853 62 115 361791 55 708 78 56 210 498 361736 92 71 42 cat_boundaries=0 7 cat_threshold=32768 0 256 1073741824 0 0 128 is_linear=0 shrinkage=0.01 Tree=520 num_leaves=25 num_cat=0 split_feature=3 12 13 9 7 7 1 16 1 10 16 15 9 1 3 8 0 0 15 8 26 3 10 7 split_gain=4.52706e+06 3.97024e+07 1.23321e+08 2.08021e+07 1.52031e+07 1.32146e+07 9.06421e+06 1.58149e+06 1.29009e+07 2.33436e+06 2.28053e+06 2.02705e+06 1.51648e+06 1.43224e+06 1.18826e+06 1.12754e+06 1.7237e+06 1.10207e+06 1.03711e+06 961368 2.81463e+06 795357 294251 3664.18 threshold=2725.8677800000005 41.583622500000004 776.13908000000004 148.55550000000002 1941.9625000000003 214.04124800000002 1461.4925000000003 1188.6000000000001 1892.2623000000001 3056.7500000000005 1356.4225000000004 188.47500000000002 923.19600000000014 6.4419000000000004 1282.3492500000004 2971.7767500000004 448.25000000000006 804.19674500000008 2869.3449000000005 1973.6620000000003 2022.5000000000002 1493.1141200000004 599.29360000000008 138.43000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 5 -4 6 13 9 10 15 11 -9 -11 -2 17 18 23 22 19 21 -21 -1 -12 -17 right_child=1 2 4 -5 -6 -7 -8 8 -10 12 14 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=0.00034722084020542783 -0.392298070315657 28.526516579627991 -7.9065152168273931 -8.9950327409108475 4.0147278296429176 7.7850111656188963 -6.5822322633992076 0.069902738641809542 7.9176280428015673 -0.52422047985924614 -0.10308307752938106 3.9448413145983658 -3.5969578894253438 3.0862027554512026 -2.5369836825416203 -0.19017712456839428 -3.5182244557919713 1.7010743424200243 1.829340767706594 3.3678363164265948 -0.22758622080087662 -0.51998862184229355 -0.99943414264795738 -0.0010490770339965821 leaf_weight=361946 29 20 20 30 23 20 23 27 23 36 145 27 29 20 21 21 23 31 31 33 64 294 49 20 leaf_count=361946 29 20 20 30 23 20 23 27 23 36 145 27 29 20 21 21 23 31 31 33 64 294 49 20 internal_value=0 1.5651 8.01173 -1.76389 -1.53004 0.59409 -1.40339 0.000396903 0.699817 -0.000226309 0.146451 2.00737 -1.89513 1.0275 -0.262043 0.000113531 -1.32709 -0.0497156 0.000347937 0.000191456 0.995599 -7.50924e-05 -0.329481 -0.0979195 internal_weight=0 185 63 122 43 92 72 362820 323 362497 300 54 65 49 246 362432 64 225 362368 362337 97 362240 194 41 internal_count=363005 185 63 122 43 92 72 362820 323 362497 300 54 65 49 246 362432 64 225 362368 362337 97 362240 194 41 is_linear=0 shrinkage=0.01 Tree=521 num_leaves=28 num_cat=1 split_feature=3 12 13 2 7 7 1 16 1 10 16 19 9 2 3 8 0 0 1 25 0 0 8 10 9 10 7 split_gain=4.43697e+06 3.89239e+07 1.22576e+08 2.05438e+07 1.43699e+07 4.63907e+06 4.63627e+06 1.55001e+06 1.26442e+07 2.2879e+06 2.23515e+06 2.89986e+06 1.48631e+06 1.25595e+06 1.16461e+06 1.1051e+06 1.6894e+06 1.08014e+06 874784 4.17247e+06 2.08016e+07 4.91394e+06 1.11049e+06 518779 316391 288396 3591.27 threshold=2725.8677800000005 85.709000000000017 855.90750000000014 2682.0900000000006 1941.9625000000003 998.30500000000018 962.58510000000012 1188.6000000000001 1892.2623000000001 3056.7500000000005 1356.4225000000004 196.02650000000003 923.19600000000014 164.88500000000002 1282.3492500000004 2971.7767500000004 448.25000000000006 804.19674500000008 214.60600000000002 0 1884.2950000000003 2778.6210000000005 1973.6620000000003 1564.7167200000001 15.156750000000001 599.29360000000008 138.43000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=7 3 -3 5 -4 6 13 9 10 15 11 -9 -11 -2 17 18 26 25 22 20 -20 -21 23 -1 -24 -12 -17 right_child=1 2 4 -5 -6 -7 -8 8 -10 12 14 -13 -14 -15 -16 16 -18 -19 19 21 -22 -23 24 -25 -26 -27 -28 leaf_value=-0.0021870684322951922 1.5244046484629314 28.386056973457336 -7.8274499969482418 -8.7476126689295626 3.8843883020227605 -3.4637888081868486 5.8294488796733672 -0.0087668523480815275 7.8384518623352051 -0.51897828949822322 -0.10205224704742431 4.6776470853971395 -3.5609883236062938 -1.710752733230591 -2.5116138458251953 -0.18827535720098587 -3.4830422310207201 1.6840634970511161 0.53398317710058574 0.056841329060015405 10.02699038585027 -3.2971325623108583 0.80525070522142506 0.72922944073824536 2.52500940322876 -0.98943981511252266 -0.001038569450378418 leaf_weight=355496 30 20 20 31 22 21 21 31 23 36 145 23 29 20 21 21 23 31 604 6060 24 44 23 97 20 49 20 leaf_count=355496 30 20 20 31 22 21 21 31 23 36 145 23 29 20 21 21 23 31 604 6060 24 44 23 97 20 49 20 internal_value=0 1.54945 8.01014 -1.70715 -1.69268 0.665173 1.88642 0.000392934 0.692819 -0.000224046 0.144987 1.9873 -1.87618 0.230342 -0.259423 0.000112396 -1.31382 -0.0492185 0.000344457 0.113274 0.882717 0.0326112 -0.00179323 -0.00198755 1.60514 -0.326186 -0.0969403 internal_weight=0 185 62 123 42 92 71 362820 323 362497 300 54 65 50 246 362432 64 225 362368 6732 628 6104 355636 355593 43 194 41 internal_count=363005 185 62 123 42 92 71 362820 323 362497 300 54 65 50 246 362432 64 225 362368 6732 628 6104 355636 355593 43 194 41 cat_boundaries=0 5 cat_threshold=76546048 1073742336 67108944 262656 65536 is_linear=0 shrinkage=0.01 Tree=522 num_leaves=22 num_cat=0 split_feature=19 15 13 7 6 17 7 2 5 1 0 2 5 0 0 26 8 15 18 5 1 split_gain=3.69925e+06 8.0383e+06 6.27475e+06 1.61659e+07 3.89669e+06 2.96003e+07 6.23898e+06 6.6253e+06 4.82804e+06 4.51996e+06 2.06e+07 3.48701e+06 6.90904e+06 2.77927e+06 2.71614e+06 2.23671e+06 1.83644e+06 1.69624e+06 4.15379e+06 1.5909e+06 1.06334e+06 threshold=3260.8512500000006 1947.7010000000002 3214.9168000000004 1306.1250000000002 2976.3936000000008 30.299500000000002 254.73937500000002 1827.1555000000001 54.830500000000008 2781.5828000000006 2778.6210000000005 2682.0900000000006 1146.4585000000004 1117.6621800000003 360.43000000000001 2022.5000000000002 271.4876000000001 1947.7010000000002 1128.2175000000002 772.27550000000008 263.08925000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 16 9 6 8 -8 -6 11 13 17 15 14 -11 -13 -4 20 -19 -15 -1 right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12 12 -14 19 -16 -17 -18 18 -20 -21 -22 leaf_value=-0.0018145308159207422 -0.82952352450444156 7.6030320510864264 -1.2071381491111017 -9.2577449248387271 -0.12507710998708552 12.905086966514586 -2.3792107872340988 4.6123774193272444 -6.913732642173767 -0.0006074090731346001 10.023769973754883 1.5009104437094467 -5.7757078070794385 -4.0984161548614502 4.1163934429125355 -1.7710361166530186 2.7688128139859156 0.28591992866161259 5.2467583465576171 -0.10981332206726074 0.14021842757471811 leaf_weight=357050 26 20 26 26 22 20 23 33 20 59 25 39 31 20 22 45 21 86 21 20 5350 leaf_count=357050 26 20 26 26 22 20 23 33 20 59 25 39 31 20 22 45 21 86 21 20 5350 internal_value=0 2.8368 0.000811188 -2.93071 0.00140091 1.81832 -0.444283 1.74083 -3.35777 0.000809906 1.75996 0.00010163 -1.74094 0.0525639 1.11759 -0.251918 0.569351 0.00065395 1.25954 -2.10411 0.000282258 internal_weight=0 46 362959 73 362886 118 98 56 42 362768 146 362622 115 121 81 84 47 362507 107 40 362400 internal_count=363005 46 362959 73 362886 118 98 56 42 362768 146 362622 115 121 81 84 47 362507 107 40 362400 is_linear=0 shrinkage=0.01 Tree=523 num_leaves=26 num_cat=1 split_feature=3 12 14 2 16 2 6 26 16 1 10 16 19 9 1 0 15 2 24 4 0 1 5 6 12 split_gain=4.33043e+06 3.82548e+07 9.67317e+07 2.02355e+07 4.94179e+06 4.19915e+06 8.10796e+06 2.45903e+06 1.49877e+06 1.24235e+07 2.23514e+06 2.19714e+06 2.83734e+06 1.44144e+06 1.16785e+06 1.54362e+06 1.02941e+06 1.31396e+06 7.08067e+06 5.8107e+06 4.98313e+06 1.06099e+06 2.7542e+06 765893 493526 threshold=2725.8677800000005 85.709000000000017 310.82999999999998 2682.0900000000006 1356.4225000000004 1468.575 120.75481000000002 2022.5000000000002 1188.6000000000001 1892.2623000000001 3056.7500000000005 1356.4225000000004 196.02650000000003 923.19600000000014 1256.4300000000001 1275.1415000000002 2869.3449000000005 1827.1555000000001 0 33.32500000000001 1519.5755740000002 2781.5828000000006 14.489570000000002 214.72600000000003 828.5512500000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=8 3 -3 5 -4 6 7 -2 10 11 16 12 -10 -12 15 24 17 21 20 -20 -19 23 -23 -1 -13 right_child=1 2 4 -5 -6 -7 -8 -9 9 -11 13 14 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 leaf_value=-0.0015685485291795714 4.4974448833465583 26.036462993621825 2.7463981047130765 -8.6851945594049269 -4.1139739263625374 4.4675629060918638 -5.406112365722656 -0.12885653972625732 -0.0096156107994817917 7.7642529429560128 -0.51786759323543974 -0.5005509738672792 4.6260020053904993 -3.5136115465493036 1.9925954782395137 -3.1250190658569337 1.7935959655046463 -1.5446752682267402 3.1711699138149143 -0.78106617090522601 -6.546411706924439 2.3995883355140686 -0.91635254028231605 0.12081370278758857 0.62712549979870136 leaf_weight=356831 20 20 21 31 21 22 23 27 31 23 36 153 23 29 21 20 32 98 62 93 25 60 43 5188 52 leaf_count=356831 20 20 21 31 21 22 23 27 31 23 36 153 23 29 21 20 32 98 62 93 25 60 43 5188 52 internal_value=0 1.53073 7.93565 -1.69777 -0.683788 0.656691 -0.541012 1.83978 0.00037894 0.681264 -0.000227757 0.138234 1.96481 -1.85443 -0.262722 -0.473218 0.000104783 -5.35822e-05 -0.687284 0.751354 -2.36871 0.000474003 1.01526 0.00018528 -0.214506 internal_weight=0 185 62 123 42 92 70 47 362820 323 362497 300 54 65 246 225 362432 362400 278 155 123 362122 103 362019 205 internal_count=363005 185 62 123 42 92 70 47 362820 323 362497 300 54 65 246 225 362432 362400 278 155 123 362122 103 362019 205 cat_boundaries=0 1 cat_threshold=624 is_linear=0 shrinkage=0.01 Tree=524 num_leaves=27 num_cat=0 split_feature=3 12 15 9 7 7 5 16 3 9 4 10 7 16 9 8 2 5 15 2 8 26 2 3 2 7 split_gain=4.24426e+06 3.75075e+07 9.09329e+07 2.01626e+07 1.71085e+07 1.30361e+07 8.10285e+06 1.46895e+06 7.80528e+06 2.51159e+06 2.2772e+06 2.19066e+06 1.94166e+06 1.54393e+06 1.41276e+06 1.08467e+06 1.39764e+06 1.07033e+06 981359 934802 923856 2.759e+06 1.12582e+06 890389 361509 8248.19 threshold=2725.8677800000005 41.583622500000004 31.050411 148.55550000000002 1941.9625000000003 214.04124800000002 137.52250000000001 1188.6000000000001 1493.1141200000004 1972.2770000000003 347.81250000000006 3056.7500000000005 61.320525000000011 1356.4225000000004 923.19600000000014 2971.7767500000004 723.85250000000008 278.16000000000003 2869.3449000000005 486.17193650000007 1973.6620000000003 2022.5000000000002 1827.1555000000001 511.93300000000005 174.08000000000001 142.08530000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 5 -4 6 19 11 9 10 12 15 13 -9 -13 18 25 -12 20 -2 22 -22 -1 -19 -14 -17 right_child=1 2 4 -5 -6 -7 -8 8 -10 -11 17 14 24 -15 -16 16 -18 23 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=0.00038986883944669231 2.006072244644165 24.182333072261375 -7.3232905158542456 -8.8393689513206493 5.6000156478881831 7.7433971786499027 -6.4401197476820515 2.8630877197265625 5.7201919637407572 -2.7114929128576213 3.9184097126552038 -0.51268892765045171 -0.87446818590164188 0.10531904341997925 -3.4784753470585263 -0.39805442063704782 -3.4162391844249909 2.6740005542920984 1.7794915100835986 -0.76428676287333175 3.3246517100478661 -0.23506056338548661 -0.66170732819732525 -0.0034971662803932476 -2.4047486503307636 -0.12038085699081422 leaf_weight=361983 29 22 21 30 20 20 22 25 28 27 21 36 38 108 29 23 21 23 31 21 33 64 257 27 26 20 leaf_count=361983 29 22 21 30 20 20 22 25 28 27 21 36 38 108 29 23 21 23 31 21 33 64 257 27 26 20 internal_value=0 1.51542 7.78131 -1.72024 -1.01924 0.601211 -1.38273 0.000375151 0.674451 0.195533 0.488405 -0.000225479 -0.0649828 0.623697 -1.83589 0.000103736 -1.30162 2.02386 0.000333641 0.842521 0.000181424 0.975976 -7.98722e-05 1.22815 -1.49614 -0.268904 internal_weight=0 185 63 122 41 92 72 362820 323 295 268 362497 197 133 65 362432 64 71 362368 50 362337 97 362240 50 64 43 internal_count=363005 185 63 122 41 92 72 362820 323 295 268 362497 197 133 65 362432 64 71 362368 50 362337 97 362240 50 64 43 is_linear=0 shrinkage=0.01 Tree=525 num_leaves=33 num_cat=2 split_feature=0 25 2 1 2 2 7 6 17 0 2 26 1 2 3 7 14 1 2 26 10 3 6 8 0 12 7 2 8 25 6 26 split_gain=2.83169e+06 5.48324e+07 1.09301e+08 2.52411e+07 3.08733e+07 1.59672e+07 6.38151e+06 5.23264e+06 2.53319e+07 5.13251e+06 7.41351e+06 7.05479e+06 4.56906e+06 4.58982e+06 2.29462e+06 5.36991e+06 2.06797e+06 2.45055e+06 1.90695e+06 1.50477e+06 1.49607e+06 6.81624e+06 1.36825e+06 1.31162e+06 2.20832e+06 1.92389e+06 954219 800206 1.82023e+06 807968 466534 36098.2 threshold=1884.2950000000003 0 2682.0900000000006 2781.5828000000006 2682.0900000000006 72.651050000000012 1941.9625000000003 2976.3936000000008 7.283500000000001 2778.6210000000005 275.80000000000001 2022.5000000000002 786.89439000000004 1827.1555000000001 2725.8677800000005 998.30500000000018 7.2831999999999999 190.81250000000003 1271.7445000000002 2022.5000000000002 1935.1350000000002 1493.1141200000004 814.10926000000006 1973.6620000000003 992.19979999999998 28.875177000000004 262.51530500000007 1827.1555000000001 214.54600000000002 1 66.449500000000015 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=7 3 9 5 -5 -2 12 14 19 18 11 -11 -7 -14 20 16 17 -16 30 -9 23 22 26 27 25 -25 -22 29 -29 -1 31 -3 right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12 -13 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 -32 -33 leaf_value=0.032860888415783995 6.6909858693303281 -0.36775960717882428 -26.803669677734376 1.466411329905192 17.679696426391601 -5.5393095833914616 3.349247239077533 -1.7869872770438324 12.340804798126221 -9.8229754126513438 0.42345391750335692 -2.371544182697932 1.6434083668163846 -4.1855375567349524 -0.64401202433818105 -5.1391651054908492 -2.8569406340122225 3.7006248098611834 -3.2791315194834834 1.1054657451638155 0.24597814205714635 6.4315387115478515 1.9720032519102098 1.348607419685081 3.6397804878234865 -1.1459750965118409 -1.8614603119511759 -0.10759426110455779 -2.406119787004259 -0.0072316634187980849 0.94666005288400956 -0.90242846323096237 leaf_weight=60290 37 28 20 24 23 28 27 37 20 27 24 24 35 22 37 29 20 20 23 35 70 20 32 81 25 50 31 147 45 302036 31 23 leaf_count=60290 37 28 20 24 23 28 27 37 20 27 24 24 35 22 37 29 20 20 23 35 70 20 32 81 25 50 31 147 45 302036 31 23 internal_value=0 -0.845997 -4.40559 2.86485 9.40057 0.995523 -0.886014 8.45787e-05 2.38466 -2.16167 -4.15966 -6.31642 -2.23133 -0.60636 -0.000519889 -1.47161 -0.0903216 0.880422 -0.73454 -0.380934 -9.01095e-05 0.98855 0.170055 -0.000507183 0.916237 0.396477 -0.400859 -0.00090168 -0.646311 -0.000559671 -0.020813 -0.608885 internal_weight=0 396 200 196 47 149 112 363025 92 180 75 51 85 57 362933 106 77 57 105 72 362827 153 133 362674 156 131 101 362518 192 362326 82 51 internal_count=363421 396 200 196 47 149 112 363025 92 180 75 51 85 57 362933 106 77 57 105 72 362827 153 133 362674 156 131 101 362518 192 362326 82 51 cat_boundaries=0 5 12 cat_threshold=1081344 0 0 1073741824 16384 32896 1208025120 1104 4522529 1089024 2218813522 130 is_linear=0 shrinkage=0.01 Tree=526 num_leaves=35 num_cat=1 split_feature=0 25 2 1 2 2 1 6 17 0 2 26 2 8 3 8 5 2 10 3 6 8 0 3 5 6 10 2 2 5 5 6 6 26 split_gain=2.77534e+06 5.37413e+07 1.07126e+08 2.47388e+07 3.02589e+07 1.56494e+07 5.34598e+06 5.12851e+06 2.48278e+07 5.03037e+06 7.26598e+06 6.9144e+06 4.35125e+06 2.9621e+06 2.24896e+06 3.50003e+06 1.97306e+06 1.869e+06 1.46629e+06 6.6806e+06 1.34102e+06 1.28552e+06 2.16977e+06 3.13526e+06 1.15079e+06 1.11068e+06 1.01788e+06 1.00528e+06 784282 2.18257e+06 745920 580385 457250 35379.9 threshold=1884.2950000000003 0 2682.0900000000006 2781.5828000000006 2682.0900000000006 72.651050000000012 786.89439000000004 2976.3936000000008 7.283500000000001 2778.6210000000005 275.80000000000001 2022.5000000000002 967.39580000000012 233.65410150000005 2725.8677800000005 44.996000000000009 1016.9325000000002 1271.7445000000002 1935.1350000000002 1493.1141200000004 814.10926000000006 1973.6620000000003 28.442500000000006 411.39420000000001 119.16450000000002 65.403650000000013 941.87500000000011 104.01000000000001 1827.1555000000001 1146.4585000000004 553.36150000000009 0.72900000000000009 66.449500000000015 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 9 5 -5 -2 -7 14 16 17 11 -11 -8 -14 18 27 24 32 21 20 31 28 25 -24 -9 -23 -17 -16 30 -30 -1 -20 33 -3 right_child=1 2 -4 4 -6 6 12 8 -10 10 -12 -13 13 -15 15 26 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 leaf_value=-0.0015625038527215119 6.6240761291014181 -0.36408191221100944 -26.535632873535157 1.4517470804850259 17.502899534805962 -3.8662086508824274 4.1026953094482419 -0.57211906826054615 12.217396282196047 -9.7247455420317479 0.4192193162441254 -2.3478287525971733 -3.4249393790721894 1.5476975150730301 -1.3993258111230258 -5.3593993949890137 -2.7182200841108961 -3.2463401512477708 0.21699952422595417 6.367223428726196 1.9522831541299821 0.43309580301834366 0.0035753755311708191 4.0423655338287352 2.5491209152766636 -2.2937965936660767 -2.2071843611626396 1.102462906572554 -0.20855408069220457 -3.2755334104432001 0.20359342758503524 -1.3329725247621536 0.93719344077571753 -0.89340416866800054 leaf_weight=360545 37 28 20 24 23 39 25 27 20 27 24 24 25 23 29 20 24 23 61 20 32 59 37 40 21 20 21 36 165 27 1781 40 31 23 leaf_count=360545 37 28 20 24 23 39 25 27 20 27 24 24 25 23 29 20 24 23 61 20 32 59 37 40 21 20 21 36 165 27 1781 40 31 23 internal_value=0 -0.837537 -4.36154 2.83621 9.30657 0.985568 -0.877154 8.37399e-05 2.36081 -2.14006 -4.11806 -6.25326 0.719739 -1.04222 -0.000514683 -1.45689 -0.377124 -0.727194 -8.92013e-05 0.978664 0.168354 -0.000502105 0.907075 2.10165 0.793423 -0.257257 -3.74485 -0.0137198 -0.000892656 -0.639848 -0.000554067 -0.396851 -0.0206048 -0.602796 internal_weight=0 396 200 196 47 149 112 363025 92 180 75 51 73 48 362933 106 72 105 362827 153 133 362674 156 77 48 79 41 65 362518 192 362326 101 82 51 internal_count=363421 396 200 196 47 149 112 363025 92 180 75 51 73 48 362933 106 72 105 362827 153 133 362674 156 77 48 79 41 65 362518 192 362326 101 82 51 cat_boundaries=0 5 cat_threshold=1081344 0 0 1073741824 16384 is_linear=0 shrinkage=0.01 Tree=527 num_leaves=36 num_cat=1 split_feature=0 25 2 0 2 2 6 17 0 2 26 7 2 5 2 2 8 0 16 10 6 12 0 5 11 8 0 10 5 2 10 5 8 6 26 split_gain=2.72011e+06 5.26718e+07 1.04994e+08 2.45497e+07 3.21919e+07 3.40491e+07 5.02645e+06 2.43337e+07 4.93027e+06 7.12138e+06 6.7768e+06 4.65959e+06 4.55721e+06 1.9338e+06 1.83181e+06 1.6108e+06 2.24068e+06 1.45641e+06 1.42123e+06 1.24414e+06 3.33597e+06 4.60776e+06 2.59329e+06 1.12875e+06 1.07803e+06 1.72531e+06 2.2272e+06 1.66025e+06 1.28328e+06 938715 876220 850206 588908 448150 34675.8 threshold=1884.2950000000003 0 2682.0900000000006 2778.6210000000005 137.75200000000004 2682.0900000000006 2976.3936000000008 7.283500000000001 2778.6210000000005 275.80000000000001 2022.5000000000002 65.069070000000011 1107.4580000000003 1016.9325000000002 1271.7445000000002 2682.0900000000006 130.24532050000002 121.42775000000002 115.33291000000001 1935.1350000000002 436.01500000000004 344.25750000000011 561.94500000000005 140.85174000000004 2105.5980000000004 1973.6620000000003 992.19979999999998 517.51460000000009 2871.8940000000007 234.80250000000004 3056.7500000000005 58.590262500000009 32.473000000000006 66.449500000000015 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 8 11 -5 12 15 13 14 10 -10 29 -6 23 33 19 17 -17 -13 24 30 -22 -23 -8 25 28 -27 32 -1 -2 31 -21 -26 34 -3 right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12 18 -14 -15 -16 16 -18 -19 -20 20 21 22 -24 -25 27 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 leaf_value=-0.00093295901093801994 0.14454378309704008 -0.36044114436422076 -26.270276672363281 17.506765754336403 -5.5603771781921392 11.75116389799118 -0.51053776975188936 12.095222656250002 -9.6274980983027714 0.41502709110577907 -2.3243504293759667 -1.2297488267960086 0.84391171855926517 -2.6910379131635027 -3.2138767458044963 -1.1676907192788473 -3.1820015758275986 2.1238496780395506 -4.599078147524879 -0.49155115328337018 6.6108063969612125 -1.6185396610606801 3.1346726106231411 2.5999270029067993 -0.71792750648995662 0.59472503463427229 4.1991638393402102 -2.7936422173636299 1.4496167574065633 2.9635500420464411 -1.6146623459984275 2.0156348074050179 1.330861340045929 0.92782152852704447 -0.88447013150090759 leaf_weight=362372 21 28 20 21 20 30 28 20 27 24 24 31 25 24 23 41 38 20 21 38 20 22 24 20 47 120 20 35 61 27 34 21 20 31 23 leaf_count=362372 21 28 20 21 20 30 28 20 27 24 24 31 25 24 23 41 38 20 21 38 20 22 24 20 47 120 20 35 61 27 34 21 20 31 23 internal_value=0 -0.829161 -4.31792 2.80784 6.5632 3.499 8.29027e-05 2.33721 -2.11866 -4.07688 -6.19072 -0.516516 -2.00244 -0.373353 -0.719923 -0.000509536 -1.2759 -0.0884971 -2.59044 -0.000161542 0.884222 2.60364 0.861397 0.785489 -0.000549264 -0.000260089 1.10964 -1.02846 -0.000688821 1.73023 -0.336012 0.400837 -0.106349 -0.0203988 -0.596768 internal_weight=0 396 200 196 96 75 363025 92 180 75 51 100 45 72 105 362933 99 61 52 362834 159 66 46 48 362675 362573 140 102 362433 48 93 59 67 82 51 internal_count=363421 396 200 196 96 75 363025 92 180 75 51 100 45 72 105 362933 99 61 52 362834 159 66 46 48 362675 362573 140 102 362433 48 93 59 67 82 51 cat_boundaries=0 5 cat_threshold=1081344 0 0 1073741824 16384 is_linear=0 shrinkage=0.01 Tree=528 num_leaves=34 num_cat=1 split_feature=0 25 2 0 1 2 7 6 17 0 3 7 1 3 4 5 2 6 14 3 14 7 10 8 1 5 2 5 1 10 6 1 26 split_gain=2.66598e+06 5.16236e+07 1.02905e+08 2.40612e+07 3.65339e+07 1.61363e+07 5.64335e+06 4.92642e+06 2.38495e+07 4.83216e+06 6.98895e+06 4.56686e+06 3.72297e+06 2.20694e+06 6.07042e+06 1.89532e+06 1.79536e+06 1.65927e+06 1.42634e+06 1.0995e+07 2.19539e+06 2.70118e+06 1.19479e+06 1.24653e+06 2.71038e+06 1.10637e+06 1.08424e+06 1.03309e+06 813422 791685 439232 260069 33985.7 threshold=1884.2950000000003 0 2682.0900000000006 2778.6210000000005 2781.5828000000006 230.86370000000002 576.56500000000017 2976.3936000000008 7.283500000000001 2778.6210000000005 149.268 65.069070000000011 786.89439000000004 2725.8677800000005 1522.8167500000002 1016.9325000000002 1271.7445000000002 487.67864000000003 1182.8200000000004 1493.1141200000004 1619.4627500000004 519.7600000000001 3056.7500000000005 1973.6620000000003 172.78275000000005 119.16450000000002 873.09500000000014 137.52250000000001 13.612000000000002 1935.1350000000002 66.449500000000015 6.4419000000000004 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 9 11 5 -5 -7 13 15 16 -11 12 -2 18 17 25 30 27 22 20 21 -20 23 29 -25 -9 -13 31 -22 -1 32 -15 -3 right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12 26 -14 14 -16 -17 -18 -19 19 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.0010763250257427924 -1.0720608977476755 -0.35683678609984265 -26.00757427978516 9.7110215759277345 15.430387341899257 -4.5478088055486259 2.5365339287844573 -0.56129249982811791 11.974270210266113 -6.3255920267105106 0.034069273913348165 -1.2276720210484096 4.4979260126749674 0.48764748531839125 -6.4056025524139413 -2.664127539396286 -3.1817379337808358 2.0799543853239579 0.35875878090659774 7.0330659080505376 0.0037383143762940341 3.8887462851405146 -1.8482079565865652 -0.12352241166432698 2.7269977956447962 2.4991117232186455 -4.1242087268829346 -2.9880337004661564 -1.3600882020749543 1.0549858305487834 0.91854335261929421 -1.0515601298922586 -0.8756254308120065 leaf_weight=362250 24 28 20 20 31 23 22 27 20 48 27 28 24 23 20 24 23 22 96 25 103 28 35 90 53 21 24 20 76 71 31 21 23 leaf_count=362250 24 28 20 20 31 23 22 27 20 48 27 28 24 23 20 24 23 22 96 25 103 28 35 90 53 21 24 20 76 71 31 21 23 internal_value=0 -0.82087 -4.27474 2.77976 6.49757 2.2373 -1.08435 8.20736e-05 2.31383 -2.09747 -4.03611 -0.511351 1.71293 -0.00050444 -1.44321 -0.36962 -0.712723 -0.289169 -8.29526e-05 0.659057 0.133149 1.15585 -0.000679362 -0.000500963 0.932964 0.777634 -2.56454 -1.10356 -0.575317 -0.00086938 -0.0201948 -0.246974 -0.5908 internal_weight=0 396 200 196 96 65 45 363025 92 180 75 100 48 362933 106 72 105 86 362827 328 303 124 362499 362464 143 48 52 64 179 362321 82 44 51 internal_count=363421 396 200 196 96 65 45 363025 92 180 75 100 48 362933 106 72 105 86 362827 328 303 124 362499 362464 143 48 52 64 179 362321 82 44 51 cat_boundaries=0 5 cat_threshold=1081344 0 0 1073741824 16384 is_linear=0 shrinkage=0.01 Tree=529 num_leaves=36 num_cat=1 split_feature=0 25 2 0 1 2 7 6 17 0 2 7 1 3 4 5 2 6 14 3 14 7 5 2 5 1 3 13 5 2 5 4 6 1 1 split_gain=2.61293e+06 5.05963e+07 1.00857e+08 2.35824e+07 3.58069e+07 1.58152e+07 5.53105e+06 4.82839e+06 2.33749e+07 4.736e+06 6.89376e+06 4.47598e+06 3.64888e+06 2.16302e+06 5.94962e+06 1.8576e+06 1.75963e+06 1.62625e+06 1.39795e+06 1.07762e+07 2.1517e+06 2.64743e+06 1.08518e+06 1.06266e+06 1.01253e+06 797235 781505 2.04896e+06 1.59496e+06 790521 2.29127e+06 1.46062e+06 430492 254894 2734.93 threshold=1884.2950000000003 0 2682.0900000000006 2778.6210000000005 2781.5828000000006 230.86370000000002 576.56500000000017 2976.3936000000008 7.283500000000001 2778.6210000000005 275.80000000000001 65.069070000000011 786.89439000000004 2725.8677800000005 1522.8167500000002 1016.9325000000002 1271.7445000000002 487.67864000000003 1182.8200000000004 1493.1141200000004 1619.4627500000004 519.7600000000001 140.85174000000004 873.09500000000014 137.52250000000001 13.612000000000002 1890.7105500000002 4.7600710000000017 305.32623000000007 1827.1555000000001 1146.4585000000004 1888.1190000000004 66.449500000000015 6.4419000000000004 68.409000000000006 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 9 11 5 -5 -7 13 15 16 -11 12 -2 18 17 22 32 24 26 20 21 -20 -9 -13 33 -22 29 28 -28 31 -31 -1 34 -15 -3 right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12 23 -14 14 -16 -17 -18 -19 19 -21 25 -23 -24 -25 -26 -27 27 -29 -30 30 -32 -33 -34 -35 -36 leaf_value=-0.00050583101921976357 -1.0613403582572938 -0.64371188917467681 -25.747498046874998 9.6139113616943366 15.276083250968686 -4.5023307364919916 2.5111685354059392 -0.50091246956028046 11.854527408599854 -6.0755355341294228 0.42378546953201296 -1.2153953198024205 4.4529466056823734 0.48277091897052266 -6.3415466780662539 -2.6374862498044966 -3.1499205862957496 2.0591550552303142 0.35517119541764258 6.9627352931976318 0.0037009319518376323 3.8498588456426348 2.5489366397857665 -4.0829665454228721 -2.9581533615589142 -1.3464873246142739 -1.0408440139076927 -2.8442415008544923 1.7143272319611382 -0.19916263352806976 -3.3429364508169672 0.90812730824206511 0.90935783170884665 -1.0410445186070034 -0.4937217817306519 leaf_weight=362007 24 31 20 20 31 23 22 28 20 51 24 28 24 23 20 24 23 22 96 25 103 28 20 24 20 76 55 35 34 164 27 177 31 21 20 leaf_count=362007 24 31 20 20 31 23 22 28 20 51 24 28 24 23 20 24 23 22 96 25 103 28 20 24 20 76 55 35 34 164 27 177 31 21 20 internal_value=0 -0.812661 -4.232 2.75197 6.43259 2.21493 -1.07351 8.12527e-05 2.2907 -2.07649 -3.99575 -0.506237 1.6958 -0.000499396 -1.42878 -0.365923 -0.705596 -0.286277 -8.21232e-05 0.652467 0.131817 1.14429 0.769858 -2.53889 -1.09252 -0.569563 -0.000672569 -0.794417 0.0116933 -0.00040096 -0.64357 -6.17803e-05 -0.0199928 -0.244505 -0.584892 internal_weight=0 396 200 196 96 65 45 363025 92 180 75 100 48 362933 106 72 105 86 362827 328 303 124 48 52 64 179 362499 124 89 362375 191 362184 82 44 51 internal_count=363421 396 200 196 96 65 45 363025 92 180 75 100 48 362933 106 72 105 86 362827 328 303 124 48 52 64 179 362499 124 89 362375 191 362184 82 44 51 cat_boundaries=0 5 cat_threshold=1081344 0 0 1073741824 16384 is_linear=0 shrinkage=0.01 Tree=530 num_leaves=29 num_cat=0 split_feature=3 15 12 9 0 12 6 0 2 3 26 8 15 0 1 14 1 8 17 11 11 1 8 9 2 1 5 10 split_gain=7.82778e+06 3.24993e+07 8.48964e+07 1.34572e+07 1.60272e+07 8.00114e+06 4.59215e+06 4.53837e+06 1.13281e+07 2.02047e+07 7.54736e+06 3.60327e+06 1.0661e+06 6.8879e+06 3.24217e+06 1.5022e+06 1.98183e+06 1.71356e+06 1.1059e+06 1.09283e+06 836470 1.47282e+06 1.10962e+06 655888 367754 349510 257806 98847.6 threshold=2725.8677800000005 31.050411 85.709000000000017 309.41100000000012 2778.6210000000005 1132.9885000000002 1.6852500000000001 2778.6210000000005 26.254000000000001 297.12438000000003 2022.5000000000002 824.40500000000009 1947.7010000000002 174.79296150000002 733.85806350000018 1619.4627500000004 402.26250000000005 581.43500000000006 3600.16113 15.5815 2105.5980000000004 555.56875000000014 1973.6620000000003 186.12225000000004 11.26135 6.4419000000000004 9.6660000000000021 724.82817100000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 6 -3 25 12 10 -10 -9 -11 15 19 -15 18 23 -18 20 -14 22 -22 -1 26 -21 -2 -17 -25 right_child=1 5 -4 -5 -6 -7 -8 8 9 11 -12 -13 13 14 -16 16 17 -19 -20 24 21 -23 -24 27 -26 -27 -28 -29 leaf_value=-0.00041057177165072399 3.3136513987779619 -10.136965069770813 22.501079517711293 -6.244939101537069 10.526397964477539 -1.2991869597207932 -3.0701718856811522 -8.5613793034707353 6.8363886764645576 -5.94917039642334 -1.3295390141175853 -0.84657011585850872 0.53456656908988953 1.4097750930786135 7.0355889765421544 -0.055960751792480209 -4.9056612052917483 -1.0437594442014342 2.2945508864947728 -0.88446661605834964 -0.18073246462204878 -2.7579661763509113 0.87758291078938389 -0.81521288185119634 -2.6572121724215418 1.4665228725615003 1.2606729774475098 -1.758414186000824 leaf_weight=362356 20 20 22 21 20 21 25 31 32 25 27 31 40 20 21 58 20 27 21 25 85 30 144 25 22 21 20 20 leaf_count=362356 20 20 22 21 20 21 25 31 32 25 27 31 40 20 21 58 20 27 21 25 85 30 144 25 22 21 20 20 internal_value=0 2.1453 4.61026 0.931775 2.68423 -5.6103 0.307814 -0.00102717 -1.76376 0.497631 -5.19483 -3.12452 -0.000318067 0.91215 4.29129 -0.000639991 -0.940445 -2.68712 -0.00019942 -0.680318 -0.000332315 -0.853054 -6.17964e-05 -0.273015 -1.71426 2.36756 0.281638 -1.23441 internal_weight=0 170 129 107 86 41 66 363080 146 88 58 56 362934 128 41 362806 170 47 362636 87 362615 115 362500 123 47 41 78 45 internal_count=363250 170 129 107 86 41 66 363080 146 88 58 56 362934 128 41 362806 170 47 362636 87 362615 115 362500 123 47 41 78 45 is_linear=0 shrinkage=0.01 Tree=531 num_leaves=27 num_cat=0 split_feature=3 15 12 9 7 6 5 12 2 15 1 6 5 1 3 3 26 14 3 6 16 8 6 15 8 14 split_gain=7.67201e+06 3.18526e+07 8.32069e+07 1.31894e+07 1.03547e+07 8.01656e+06 4.60152e+06 1.18808e+06 4.20775e+06 2.00505e+06 6.18492e+06 3.03747e+06 6.30348e+06 2.06144e+06 4.21344e+06 4.13861e+06 2.96344e+06 1.52828e+06 2.5648e+06 1.53941e+06 7.33299e+06 975740 828440 813420 300407 74111 threshold=2725.8677800000005 31.050411 85.709000000000017 309.41100000000012 762.97500000000002 1529.30718 7.2786000000000008 3113.0710000000004 581.81775000000005 1947.7010000000002 1098.6214000000002 463.20250000000004 52.97787000000001 2781.5828000000006 1118.1025000000002 543.62350000000004 2022.5000000000002 1619.4627500000004 428.36700000000008 1937.6795000000002 274.34595000000007 1973.6620000000003 519.7600000000001 145.02755000000005 114.2197 57.301600000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 6 -3 -2 9 23 13 11 12 25 17 15 16 -15 19 24 21 -21 -1 -20 -9 -19 -11 right_child=1 5 -4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 18 22 20 -22 -23 -24 -25 -26 -27 leaf_value=-0.0010815571507081724 2.944245915535169 -1.0231659231185912 22.276068677035248 -6.1824898065839502 8.9608202095031739 -9.8694612291881025 -2.4261762594293668 1.2418406948735636 -5.1849127824306498 -0.35151719331741332 6.0823118582638829 -2.2566415682705965 5.8296162817694928 -3.0963565365103789 -4.5428595963989693 3.7993329744338991 0.66125198730608314 0.25517510760161616 -1.5156197055180869 0.20706794645306625 6.4726931163242885 0.86542806640038128 -4.0920785786555367 -1.2723791501196948 -0.83455252622946718 -1.1757444024085999 leaf_weight=362271 39 20 22 21 20 21 27 31 20 24 22 33 22 43 30 20 41 72 24 169 21 130 26 22 39 20 leaf_count=362271 39 20 22 21 20 21 27 31 20 24 22 33 22 43 30 20 41 72 24 169 21 130 26 22 39 20 internal_value=0 2.12385 4.56416 0.922457 2.65739 -5.5542 0.747255 -0.0010169 -1.27662 -0.00076038 1.2863 0.220516 1.45909 -0.00118953 -1.24128 -0.288898 -1.26229 -0.000731447 -0.974807 -0.000298932 0.899584 -0.000770724 -2.85538 0.198202 -0.127702 -0.726166 internal_weight=0 170 129 107 86 41 66 363080 73 363007 121 99 66 362886 134 104 84 362752 161 362591 190 362401 50 53 111 44 internal_count=363250 170 129 107 86 41 66 363080 73 363007 121 99 66 362886 134 104 84 362752 161 362591 190 362401 50 53 111 44 is_linear=0 shrinkage=0.01 Tree=532 num_leaves=28 num_cat=1 split_feature=3 16 4 0 5 0 2 3 26 1 15 0 13 15 3 17 11 11 3 25 1 1 0 18 2 4 2 split_gain=7.51934e+06 3.13507e+07 8.32089e+07 5.76585e+06 5.92658e+06 4.44093e+06 1.11137e+07 1.98094e+07 7.37848e+06 3.45131e+06 1.0296e+06 6.68515e+06 5.6397e+06 1.3858e+06 2.87137e+06 1.40512e+06 1.07459e+06 1.06601e+06 960015 4.21612e+06 5.94006e+06 2.36502e+06 1.27611e+06 2.89201e+06 779112 575375 546377 threshold=2725.8677800000005 85.19850000000001 2693.9010000000007 1117.6621800000003 367.52900000000005 2778.6210000000005 26.254000000000001 297.12438000000003 2022.5000000000002 1461.4925000000003 1947.7010000000002 174.79296150000002 942.81900000000007 933.03750000000002 1493.1141200000004 1381.0875000000003 15.5815 474.67500000000013 297.12438000000003 0 1461.4925000000003 1461.4925000000003 1275.1415000000002 36.400375000000004 1827.1555000000001 13.805000000000001 104.01000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=5 2 3 4 26 10 8 -8 -7 -9 13 16 -13 18 15 17 -12 -15 22 20 -20 -21 24 -24 -1 -18 -2 right_child=1 -3 -4 -5 -6 6 7 9 -10 -11 11 12 -14 14 -16 -17 25 -19 19 21 -22 -23 23 -25 -26 -27 -28 leaf_value=-0.00090956500993734 -0.98560381597942781 -6.1825387851397196 19.322837014033876 -2.9896323064855626 6.3323146305765423 -8.471827787583873 6.7716176635026937 -0.2247662111123403 -1.3213563101821475 -5.2413179028034209 0.5322570884227753 8.0258539505004887 0.60599994659423828 0.17239787653021144 -4.2112374496459966 -2.3922483772039413 -0.51826251203363594 -1.1626567168106756 0.29725110314324893 -0.17635331990314942 2.6415273082572805 -2.1099931595542212 -0.86828559319429754 2.7324414380391437 -0.78739557394905701 -2.7356584060668947 1.1951076464653014 leaf_weight=357799 27 36 29 37 21 31 32 24 27 32 40 20 21 221 21 32 22 82 2486 1520 113 66 316 24 126 25 20 leaf_count=357799 27 36 29 37 21 31 32 24 27 32 40 20 21 221 21 32 22 82 2486 1520 113 66 316 24 126 25 20 internal_value=0 2.10261 4.32847 0.187172 1.91573 -0.00100673 -1.74471 0.495173 -5.14316 -3.09137 -0.00030528 0.896407 4.22544 -0.000621645 -0.62423 -0.399373 -0.672448 -0.188904 -9.13426e-06 0.150572 0.397646 -0.255211 -0.00176811 -0.614117 -0.00118643 -1.69773 -0.0576415 internal_weight=0 170 134 105 68 363080 146 88 58 56 362934 128 41 362806 356 335 87 303 362450 4185 2599 1586 358265 340 357925 47 47 internal_count=363250 170 134 105 68 363080 146 88 58 56 362934 128 41 362806 356 335 87 303 362450 4185 2599 1586 358265 340 357925 47 47 cat_boundaries=0 6 cat_threshold=2212896 1216447552 134746965 1141899264 4260864 16512 is_linear=0 shrinkage=0.01 Tree=533 num_leaves=26 num_cat=0 split_feature=3 15 2 9 6 7 0 2 3 8 1 15 0 14 14 4 17 11 9 8 11 1 8 4 15 split_gain=7.3697e+06 3.08091e+07 7.67044e+07 1.15198e+07 7.86952e+06 5.52662e+06 4.35256e+06 1.08926e+07 1.94152e+07 3.54092e+06 1.0223e+06 1.00911e+06 6.55211e+06 3.22959e+06 1.42946e+06 1.92317e+06 1.08175e+06 1.05321e+06 874005 940769 817241 1.43865e+06 1.06167e+06 563926 243965 threshold=2725.8677800000005 31.050411 2682.0900000000006 309.41100000000012 1529.30718 112.55400000000002 2778.6210000000005 26.254000000000001 297.12438000000003 824.40500000000009 112.13877900000001 1947.7010000000002 174.79296150000002 1182.8200000000004 1619.4627500000004 1522.8167500000002 3600.16113 15.5815 7.7340000000000009 824.40500000000009 2105.5980000000004 555.56875000000014 1973.6620000000003 13.805000000000001 13.817400000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 5 -3 10 11 -8 -9 -10 -2 14 17 -14 16 18 20 -13 24 -20 22 -22 -1 -19 -16 right_child=1 4 -4 -5 -6 -7 7 8 9 -11 -12 12 13 -15 15 -17 -18 23 19 -21 21 -23 -24 -25 -26 leaf_value=-0.00039085874437610519 -0.87525788284117167 -0.98036341238021851 18.191905586488787 -5.8756682364145911 -9.7451507051785793 6.1666308925462809 -5.0917285529498395 6.7039016491768422 -5.860564181137085 -0.80229969516877209 2.0246183404922484 0.52693452525138851 1.4442195565359932 7.0591018276214594 -0.07782384281158447 -3.7505248587472098 2.2693754339785803 -0.51307986996390609 -1.9383779334809099 0.46375599239183507 -0.17870426839940687 -2.7258635898033776 0.85842338919639594 -2.7083018486022952 1.2289868202209473 leaf_weight=362356 31 20 31 24 21 23 58 32 25 31 20 40 21 20 50 21 21 22 56 23 85 30 144 25 20 leaf_count=362356 31 20 31 24 21 23 58 32 25 31 20 40 21 20 50 21 21 22 56 23 85 30 144 25 20 internal_value=0 2.08159 4.48159 0.144651 -5.46964 2.09719 -0.000996665 -1.72727 0.490221 -3.06045 0.261948 -0.000302227 0.887443 4.18319 -0.000615429 -0.917384 -0.000185657 -0.665723 -0.518082 -1.23902 -0.000317093 -0.843181 -4.97022e-05 -1.68075 0.295551 internal_weight=0 170 129 98 41 74 363080 146 88 56 51 362934 128 41 362806 170 362636 87 149 79 362615 115 362500 47 70 internal_count=363250 170 129 98 41 74 363080 146 88 56 51 362934 128 41 362806 170 362636 87 149 79 362615 115 362500 47 70 is_linear=0 shrinkage=0.01 Tree=534 num_leaves=22 num_cat=0 split_feature=3 17 4 9 7 5 12 2 19 1 3 3 26 6 1 7 9 12 13 14 8 split_gain=7.22304e+06 2.80856e+07 7.00466e+07 6.74095e+06 3.71901e+06 4.04067e+06 1.15445e+06 4.10828e+06 1.06342e+06 1.73946e+06 2.97533e+06 4.03876e+06 2.89343e+06 1.28399e+06 2.90278e+06 3.58248e+06 985887 870358 1.72503e+06 753027 672794 threshold=2725.8677800000005 164.97000000000003 2693.9010000000007 309.41100000000012 112.55400000000002 7.2786000000000008 3113.0710000000004 581.81775000000005 3260.8512500000006 2781.5828000000006 1118.1025000000002 543.62350000000004 2022.5000000000002 1937.6795000000002 104.01000000000001 712.24900000000014 14.468400000000001 911.29109000000005 483.56250000000006 737.78380000000004 1973.6620000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 5 -2 8 19 9 13 11 12 -11 17 16 -16 -15 20 -19 -8 -1 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 -21 -22 leaf_value=-0.00059273815258849662 2.362970378663805 -7.2933605813980105 16.861963825225832 -3.6394693227375257 5.2954612404959542 -3.2430491723418235 1.2425632931975026 -5.1202272260189057 1.76771223230397 -3.0615718389111897 -3.6904293069418737 3.7563778018951415 0.62868811045374184 0.15702058191532672 3.9360740085442858 0.36790213344728245 -2.040349155335591 0.015326671575506528 -1.1913402153038588 -1.1624572364143704 0.73911885486385687 leaf_weight=361978 36 27 32 34 21 20 30 20 34 43 34 20 42 69 48 68 29 336 183 23 123 leaf_count=361978 36 27 32 34 21 20 30 20 34 43 34 20 42 69 48 68 29 336 183 23 123 internal_value=0 2.06077 3.82693 0.0690872 1.70663 0.360821 -0.000986699 -1.25841 -0.000733833 -0.000899484 -1.11935 -0.286811 -1.23815 -0.000471011 0.773893 1.84439 -0.493221 -0.000928002 -0.410145 0.198875 -0.00034147 internal_weight=0 170 143 111 77 56 363080 73 363007 362973 139 105 85 362834 214 116 98 362620 519 53 362101 internal_count=363250 170 143 111 77 56 363080 73 363007 362973 139 105 85 362834 214 116 98 362620 519 53 362101 is_linear=0 shrinkage=0.01 Tree=535 num_leaves=39 num_cat=4 split_feature=0 5 1 12 3 3 4 24 3 9 10 3 17 1 1 12 5 3 26 0 1 4 24 3 25 1 25 9 6 21 7 9 9 0 4 18 11 6 split_gain=5.33588e+06 2.26128e+07 5.07889e+07 2.07475e+07 2.95738e+07 5.61504e+06 1.67498e+07 3.31449e+06 3.11348e+06 3.14595e+06 3.06534e+06 3.05551e+06 1.81224e+07 2.42133e+06 2.15528e+06 2.01709e+06 1.57086e+06 1.15115e+06 4.07281e+06 1.11921e+06 938021 882863 774710 2.27533e+06 7.27964e+06 1.51305e+07 1.95345e+06 1.56263e+06 1.72837e+06 2.23715e+06 1.56191e+06 1.5585e+06 7.41623e+06 1.57815e+06 1.45073e+06 807794 768580 531482 threshold=2778.6210000000005 94.810500000000005 1892.2623000000001 2107.0655000000002 2725.8677800000005 1890.7105500000002 2693.9010000000007 0 2725.8677800000005 360.85390500000005 126.48825000000001 1493.1141200000004 239.02400000000003 1256.4300000000001 314.66480000000007 504.20500000000004 670.57570000000021 6.6625000000000005 2022.5000000000002 73.516000000000005 41.319565000000004 191.94000000000003 1 318.67100000000011 2 555.56875000000014 3 395.07800000000003 1529.30718 15.002000000000002 2822.9627650000007 395.07800000000003 419.23800000000006 688.40820000000008 2693.9010000000007 76.097850000000008 160.20298100000002 21.818000000000001 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 17 4 10 11 7 15 21 19 -3 22 13 14 37 16 20 18 -2 -10 -7 -9 27 31 25 -25 -26 30 29 -29 34 33 -33 -24 -1 -30 -23 -13 right_child=1 3 -4 -5 -6 6 -8 8 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 36 23 24 26 -27 -28 28 35 -31 -32 32 -34 -35 -36 -37 -38 -39 leaf_value=-0.015389438267106949 3.9745955606409025 2.6642551177198239 18.792375081380207 6.0956733330090849 -13.943547986901324 -1.3129698523420554 -8.7491661698477614 -2.0071083672841392 5.3757621745268498 -0.92414630907503037 -2.5569466335877129 0.38733712953905908 10.285463737487794 -2.8497056901454925 2.9146586768887937 -4.2262812048813387 -2.785451379094805 -0.72951774233863464 -1.6264462095499039 2.0703661785125731 1.4594161141437032 1.426158527027477 0.0058408676328321509 0.89158457976648187 0.63683979353233167 9.460721525969328 -0.015173568955260343 -0.45288885944421281 -1.2270524293948442 1.209273412334785 2.591203845480214 3.4768691669016669 0.15714427732597522 0.56009210487013883 2.1140476005524396 -3.6989418659210207 -1.2171513973582875 -1.3160103189028225 leaf_weight=149941 37 22 21 24 23 26 28 36 21 22 23 62 20 23 32 29 35 21 20 20 23 22 208283 87 661 27 1465 898 39 89 23 73 861 515 32 20 22 26 leaf_count=149941 37 22 21 24 23 26 28 36 21 22 23 62 20 23 32 29 35 21 20 20 23 22 208283 87 661 27 1465 898 39 89 23 73 861 515 32 20 22 26 internal_value=0 1.67146 4.9884 -1.89784 -4.71908 -0.000399386 -1.40595 -0.60279 0.433395 2.12646 -0.00435911 0.000699741 1.36953 0.122549 0.692231 -1.79369 -1.1674 1.27194 2.00932 3.76337 -0.0116458 -0.845722 8.51099e-05 0.0124164 0.32944 2.68554 0.189578 -0.0172203 -0.402393 -0.303008 -0.0145355 0.00903111 0.416609 0.00720793 -0.0149351 -2.06498 0.104504 -0.115925 internal_weight=0 191 99 92 68 363461 284 256 143 63 45 363177 163 143 120 113 84 78 57 41 49 80 363014 211972 2240 114 2126 151042 1046 987 149996 209732 934 208798 149973 59 44 88 internal_count=363652 191 99 92 68 363461 284 256 143 63 45 363177 163 143 120 113 84 78 57 41 49 80 363014 211972 2240 114 2126 151042 1046 987 149996 209732 934 208798 149973 59 44 88 cat_boundaries=0 1 2 5 10 cat_threshold=1416 2760 2113536 134217728 80 134219264 262144 134746369 67108864 12583936 is_linear=0 shrinkage=0.01 Tree=536 num_leaves=37 num_cat=2 split_feature=0 5 1 8 1 3 4 2 24 3 9 3 17 1 1 10 5 0 6 4 26 24 3 1 7 9 6 20 7 9 9 0 4 0 11 6 split_gain=5.2297e+06 2.21628e+07 4.97782e+07 3.25554e+07 4.14151e+07 5.50331e+06 1.64164e+07 3.82474e+06 3.24853e+06 3.05152e+06 3.08335e+06 2.9947e+06 1.77617e+07 2.37315e+06 2.11239e+06 1.98688e+06 1.70166e+06 1.09694e+06 958670 865294 761831 759308 2.23044e+06 6.4928e+06 1.82442e+06 1.53154e+06 1.69397e+06 2.19278e+06 1.53083e+06 1.52748e+06 7.26865e+06 1.54674e+06 1.42186e+06 804454 753285 520906 threshold=2778.6210000000005 94.810500000000005 1892.2623000000001 1973.6620000000003 1461.4925000000003 1890.7105500000002 2693.9010000000007 26.254000000000001 0 2725.8677800000005 360.85390500000005 1493.1141200000004 239.02400000000003 1256.4300000000001 314.66480000000007 435.29700000000003 670.57570000000021 73.516000000000005 27.231250000000006 191.94000000000003 2022.5000000000002 1 318.67100000000011 2781.5828000000006 365.31653000000006 395.07800000000003 1529.30718 430.80850000000004 2822.9627650000007 395.07800000000003 419.23800000000006 688.40820000000008 2693.9010000000007 3.3935000000000004 160.20298100000002 21.818000000000001 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 7 4 -3 11 8 20 15 19 17 21 13 14 35 16 18 -11 -7 -10 -2 25 29 24 -24 28 27 -27 32 31 -31 -23 -1 -28 -21 -13 right_child=1 3 -4 -5 -6 6 -8 -9 9 10 -12 12 -14 -15 -16 -17 -18 -19 -20 34 -22 22 23 -25 -26 26 33 -29 -30 30 -32 -33 -34 -35 -36 -37 leaf_value=-0.015235543786405197 0.65031245946884153 1.7302493538856507 18.604451551891511 5.8906166076660158 -15.180143832138606 -1.1342352042659638 -8.661674476351056 4.3908382166348972 -1.9870373021231758 5.3220044419879002 -0.91490483424880287 0.38346375046237824 10.182609011650086 -2.821208596644194 2.885512052923441 -4.3584993186363805 -2.8726068414582149 2.0496626129150393 1.6739376804083586 1.4118969934636898 -1.8376334394812586 0.0057824589865786433 0.1246407037931303 5.7319921510869802 0.82865706265868044 -0.4418578956235838 -0.41375171566009522 1.2658929881235448 2.5652918409264607 3.4421005171945649 0.15557283518721246 0.55449118594058511 2.0929070462472739 -2.8805258834056366 -1.2049799034812234 -1.3028502211203943 leaf_weight=149941 32 30 21 34 28 31 28 26 36 21 22 62 20 23 32 26 36 20 20 22 20 208283 1752 22 466 905 20 82 23 73 861 515 32 39 22 26 leaf_count=149941 32 30 21 34 28 31 28 26 36 21 22 62 20 23 32 26 36 20 20 22 20 208283 1752 22 466 905 20 82 23 73 861 515 32 39 22 26 internal_value=0 1.65475 4.93851 -1.87887 -6.43339 -0.000395221 -1.39189 1.25922 -0.596762 0.429061 2.1052 0.000692915 1.35584 0.121323 0.685309 -1.77575 -1.208 3.72574 -0.0329909 -0.837265 -0.30659 8.44301e-05 0.0122926 0.326173 0.272554 -0.0170481 -0.398369 -0.299978 -0.0143901 0.0089408 0.412443 0.00713585 -0.0147857 -2.04433 0.103459 -0.114765 internal_weight=0 191 99 92 58 363461 284 78 256 143 63 363177 163 143 120 113 87 41 51 80 52 363014 211972 2240 2218 151042 1046 987 149996 209732 934 208798 149973 59 44 88 internal_count=363652 191 99 92 58 363461 284 78 256 143 63 363177 163 143 120 113 87 41 51 80 52 363014 211972 2240 2218 151042 1046 987 149996 209732 934 208798 149973 59 44 88 cat_boundaries=0 1 2 cat_threshold=1416 2760 is_linear=0 shrinkage=0.01 Tree=537 num_leaves=26 num_cat=1 split_feature=19 7 17 12 1 9 1 5 2 2 26 4 9 19 1 21 14 24 4 6 2 9 1 5 1 split_gain=3.08442e+06 6.05123e+06 1.95385e+07 9.81594e+06 1.3013e+07 5.56871e+06 2.25285e+06 3.73823e+07 3.36831e+07 1.2474e+07 2.59578e+06 2.19083e+06 2.18168e+06 1.14669e+06 4.80852e+06 1.73981e+06 2.52358e+06 807869 2.51266e+06 2.25783e+06 2.17028e+06 1.87958e+06 1.89e+06 1.29172e+06 668632 threshold=3260.8512500000006 2822.9627650000007 315.37500000000006 1621.2640000000004 1098.6214000000002 548.96735000000001 2781.5828000000006 14.489570000000002 784.03650000000005 1827.1555000000001 2022.5000000000002 378.84625000000011 190.76392150000004 430.74300000000011 1461.4925000000003 704.21750000000009 860.52100000000007 0 2693.9010000000007 2976.3936000000008 323.96475000000004 395.07800000000003 786.89439000000004 553.36150000000009 384.69825000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 6 3 4 12 -2 13 8 10 11 -8 -9 -3 17 15 16 -15 21 19 -19 -20 23 -23 -1 -17 right_child=5 2 -4 -5 -6 -7 7 9 -10 -11 -12 -13 -14 14 -16 24 -18 18 20 -21 -22 22 -24 -25 -26 leaf_value=-0.017186696949612893 -0.95399397242069239 2.299653982979911 -11.250806383609772 5.4693897316672588 -7.4767287754190379 6.5083825635910033 4.1910854932996964 -3.4764576909542089 17.376180963516237 -9.9553973272572396 -0.32884353021780649 0.89027311113145613 -1.6650554905767028 0.19290528105421548 4.6202622927152195 -0.64009696138666028 2.3020304233308826 0.012365419417186361 -0.10042722537599762 2.3592706161810133 -3.9368262809117636 -0.29717222677125354 -1.68216690127914 0.41278003400207591 -2.8231636301279073 leaf_weight=149156 20 35 20 22 29 20 27 20 20 23 24 27 23 570 26 47 63 211670 29 41 30 877 111 702 20 leaf_count=149156 20 35 20 22 29 20 27 20 20 23 24 27 23 570 26 47 63 211670 29 41 30 877 111 702 20 internal_value=0 0.000163905 -2.1653 -0.498229 -2.00728 2.77719 0.000932426 1.26471 6.37733 -3.92094 2.06406 -0.96791 0.727442 0.000441997 0.39747 0.240623 0.402818 -0.000352899 0.0122443 0.0128199 -2.05114 -0.0180375 -0.452774 -0.0151725 -1.29176 internal_weight=0 363612 129 109 87 40 363483 141 71 70 51 47 58 363342 726 700 633 362616 211770 211711 59 150846 988 149858 67 internal_count=363652 363612 129 109 87 40 363483 141 71 70 51 47 58 363342 726 700 633 362616 211770 211711 59 150846 988 149858 67 cat_boundaries=0 1 cat_threshold=2760 is_linear=0 shrinkage=0.01 Tree=538 num_leaves=33 num_cat=2 split_feature=0 5 1 12 3 3 4 2 17 24 3 3 17 11 1 5 1 5 6 26 19 6 19 5 15 24 0 9 0 6 14 18 split_gain=5.10599e+06 2.15279e+07 4.83669e+07 1.99123e+07 2.86598e+07 5.35814e+06 1.59911e+07 3.74534e+06 3.18164e+06 4.16962e+06 5.58429e+06 2.94788e+06 1.74107e+07 2.82562e+06 2.29986e+06 2.13621e+06 2.07014e+06 1.44226e+06 1.19069e+06 748828 732784 1.2243e+06 891746 2.47741e+06 1.42883e+06 717137 2.33994e+06 1.5634e+06 631093 510252 327505 66748.2 threshold=2778.6210000000005 94.810500000000005 1892.2623000000001 2107.0655000000002 2725.8677800000005 1890.7105500000002 2693.9010000000007 26.254000000000001 197.84000000000003 0 2725.8677800000005 1493.1141200000004 239.02400000000003 67.329000000000022 1256.4300000000001 367.52900000000005 314.66480000000007 923.46450000000016 192.15607500000002 2022.5000000000002 1602.6720400000004 281.64348000000001 430.74300000000011 1312.9050000000002 220.83350000000004 1 688.40820000000008 395.07800000000003 153.21245250000001 21.818000000000001 357.67500000000007 11.639400000000004 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=5 2 7 4 13 11 8 19 9 17 28 20 14 -3 16 -12 29 18 -7 -2 22 30 25 24 -24 27 -27 -1 -11 -13 31 -22 right_child=1 3 -4 -5 -6 6 -8 -9 -10 10 15 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 -32 -33 leaf_value=-0.01441331186560002 0.64391763687133785 2.831447695493698 18.342267049153644 5.9833967916170749 -13.692266805897589 -1.84393507109748 -8.5484036575044904 4.3436293000441335 -3.2183366011961914 -1.6076397514343261 1.8540752501714799 0.37921681088785975 10.084313367843627 -2.2114308019638065 -2.7738028706674993 6.3130549352819267 2.8562325322628022 -3.7231828061739605 0.61491075681101892 -1.8227058423161506 -0.22399947560259276 -2.3615609959193642 -0.086444277276645359 3.6755319595336915 0.95485207852524556 0.009466954066346964 0.54307659103220163 -0.4184217512768334 0.37458538797166613 -1.2897632877643292 0.90284988900889518 -0.96981089433034262 leaf_weight=149751 32 20 21 24 23 54 28 26 39 29 21 62 20 25 23 22 32 24 31 20 28 35 398 22 197 210750 825 964 36 26 23 21 leaf_count=149751 32 20 21 24 23 54 28 26 39 29 21 62 20 25 23 22 32 24 31 20 28 35 398 22 197 210750 825 964 36 26 23 21 internal_value=0 1.63506 4.87145 -1.84758 -4.61146 -0.000394312 -1.37342 1.24469 -0.588654 -0.116038 1.22616 0.000679376 1.34519 0.0298485 0.122934 4.13541 0.678142 -1.42745 -0.94718 -0.304784 7.56664e-05 -0.827356 0.000319628 0.380167 0.258321 -0.000327273 0.0115471 -0.0169963 -0.509792 -0.113891 -0.081562 -0.543633 internal_weight=0 191 99 92 68 363461 284 78 256 217 108 363177 163 45 143 43 120 109 85 52 363014 107 362907 617 595 362290 211575 150715 65 88 72 49 internal_count=363652 191 99 92 68 363461 284 78 256 217 108 363177 163 45 143 43 120 109 85 52 363014 107 362907 617 595 362290 211575 150715 65 88 72 49 cat_boundaries=0 1 2 cat_threshold=412 2760 is_linear=0 shrinkage=0.01 Tree=539 num_leaves=30 num_cat=1 split_feature=0 5 8 3 2 3 2 2 11 10 7 5 3 17 15 26 11 0 2 19 6 19 5 15 24 0 9 18 16 split_gain=5.00438e+06 2.10995e+07 3.16021e+07 3.28378e+07 2.47612e+07 5.25151e+06 1.16689e+07 4.47684e+06 3.32203e+06 4.28261e+06 3.78999e+06 3.17083e+06 2.88922e+06 1.70643e+07 1.9179e+06 1.82161e+06 1.74101e+06 840407 1.01776e+06 718202 1.19993e+06 874000 2.42811e+06 1.4004e+06 702866 2.29337e+06 1.53229e+06 248703 427351 threshold=2778.6210000000005 94.810500000000005 1973.6620000000003 1890.7105500000002 1271.7445000000002 1890.7105500000002 2682.0900000000006 26.254000000000001 443.6112050000001 137.52250000000001 826.12250000000006 268.69000000000005 1493.1141200000004 239.02400000000003 18.631000000000004 2022.5000000000002 420.87650000000008 346.24075000000011 122.867 1602.6720400000004 281.64348000000001 430.74300000000011 1312.9050000000002 220.83350000000004 0 688.40820000000008 395.07800000000003 922.84650000000011 16.251000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=5 4 3 -3 7 12 8 15 9 10 11 -7 19 16 -10 -2 17 18 -14 21 27 24 23 -23 26 -26 -1 28 -21 right_child=1 2 -4 -5 -6 6 -8 -9 14 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 leaf_value=-0.014269178858217458 2.2266260408100327 0.23271421746774151 5.8257779738482309 -14.961346718597413 14.762288128852845 -0.80010281339287759 -6.94997976100806 6.3950713167190552 -4.0260324045129732 4.035791740020116 -4.2497954658840014 2.6799543793996174 0.7644299610874109 9.9834700875282287 -0.76056934336253579 -1.4432612932296027 -2.2754942096710202 1.8540811370548449 -1.7276719309972679 -0.46948138411839802 -2.3379453800746375 -0.085579831851786706 3.6387766369906336 0.94530353828735159 0.0093722844051601414 0.53764583054011073 -0.41423753620925291 -0.99665062495640344 1.3904934948682786 leaf_weight=149751 38 33 34 25 20 96 33 20 37 24 23 36 57 20 35 21 25 38 23 30 35 398 22 197 210750 825 964 21 21 leaf_count=149751 38 33 34 25 20 96 33 20 37 24 23 36 57 20 35 21 25 38 23 30 35 398 22 197 210750 825 964 21 21 internal_value=0 1.61871 -1.8291 -6.31645 4.82273 -0.000390369 -1.35968 2.30639 -0.624705 0.104928 -0.503721 0.149004 0.000672582 1.33174 -2.43865 0.920395 0.121705 0.629586 0.0479507 7.49096e-05 -0.819083 0.000316431 0.376365 0.255738 -0.000324 0.0114317 -0.0168263 -0.0807464 0.296391 internal_weight=0 191 92 58 99 363461 284 79 251 179 155 132 363177 163 72 59 143 118 80 363014 107 362907 617 595 362290 211575 150715 72 51 internal_count=363652 191 92 58 99 363461 284 79 251 179 155 132 363177 163 72 59 143 118 80 363014 107 362907 617 595 362290 211575 150715 72 51 cat_boundaries=0 1 cat_threshold=2760 is_linear=0 shrinkage=0.01 Tree=540 num_leaves=26 num_cat=1 split_feature=7 8 9 1 6 1 5 0 1 0 2 1 0 5 6 0 7 6 26 0 24 5 9 8 6 split_gain=2.72211e+06 4.64317e+07 5.73993e+07 1.61133e+07 6.37271e+06 2.71584e+07 3.5194e+06 1.16089e+07 4.23902e+06 1.22976e+07 4.27106e+06 2.47367e+06 1.415e+06 1.34324e+06 1.29709e+06 3.82237e+06 2.56969e+06 1.22243e+06 1.03199e+06 958822 9.768e+06 1.02276e+06 731999 602248 280666 threshold=2822.9627650000007 1973.6620000000003 2854.0889000000006 1098.6214000000002 2976.3936000000008 1461.4925000000003 2871.8940000000007 992.19979999999998 2781.5828000000006 2778.6210000000005 549.23035000000016 207.31714000000002 22.611000000000004 622.44110000000012 1937.6795000000002 374.34900000000005 712.24900000000014 116.37925 2022.5000000000002 1884.2950000000003 0 1908.1960000000001 1.6925000000000001 214.54600000000002 3.3599999999999999 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=4 3 -3 13 6 11 8 18 14 10 12 22 -10 -2 19 23 -17 -12 -8 21 -21 -1 -6 -16 -20 right_child=1 2 -4 -5 5 -7 7 -9 9 -11 17 -13 -14 -15 15 16 -18 -19 24 20 -22 -23 -24 -25 -26 leaf_value=-0.00027178793249657275 -1.0189441911379498 -1.592909983680362 21.787841633387977 -9.4748541984558106 0.060189975244658335 -12.329811009493742 1.5024739708219255 7.7785591156005864 2.9008235721190774 -8.8285883294968386 -4.2639737574259442 2.8956948867797854 -0.28648674598106971 2.0785608128138953 -1.1979332436455621 5.7623375302269348 1.287566309237119 -0.91649025344848645 -1.5863243774131492 2.7701203691144274 -1.0451169420033692 -0.93940405484417389 -2.4446602795124055 0.67001095686640055 -0.10007228923340639 leaf_weight=362768 42 21 21 25 28 22 28 25 30 21 24 25 26 21 45 21 33 20 27 107 150 116 20 28 24 leaf_count=362768 42 21 21 25 28 22 28 25 30 21 24 25 26 21 45 21 33 20 27 107 150 116 20 28 24 internal_value=0 1.44674 10.0975 -2.68201 -0.000559945 -2.59022 0.000116871 1.83943 -0.00040953 -1.87181 -0.410891 0.344993 1.421 0.0135575 0.000213811 1.01065 3.02776 -2.74239 -0.0400408 -0.000139564 0.610449 -0.000571992 -0.983498 -0.481461 -0.886912 internal_weight=0 130 42 88 363588 95 363493 104 363389 121 100 73 56 63 363268 127 54 44 79 363141 257 362884 48 73 51 internal_count=363718 130 42 88 363588 95 363493 104 363389 121 100 73 56 63 363268 127 54 44 79 363141 257 362884 48 73 51 cat_boundaries=0 1 cat_threshold=154 is_linear=0 shrinkage=0.01 Tree=541 num_leaves=24 num_cat=1 split_feature=7 8 9 1 6 1 5 3 1 2 3 1 9 5 6 10 13 18 14 24 9 6 1 split_gain=2.66794e+06 4.55077e+07 5.6257e+07 1.57927e+07 6.2459e+06 2.6618e+07 3.44937e+06 1.33129e+07 4.15466e+06 4.68813e+06 2.54547e+06 2.42444e+06 1.59965e+06 1.3165e+06 1.27128e+06 5.64301e+06 1.00183e+06 784566 904790 719327 717432 266284 8460.15 threshold=2822.9627650000007 1973.6620000000003 2854.0889000000006 1098.6214000000002 2976.3936000000008 1461.4925000000003 2871.8940000000007 1282.3492500000004 2781.5828000000006 1827.1555000000001 648.27500000000009 207.31714000000002 28.695750000000004 622.44110000000012 1937.6795000000002 676.98000000000013 56.879000000000012 2222.2060000000006 1352.1000000000001 0 1.6925000000000001 281.64348000000001 9.5972500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=4 3 -3 13 6 11 8 21 14 10 12 20 -10 -2 17 16 -16 19 -19 -1 -6 22 -8 right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=0.019972466050787643 -1.0087547532149723 -1.5769809268769763 21.569963331676664 -9.3801057577133182 0.059588062933513097 -12.206512888128106 -0.7564092476137223 7.4402363675435383 -2.6810752118363674 -5.3590169584340064 2.1330796482252037 2.8667380691528321 0.67493858075141899 2.0577752031598773 0.35622364841052334 4.3519158149096704 -1.9406932972095632 -0.35262849988608524 -2.7751279404049831 -0.0098798410667245845 -2.4202136784791946 0.43624256465746009 -1.0202113754451276 leaf_weight=121117 42 21 21 25 28 22 31 30 49 29 23 25 20 21 64 36 27 58 21 241945 20 23 20 leaf_count=121117 42 21 21 25 28 22 31 30 49 29 23 25 20 21 64 36 27 58 21 241945 20 23 20 internal_value=0 1.43227 9.99649 -2.65519 -0.000553872 -2.56432 0.000116177 1.82104 -0.000404961 -1.8531 -0.747968 0.341543 -1.70832 0.0134219 0.000212147 1.00054 -0.325279 -0.000137694 -0.996584 7.91268e-05 -0.973663 -0.457018 -0.859861 internal_weight=0 130 42 88 363588 95 363493 104 363389 121 92 73 69 63 363268 127 91 363141 79 363062 48 74 51 internal_count=363718 130 42 88 363588 95 363493 104 363389 121 92 73 69 63 363268 127 91 363141 79 363062 48 74 51 cat_boundaries=0 1 cat_threshold=23 is_linear=0 shrinkage=0.01 Tree=542 num_leaves=30 num_cat=1 split_feature=7 8 9 1 1 0 10 7 0 9 12 0 11 0 24 11 0 8 9 10 9 0 15 7 11 1 2 0 0 split_gain=2.61485e+06 4.46021e+07 5.51375e+07 1.54784e+07 4.8108e+06 2.71732e+07 4.2157e+06 8.98215e+06 5.49556e+06 1.45985e+06 1.59324e+06 3.69186e+06 2.02441e+06 1.16576e+06 1.00114e+07 1.03482e+07 8.63518e+06 4.30319e+06 5.90239e+06 3.02658e+06 8.93314e+06 2.55168e+06 961143 1.32046e+06 897078 773248 468478 499151 168030 threshold=2822.9627650000007 1973.6620000000003 2854.0889000000006 1098.6214000000002 2781.5828000000006 2778.6210000000005 599.29360000000008 302.8318000000001 116.97250000000001 1972.2770000000003 707.90250000000015 635.46050000000014 420.87650000000008 1275.1415000000002 0 137.52300000000002 2778.6210000000005 1350.3896175000002 754.45500000000004 3056.7500000000005 148.55550000000002 2778.6210000000005 933.03750000000002 124.82550000000001 231.49199999999999 104.01000000000001 581.81775000000005 13.740500000000003 992.19979999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 25 9 6 7 8 -6 13 12 -12 26 19 15 16 -15 21 -19 22 -21 -16 24 -24 -1 -2 27 -11 -10 right_child=1 2 -4 -5 5 -7 -8 -9 28 10 11 -13 -14 14 17 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=-0.0014102097506407001 -0.79824954544625626 -1.5612110846383231 21.354263700757706 -9.2863046645164484 2.7708341724222358 -10.301163665771485 -3.7048636554536363 7.2077091360092167 -1.9506506061553956 -0.73031874774366001 -2.2241851717631023 2.5256926923327976 -3.9221754312515258 2.548160030268416 -0.22658160095318788 -2.2380258684581329 8.7760011256894757 -0.98178957366943365 6.7009127502441403 -1.1352249029704502 7.6151902294158935 -2.273708250571604 -0.021500065861604151 -1.2092511838731859 0.16399904312038482 1.5256978295066139 0.3483138990402222 -2.6049995431900026 -3.1917287302017212 leaf_weight=358885 41 21 21 25 33 30 21 20 20 49 30 36 28 79 367 31 31 20 20 28 20 73 234 156 3309 22 24 20 24 leaf_count=358885 41 21 21 25 33 30 21 20 20 49 30 36 28 79 367 31 31 20 20 28 20 73 234 156 3309 22 24 20 24 internal_value=0 1.41795 9.89653 -2.62864 -0.00054833 -1.80311 0.357416 1.23688 -0.313987 0.000185708 -0.883142 0.366657 -1.56485 0.000640438 0.43354 2.67538 4.30328 -0.275008 2.85956 -0.000100893 2.51078 -0.566219 -0.000433291 -0.496601 0.000100967 0.0132876 -0.855119 -1.2737 -2.6276 internal_weight=0 130 42 88 363588 148 118 97 77 363440 187 66 121 363253 621 141 110 480 40 362632 48 440 362584 390 362194 63 93 69 44 internal_count=363718 130 42 88 363588 148 118 97 77 363440 187 66 121 363253 621 141 110 480 40 362632 48 440 362584 390 362194 63 93 69 44 cat_boundaries=0 1 cat_threshold=1042 is_linear=0 shrinkage=0.01 Tree=543 num_leaves=33 num_cat=4 split_feature=7 18 12 4 2 5 11 3 1 16 26 3 1 26 10 15 24 5 7 1 2 24 5 5 1 24 24 5 1 7 6 3 split_gain=2.56281e+06 2.47605e+07 1.38811e+07 9.60694e+06 1.81695e+07 6.15234e+06 1.57205e+06 1.49827e+06 4.80632e+06 9.69425e+06 7.3076e+06 1.38726e+07 3.757e+06 7.41582e+06 3.45796e+06 2.97918e+06 2.43393e+06 2.70567e+06 2.04714e+06 1.05394e+06 1.36018e+06 1.10845e+06 875017 870463 786729 3.50715e+06 676936 610416 1.10026e+06 396375 42287.6 198.553 threshold=2822.9627650000007 313.78700000000003 2107.0655000000002 2693.9010000000007 2682.0900000000006 1908.1960000000001 954.88100000000009 571.90530000000001 1461.4925000000003 1188.6000000000001 2022.5000000000002 991.56000000000017 2781.5828000000006 2022.5000000000002 262.77300000000008 1582.5954300000001 0 1312.9050000000002 659.5150000000001 962.58510000000012 1271.7445000000002 1 172.37350000000004 622.44110000000012 786.89439000000004 2 3 1016.9325000000002 97.214750000000024 16.208500000000004 53.437500000000007 19.643625000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 1 2 2 2 2 2 left_child=3 2 5 7 6 23 27 12 15 10 11 -10 19 -14 -12 16 17 -9 -18 24 21 -21 -22 30 26 -26 -1 28 31 -15 -2 -5 right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 14 -13 13 29 -16 -17 18 -19 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.015896715704966285 -1.3353869406382242 11.346634369350616 6.5847098515250471 -0.19860755895746166 -11.227582026890346 -7.0207128760928201 -3.6225922239422803 -0.30341477948034595 9.3462521592775971 7.9151208761463998 -4.7343126227638939 0.25916523379938944 -5.4578256957595412 1.424992155265808 0.085992146367612085 -2.6110387907272732 0.20986711039625672 -3.4877475382952854 1.2638446363530778 0.46596649869695889 -0.59471017265319825 -0.5210212513856266 -3.4546934343420941 0.81779180353338066 1.9005772443788242 -0.32957770341481918 -0.01189712293133964 0.9242825070294467 -2.9651841502189638 -0.4637564525604248 -1.9579914865493775 -0.15765116262435913 leaf_weight=150325 24 21 22 29 21 21 20 334 24 23 22 56 37 25 46 39 1255 29 216 144 20 450 23 22 103 185 210080 22 20 20 20 20 leaf_count=150325 24 21 22 29 21 21 20 334 24 23 22 56 37 25 46 39 1255 29 216 144 20 450 23 22 103 185 210080 22 20 20 20 20 internal_value=0 1.40377 -0.511826 -0.000542847 -2.69783 -2.30635 -1.08409 0.000436753 0.270416 1.87527 0.936649 2.98529 -0.00109014 -2.14134 -1.47352 0.123896 0.182055 -0.542856 0.36217 -0.000604432 -0.407006 -0.282678 -2.12447 -0.806329 0.000113292 0.522561 -0.000304196 -0.526177 -0.988642 0.585548 -1.61839 -0.181891 internal_weight=0 130 109 363588 132 87 111 363456 2044 171 148 80 361412 82 68 1873 1834 363 1471 361330 637 594 43 66 360693 288 360405 91 69 45 44 49 internal_count=363718 130 109 363588 132 87 111 363456 2044 171 148 80 361412 82 68 1873 1834 363 1471 361330 637 594 43 66 360693 288 360405 91 69 45 44 49 cat_boundaries=0 1 2 3 4 cat_threshold=137 1281 2072 1047 is_linear=0 shrinkage=0.01 Tree=544 num_leaves=39 num_cat=3 split_feature=5 24 3 3 3 4 0 2 6 6 1 0 0 4 0 0 24 1 0 6 2 2 3 4 25 7 3 1 0 11 1 3 26 9 14 1 7 2 split_gain=2.53332e+06 2.75652e+07 8.42587e+07 2.01563e+07 1.49757e+07 8.29641e+06 1.42769e+07 4.13649e+06 3.00933e+06 2.75438e+06 1.66646e+06 6.92842e+06 3.09568e+06 4.41048e+06 2.62625e+06 2.30979e+06 9.54213e+06 1.12996e+07 1.88348e+06 1.71456e+06 1.61645e+06 1.26554e+06 1.20608e+06 1.17207e+06 3.66792e+06 7.11026e+06 1.46997e+06 1.16563e+06 1.00057e+06 968257 1.68594e+06 1.04208e+06 941973 879596 571029 515541 371906 293216 threshold=1908.1960000000001 0 2725.8677800000005 2725.8677800000005 1493.1141200000004 2693.9010000000007 1884.2950000000003 873.09500000000014 1000.0509250000001 698.40204000000006 1892.2623000000001 2778.6210000000005 22.257205000000003 508.93250000000006 992.19979999999998 1884.2950000000003 1 354.74564000000004 2778.6210000000005 187.99950000000001 422.31750000000005 1468.575 698.94000000000005 480.67500000000001 2 1538.3385000000001 1493.1141200000004 2781.5828000000006 2778.6210000000005 1413.4285000000002 402.26250000000005 2725.8677800000005 2022.5000000000002 103.43350000000001 151.59100000000001 585.22500000000014 92.584500000000006 6.455000000000001 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 4 7 8 10 21 9 20 33 15 12 27 22 -15 23 17 18 -17 28 36 37 -14 29 26 -26 -25 32 -18 31 -31 -1 -12 -2 -10 -21 -3 -7 right_child=1 2 -4 -5 -6 6 -8 -9 34 -11 11 -13 13 14 -16 16 19 -19 -20 35 -22 -23 -24 24 25 -27 -28 -29 -30 30 -32 -33 -34 -35 -36 -37 -38 -39 leaf_value=-0.0012535505443245589 0.40150006839207242 0.34468155791362132 20.519609973144529 -10.633609693967378 7.9128398292541497 0.27227044362288255 -9.7292135774052664 -3.6511688647550695 -1.3793732625787909 3.5303817592967643 -1.1987794703528996 -5.8015666824340819 -1.6479980060032435 -1.2620794148598948 2.6837745228329219 -0.63204699542071363 -0.71424557304382319 7.6858065314041939 2.628344348318437 1.5771789554754891 3.0747947950363157 -3.1587261581420898 -4.03198920249939 -0.21113327350394218 0.43677850033918048 5.0035411856515069 -2.5023036522700868 2.905070714155833 -2.9372743583070799 -0.34119142489673115 -3.0765160017747144 1.442508576464653 1.6029651900700159 -2.344295204639435 -3.5883783264160156 -0.47471107978820803 -1.2254416751861572 -0.99825616892646341 leaf_weight=360340 28 48 25 26 25 39 23 34 22 22 21 25 63 31 37 37 40 38 34 24 20 20 32 814 1316 35 29 30 41 169 26 50 28 20 25 25 22 34 leaf_count=360340 28 48 25 26 25 39 23 34 22 22 21 25 63 31 37 37 40 38 34 24 20 20 32 814 1316 35 29 30 41 169 26 50 28 20 25 25 22 34 internal_value=0 0.893525 3.25805 -2.56135 0.795347 -0.00081956 -2.67473 -0.78957 -0.503466 0.60035 3.42424e-05 -0.789703 -0.271949 -1.05934 0.884929 0.000615095 0.983368 3.00873 0.929267 -0.878668 0.567565 -0.930072 -2.45103 -3.23464e-05 0.230399 0.55101 -0.286553 1.35267 -1.83948 -0.00143442 -0.705901 -0.00105325 0.402217 -0.742581 -2.55438 0.530296 -0.148786 -0.319482 internal_weight=0 317 187 130 162 363401 116 104 137 70 363285 267 242 163 68 363018 239 109 71 130 90 93 95 362779 2194 1351 843 79 81 360585 195 360390 49 48 47 49 70 73 internal_count=363718 317 187 130 162 363401 116 104 137 70 363285 267 242 163 68 363018 239 109 71 130 90 93 95 362779 2194 1351 843 79 81 360585 195 360390 49 48 47 49 70 73 cat_boundaries=0 1 2 7 cat_threshold=1165 410 2157182976 142869604 134218049 1081081888 4196352 is_linear=0 shrinkage=0.01 Tree=545 num_leaves=31 num_cat=1 split_feature=13 4 2 4 6 10 0 1 0 24 26 0 26 0 2 7 1 10 10 16 1 6 0 2 18 21 3 3 4 18 split_gain=8.42629e+06 1.29365e+07 8.39038e+06 4.2658e+07 8.22764e+06 3.51667e+06 3.41326e+06 1.64983e+06 1.21594e+06 9.5118e+06 7.20722e+06 1.34803e+07 5.79991e+06 8.47883e+06 3.99874e+06 2.51216e+06 1.48548e+06 1.57487e+06 1.04313e+06 3.38761e+06 2.26077e+06 3.43321e+06 798007 743945 3.07452e+06 2.81561e+06 2.7824e+06 756056 524486 510768 threshold=3214.9168000000004 1292.0010000000002 2682.0900000000006 2693.9010000000007 1529.30718 397.30250000000007 887.79240000000016 54.82800000000001 1884.2950000000003 0 2022.5000000000002 2778.6210000000005 2022.5000000000002 2778.6210000000005 323.96475000000004 762.97500000000002 234.35700000000003 1159.6875000000002 1935.1350000000002 1078.6845000000003 1098.6214000000002 1136.6981000000003 2778.6210000000005 12.481500000000002 1022.0625000000001 42.177677500000009 1890.7105500000002 2725.8677800000005 60.348750000000003 715.45220000000006 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 28 8 4 5 6 7 -4 18 12 11 14 13 -10 -11 -14 22 -18 23 20 21 -20 -12 27 26 -26 -25 29 -2 -1 right_child=1 -3 3 -5 -6 -7 -8 -9 9 10 16 -13 15 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.004452894875209226 -1.0745644875367482 -8.7279890046800883 2.2014618464878626 12.247082066255457 -4.8619764051437384 -2.3866224648555123 4.4841061687469486 -1.1736947784423828 0.70154220677710866 1.7880471386228289 -0.14812964916229249 -8.6178389388636543 -2.9427721962561977 8.1531629012181206 -3.8392989333816194 1.7074763214020501 -2.8250117658799696 0.51226666964017431 -0.1291056959969657 4.1864075759887696 -2.2431823781331381 4.0292385974297158 2.4885984390432188 0.044872787972371625 -0.3910769747305608 -3.6998450576968311 1.5896470463174022 -1.5412968331575394 1.0160613803863525 0.46593781325724215 leaf_weight=328226 30 28 28 34 30 24 33 30 37 28 24 38 26 26 23 21 31 26 84 25 30 26 22 33892 69 41 117 32 20 231 leaf_count=328226 30 28 28 34 30 24 33 30 37 28 24 38 26 26 23 21 31 26 84 25 30 26 22 33892 69 41 117 32 20 231 internal_value=0 -3.28589 0.00124526 2.16574 -0.198156 1.01849 1.91654 0.455691 0.000178142 -0.634088 -1.92465 -4.10917 1.64404 3.77681 -0.749776 -0.865002 -0.223907 -1.30274 0.000706154 0.795637 0.190142 0.853776 1.11291 0.000344431 0.0447885 -1.62435 0.0501872 -0.00427182 -0.238314 -0.00412207 internal_weight=0 78 363254 179 145 115 91 58 363075 302 192 89 110 63 51 47 103 57 362773 165 140 110 46 362608 34119 110 34009 328489 50 328457 internal_count=363332 78 363254 179 145 115 91 58 363075 302 192 89 110 63 51 47 103 57 362773 165 140 110 46 362608 34119 110 34009 328489 50 328457 cat_boundaries=0 1 cat_threshold=706 is_linear=0 shrinkage=0.01 Tree=546 num_leaves=19 num_cat=1 split_feature=13 7 2 4 6 10 0 19 4 1 17 18 0 24 6 3 13 18 split_gain=8.25861e+06 1.27181e+07 8.22341e+06 4.18091e+07 8.06391e+06 3.44669e+06 3.34533e+06 1.89142e+06 2.47438e+06 1.617e+06 1.46453e+06 1.22695e+06 1.09198e+06 9.12787e+06 962926 822314 325022 96579.9 threshold=3214.9168000000004 1131.6606400000003 2682.0900000000006 2693.9010000000007 1529.30718 397.30250000000007 887.79240000000016 1916.2125000000003 559.40605000000016 54.82800000000001 3600.16113 3273.8635600000002 1884.2950000000003 0 698.40204000000006 15.903272000000003 54.925500000000007 54.507000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=2 15 7 4 5 6 9 10 16 -4 11 12 14 -14 -1 -2 17 -9 right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=-0.00023422732937376529 -0.95141096939643222 -7.8466088250104127 2.1794471740722656 12.124610703412225 -4.8133566268285115 -2.3627562973896663 4.4392654182694171 0.3616482186317444 -4.5389744582176208 -1.1619578501383463 2.5238575484441674 2.4174689147585915 1.6535263657467996 -1.8828218225818691 0.27367787851029368 1.7941079797744752 -1.4751560522959783 -0.53547613978385922 leaf_weight=361354 24 34 28 34 30 24 33 24 20 30 23 21 107 188 1288 20 26 24 leaf_count=361354 24 34 28 34 30 24 33 24 20 30 23 21 107 188 1288 20 26 24 internal_value=0 -3.25303 0.00123281 2.14409 -0.196175 1.00831 1.89738 0.000176361 -1.41814 0.451134 0.000543658 0.00038376 0.000243905 -0.607919 0.00073863 0.296552 -0.574675 -0.086914 internal_weight=0 78 363254 179 145 115 91 363075 94 58 362981 362958 362937 295 362642 44 74 48 internal_count=363332 78 363254 179 145 115 91 363075 94 58 362981 362958 362937 295 362642 44 74 48 cat_boundaries=0 1 cat_threshold=706 is_linear=0 shrinkage=0.01 Tree=547 num_leaves=23 num_cat=0 split_feature=13 4 2 4 6 8 6 10 0 8 4 4 2 10 6 1 1 19 11 8 0 4 split_gain=8.09426e+06 1.25281e+07 8.05977e+06 4.09771e+07 7.90343e+06 3.39894e+06 4.87136e+06 3.3781e+06 3.27876e+06 2.19038e+06 2.92366e+06 2.66688e+06 2.20743e+06 1.83457e+06 3.19184e+06 1.71733e+06 1.58533e+06 898684 1.98669e+06 879520 857009 261506 threshold=3214.9168000000004 1292.0010000000002 2682.0900000000006 2693.9010000000007 1529.30718 2971.7767500000004 1324.2200000000003 397.30250000000007 887.79240000000016 1973.6620000000003 1522.8167500000002 680.56950000000018 198.67650000000003 1935.1350000000002 1937.6795000000002 6.8200000000000012 140.77500000000003 1916.2125000000003 270.50080000000008 271.4876000000001 1884.2950000000003 727.60250000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 19 5 4 7 9 21 8 16 13 11 12 -11 17 15 -15 -4 20 -19 -2 -1 -7 right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 leaf_value=0.00036738000934154316 -1.5477004685401918 -8.5760151774542663 1.9895550561720325 12.003364769430721 -4.7652230787277219 -0.058945953218560478 -6.0572636586969555 -2.3391287398338316 4.3948726123029536 0.32704888557901185 4.4081517837524418 -2.6774617462158203 4.2693961596488954 1.6586917000432169 4.280044595278226 -0.62674111420767642 -1.3248918208369502 0.044419520976496679 -3.3968351943969726 1.1048762329101562 -0.58070209280712404 -1.4099294612718667 leaf_weight=362390 25 28 31 34 30 38 22 24 33 49 25 20 20 62 26 70 27 51 25 25 254 23 leaf_count=362390 25 28 31 34 30 38 22 24 33 49 25 20 20 62 26 70 27 51 25 25 254 23 internal_value=0 -3.2205 0.00122042 2.12265 -0.194213 0.000174534 -2.02323 0.998225 1.87841 0.000637196 1.38656 0.537799 1.46976 0.000201801 1.07752 0.44672 0.446623 -0.000267476 -1.08757 -0.221412 -3.96077e-05 -0.568333 internal_weight=0 78 363254 179 145 363075 83 115 91 362992 114 89 69 362878 158 132 58 362720 76 50 362644 61 internal_count=363332 78 363254 179 145 363075 83 115 91 362992 114 89 69 362878 158 132 58 362720 76 50 362644 61 is_linear=0 shrinkage=0.01 Tree=548 num_leaves=26 num_cat=0 split_feature=15 0 2 4 0 8 6 0 10 8 4 4 26 1 10 15 5 6 7 19 8 7 5 4 4 split_gain=5.92156e+06 1.3336e+07 7.86017e+06 3.54432e+07 1.17857e+07 3.10185e+06 5.77592e+06 2.73387e+06 6.37542e+06 2.04461e+06 3.20993e+06 3.12335e+06 5.40762e+06 1.75422e+06 1.71836e+06 4.79644e+06 4.38518e+06 3.35569e+06 1.11968e+06 808360 764348 511062 359612 356933 122480 threshold=2869.3449000000005 1117.6621800000003 2682.0900000000006 2693.9010000000007 2778.6210000000005 2971.7767500000004 1529.30718 887.79240000000016 517.51460000000009 1973.6620000000003 1522.8167500000002 680.56950000000018 2022.5000000000002 9.1405000000000012 1935.1350000000002 304.21400000000006 842.25950000000023 576.6450000000001 2822.9627650000007 1916.2125000000003 228.37750000000003 659.5150000000001 1016.9325000000002 137.52500000000001 33.890000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 20 5 4 7 9 21 13 -9 14 11 12 -11 -4 18 17 -17 -16 19 -1 -2 24 -20 -15 -7 right_child=1 -3 3 -5 -6 6 -8 8 -10 10 -12 -13 -14 23 15 16 -18 -19 22 -21 -22 -23 -24 -25 -26 leaf_value=0.00011366813782359752 0.71636760324239734 -9.798036796569825 1.7641540108957601 10.965775991015965 -7.243907918103039 -0.29151572942733767 -6.4481980387369786 6.227089123542493 -1.282768341064453 5.8999896621704107 4.7801770522377707 -2.9642762546539307 -0.28903242856264116 -2.1828239722873857 -1.2351518144363014 1.0541056123146644 7.2824277768135071 2.4215699634036505 -0.81400084167718889 -1.0381715122540791 -1.617294059753418 -1.6003453431606292 -2.4100120162963869 -0.47264897786653964 0.76807356548309336 leaf_weight=362569 32 20 31 36 20 24 21 26 20 20 22 20 48 23 78 26 20 37 48 75 25 25 20 26 20 leaf_count=362569 32 20 31 36 20 24 21 26 20 20 22 20 48 23 78 26 20 37 48 75 25 25 20 26 20 internal_value=0 -2.77233 0.00111126 2.07876 -0.112563 6.97872e-05 -1.85617 1.0194 2.96193 0.000530035 1.36368 0.509554 1.53127 -0.0975631 0.000116815 1.03299 3.76207 -0.0586413 -0.000341656 -0.000101064 -0.307168 -0.458602 -1.28342 -1.27538 0.190116 internal_weight=0 77 363255 182 146 363073 90 126 46 362983 110 88 68 80 362873 161 46 115 362712 362644 57 69 68 49 44 internal_count=363332 77 363255 182 146 363073 90 126 46 362983 110 88 68 80 362873 161 46 115 362712 362644 57 69 68 49 44 is_linear=0 shrinkage=0.01 Tree=549 num_leaves=26 num_cat=2 split_feature=13 7 3 12 13 6 1 8 0 1 4 9 26 10 14 19 6 0 25 19 24 1 3 4 1 split_gain=7.86036e+06 1.22297e+07 7.3786e+06 3.63948e+07 6.3921e+07 1.13153e+07 5.46516e+06 1.65136e+06 1.16052e+06 8.54082e+06 1.23445e+07 1.68511e+06 1.06084e+06 848822 3.97439e+06 2.00958e+06 1.86253e+06 684098 1.85318e+06 2.62863e+06 2.31188e+06 780439 5.82645e+06 531728 56948.7 threshold=3214.9168000000004 1131.6606400000003 2725.8677800000005 85.709000000000017 636.58625000000018 1937.6795000000002 631.04475000000014 271.4876000000001 2778.6210000000005 133.85250000000005 111.28200000000001 298.41250000000008 2022.5000000000002 1935.1350000000002 1182.8200000000004 42.070177500000007 1136.6981000000003 3.1710000000000007 0 832.05000000000007 1 1892.2623000000001 92.623500000000021 2693.9010000000007 3.4817000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 left_child=2 7 8 5 -5 6 24 -2 13 12 -11 -12 -10 17 15 16 -15 21 20 -20 -19 23 -23 -1 -4 right_child=1 -3 3 4 -6 -7 -8 -9 9 10 11 -13 -14 14 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 leaf_value=-0.0052713264926286607 -1.4613755577802658 -7.6781321903537298 -0.79880935788154606 21.966282307884907 -1.8762745301619819 -6.2145560557266766 3.9846684710184737 2.4293143615722657 3.3568982260567801 -9.0769939422607422 1.8963451108932494 -1.8510027696813145 0.62802405751984691 -0.19830572522919754 3.9448391142199113 -2.5808514007568357 2.6912075297037763 0.22261069208143028 -0.026847940334023993 -2.8094575113408706 0.024204267259515633 -0.49935214704275133 5.6728451790809631 -1.237907694544111 -1.4689952246348061 leaf_weight=314079 24 34 32 22 23 29 36 20 28 24 20 30 29 87 31 25 30 8969 22581 34 17004 65 20 35 21 leaf_count=314079 24 34 32 22 23 29 36 20 28 24 20 30 29 87 31 25 30 8969 22581 34 17004 65 20 35 21 internal_value=0 -3.17363 0.00119983 2.12834 9.78009 -0.789702 0.977947 0.30712 0.000244909 -0.940803 -3.18177 -0.352064 1.96852 0.000584554 0.700881 -0.00730745 0.542595 0.000250608 0.0351704 -0.0310177 0.0927773 -0.00514941 0.95293 -0.00540867 -1.06435 internal_weight=0 78 363254 163 45 118 89 44 363091 131 74 50 57 362960 173 142 117 362787 48588 22615 25973 314199 85 314114 53 internal_count=363332 78 363254 163 45 118 89 44 363091 131 74 50 57 362960 173 142 117 362787 48588 22615 25973 314199 85 314114 53 cat_boundaries=0 7 8 cat_threshold=145065476 134480416 202375504 4259841 4199296 2242 128 54 is_linear=0 shrinkage=0.01 Tree=550 num_leaves=19 num_cat=0 split_feature=19 15 13 7 9 3 6 1 3 13 0 1 10 8 5 8 10 26 split_gain=3.78365e+06 8.39188e+06 7.97752e+06 2.48741e+07 1.02947e+07 2.18719e+07 4.36963e+06 2.27454e+07 7.06893e+06 2.45035e+07 3.89212e+06 8.61288e+06 3.34623e+06 2.77705e+06 2.07084e+06 1.67604e+06 1.15688e+06 427725 threshold=3260.8512500000006 1582.5954300000001 3214.9168000000004 1306.1250000000002 2854.0889000000006 1890.7105500000002 2976.3936000000008 1461.4925000000003 2725.8677800000005 174.88700000000003 2778.6210000000005 555.56875000000014 941.87500000000011 249.69280000000003 772.27550000000008 271.4876000000001 1935.1350000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 15 6 14 8 12 10 13 16 -12 17 -10 -6 -4 -1 -8 right_child=1 -3 3 -5 5 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.00057132349104941651 -0.87838411762164181 7.7376371650695797 -1.1894414914151032 -11.907865892078567 1.8347916793823242 11.806082332445229 0.19217673070430757 -11.063655416315253 1.247643214615298 12.545233145713805 0.42753098275926377 -4.9750690944910048 4.0026673488616948 -2.9709560811519622 -1.8986146396398544 2.5102377975463868 0.90221669872042154 -1.5788831070462863 leaf_weight=362292 26 20 24 23 39 23 25 22 71 20 72 50 20 20 24 25 142 30 leaf_count=362292 26 20 24 23 39 23 25 22 71 20 72 50 20 20 24 25 142 30 internal_value=0 2.86771 -0.000454161 -3.32877 0.000206274 3.45965 -0.000613852 -2.12277 -4.62523e-05 2.52314 -0.000818749 -1.78665 0.499884 0.320479 0.412542 0.69815 -0.000217615 -0.773856 internal_weight=0 46 362922 72 362850 86 362764 97 362667 111 362556 122 75 91 63 49 362434 55 internal_count=362968 46 362922 72 362850 86 362764 97 362667 111 362556 122 75 91 63 49 362434 55 is_linear=0 shrinkage=0.01 Tree=551 num_leaves=20 num_cat=0 split_feature=19 17 13 7 9 4 8 6 4 3 13 10 7 1 3 8 10 1 26 split_gain=3.70836e+06 8.2317e+06 7.81877e+06 2.43791e+07 1.00898e+07 3.82723e+07 4.62047e+06 4.28267e+06 2.23387e+07 6.92826e+06 2.40159e+07 3.69939e+06 2.76612e+06 2.25253e+06 3.47125e+06 1.64268e+06 1.2289e+06 600213 531948 threshold=3260.8512500000006 1179.9325000000001 3214.9168000000004 1306.1250000000002 2854.0889000000006 1888.1190000000004 1350.3896175000002 2976.3936000000008 1888.1190000000004 2725.8677800000005 174.88700000000003 941.87500000000011 112.55400000000002 2781.5828000000006 1118.1025000000002 271.4876000000001 1935.1350000000002 13.612000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 15 7 6 17 9 11 13 12 18 -11 16 -15 -4 -1 -6 -9 right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=-0.00071108489431964759 -1.0380509598851204 7.4546132877894813 -1.1775470915436745 -11.788786976337432 0.49556771791898285 15.543592430114746 -4.2599155161380775 0.1815407016992569 -10.962136920582164 -0.84503966278500031 12.419780937194824 4.0589663841610868 2.9324786225387025 -0.41293621165082628 -4.3051631908416752 2.4851353412628177 0.92327185971869374 2.7998204078674314 -1.8089601505624837 leaf_weight=362285 25 21 24 23 26 20 20 25 22 63 20 21 28 97 30 25 144 20 29 leaf_count=362285 25 21 24 23 26 20 20 25 22 63 20 21 28 97 30 25 144 20 29 internal_value=0 2.83903 -0.000449619 -3.29548 0.000204212 3.42505 -0.247229 -0.000607713 -2.10155 -4.57897e-05 2.49791 0.49756 0.317274 -0.000810562 -1.33236 0.691168 -0.000343969 1.49742 -0.887432 internal_weight=0 46 362922 72 362850 86 66 362764 97 362667 111 75 91 362556 127 49 362429 46 54 internal_count=362968 46 362922 72 362850 86 66 362764 97 362667 111 75 91 362556 127 49 362429 46 54 is_linear=0 shrinkage=0.01 Tree=552 num_leaves=21 num_cat=0 split_feature=19 15 13 7 3 12 4 2 6 8 5 13 10 5 3 5 2 2 2 7 split_gain=3.63456e+06 8.14006e+06 7.66318e+06 2.38939e+07 8.92381e+06 5.56531e+07 2.09636e+07 6.81053e+06 2.6514e+06 1.60999e+06 1.21289e+06 1.65941e+06 1.46829e+06 2.79849e+06 1.32952e+06 981172 3.55017e+06 1.44881e+06 845384 411138 threshold=3260.8512500000006 1582.5954300000001 3214.9168000000004 1306.1250000000002 2725.8677800000005 85.709000000000017 2693.9010000000007 1468.575 141.02500000000003 271.4876000000001 2871.8940000000007 270.01250000000005 1935.1350000000002 1146.4585000000004 888.08100000000013 1146.4585000000004 2682.0900000000006 624.21400000000006 234.80250000000004 11.862100000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 9 10 6 7 8 -6 -4 12 18 15 14 -14 17 -17 -1 19 -12 right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 -21 leaf_value=-0.0016586892428239869 -0.87881821960210804 7.6069462585449221 -1.1657716250419616 -11.670899530130885 0.87101123277531123 12.884521499683984 -9.6496070646203087 5.8982925131104205 -3.4639315487089615 2.4602840713500975 -0.25719371643066408 -3.2852904257350239 -0.19939625398168023 3.5481530458276924 2.3642647735595701 -0.26420677124729186 -4.4589969090053012 0.29374186493891874 1.2446100085714589 -2.1807951641082766 leaf_weight=360242 26 20 24 23 43 38 23 22 21 25 25 26 106 33 25 514 21 1668 23 20 leaf_count=360242 26 20 24 23 43 38 23 22 21 25 25 26 106 33 25 514 21 1668 23 20 internal_value=0 2.81064 -0.000445123 -3.26253 0.00020217 2.46357 -1.16943 1.09853 -0.551392 0.684257 -0.000796208 -1.13657 -0.000501779 0.945486 0.289852 -0.000929822 -0.428862 -0.000297223 -0.314996 -1.11213 internal_weight=0 46 362922 72 362850 147 109 86 64 49 362703 94 362609 164 131 362445 535 361910 68 45 internal_count=362968 46 362922 72 362850 147 109 86 64 49 362703 94 362609 164 131 362445 535 361910 68 45 is_linear=0 shrinkage=0.01 Tree=553 num_leaves=22 num_cat=0 split_feature=19 17 15 6 3 12 4 2 0 1 2 10 6 11 6 9 10 16 15 26 2 split_gain=3.56224e+06 7.98435e+06 5.59387e+06 1.57146e+07 6.97462e+06 4.76145e+07 2.02773e+07 5.82122e+06 2.86634e+06 8.83383e+06 1.31657e+07 8.81103e+06 2.59863e+06 1.91095e+06 1.13406e+06 1.67698e+06 1.59491e+06 2.99052e+06 972348 629408 364622 threshold=3260.8512500000006 1179.9325000000001 2869.3449000000005 1529.30718 2725.8677800000005 85.709000000000017 2693.9010000000007 1468.575 2778.6210000000005 555.56875000000014 26.254000000000001 312.03250000000008 141.02500000000003 1085.4300000000001 2976.3936000000008 213.86000000000004 1935.1350000000002 1078.6845000000003 933.03750000000002 2022.5000000000002 32.65484 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 13 8 6 7 12 14 10 19 -11 -6 -4 16 20 18 -18 -1 -10 -16 right_child=1 -3 3 -5 5 -7 -8 -9 9 11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 leaf_value=0.00011181226360245367 -1.035853754901886 7.3282428632463725 -1.396432986981941 -10.321242970466615 0.86230108593785493 11.657032295862834 -9.5531103117569636 5.3197266249034714 -3.5896505371093754 -7.552540710176741 6.2018411479677473 0.52362822120839903 -3.4292921852213993 2.5209012703895572 -0.76363906873597043 -2.8754164402011564 0.45118312898804164 4.4251211161166433 -0.51417771478790952 -1.20959397315979 0.97066948142918674 leaf_weight=361961 25 21 33 20 43 39 23 23 25 35 28 22 21 20 27 34 136 22 368 20 22 leaf_count=361961 25 21 33 20 43 39 23 23 25 35 28 22 21 20 27 34 136 22 368 20 22 internal_value=0 2.78254 -0.000440672 -2.76834 0.000116191 2.16322 -1.20276 1.0048 -0.00077243 -1.48539 0.81806 -4.43542 -0.545878 0.0818064 -0.000240119 -1.16901 2.74985e-05 1.00452 -0.000410527 -2.53185 0.0150301 internal_weight=0 46 362922 73 362849 149 110 87 362700 130 73 57 64 53 362570 83 362487 158 362329 45 49 internal_count=362968 46 362922 73 362849 149 110 87 362700 130 73 57 64 53 362570 83 362487 158 362329 45 49 is_linear=0 shrinkage=0.01 Tree=554 num_leaves=20 num_cat=0 split_feature=19 15 13 7 9 4 8 6 1 10 4 13 0 0 2 10 8 1 0 split_gain=3.49135e+06 7.8958e+06 7.47673e+06 2.32718e+07 9.79519e+06 3.75783e+07 4.57515e+06 4.11734e+06 2.17024e+07 3.20412e+06 3.11466e+06 1.98937e+07 3.94549e+06 1.80628e+06 8.86196e+06 1.60643e+06 1.57846e+06 573655 423310 threshold=3260.8512500000006 1582.5954300000001 3214.9168000000004 1306.1250000000002 2854.0889000000006 1888.1190000000004 1350.3896175000002 2976.3936000000008 1461.4925000000003 941.87500000000011 2693.9010000000007 312.11975000000007 1117.6621800000003 2778.6210000000005 26.254000000000001 3056.7500000000005 271.4876000000001 13.612000000000002 17.804000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 16 7 6 17 10 9 18 13 12 -12 15 -15 -1 -4 -6 -9 right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=-0.00040869604878776322 -0.87897325167289153 7.4785046119689946 -1.1593504248062769 -11.520765755694844 0.49247435202965373 15.382833919525147 -4.2571194489002231 0.026754719288118425 -10.794056496186691 3.9288335399627687 1.0497216463158838 9.9707643678913946 -3.2508003447949889 -4.3250165081941168 1.1948969484098029 1.8891112141079374 2.431016403198242 2.7451702623367313 -1.7422304371992747 leaf_weight=362385 26 20 24 23 26 20 20 31 22 20 64 23 32 52 66 45 25 20 24 leaf_count=362385 26 20 24 23 26 20 20 31 22 20 64 23 32 52 66 45 25 20 24 internal_value=0 2.75471 -0.000436265 -3.22259 0.000203105 3.37467 -0.264161 -0.000596877 -2.06058 0.501234 -4.59066e-05 1.61751 -0.383786 -0.000576842 -1.23761 -0.00017409 0.672469 1.47191 -0.745166 internal_weight=0 46 362922 72 362850 86 66 362764 97 75 362667 119 96 362548 118 362430 49 46 55 internal_count=362968 46 362922 72 362850 86 66 362764 97 75 362667 119 96 362548 118 362430 49 46 55 is_linear=0 shrinkage=0.01 Tree=555 num_leaves=30 num_cat=1 split_feature=0 9 7 12 8 3 1 2 0 24 5 18 7 7 7 13 3 2 11 3 8 4 0 1 5 3 1 10 7 split_gain=3.00603e+06 1.72514e+07 6.87404e+07 3.22136e+07 1.43807e+07 1.3791e+07 7.36111e+06 3.03008e+06 2.41317e+06 4.75964e+06 3.49148e+06 2.32923e+07 7.35379e+06 4.83665e+06 8.88883e+06 3.4765e+06 3.3415e+06 3.22181e+06 3.09089e+06 1.89117e+06 1.39854e+06 3.61398e+06 5.2189e+06 1.67124e+06 998406 901371 816035 740489 674622 threshold=2778.6210000000005 148.55550000000002 135.58212499999999 83.901250000000019 1973.6620000000003 6.6625000000000005 31.194500000000001 1468.575 1884.2950000000003 0 1908.1960000000001 313.78700000000003 1941.9625000000003 548.03450000000009 998.30500000000018 303.28500000000003 358.01332900000006 1827.1555000000001 3182.0603000000006 17.809616500000004 1148.5039000000004 1292.0010000000002 1275.1415000000002 367.00000000000006 442.11875000000003 748.6165000000002 631.04475000000014 3056.7500000000005 1131.6606400000003 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 5 -3 -5 6 -2 -7 10 15 18 12 13 25 -15 16 -10 24 20 -20 27 22 -22 -23 26 -12 -11 28 -1 right_child=1 3 -4 4 -6 7 -8 -9 9 17 11 -13 -14 14 -16 -17 -18 -19 19 -21 21 23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.00024365759278423296 0.98950006845046068 -13.541057720184327 20.399529041290286 -3.5772365489959719 7.5083227573741569 -1.6927179996172586 8.1886823501586914 -6.9629897422790537 -0.47009315822182629 -1.5553900358790445 0.075214273811566951 9.9590451364163997 -5.2579520150889518 7.7792169698079432 -0.51431178748607631 -3.1381642208099367 3.6186656245207178 -5.9718012337062669 -0.71636529126470649 -4.5863298897121263 0.61127343450986504 -0.045814110438028972 5.5114903856360398 -3.2283768856164183 0.2043729877471924 -2.1585246658325197 -3.9696849132719496 -1.5214903330802918 -0.39335016390052413 leaf_weight=361929 49 20 20 25 22 24 20 20 41 42 101 27 23 24 28 20 39 23 28 23 395 33 23 33 20 22 21 32 436 leaf_count=361929 49 20 20 25 22 24 20 20 41 42 101 27 23 24 28 20 39 23 28 23 395 33 23 33 20 22 21 32 436 internal_value=0 1.22648 3.31101 -2.91148 1.61175 0.286497 3.07622 -4.0883 0.000165486 -1.08186 0.000779262 1.24609 0.057963 0.756626 3.31347 0.53719 1.52318 -2.43064 7.22878e-06 -2.46164 0.000353194 0.537539 0.880903 -1.6371 -1.7422 -0.324316 -2.36015 -0.000364246 -0.000229917 internal_weight=0 200 133 67 47 113 69 44 363363 206 363157 225 198 175 52 100 80 106 362932 51 362881 484 418 66 83 123 63 362397 362365 internal_count=363563 200 133 67 47 113 69 44 363363 206 363157 225 198 175 52 100 80 106 362932 51 362881 484 418 66 83 123 63 362397 362365 cat_boundaries=0 1 cat_threshold=2247 is_linear=0 shrinkage=0.01 Tree=556 num_leaves=31 num_cat=1 split_feature=25 1 1 6 6 16 0 1 0 0 0 0 5 18 3 3 12 6 15 2 15 0 11 9 3 1 2 11 0 11 split_gain=2.97094e+06 2.16049e+08 3.31511e+07 7.11029e+07 1.34073e+07 3.70133e+07 2.94098e+07 3.41493e+06 6.87112e+06 6.09889e+06 4.2837e+06 2.50408e+06 2.25012e+06 1.46576e+07 4.48044e+06 5.08833e+06 1.43907e+06 1.40618e+06 2.0198e+06 1.24414e+06 737479 2.58712e+06 1.05602e+06 1.85359e+06 727781 725485 673277 637570 225308 86567.4 threshold=0 2781.5828000000006 2781.5828000000006 2976.3936000000008 270.75475000000006 44.658000000000008 1117.6621800000003 585.22500000000014 992.19979999999998 1275.1415000000002 635.46050000000014 22.611000000000004 1908.1960000000001 313.78700000000003 2725.8677800000005 1282.3492500000004 3113.0710000000004 1324.2200000000003 752.68275000000017 1271.7445000000002 1947.7010000000002 70.708500000000001 1670.1750000000002 1022.5259020000002 453.37980000000005 1256.4300000000001 14.222000000000001 382.05000000000001 214.35000000000002 15.5815 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 12 4 6 -6 11 8 17 10 25 -4 16 14 15 19 20 18 24 -14 22 29 26 -24 -1 28 -2 -18 -9 -22 right_child=2 -3 3 -5 5 -7 -8 9 -10 -11 -12 -13 13 -15 -16 -17 27 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.007458892180655893 -0.0042351675997364157 25.762036496942692 2.1112171520851555 -21.290467167767613 11.044313213825227 -7.1346784973144537 -11.772578479051591 -1.7446931743621827 4.2569953593229641 -5.9400770392784707 3.2799439421944001 -2.271409121426669 0.074818894574719089 7.2684918171167379 -4.3956337661970233 4.1677833101826334 -0.68425585730096194 -2.5496101724533808 3.0655573307384145 -2.612937835693359 -0.076614939781927294 2.9470277891932306 -0.17864055350422858 -2.6467970193304668 1.0128437214427524 -3.2894804128011068 0.043599967399400377 -2.9775974910909482 -0.24366787815093993 -0.8511273228680647 leaf_weight=2409 327848 33 32 22 24 21 32 20 39 26 23 22 124 32 21 31 27 21 22 20 31 37 118 41 72 21 32325 22 20 27 leaf_count=2409 327848 33 32 22 24 21 32 20 39 26 23 22 124 32 21 31 27 21 22 20 31 37 118 41 72 21 32325 22 20 27 internal_value=0 0.33033 -0.00164826 -4.65549 -1.86183 2.56078 -4.17598 0.0175944 0.0916424 -1.70772 -0.39771 0.325703 0.000325711 0.993436 -0.0310625 0.492686 -0.000302428 0.0272808 0.0489007 -0.298481 -6.94621e-05 0.88089 -0.000301723 -0.815083 0.0221509 -1.78437 5.79658e-05 -1.71392 -0.994181 -0.437164 internal_weight=0 2706 360857 153 131 45 86 2673 2563 110 84 54 360704 228 196 175 360476 2524 2503 144 360427 95 360332 159 2481 61 360173 49 40 58 internal_count=363563 2706 360857 153 131 45 86 2673 2563 110 84 54 360704 228 196 175 360476 2524 2503 144 360427 95 360332 159 2481 61 360173 49 40 58 cat_boundaries=0 6 cat_threshold=1048576 0 0 0 128 16384 is_linear=0 shrinkage=0.01 Tree=557 num_leaves=35 num_cat=2 split_feature=25 1 1 6 4 3 1 2 13 5 2 3 5 17 15 14 6 3 13 2 4 14 2 14 13 2 2 25 23 2 5 10 10 3 split_gain=2.91182e+06 2.1175e+08 3.24914e+07 6.9688e+07 2.10186e+07 2.26193e+07 3.34697e+06 5.75938e+06 3.6381e+06 3.16422e+06 2.37515e+06 5.4662e+06 2.20534e+06 1.09234e+07 2.3107e+07 5.25752e+06 7.49134e+06 5.19589e+06 1.89397e+06 1.57659e+06 1.14996e+06 2.29823e+06 3.35937e+06 1.11673e+06 976057 778303 700151 5.17753e+06 934288 660372 2.23031e+06 829263 240585 59080.1 threshold=0 2781.5828000000006 2781.5828000000006 2976.3936000000008 1888.1190000000004 1493.1141200000004 585.22500000000014 72.651050000000012 1063.1169900000002 14.954500000000001 784.03650000000005 7.2935000000000008 1908.1960000000001 77.272500000000008 658.42365500000005 540.92153100000007 1136.6981000000003 1118.1025000000002 430.86300000000011 1468.575 2693.9010000000007 118.98325000000003 193.49000000000004 483.75000000000006 2172.3225000000007 522.27250000000015 14.222000000000001 1 509.98160000000001 486.17193650000007 20.172300000000003 724.82817100000011 262.77300000000008 22.556750000000005 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 6 12 4 5 10 8 -8 23 -9 11 -4 20 15 -15 16 17 -14 -11 -18 24 22 33 29 26 32 28 -28 -2 31 -31 -1 -26 -22 right_child=2 -3 3 -5 -6 -7 7 9 -10 18 -12 -13 13 14 -16 -17 19 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 30 -32 -33 -34 -35 leaf_value=0.035850827788237068 -0.0044702908073816052 25.50441601608739 -2.4153031276861827 -21.077562726627697 6.8366749440068784 -13.006586329142253 1.9621398851948399 -6.0653656742095947 4.1397857496955179 -0.32591877769021432 -4.2833649904077706 3.8678588523864743 -0.31422628886491349 13.350676429748535 -1.6682477587745304 4.5505831926519225 -2.3626068360464916 5.2556942474842074 -4.2041032450199127 -6.2375481846786682 -0.12365942084270976 1.6438680666143244 -5.2737178854508828 -1.6930700288878546 -0.091023415378902281 -2.7154210208711169 1.0492418177753391 0.028670594667671728 0.85004549676552421 2.9333566607850972 -0.62020006681743423 2.0316555468241373 -1.280168362679305 -0.86680871582031249 leaf_weight=2413 327785 33 45 22 23 21 31 25 22 34 22 20 103 20 21 22 21 20 20 21 23 22 22 36 46 21 495 31887 128 33 38 21 27 20 leaf_count=2413 327785 33 45 22 23 21 31 25 22 34 22 20 103 20 21 22 21 20 20 21 23 22 22 36 46 21 495 31887 128 33 38 21 27 20 internal_value=0 0.327027 -0.00163178 -4.60893 -1.84321 -3.6917 0.0174185 -1.69065 0.090726 -3.12402 -1.44328 -0.482023 0.000322454 0.983502 5.65806 -0.0414003 -0.653665 0.591452 -1.76228 -4.30008 -0.000299404 -1.14985 -2.09542 0.0556692 -2.18953e-05 -1.01889 0.000243924 0.0446042 -0.00413673 0.0808008 1.03145 0.0530702 -0.530844 -0.46931 internal_weight=0 2706 360857 153 131 108 2673 110 2563 79 87 65 360704 228 41 187 165 123 54 42 360476 87 65 2541 360389 94 360295 32382 327913 2505 71 2434 73 43 internal_count=363563 2706 360857 153 131 108 2673 110 2563 79 87 65 360704 228 41 187 165 123 54 42 360476 87 65 2541 360389 94 360295 32382 327913 2505 71 2434 73 43 cat_boundaries=0 6 11 cat_threshold=1048576 0 0 0 128 16384 2155874304 0 0 278528 8389120 is_linear=0 shrinkage=0.01 Tree=558 num_leaves=30 num_cat=1 split_feature=25 1 1 6 4 3 0 4 1 0 0 0 12 6 3 4 6 2 7 6 8 13 14 3 2 10 1 0 10 split_gain=2.85387e+06 2.07536e+08 3.18448e+07 6.83012e+07 2.06003e+07 2.21692e+07 9.49636e+06 4.15364e+06 3.28036e+06 6.73163e+06 5.9481e+06 4.18307e+06 2.21868e+06 4.01862e+06 2.12947e+07 2.11458e+06 3.35612e+06 1.79948e+06 1.73315e+06 1.38184e+06 1.51059e+06 1.65239e+06 1.22533e+06 8.84554e+06 1.14935e+06 1.04935e+06 711652 223216 123369 threshold=0 2781.5828000000006 2781.5828000000006 2976.3936000000008 1888.1190000000004 1493.1141200000004 137.52300000000002 119.57250000000001 585.22500000000014 992.19979999999998 1275.1415000000002 635.46050000000014 3113.0710000000004 2976.3936000000008 1493.1141200000004 2693.9010000000007 747.89455000000009 77.787300000000016 6.7815000000000003 1324.2200000000003 1017.6571000000002 855.90750000000014 1182.8200000000004 1493.1141200000004 184.07250000000002 3056.7500000000005 1256.4300000000001 214.35000000000002 6.4063500000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 12 4 5 6 -4 -8 9 19 11 26 13 15 17 22 18 -15 -17 20 21 -1 25 -24 28 -2 27 -10 -14 right_child=2 -3 3 -5 -6 -7 7 -9 10 -11 -12 -13 24 14 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=3.3650149740112079e-05 0.00016216506806397503 25.249371990001563 2.5981974579947336 -20.866787308779632 6.7683076443879502 -12.876520437513079 -6.4655317934097791 -0.7054890941438221 -1.7146991519927981 4.2126762376687461 -5.8534477116511416 3.2541809135934581 -0.26802377457916737 0.89275778939647055 11.173115139007569 -1.3382657276771286 -4.3296158591632183 -2.6045968696049284 2.2120457475781441 -2.5283847663516092 2.5985145220549208 2.817074610392253 0.088763327083327404 5.8867344599756697 -3.5914787356058757 -1.8107784235477449 -3.240990466163272 -0.22065653443336486 -1.3787387910485267 leaf_weight=2459 360123 33 35 22 23 21 31 21 20 39 26 23 20 31 20 44 29 28 20 21 23 21 284 29 24 32 21 20 20 leaf_count=2459 360123 33 35 22 23 21 31 21 20 39 26 23 20 31 20 44 29 28 20 21 23 21 284 29 24 32 21 20 20 internal_value=0 0.323757 -0.00161517 -4.56284 -1.82478 -3.65478 -1.42885 -4.13936 0.0172443 0.0898187 -1.67374 -0.380021 0.000319529 0.000649917 2.25581 0.000155804 -1.50754 -0.767004 -0.228793 0.0261137 0.0475458 0.0238876 0.000544788 0.625956 -1.86142 1.26185e-06 -1.75029 -0.967678 -0.823381 internal_weight=0 2706 360857 153 131 108 87 52 2673 2563 110 84 360704 360640 79 360561 93 59 64 2524 2503 2480 360468 313 64 360155 61 40 40 internal_count=363563 2706 360857 153 131 108 87 52 2673 2563 110 84 360704 360640 79 360561 93 59 64 2524 2503 2480 360468 313 64 360155 61 40 40 cat_boundaries=0 6 cat_threshold=1048576 0 0 0 128 16384 is_linear=0 shrinkage=0.01 Tree=559 num_leaves=32 num_cat=2 split_feature=25 1 1 6 4 0 4 1 0 0 0 12 6 4 2 4 6 24 26 0 15 7 13 14 7 6 1 26 14 0 8 split_gain=2.79707e+06 2.03406e+08 3.12111e+07 6.6942e+07 2.01904e+07 2.1842e+07 1.65552e+07 3.21509e+06 6.59767e+06 5.82974e+06 4.09983e+06 2.17452e+06 3.93865e+06 2.09882e+07 2.40452e+06 2.0725e+06 3.28933e+06 1.88959e+06 2.78534e+06 1.81984e+06 1.78736e+06 1.69866e+06 1.25819e+06 1.20094e+06 4.93477e+06 1.11192e+06 697490 634677 226226 218774 84397.5 threshold=0 2781.5828000000006 2781.5828000000006 2976.3936000000008 1888.1190000000004 1117.6621800000003 119.57250000000001 585.22500000000014 992.19979999999998 1275.1415000000002 635.46050000000014 3113.0710000000004 2976.3936000000008 1116.5450000000003 55.453750000000007 2693.9010000000007 747.89455000000009 1 2022.5000000000002 22.611000000000004 1582.5954300000001 6.7815000000000003 1063.1169900000002 1182.8200000000004 1538.3385000000001 1136.6981000000003 1256.4300000000001 2022.5000000000002 52.658513000000006 214.35000000000002 21.849000000000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 11 4 5 19 -7 8 17 10 26 12 15 14 -14 23 21 18 -1 -4 28 -17 25 27 -25 -19 29 -2 -13 -9 -20 right_child=2 -3 3 -5 -6 6 -8 9 -10 -11 -12 20 13 -15 -16 16 -18 22 30 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 leaf_value=2.1861660509693381 0.013241742246047889 24.99687816619873 1.6945515022558326 -20.658118917291812 6.7006248656563141 -15.46137195405506 -3.1807785208328911 -1.6975520973205569 4.1705492878571535 -5.7949132244403545 3.221638945496601 -1.35131773147894 0.92940358704534076 10.275987294964168 -3.2175335742809152 -1.3248830874061042 -4.2863197523972083 -0.061372579448237312 -0.21557926177978515 -1.6845879383087157 -4.2341395650591167 2.1899253470897673 2.376855915614537 0.22612964758015516 4.6256390566059524 -2.429631425857544 -3.2085805674961638 -0.013308169900001016 0.10289017806947232 -0.21844995367527009 0.49723721551895139 leaf_weight=98 180545 33 34 22 23 21 23 20 39 26 23 23 29 23 27 44 29 2267 98 30 21 20 21 285 28 20 21 179610 20 20 20 leaf_count=98 180545 33 34 22 23 21 23 20 39 26 23 23 29 23 27 44 29 2267 98 30 21 20 21 285 28 20 21 179610 20 20 20 internal_value=0 0.320519 -0.00159901 -4.51721 -1.80653 -3.61824 -9.04197 0.0170719 0.0889206 -1.657 -0.376221 0.000316333 0.000643418 2.23325 -1.07001 0.000154246 -1.49247 0.0258526 0.898506 0.11058 -1.8428 -0.226505 -0.0594522 0.00053934 0.619696 -0.0820832 -1.73279 1.24935e-06 -0.674942 -0.958001 -0.0947629 internal_weight=0 2706 360857 153 131 108 44 2673 2563 110 84 360704 360640 79 56 360561 93 2524 216 64 64 64 2308 360468 313 2287 61 360155 43 40 118 internal_count=363563 2706 360857 153 131 108 44 2673 2563 110 84 360704 360640 79 56 360561 93 2524 216 64 64 64 2308 360468 313 2287 61 360155 43 40 118 cat_boundaries=0 6 7 cat_threshold=1048576 0 0 0 128 16384 1 is_linear=0 shrinkage=0.01 Tree=560 num_leaves=23 num_cat=0 split_feature=9 3 0 3 1 8 4 6 6 5 3 19 19 16 1 0 5 5 1 11 4 9 split_gain=8.63132e+06 1.29804e+07 2.90842e+06 3.52312e+07 8.38631e+06 5.41944e+06 7.5674e+06 3.11616e+06 2.1064e+06 1.80924e+06 4.57089e+06 1.395e+06 1.65431e+06 6.29906e+06 1.49897e+06 1.38471e+06 1.13605e+06 876201 419774 359441 354696 266652 threshold=2854.0889000000006 2725.8677800000005 2778.6210000000005 2725.8677800000005 555.56875000000014 2971.7767500000004 1292.0010000000002 1136.6981000000003 113.74050000000001 2871.8940000000007 1282.3492500000004 1916.2125000000003 430.74300000000011 1188.6000000000001 279.9935000000001 992.19979999999998 1561.8224400000001 94.810500000000005 13.612000000000002 17.816616500000006 398.46248000000008 135.22032050000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 16 5 4 8 9 21 17 -4 11 20 12 15 -14 19 -1 18 -6 -2 -13 -11 -7 right_child=1 -3 3 -5 7 6 -8 -9 -10 10 -12 14 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.0020443385556262921 1.2404635722820576 -7.8150491289411272 0.57100786892872946 12.013643321990967 -6.1509302155867864 0.070879316647847496 -7.3063097270329802 -0.1205290210814703 4.3133093734014603 -0.6764736194868346 4.9540609654096457 0.12480654120445252 0.22047135631004011 3.9194302522659301 -3.6732680225372314 -0.40395867636183946 -2.1565941211155484 -3.3256952703566776 -0.53977164851294623 -1.3711540259986088 0.92692630941217602 -1.3432946602503457 leaf_weight=360936 26 35 53 26 23 30 24 21 21 37 26 36 581 50 20 842 28 21 27 29 22 24 leaf_count=360936 26 35 53 26 23 30 24 21 21 37 26 36 581 50 20 842 28 21 27 29 22 24 internal_value=0 -2.72615 0.00207025 1.32943 -0.669059 0.00146633 -2.63416 -3.28988 1.63301 0.00203332 1.46081 0.00169126 0.00199169 0.513574 -1.27924 0.00109941 -0.52724 -4.80252 0.333551 -0.542622 -0.0785957 -0.557642 internal_weight=0 116 362822 165 139 362657 78 65 74 362579 85 362494 362409 631 85 361778 81 44 53 65 59 54 internal_count=362938 116 362822 165 139 362657 78 65 74 362579 85 362494 362409 631 85 361778 81 44 53 65 59 54 is_linear=0 shrinkage=0.01 Tree=561 num_leaves=24 num_cat=0 split_feature=8 12 4 12 2 2 1 4 5 0 1 0 3 11 5 10 12 13 0 20 26 8 10 split_gain=6.20669e+06 8.8002e+06 1.99987e+07 5.43499e+06 1.13467e+07 7.37863e+06 3.5055e+07 6.88558e+06 4.45263e+06 3.42938e+06 3.20767e+06 6.03491e+06 7.84797e+06 2.95426e+06 1.56184e+06 4.03519e+06 4.7566e+06 1.78792e+06 1.64178e+06 5.97863e+06 1.18256e+06 985180 397337 threshold=2971.7767500000004 2107.0655000000002 2693.9010000000007 3113.0710000000004 486.17193650000007 2682.0900000000006 2781.5828000000006 1888.1190000000004 384.24423250000001 635.46050000000014 2781.5828000000006 1275.1415000000002 511.93300000000005 871.08830000000023 553.36150000000009 1935.1350000000002 556.80950000000018 4.7600710000000017 992.19979999999998 271.06650000000008 2022.5000000000002 487.53114000000005 26.254000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 13 5 -5 10 7 8 9 -7 14 12 20 22 18 17 -17 -16 21 -20 -12 -1 -2 right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 leaf_value=0.00043257000949909217 0.94091277885437008 2.0506608099095964 -12.724509674072266 0.46217390418983995 -9.1394757995605467 0.74130134073893228 11.321254919803506 -5.3958942793445157 -2.4395227849894559 5.7180219750404353 -3.9018019640964012 -4.9289913852591267 4.6888672510782881 -4.4375030889965243 0.42624665801562811 6.858106950759888 0.64140675485134124 -0.2240602076363376 -0.66356476994898683 3.8959306945800778 -0.90910346623389959 0.26969480026644432 -0.92494679314749573 leaf_weight=358459 25 34 20 32 20 45 33 22 29 20 23 38 24 21 1265 20 32 635 695 30 31 1364 21 leaf_count=358459 25 34 20 32 20 45 33 22 29 20 23 38 24 21 1265 20 32 635 695 30 31 1364 21 internal_value=0 -2.26328 -3.94918 0.00194149 -3.23077 0.00240488 2.22728 -0.3598 0.81886 2.2726 0.00149067 -1.66114 -0.0691133 -1.32968 0.00202271 0.284124 3.03245 0.208907 0.00049542 -0.474896 -2.18377 0.00145328 0.0891073 internal_weight=0 121 87 362817 52 362765 149 116 94 65 362616 116 78 67 362500 1952 52 1900 360548 725 54 359823 46 internal_count=362938 121 87 362817 52 362765 149 116 94 65 362616 116 78 67 362500 1952 52 1900 360548 725 54 359823 46 is_linear=0 shrinkage=0.01 Tree=562 num_leaves=29 num_cat=2 split_feature=9 3 2 0 3 10 0 0 24 0 6 0 3 5 12 5 10 9 2 26 18 5 3 18 19 2 24 0 split_gain=8.36951e+06 1.26428e+07 4.21698e+06 2.69906e+07 1.12496e+07 5.44012e+06 1.31512e+07 2.04369e+06 3.34079e+06 6.82947e+06 1.21136e+07 6.11385e+06 1.13923e+07 7.78377e+06 3.49044e+06 2.12415e+06 1.93892e+06 4.85588e+06 1.46267e+06 1.37491e+06 1.21492e+06 814728 1.97425e+06 1.91466e+06 640620 1.32827e+06 560612 455446 threshold=2854.0889000000006 2725.8677800000005 2682.0900000000006 2778.6210000000005 1890.7105500000002 397.30250000000007 392.93750000000006 992.19979999999998 0 2778.6210000000005 16.572500000000002 2778.6210000000005 128.84440000000004 1908.1960000000001 1017.6685000000001 1312.9050000000002 3056.7500000000005 148.55550000000002 1271.7445000000002 2022.5000000000002 576.00000000000011 155.08350000000004 2725.8677800000005 2222.2060000000006 373.52375000000006 267.68250000000006 1 220.66925950000004 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=2 18 7 4 5 6 19 16 11 15 -11 13 -13 14 -9 20 21 -18 27 -4 -10 24 23 -23 26 -26 -1 -2 right_child=1 -3 3 -5 -6 -7 -8 8 9 10 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 leaf_value=0.021336671734240819 -0.32297436151749048 -7.7067783595493857 1.7162951782226563 10.008105597188397 -6.2533217767568736 -2.2236859430986291 9.5285648612976068 -0.84331655418008999 -0.46744179658127161 -7.2414190079445069 0.88422790408134466 8.9061866309426048 -0.18080526506578601 5.531537642912431 3.1800561390752375 -2.8398163233576592 -0.93097196539243054 5.7407734928131111 -2.7149841100519354 -1.5101591627938407 1.8911258926598922 0.10834074371021396 -2.4973014800301914 3.1321993943623134 0.19657152476624945 2.0093171743371268 -0.0076727395389265029 1.5331077663898469 leaf_weight=89007 39 35 25 31 26 34 20 345 433 43 32 22 37 22 23 37 24 20 22 28 23 7276 29 21 497 44 264723 20 leaf_count=89007 39 35 25 31 26 34 20 345 433 43 32 22 37 22 23 37 24 20 22 28 23 7276 29 21 497 44 264723 20 internal_value=0 -2.68449 0.00203308 1.60521 -0.353364 1.08027 2.6191 0.00130809 -0.44634 -0.94648 -3.77448 0.202913 3.20756 -0.246434 -0.591856 -0.535456 0.00256696 2.10164 -0.514364 0.0117533 -0.348479 0.00231154 0.106694 0.117043 0.000153005 0.344004 -0.000372886 0.306206 internal_weight=0 116 362822 164 133 107 73 362658 1017 568 75 449 59 390 368 493 361641 44 81 53 456 361597 7326 7297 354271 541 353730 59 internal_count=362938 116 362822 164 133 107 73 362658 1017 568 75 449 59 390 368 493 361641 44 81 53 456 361597 7326 7297 354271 541 353730 59 cat_boundaries=0 1 2 cat_threshold=3170 21 is_linear=0 shrinkage=0.01 Tree=563 num_leaves=29 num_cat=1 split_feature=9 3 2 0 3 10 0 1 0 3 2 26 4 24 3 1 8 9 2 0 21 1 2 26 8 12 3 0 split_gain=8.20296e+06 1.23912e+07 4.13306e+06 2.64535e+07 1.10258e+07 5.33186e+06 1.28895e+07 2.95596e+06 5.86648e+06 8.32143e+06 1.43356e+06 1.34755e+06 1.28114e+06 2.1668e+06 2.38027e+06 3.86206e+06 1.93924e+06 4.87325e+06 2.21502e+06 1.82209e+06 3.89723e+06 4.47633e+06 1.17987e+06 1.10323e+06 605886 2.51569e+06 1.44108e+06 446383 threshold=2854.0889000000006 2725.8677800000005 2682.0900000000006 2778.6210000000005 1890.7105500000002 397.30250000000007 392.93750000000006 2781.5828000000006 1275.1415000000002 511.93300000000005 1271.7445000000002 2022.5000000000002 480.67500000000001 0 748.6165000000002 1098.6214000000002 1973.6620000000003 1022.5259020000002 1107.4580000000003 887.79240000000016 67.854500000000016 1256.4300000000001 1271.7445000000002 2022.5000000000002 522.29990000000009 310.56000000000006 2725.8677800000005 220.66925950000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 7 4 5 6 11 12 9 23 27 -4 19 14 15 -14 17 -15 -18 24 21 -21 -16 -9 26 -26 -1 -2 right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 13 16 22 -17 18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 leaf_value=0.00035858465982854825 -0.31974463291657279 -7.6297103881835939 1.699132214355469 9.9080244673452071 -6.1907884407043454 -2.2014491041968851 9.4332789726257325 -3.8282099730318242 -4.8815228408091773 5.322610737028576 -2.6878343339399855 -1.4950575726372857 -0.26954753009551163 0.31610351577414331 -1.1621090801652656 3.1383467394775812 -2.8698182157568026 2.4177797016450917 1.2607523260116578 -0.40768404703148448 2.9062573117920847 -3.4675889288210402 -3.8678214187622069 -0.90016026227704948 0.44755540040679975 -0.65998358702474791 1.9227205957510531 1.5177767155170441 leaf_weight=357955 39 35 25 31 26 34 20 22 37 21 22 28 436 1697 83 36 37 118 20 764 33 51 20 31 1000 258 39 20 leaf_count=357955 39 35 25 31 26 34 20 22 37 21 22 28 436 1697 83 36 37 118 20 764 33 51 20 31 1000 258 39 20 internal_value=0 -2.65764 0.00201275 1.58915 -0.349831 1.06947 2.59291 0.00129502 -1.63033 -0.00474003 -0.509221 0.0116357 0.00179457 0.229834 -0.304878 -0.00962339 0.393601 0.452741 -1.4205 0.000244965 -0.462749 -0.599163 -1.68749 -2.11558 0.00133784 0.220413 0.000568007 0.303144 internal_weight=0 116 362822 164 133 107 73 362658 111 74 81 53 362547 2447 575 472 1872 1815 57 360100 848 815 103 53 359252 1258 357994 59 internal_count=362938 116 362822 164 133 107 73 362658 111 74 81 53 362547 2447 575 472 1872 1815 57 360100 848 815 103 53 359252 1258 357994 59 cat_boundaries=0 1 cat_threshold=138 is_linear=0 shrinkage=0.01 Tree=564 num_leaves=28 num_cat=2 split_feature=9 3 2 0 8 0 0 25 3 16 8 11 9 16 7 10 9 2 12 11 3 8 25 5 2 0 5 split_gain=8.03972e+06 1.21447e+07 4.05081e+06 2.5927e+07 1.08883e+07 3.95581e+06 1.96632e+06 6.11605e+06 3.92429e+06 3.89651e+06 3.66014e+06 6.6466e+06 3.01581e+06 2.20599e+06 2.10708e+06 1.90263e+06 4.75866e+06 1.40503e+06 1.05993e+06 793668 1.33882e+06 982140 3.34253e+06 921037 794916 437500 388984 threshold=2854.0889000000006 2725.8677800000005 2682.0900000000006 2778.6210000000005 1973.6620000000003 1117.6621800000003 992.19979999999998 0 1493.1141200000004 1188.6000000000001 1350.3896175000002 11.2661 1022.5259020000002 246.98000000000005 128.47600000000003 3056.7500000000005 148.55550000000002 1271.7445000000002 45.392750000000007 1413.4285000000002 991.56000000000017 487.53114000000005 1 553.36150000000009 673.68310000000008 220.66925950000004 104.17150000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=2 17 6 4 5 18 15 9 12 10 11 -8 13 -9 -10 19 -17 25 26 21 24 23 -23 -1 -21 -2 -4 right_child=1 -3 3 -5 -6 -7 7 8 14 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 leaf_value=0.00053229913354935817 -0.31654715366852587 -7.5534137180873326 1.0967734867817647 9.8089437918509201 -6.4439619004726412 4.0180992630989323 0.76786478693651805 -1.2913434981082148 -1.1434037971496582 4.6798445710681733 3.2189625762638294 -2.2582446795521363 1.8256440028166159 0.88586969405412674 -5.2568611335754394 -0.92024868210156752 5.6843728408813483 -2.660955879905007 -2.1898544301986695 -0.039472811230591369 -2.553014368057251 1.8900002586530602 0.1213525752275337 0.26270708424096656 -1.8541963752678461 1.5025989484786988 -0.6072260438828242 leaf_weight=358337 39 35 37 31 24 31 272 443 20 21 38 99 39 52 33 24 20 22 20 175 30 105 1577 1345 28 20 21 leaf_count=358337 39 35 37 31 24 31 272 443 20 21 38 99 39 52 33 24 20 22 20 175 30 105 1577 1345 28 20 21 internal_value=0 -2.63107 0.00199262 1.57326 -0.346333 0.996265 0.00128207 -0.437811 -1.09069 0.467933 0.263114 -0.0396415 -0.851685 -1.06263 -3.70461 0.00251688 2.08185 -0.504128 -0.204721 0.00226386 -0.581183 0.00264005 0.24372 0.00151268 -0.28978 0.300113 0.479808 internal_weight=0 116 362822 164 133 109 362658 1017 587 430 409 371 534 495 53 361641 44 81 78 361597 233 361364 1682 359682 203 59 58 internal_count=362938 116 362822 164 133 109 362658 1017 587 430 409 371 534 495 53 361641 44 81 78 361597 233 361364 1682 359682 203 59 58 cat_boundaries=0 7 9 cat_threshold=32768 262144 4096 1073741824 16384 16384 4 67125252 134218816 is_linear=0 shrinkage=0.01 Tree=565 num_leaves=29 num_cat=2 split_feature=4 10 3 12 0 5 6 0 9 14 19 25 8 3 18 8 25 0 0 4 0 5 5 8 3 6 20 3 split_gain=4.98187e+06 2.56779e+07 6.01666e+07 1.88623e+07 1.63948e+07 3.93267e+06 2.35866e+06 2.58295e+06 1.52829e+06 1.47147e+06 1.17549e+07 2.28788e+06 7.45537e+06 3.10054e+06 2.36886e+06 1.31514e+06 884379 2.90075e+07 5.04494e+06 8.43954e+06 2.44285e+06 5.85616e+06 1.20253e+06 743828 2.5088e+06 616174 593344 32766.5 threshold=2693.9010000000007 16.215000000000003 2725.8677800000005 1324.2200000000003 804.19674500000008 470.72165250000006 2976.3936000000008 1275.1415000000002 298.41250000000008 1182.8200000000004 1352.1000000000001 0 1350.3896175000002 698.94000000000005 1244.8300000000002 7.2885000000000009 1 1884.2950000000003 2778.6210000000005 106.484285 992.19979999999998 7.9537500000000003 305.32623000000007 1973.6620000000003 1282.3492500000004 249.52500000000001 822.25125000000014 11.958600000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 4 -3 27 9 8 15 16 11 13 14 25 -13 -8 17 20 23 -20 22 -22 -1 26 -25 -11 -18 -2 right_child=1 3 -4 -5 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 -17 18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 leaf_value=0.074388331672741059 -1.3583318359454473 -1.4188745590051017 18.105383177537185 2.769136322869195 -13.67797216320038 3.5867996526647499 -0.9455068292863229 -4.6482677659534275 -2.699553684569322 -0.77450636118926386 7.4041879759232199 -0.2812303943446513 5.999831378012896 -4.3748680861099905 3.1970419198816473 2.2861759791374205 -0.00018518521207598414 9.4870812681949506 -4.3783805018204909 1.7123385445731025 -0.65375459224947041 6.0060058427893601 -0.9081238989866981 1.367536316089802 -2.2612378422073696 1.179995462168818 -0.52690074079191296 -0.83578572797775263 leaf_weight=3629 30 24 26 36 20 27 34 21 26 54 24 178 24 23 22 20 358270 33 65 35 31 23 129 111 23 23 214 20 leaf_count=3629 30 24 26 36 20 27 34 21 26 54 24 178 24 23 22 20 358270 33 65 35 31 23 129 111 23 23 214 20 internal_value=0 1.65134 4.9526 -2.59904 -6.99119 0.511402 0.00097026 -1.52699 -0.707651 0.0013955 0.651342 0.151131 0.702017 -1.04823 0.10138 0.251413 0.000771658 0.151427 -0.000847377 -2.24663 0.0710071 2.18281 0.0406619 -0.000221168 0.744687 -0.190694 -0.000499612 -1.14931 internal_weight=0 183 103 80 44 77 363012 101 80 362911 348 324 224 100 200 54 362563 3845 358718 100 3812 54 3758 358618 134 77 358484 50 internal_count=363195 183 103 80 44 77 363012 101 80 362911 348 324 224 100 200 54 362563 3845 358718 100 3812 54 3758 358618 134 77 358484 50 cat_boundaries=0 7 13 cat_threshold=1048576 0 4352 1073741824 0 0 128 1048576 0 0 4194304 2176 2151686208 is_linear=0 shrinkage=0.01 Tree=566 num_leaves=27 num_cat=1 split_feature=4 10 7 12 2 2 7 1 5 8 14 16 5 6 2 25 1 1 3 2 9 2 10 26 1 3 split_gain=4.88273e+06 2.51669e+07 7.37496e+07 1.84869e+07 2.24034e+07 6.61181e+06 2.37081e+06 5.33555e+06 2.13447e+06 1.77641e+06 6.21677e+06 3.29602e+06 1.7923e+06 2.45927e+06 1.70192e+06 836300 3.91663e+07 1.2953e+07 8.34086e+06 5.28849e+06 2.37538e+06 1.64375e+06 2.09657e+06 1.24672e+06 1.15066e+06 341189 threshold=2693.9010000000007 16.215000000000003 149.17670000000001 1324.2200000000003 967.39580000000012 193.49000000000004 2822.9627650000007 1461.4925000000003 772.27550000000008 1017.6571000000002 1929.7000000000003 1927.9850000000004 1146.4585000000004 1324.2200000000003 1107.4580000000003 0 2781.5828000000006 2781.5828000000006 748.6165000000002 2682.0900000000006 375.64974000000007 2682.0900000000006 3056.7500000000005 2022.5000000000002 962.58510000000012 32.843650000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 4 -3 -2 9 8 25 15 11 12 14 -14 -11 16 19 21 23 20 -1 22 -17 -19 -23 -8 right_child=1 3 -4 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 -16 17 -18 18 -20 -21 -22 24 -24 -25 -26 -27 leaf_value=0.025388417780113321 1.83266153082615 -0.40739097158114113 17.507282642722132 2.7414449895752804 -14.737946571350099 -4.3451815814971928 -0.77422778447469076 -6.0239096350896926 2.1374409548441569 0.21204037876603024 4.6774512380712174 3.9296968730290729 0.17843616645487528 -2.99201971912384 2.205394792556763 -0.0035577175044965476 11.663191113307558 -3.4607596620718635 -9.7337691822052008 4.6347741394042972 0.83193823638647235 -0.67588693189620974 2.7329326343536375 -0.32665509993379765 -3.4202654682506215 -2.4137884937633167 leaf_weight=34994 41 24 32 36 20 30 30 21 24 483 34 24 63 40 47 326635 29 30 20 25 369 50 28 22 22 22 leaf_count=34994 41 24 32 36 20 30 30 21 24 483 34 24 63 40 47 326635 29 30 20 25 369 50 28 22 22 22 internal_value=0 1.63482 4.90307 -2.57305 -6.92128 -0.777695 0.000960557 -1.5622 -0.329363 0.00137836 0.507924 0.29215 0.154233 -1.05281 0.38881 0.000412042 0.0465614 -0.00459057 -4.24562 0.0370548 0.0338045 -0.00365615 -0.00332316 -2.13479 -1.51445 -1.46789 internal_weight=0 183 103 80 44 71 363012 97 76 362915 691 657 633 103 530 362224 35417 326807 72 35388 35363 326735 326663 52 72 52 internal_count=363195 183 103 80 44 71 363012 97 76 362915 691 657 633 103 530 362224 35417 326807 72 35388 35363 326735 326663 52 72 52 cat_boundaries=0 7 cat_threshold=2156920964 1208025092 576 38879488 41950337 2420123714 2 is_linear=0 shrinkage=0.01 Tree=567 num_leaves=23 num_cat=0 split_feature=4 10 7 12 2 2 7 1 0 8 14 16 21 2 0 2 4 10 7 9 3 6 split_gain=4.78556e+06 2.46661e+07 7.2282e+07 1.8119e+07 2.19576e+07 6.48024e+06 2.32363e+06 5.22938e+06 2.19735e+06 1.74106e+06 6.09306e+06 3.23043e+06 3.84331e+06 1.58278e+06 1.48631e+06 9.38589e+06 2.52352e+06 1.04603e+06 1.25463e+06 1.77717e+06 1.33021e+06 753551 threshold=2693.9010000000007 16.215000000000003 149.17670000000001 1324.2200000000003 967.39580000000012 193.49000000000004 2822.9627650000007 1461.4925000000003 166.07825000000005 1017.6571000000002 1929.7000000000003 1927.9850000000004 251.05000000000004 354.40600000000001 2778.6210000000005 72.651050000000012 116.58780000000002 3056.7500000000005 1131.6606400000003 1600.0905700000001 2725.8677800000005 55.128000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 4 -3 -2 9 8 21 14 11 12 13 -11 17 -16 -17 18 20 -20 -1 -8 right_child=1 3 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 leaf_value=0.00023019824911597617 1.8143348548179719 -0.40331704258918766 17.332210260927678 2.7140305672751532 -14.590567237854005 -4.3017298062642411 -0.27744227629441481 -5.9636704644702734 2.1768060207366946 -0.033208788856111393 4.6306766723184021 3.8903999376296996 -3.1698447912389582 1.0510245593973235 4.0992444138960407 -3.8327570349829543 0.37608992576599121 1.7045596591631571 -0.3999167154041926 -3.3242857499556107 1.3691365453558908 -2.6850433349609375 leaf_weight=361608 41 24 32 36 20 30 26 21 24 396 34 24 33 204 55 28 29 36 375 22 71 26 leaf_count=361608 41 24 32 36 20 30 26 21 24 396 34 24 33 204 55 28 29 36 375 22 71 26 internal_value=0 1.61847 4.85404 -2.54732 -6.85207 -0.769918 0.000950952 -1.54658 -0.326069 0.00136458 0.502845 0.289228 0.152691 0.335431 0.000407922 1.15221 -1.69141 5.16727e-05 -0.000117801 -0.561972 0.000498924 -1.48124 internal_weight=0 183 103 80 44 71 363012 97 76 362915 691 657 633 600 362224 112 57 362112 362076 397 361679 52 internal_count=363195 183 103 80 44 71 363012 97 76 362915 691 657 633 600 362224 112 57 362112 362076 397 361679 52 is_linear=0 shrinkage=0.01 Tree=568 num_leaves=27 num_cat=0 split_feature=4 10 7 12 2 2 7 1 0 1 3 3 0 26 14 3 13 15 1 3 0 21 4 0 10 3 split_gain=4.69033e+06 2.41752e+07 7.08436e+07 1.77585e+07 2.15206e+07 6.35128e+06 2.27739e+06 5.12531e+06 2.15363e+06 1.38272e+06 3.46435e+06 6.91916e+06 6.41462e+06 1.23499e+06 915587 1.10099e+07 1.38191e+06 1.1179e+06 799571 1.90682e+06 2.97658e+06 1.13236e+06 2.64097e+06 819660 780712 673279 threshold=2693.9010000000007 16.215000000000003 149.17670000000001 1324.2200000000003 967.39580000000012 193.49000000000004 2822.9627650000007 1461.4925000000003 166.07825000000005 2781.5828000000006 1890.7105500000002 543.62350000000004 1519.5755740000002 2022.5000000000002 1182.8200000000004 1493.1141200000004 1369.2025000000001 933.03750000000002 1892.2623000000001 1282.3492500000004 591.40200000000016 704.21750000000009 588.42000000000019 1519.5755740000002 1159.6875000000002 77.890750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 4 -3 -2 9 8 25 14 11 12 13 -11 18 16 17 -16 21 20 -20 23 -23 -1 -18 -8 right_child=1 3 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 24 -19 19 -21 -22 22 -24 -25 -26 -27 leaf_value=0.00074416337965002458 1.7961914903725065 -0.39928388277689614 17.158887998461722 2.6868902089860707 -14.444661125183107 -4.2587124252319333 -0.56685880422592161 -5.9040336518060599 2.155037965774536 -3.051981171607971 -2.7543998947143553 6.3752912994384774 5.0747561520621893 -0.10539352373643356 -0.058921422639363251 6.2003658319288686 2.7783384432767826 -1.8620882532073231 -1.3097782893120486 -3.0848169980730331 2.0382446970939636 -0.3278404493613189 -3.861641025543213 0.47101977193974104 0.20008996051290762 -2.9057449264526367 leaf_weight=361739 41 24 32 36 20 30 32 21 24 25 20 25 21 33 213 31 24 41 79 28 40 178 24 371 23 20 leaf_count=361739 41 24 32 36 20 30 32 21 24 25 20 25 21 33 213 31 24 41 79 28 40 178 24 371 23 20 internal_value=0 1.60229 4.8055 -2.52185 -6.78355 -0.762219 0.000941442 -1.53112 -0.322809 0.00135093 1.05715 1.79014 0.339144 -1.37547 0.000990064 0.525897 -0.0585172 -0.349984 0.000509268 -0.736854 -0.184392 0.000808437 -0.747698 0.00122598 1.51664 -1.46643 internal_weight=0 183 103 80 44 71 363012 97 76 362915 124 104 79 58 362791 332 301 254 362459 147 119 362312 202 362110 47 52 internal_count=363195 183 103 80 44 71 363012 97 76 362915 124 104 79 58 362791 332 301 254 362459 147 119 362312 202 362110 47 52 is_linear=0 shrinkage=0.01 Tree=569 num_leaves=30 num_cat=0 split_feature=3 12 13 6 6 2 6 6 7 8 14 3 20 0 2 26 2 0 3 2 1 17 26 1 0 6 14 14 0 split_gain=4.52993e+06 3.25564e+07 9.03844e+07 2.0241e+07 8.88501e+06 3.92584e+06 2.59132e+06 2.08876e+06 3.89831e+06 1.84274e+06 4.60955e+06 1.18337e+07 1.89111e+06 1.49051e+06 1.01859e+07 6.7292e+06 2.50321e+06 1.25881e+06 1.76001e+06 1.23064e+06 1.14625e+06 1.09853e+06 1.05572e+06 865901 3.84633e+06 1.19908e+06 796539 1.5875e+06 1.15966e+06 threshold=2725.8677800000005 41.583622500000004 676.19050000000004 1937.6795000000002 1937.6795000000002 1468.575 1.6852500000000001 2976.3936000000008 1131.6606400000003 1017.6571000000002 1352.1000000000001 1282.3492500000004 681.24500000000012 2778.6210000000005 72.651050000000012 2022.5000000000002 1271.7445000000002 28.442500000000006 571.90530000000001 141.77045000000001 207.31714000000002 535.0725000000001 2022.5000000000002 2781.5828000000006 53.860000000000007 47.163250000000012 1619.4627500000004 1182.8200000000004 299.04000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 5 -4 6 22 9 20 13 12 21 17 23 15 -15 -16 19 -19 -11 -9 -12 -2 26 -25 -26 27 -1 -28 right_child=1 2 4 -5 -6 -7 -8 8 -10 10 11 -13 -14 14 16 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 28 -29 -30 leaf_value=0.00012922456490227437 2.6284395425969906 24.343171344257534 -5.9894242362976069 -8.2327006998658181 3.4366109771728515 4.2977917304405802 -3.1900886789957683 -1.0853318996164534 -4.5360839955560088 0.15232806851001499 1.5488767311789773 8.8200997141133186 -2.3398718621995718 6.9862226439967303 -0.13541324322040266 -0.15371923056515782 -4.7773698243640714 1.4022315714880824 -0.069129215740988445 -1.6876796784511834 1.6589201869135317 -1.6112931442260743 -0.46953525456515222 2.0821600916130203 -3.5630713143613604 -0.71226064453125004 -0.22628977165679739 1.1227866270334002 -2.3668832605025347 leaf_weight=361759 22 21 20 32 20 26 21 45 29 235 22 23 27 33 26 22 21 192 141 43 23 22 22 28 36 25 99 126 34 leaf_count=361759 22 21 20 32 20 26 21 45 29 235 22 23 27 33 26 22 21 192 141 43 23 22 22 28 36 25 99 126 34 internal_value=0 1.57038 7.54345 -1.39187 -1.27641 1.0137 -0.299938 0.000935711 -1.4663 0.00132788 0.512086 3.0073 0.250049 0.000333741 1.209 4.13025 -2.20948 0.364498 0.779223 -0.132277 -0.157129 -0.0312082 1.07945 -6.72192e-06 -0.986254 -2.39471 0.000235741 0.000520108 -0.773509 internal_weight=0 184 61 123 40 91 65 363011 97 362914 705 67 638 362209 102 55 47 611 333 278 68 44 44 362107 89 61 362018 361885 133 internal_count=363195 184 61 123 40 91 65 363011 97 362914 705 67 638 362209 102 55 47 611 333 278 68 44 44 362107 89 61 362018 361885 133 is_linear=0 shrinkage=0.01 Tree=570 num_leaves=31 num_cat=2 split_feature=25 1 1 0 3 3 1 1 1 6 1 4 1 24 0 14 26 7 0 7 6 14 11 3 16 16 3 26 1 0 split_gain=2.81188e+06 1.97862e+08 2.60272e+07 7.08252e+07 9.93433e+06 8.9746e+06 4.22817e+06 4.21498e+06 3.55168e+06 2.683e+06 1.46428e+07 2.81338e+06 5.02192e+06 2.5075e+06 3.39175e+06 1.77312e+06 1.80908e+06 1.6593e+06 1.34083e+06 1.12149e+06 1.03859e+06 3.24192e+06 2.28072e+06 1.00868e+06 789347 2.78138e+06 1.83759e+06 773531 526956 475960 threshold=0 2781.5828000000006 2781.5828000000006 2778.6210000000005 1890.7105500000002 543.62350000000004 1461.4925000000003 860.12500000000011 585.22500000000014 2976.3936000000008 585.22500000000014 2693.9010000000007 1461.4925000000003 1 374.34900000000005 28.915000000000003 2022.5000000000002 1306.1250000000002 561.94500000000005 548.03450000000009 1937.6795000000002 540.92153100000007 127.12950000000002 14.733500000000003 1356.4225000000004 1188.6000000000001 815.10500000000013 2022.5000000000002 1892.2623000000001 185.31647500000003 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 9 4 5 27 7 8 13 11 15 20 17 14 -1 16 -11 29 -10 -15 24 22 -22 -9 25 -2 -26 -4 -8 -13 right_child=2 -3 3 -5 -6 -7 28 23 18 10 -12 12 -14 19 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.56608466986063366 -0.00034792984272408715 24.65840856031938 -2.125646776076286 -16.384865224626328 -6.0436147277832024 5.6837206031536232 -1.998775045156479 4.8234389629364012 -1.1458998568852743 -1.8231629166603087 7.5027423598567644 -0.67626123253892101 -5.8753385474465105 -0.028909952727092701 4.7759158859252935 -3.3134274177551273 1.819166792154312 1.8463129901885986 -4.6059159928844089 -1.2980311253335743 1.0589153984189035 4.4059454020282081 -2.6734446092085404 1.752773209758427 -0.23587382323401315 2.3125699819051304 -2.9536948263234102 0.015821909904479979 -4.266835023789179 -2.4494072409470879 leaf_weight=444 359575 33 31 36 25 29 20 20 24 25 30 41 22 2114 20 20 30 22 21 72 64 22 22 23 175 52 29 37 21 24 leaf_count=444 359575 33 31 36 25 29 20 20 24 25 30 41 22 2114 20 20 30 22 21 72 64 22 22 23 175 52 29 37 21 24 internal_value=0 0.315022 -0.00187242 -4.05967 -0.422722 1.02596 0.027083 0.0748147 0.0252542 -9.23055e-05 1.59819 -0.000558408 -1.60689 0.0725608 0.731772 -0.763635 0.163562 -0.527513 -2.76057 -0.0703888 -7.19641e-05 0.980422 0.104126 3.18099 -0.000366251 -1.34952e-05 -0.622231 -0.960436 -3.16046 -1.33096 internal_weight=0 2812 360311 158 122 97 2779 2738 2695 360153 105 360048 109 2650 464 75 55 87 45 2186 359939 108 86 43 359831 359627 204 68 41 65 internal_count=363123 2812 360311 158 122 97 2779 2738 2695 360153 105 360048 109 2650 464 75 55 87 45 2186 359939 108 86 43 359831 359627 204 68 41 65 cat_boundaries=0 6 7 cat_threshold=1048576 0 0 0 2048 24576 3 is_linear=0 shrinkage=0.01 Tree=571 num_leaves=30 num_cat=2 split_feature=25 1 1 6 13 3 3 26 1 1 2 1 6 1 2 4 24 26 13 26 12 3 17 7 17 17 2 1 7 split_gain=2.75593e+06 1.93925e+08 2.55093e+07 6.92335e+07 2.44423e+07 3.17716e+07 4.53906e+06 7.12752e+06 4.14403e+06 4.1311e+06 4.77975e+06 3.481e+06 2.62961e+06 1.43514e+07 2.76069e+06 6.09992e+06 2.4576e+06 2.89665e+06 1.96865e+06 2.62396e+06 1.4534e+06 2.8845e+06 1.30727e+06 1.09917e+06 899576 1.06938e+06 851522 516470 503005 threshold=0 2781.5828000000006 2781.5828000000006 2976.3936000000008 85.365000000000009 1890.7105500000002 373.20250000000004 2022.5000000000002 1461.4925000000003 860.12500000000011 251.15409550000004 585.22500000000014 2976.3936000000008 585.22500000000014 2682.0900000000006 1522.8167500000002 1 2022.5000000000002 26.254000000000001 2022.5000000000002 124.32050000000002 138.47650000000002 3600.16113 548.03450000000009 2221.3567500000004 1381.0875000000003 422.31750000000005 1892.2623000000001 54.239850000000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 12 4 5 6 7 -4 9 11 -11 16 14 18 22 20 17 -1 19 -14 21 -16 24 -18 25 -2 -13 -10 -26 right_child=2 -3 3 -5 -6 -7 -8 -9 27 10 -12 26 13 -15 15 -17 23 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 leaf_value=1.5033884554704031 -0.00035367787558049813 24.411824039329183 -5.1379556245578311 -20.47747125452215 6.9692749813624788 -14.892418512344362 3.1271240888323106 1.4211597550710042 -1.978787299156189 6.7245184688568109 0.040190067705900771 -1.4462138032913208 -1.8956362252544474 7.427715248266856 -1.2412686749508506 -6.1695307192595115 -0.028620852490106392 -0.07777640381029674 -3.2706654600663621 2.5552662275387692 -2.4993666997163193 3.2456094161323881 2.2421557373266952 -1.2850508168008594 -0.33301224437626931 1.0138187195246036 -4.2035450363159184 -4.224166670299712 -2.4480460332787555 leaf_weight=240 359766 33 37 22 28 20 21 30 20 20 23 24 27 30 38 23 2114 224 22 26 23 23 26 72 22 104 21 21 23 leaf_count=240 359766 33 37 22 28 20 21 30 20 20 23 24 27 30 38 23 2114 224 22 26 23 23 26 72 22 104 21 21 23 internal_value=0 0.311871 -0.00185369 -4.01907 -1.35668 -3.51526 -0.929545 -2.20104 0.0268122 0.0740666 3.14918 0.0250017 -9.13825e-05 1.58221 -0.000552824 -1.60658 0.0718352 0.724454 -0.755999 0.287825 -0.357198 0.450505 -7.53996e-05 -0.0696849 -0.000237377 -6.05889e-05 -2.73297 -3.12886 -1.41403 internal_weight=0 2812 360311 158 136 108 88 67 2779 2738 43 2695 360153 105 360048 107 2650 464 75 53 84 61 359941 2186 359915 359870 45 41 45 internal_count=363123 2812 360311 158 136 108 88 67 2779 2738 43 2695 360153 105 360048 107 2650 464 75 53 84 61 359941 2186 359915 359870 45 41 45 cat_boundaries=0 6 7 cat_threshold=1048576 0 0 0 2048 24576 3 is_linear=0 shrinkage=0.01 Tree=572 num_leaves=31 num_cat=2 split_feature=25 1 1 0 3 3 1 1 2 1 6 1 4 1 24 0 14 26 7 2 0 7 6 5 0 9 5 0 26 1 split_gain=2.70108e+06 1.90066e+08 2.50016e+07 6.88769e+07 9.42361e+06 8.73922e+06 4.06156e+06 4.04889e+06 4.68463e+06 3.41173e+06 2.57728e+06 1.40658e+07 2.73721e+06 4.89642e+06 2.4087e+06 3.32339e+06 1.71017e+06 1.73848e+06 1.62713e+06 1.97152e+06 1.30811e+06 1.07729e+06 1.02106e+06 4.11479e+06 1.29173e+06 781289 1.56183e+06 1.33481e+06 704325 506192 threshold=0 2781.5828000000006 2781.5828000000006 2778.6210000000005 1890.7105500000002 543.62350000000004 1461.4925000000003 860.12500000000011 251.15409550000004 585.22500000000014 2976.3936000000008 585.22500000000014 2693.9010000000007 1461.4925000000003 1 374.34900000000005 28.915000000000003 2022.5000000000002 1306.1250000000002 193.49000000000004 561.94500000000005 548.03450000000009 1937.6795000000002 1561.8224400000001 887.79240000000016 923.19600000000014 2871.8940000000007 1884.2950000000003 2022.5000000000002 1892.2623000000001 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 10 4 5 28 7 9 -9 14 12 16 22 18 15 -1 17 -12 19 -14 -11 -16 25 24 -24 26 -2 -27 -4 -8 right_child=2 -3 3 -5 -6 -7 29 8 -10 20 11 -13 13 -15 21 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_value=0.55304646190759299 1.3743563749077441e-05 24.167705970532968 -2.0533948747573358 -16.133372375700212 -5.8668077743530276 5.6149215777166956 -1.9589993376731871 6.6572732143402096 0.039788032407345984 -1.1107876141866049 -1.785424971103668 7.3534380293687187 -0.069080523113871722 -5.7997567116130488 -0.028334644654644137 4.7202381687164312 -3.252561965942383 1.7851322975158692 1.8315204065496271 -3.7496177738363095 -4.528325590860276 -1.2722003004286024 -0.72704455874516416 4.7245034653207529 2.1791434192657473 -0.25497392065316726 1.7332072525758011 -2.5679539640133195 -0.0099665255159945097 -4.1819250015985396 leaf_weight=444 359135 33 31 36 25 29 20 20 23 24 25 30 43 22 2114 20 20 30 22 22 21 72 65 23 20 618 52 26 37 21 leaf_count=444 359135 33 31 36 25 29 20 20 23 24 25 30 43 22 2114 20 20 30 22 22 21 72 65 23 20 618 52 26 37 21 internal_value=0 0.308753 -0.00183516 -3.97888 -0.392307 1.01865 0.0265441 0.0733259 3.11769 0.0247517 -9.04687e-05 1.56638 -0.000547296 -1.58498 0.0711168 0.71721 -0.748439 0.162152 -0.519179 -1.3148 -2.70564 -0.0689881 -6.74824e-05 0.972116 -0.0432356 -0.000359275 0.00026466 -0.348355 -0.941529 -3.09757 internal_weight=0 2812 360311 158 122 97 2779 2738 43 2695 360153 105 360048 109 2650 464 75 55 87 65 45 2186 359939 108 85 359831 359187 644 68 41 internal_count=363123 2812 360311 158 122 97 2779 2738 43 2695 360153 105 360048 109 2650 464 75 55 87 65 45 2186 359939 108 85 359831 359187 644 68 41 cat_boundaries=0 6 7 cat_threshold=1048576 0 0 0 2048 24576 3 is_linear=0 shrinkage=0.01 Tree=573 num_leaves=30 num_cat=2 split_feature=25 1 1 0 1 1 2 1 6 8 6 1 2 4 24 0 13 26 0 12 0 17 7 4 17 18 1 7 0 split_gain=2.64733e+06 1.86283e+08 2.45041e+07 6.75062e+07 3.98074e+06 3.96832e+06 4.59141e+06 3.34384e+06 2.979e+06 4.4834e+06 2.526e+06 1.37859e+07 2.69619e+06 5.94938e+06 2.36076e+06 3.25726e+06 1.90949e+06 2.53059e+06 1.44842e+06 1.42307e+06 1.28208e+06 1.27772e+06 1.05586e+06 948737 880655 1.12186e+06 496119 492566 148131 threshold=0 2781.5828000000006 2781.5828000000006 2778.6210000000005 1461.4925000000003 860.12500000000011 251.15409550000004 585.22500000000014 1529.30718 581.43500000000006 2976.3936000000008 585.22500000000014 2682.0900000000006 1522.8167500000002 1 374.34900000000005 26.254000000000001 2022.5000000000002 22.611000000000004 124.32050000000002 561.94500000000005 3600.16113 548.03450000000009 93.591000000000008 2221.3567500000004 3273.8635600000002 1892.2623000000001 54.239850000000004 992.19979999999998 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 10 8 5 7 -7 14 9 18 12 16 21 19 15 -1 17 -12 -4 23 -9 24 -16 -14 25 -2 -6 -26 -20 right_child=2 -3 3 -5 26 6 -8 20 -10 -11 11 -13 13 -15 22 -17 -18 -19 28 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 leaf_value=0.54751601409267736 -0.0002053076099075532 23.926028399611965 1.0259170117378236 -15.972038322554695 -1.9394093799591066 6.59070048904419 0.039390278691830843 -1.0996797672907512 -3.4664047142028807 4.6233245201110842 -1.8571954100220294 7.2799035816192621 -0.42562209896925018 -6.0939894933285919 -0.028051298128735264 4.6730355620384216 -3.2175492772189052 2.5137997788305468 -1.303347738760489 -2.473529042782991 -4.4830423745654882 2.2166772404083837 -1.2594783070352342 2.2310074524879457 -0.32933454489166086 2.0770947452691884 -4.1401057352338517 -2.4223045083750852 -2.4388176243305209 leaf_weight=444 359844 33 30 36 20 20 23 24 25 20 27 30 41 23 2114 20 22 26 27 23 21 26 72 20 22 26 21 23 20 leaf_count=444 359844 33 30 36 20 20 23 24 25 20 27 30 41 23 2114 20 22 26 27 23 21 26 72 20 22 26 21 23 20 internal_value=0 0.305665 -0.0018168 -3.93909 0.0262786 0.0725927 3.08651 0.0245042 -0.388384 0.40492 -8.9564e-05 1.55072 -0.000541823 -1.58769 0.0704056 0.710038 -0.740954 0.287066 -0.690769 -0.353828 -2.67858 -7.00087e-05 -0.0682982 0.445404 -0.000230145 -5.52262e-05 -3.0666 -1.39907 -1.78653 internal_weight=0 2812 360311 158 2779 2738 43 2695 122 97 360153 105 360048 107 2650 464 75 53 77 84 45 359941 2186 61 359915 359870 41 45 47 internal_count=363123 2812 360311 158 2779 2738 43 2695 122 97 360153 105 360048 107 2650 464 75 53 77 84 45 359941 2186 61 359915 359870 41 45 47 cat_boundaries=0 6 7 cat_threshold=1048576 0 0 0 2048 24576 3 is_linear=0 shrinkage=0.01 Tree=574 num_leaves=32 num_cat=1 split_feature=17 2 2 12 1 9 11 0 5 7 1 0 2 26 8 5 7 24 1 2 9 2 9 7 26 17 9 10 26 1 0 split_gain=2.62431e+06 1.02141e+07 5.01752e+06 3.92887e+07 8.16732e+07 2.13201e+07 2.62619e+06 2.62004e+06 2.74343e+06 2.17017e+06 5.41902e+06 3.23742e+06 7.07336e+06 5.36224e+06 2.53221e+06 2.08594e+06 8.94938e+06 1.90124e+06 3.06944e+06 2.68933e+06 3.41051e+06 2.21505e+06 1.79955e+06 1.15521e+06 1.1258e+06 814996 1.84474e+06 792445 666432 130614 40447.5 threshold=2221.3567500000004 1827.1555000000001 2682.0900000000006 85.709000000000017 962.58510000000012 148.55550000000002 1230.4050000000002 1275.1415000000002 7.9537500000000003 1131.6606400000003 2781.5828000000006 2778.6210000000005 27.046500000000005 2022.5000000000002 70.64745400000001 2871.8940000000007 287.701075 0 1098.6214000000002 1107.4580000000003 580.86400000000015 873.09500000000014 754.45500000000004 2822.9627650000007 2022.5000000000002 1381.0875000000003 19.645125000000004 153.05580000000003 2022.5000000000002 168.10617800000003 32.119500000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 9 5 -5 7 27 24 -9 11 17 15 13 -13 -14 25 29 19 22 23 -21 -20 -19 -11 30 28 -27 -2 -1 -17 -4 right_child=1 -3 3 4 -6 -7 -8 8 -10 10 -12 12 14 -15 -16 16 -18 18 21 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 leaf_value=0.013623001165742929 -0.20849262467912727 -8.0110809097290048 0.46827661895751954 -3.688328564961751 20.687542997087753 -10.109140515534774 3.0157211583001273 -0.047126974626020945 5.006000787644159 -0.47991871817844123 -5.0579480321590715 6.5974885166713175 -2.5456369074653176 0.29713110761208966 1.9386410036087036 -0.10226320635887884 7.3839492039680481 -0.1070764522385179 -1.12421435546875 -0.44258621025085448 5.3274260348365416 -5.7224413455616343 -2.3351783155358357 1.2584570401509603 -2.7475093860626219 -0.52557450576704379 2.1425444826646287 -2.605108710635792 -0.013516175120819006 -1.1387995196580887 -0.16008969443184989 leaf_weight=181353 37 20 20 27 28 23 21 22 21 254 26 35 34 22 20 31 20 171 20 20 21 22 46 45 20 49 55 22 180577 20 21 leaf_count=181353 37 20 20 27 28 23 21 22 21 254 26 35 34 22 20 31 20 171 20 20 21 22 46 45 20 49 55 22 180577 20 21 internal_value=0 -1.61918 0.00101314 1.66098 8.72121 -1.39659 -0.0212059 0.530218 2.42068 0.000180503 -0.588572 0.00119639 1.70874 4.16577 -0.884793 0.000672958 1.71455 -0.394576 -1.01898 0.107873 2.51279 -3.53281 -0.579393 -0.21829 -0.802402 0.000336843 0.88545 -1.10215 8.2507e-05 -0.508748 0.14643 internal_weight=0 100 363023 182 55 127 80 104 43 362841 625 362216 111 57 54 362105 71 599 259 340 41 42 217 299 61 362034 104 59 361930 51 41 internal_count=363123 100 363023 182 55 127 80 104 43 362841 625 362216 111 57 54 362105 71 599 259 340 41 42 217 299 61 362034 104 59 361930 51 41 cat_boundaries=0 1 cat_threshold=3696 is_linear=0 shrinkage=0.01 Tree=575 num_leaves=24 num_cat=1 split_feature=12 0 5 6 3 12 1 12 5 0 3 11 4 1 8 14 6 5 17 11 11 25 26 split_gain=9.00246e+06 1.58444e+07 1.8386e+06 1.97973e+07 8.21383e+06 3.0491e+07 3.11796e+06 3.72153e+06 2.96466e+06 2.32524e+06 1.65921e+06 1.26468e+06 1.24637e+06 3.75981e+06 1.99867e+06 1.8907e+06 1.29641e+06 5.18821e+06 1.81349e+06 1.05276e+06 791547 2.65714e+06 831269 threshold=3113.0710000000004 1884.2950000000003 2871.8940000000007 2976.3936000000008 2725.8677800000005 85.709000000000017 1892.2623000000001 150.96810000000002 670.57570000000021 635.46050000000014 109.51753000000001 954.88100000000009 1888.1190000000004 786.89439000000004 487.53114000000005 208.66305000000003 1937.6795000000002 1561.8224400000001 233.46114000000003 81.885580000000004 304.87800000000004 0 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 left_child=2 11 4 6 12 8 7 10 9 -6 -4 -2 16 15 -15 19 20 18 -18 -14 22 -22 -1 right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 21 -23 -24 leaf_value=0.014570378688219787 0.48423983680574517 -10.303287419858187 -0.19224683209469443 -9.2007630249023435 2.2361150965009418 9.907319542811468 3.6797108606191786 -3.5191848015785219 -3.3217657102387528 -1.7569388004302979 3.2585751273415302 -2.1705226359647862 0.085924830079862943 -4.2752848519219295 -1.0077688520382613 2.657309580230713 0.61295348098670899 5.1795620187123621 -2.5508308828444708 -2.1439924856332633 0.62157389689650799 -0.048181052139841252 -0.015831013031347638 leaf_weight=181217 38 23 38 25 35 39 26 25 29 25 22 34 114 36 39 25 132 24 21 26 872 1806 178564 leaf_count=181217 38 23 38 25 35 39 26 25 29 25 22 34 114 36 39 25 132 24 21 26 872 1806 178564 internal_value=0 -3.0776 0.00115564 -1.16135 0.00159117 2.53433 0.649335 -0.277604 -0.696524 0.572343 1.07305 -0.769398 0.000697775 -0.719704 -2.57618 0.124148 0.00117455 0.85679 0.178709 -0.328203 0.000756727 0.172043 -0.000518228 internal_weight=0 95 363140 136 363004 128 111 85 89 60 60 72 362876 240 75 165 362636 177 153 140 362459 2678 359781 internal_count=363235 95 363140 136 363004 128 111 85 89 60 60 72 362876 240 75 165 362636 177 153 140 362459 2678 359781 cat_boundaries=0 6 cat_threshold=2459136 134219264 134217744 4194304 8410112 2 is_linear=0 shrinkage=0.01 Tree=576 num_leaves=25 num_cat=0 split_feature=13 0 5 6 7 3 2 7 4 10 5 7 0 4 2 2 0 6 18 0 2 7 5 10 split_gain=8.85713e+06 1.47122e+07 2.17088e+06 1.76234e+07 1.02564e+07 7.74085e+06 4.51279e+07 4.01933e+06 3.25736e+06 4.46829e+06 2.12886e+06 1.72467e+06 1.56324e+06 1.33036e+06 4.57767e+06 1.16626e+06 2.70098e+06 3.15846e+06 1.16946e+06 2.59452e+06 1.10405e+06 822215 518460 329610 threshold=3214.9168000000004 1884.2950000000003 2871.8940000000007 1937.6795000000002 576.56500000000017 2725.8677800000005 2682.0900000000006 1941.9625000000003 1888.1190000000004 137.52250000000001 45.32630000000001 998.30500000000018 312.01600000000002 2693.9010000000007 1827.1555000000001 581.81775000000005 2778.6210000000005 1937.6795000000002 1734.8725725000002 73.516000000000005 967.39580000000012 998.30500000000018 278.16000000000003 54.302500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 5 4 12 13 8 -5 9 10 -7 23 -4 15 20 18 17 -17 21 -20 22 -1 -15 -2 right_child=1 -3 3 7 -6 6 -8 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=-1.48394036122304e-05 -0.48654352569580078 -10.500096915108818 -0.16206324672698977 -3.6978437543199174 5.3950408908299039 0.6353464278052835 15.493753315318715 -9.9617363357543951 -3.5748220626167631 4.0195716398733632 -3.3568976532329216 -3.0646265691484915 -3.4338809336786689 -0.14662004888057709 -5.2989829690115791 0.22414915206264988 -2.4349539571195034 2.6548078023628756 0.19702540807425975 4.3233466525077819 1.9625486087799073 -0.40867859805936024 -2.0629768924713137 1.3289724650382997 leaf_weight=360198 20 21 40 21 35 34 22 20 23 27 22 22 23 48 21 1909 37 55 64 20 20 493 20 20 leaf_count=360198 20 21 40 21 35 34 22 20 23 27 22 22 23 48 21 1909 37 55 64 20 20 493 20 20 internal_value=0 -3.26597 0.00109361 -1.24838 1.05474 0.00157204 2.46031 -6.7534 -0.24474 0.678054 -0.933035 -0.815697 -1.35654 0.000704768 -1.1039 0.00103666 0.24179 0.292217 -0.000298655 1.17948 -0.102799 -0.00057341 -0.710254 0.421214 internal_weight=0 83 363152 139 98 363013 128 41 106 83 56 62 63 362885 109 362776 2001 1964 360775 84 88 360691 68 40 internal_count=363235 83 363152 139 98 363013 128 41 106 83 56 62 63 362885 109 362776 2001 1964 360775 84 88 360691 68 40 is_linear=0 shrinkage=0.01 Tree=577 num_leaves=26 num_cat=1 split_feature=12 2 5 6 3 2 7 10 5 10 11 2 4 2 2 25 1 1 18 2 1 18 5 7 4 split_gain=8.68697e+06 1.49622e+07 1.76603e+06 1.90974e+07 7.90549e+06 4.92934e+07 6.76684e+06 1.15366e+07 2.23789e+06 2.251e+06 1.57273e+06 1.54858e+06 1.20574e+06 3.72726e+06 1.33033e+06 4.64764e+06 1.41892e+07 4.13667e+06 1.09612e+06 1.44994e+06 1.02704e+06 920477 2.56595e+06 860529 113982 threshold=3113.0710000000004 2682.0900000000006 2871.8940000000007 2976.3936000000008 2725.8677800000005 2682.0900000000006 659.5150000000001 767.74042000000009 137.52250000000001 312.03250000000008 954.88100000000009 287.03350000000006 1888.1190000000004 1827.1555000000001 581.81775000000005 0 1461.4925000000003 1461.4925000000003 171.94375000000005 170.26100000000005 38.344500000000004 1734.8725725000002 52.97787000000001 998.30500000000018 140.94445500000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=2 10 4 6 12 8 11 -8 20 -10 -2 24 14 18 21 16 -16 -17 19 -14 -6 23 -23 -1 -4 right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 13 -15 15 17 -18 -19 -20 -21 -22 22 -24 -25 -26 leaf_value=6.935982009135577e-05 0.56411088949755617 -10.252312459078704 0.11861666997273763 -9.0342316253662123 0.083390214538574217 16.494169876461939 9.0432616842360716 -1.105904423693816 -3.3398904848098754 0.47294484297434486 -2.3739666497366771 -3.6408516438802083 -0.70548963570083034 -3.7238810321262905 0.65876534218625726 0.13518580947697503 7.3807741367115698 -1.931744338824199 -2.0314365455082486 1.1175519237762843 3.1236854577064515 -0.18029781211506238 3.5838611035876808 -0.42230765165132517 -0.890192258925665 leaf_weight=360118 38 22 24 25 25 21 21 24 32 30 35 21 99 35 411 1404 34 104 28 78 20 55 27 483 21 leaf_count=360118 38 22 24 25 25 21 21 24 32 30 35 21 99 35 411 1404 34 104 28 78 20 55 27 483 21 internal_value=0 -3.02319 0.00113458 -1.13819 0.00156143 2.48631 0.640195 3.63037 -0.262894 -1.49497 -0.844556 -1.39856 0.000684969 -0.707877 0.00115391 0.261443 1.14659 -0.00731261 -0.192949 0.0978846 1.43463 -0.000255485 1.05912 -0.000496385 -0.352161 internal_weight=0 95 363140 136 363004 128 111 45 107 62 73 66 362876 240 362636 1953 445 1508 205 177 45 360683 82 360601 45 internal_count=363235 95 363140 136 363004 128 111 45 107 62 73 66 362876 240 362636 1953 445 1508 205 177 45 360683 82 360601 45 cat_boundaries=0 7 cat_threshold=2148548608 134219264 1048848 1048577 0 0 128 is_linear=0 shrinkage=0.01 Tree=578 num_leaves=26 num_cat=1 split_feature=13 0 5 6 7 3 2 7 4 10 5 7 0 4 2 2 25 1 1 18 0 2 7 5 10 split_gain=8.54564e+06 1.42369e+07 2.08538e+06 1.70028e+07 9.89932e+06 7.43873e+06 4.33506e+07 3.89938e+06 3.18635e+06 4.36349e+06 2.04492e+06 1.67166e+06 1.51335e+06 1.2821e+06 4.42385e+06 1.12264e+06 4.61007e+06 1.40788e+07 3.45626e+06 1.12759e+06 2.51988e+06 1.06961e+06 789087 510373 323738 threshold=3214.9168000000004 1884.2950000000003 2871.8940000000007 1937.6795000000002 576.56500000000017 2725.8677800000005 2682.0900000000006 1941.9625000000003 1888.1190000000004 137.52250000000001 45.32630000000001 998.30500000000018 312.01600000000002 2693.9010000000007 1827.1555000000001 581.81775000000005 0 1461.4925000000003 1461.4925000000003 1734.8725725000002 73.516000000000005 967.39580000000012 998.30500000000018 278.16000000000003 54.302500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=2 11 5 4 12 13 8 -5 9 10 -7 24 -4 15 21 19 17 -17 -18 22 -21 23 -1 -15 -2 right_child=1 -3 3 7 -6 6 -8 -9 -10 -11 -12 -13 -14 14 -16 16 18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-1.4686907337489931e-05 -0.47954391765594478 -10.324331465221588 -0.15502614736557008 -3.6211421251296998 5.3027385706220356 0.61832280074848844 15.186031272194603 -9.7908565444946287 -3.5330117731508999 3.9753525606791182 -3.2944238658384841 -3.0117572862451727 -3.3742107490871263 -0.13823695570230485 -5.2076874905540835 0.61642556986835906 0.10635260689731695 7.124258115556505 -1.6614628783861796 0.18995431639254093 4.2564926136732097 1.9333220543861389 -0.4003610452622719 -2.0395899863243101 1.3197291545867922 leaf_weight=360198 20 21 40 21 35 34 22 20 23 27 22 22 23 48 21 434 1411 36 120 64 20 20 493 20 20 leaf_count=360198 20 21 40 21 35 34 22 20 23 27 22 22 23 48 21 434 1411 36 120 64 20 20 493 20 20 internal_value=0 -3.20802 0.00107345 -1.22355 1.03865 0.00154237 2.41182 -6.63076 -0.239425 0.673255 -0.918828 -0.797661 -1.33028 0.000692193 -1.08369 0.00101801 0.237226 1.09167 -0.032 -0.000292097 1.15818 -0.0995538 -0.000561889 -0.697458 0.420093 internal_weight=0 83 363152 139 98 363013 128 41 106 83 56 62 63 362885 109 362776 2001 470 1531 360775 84 88 360691 68 40 internal_count=363235 83 363152 139 98 363013 128 41 106 83 56 62 63 362885 109 362776 2001 470 1531 360775 84 88 360691 68 40 cat_boundaries=0 7 cat_threshold=2148548608 134219264 1048848 1048577 1024 0 128 is_linear=0 shrinkage=0.01 Tree=579 num_leaves=28 num_cat=1 split_feature=12 2 5 8 3 2 7 7 3 9 2 2 11 4 1 2 14 2 2 25 1 1 11 4 1 11 4 split_gain=8.3827e+06 1.44713e+07 1.69633e+06 1.19565e+07 7.60883e+06 4.74135e+07 6.58356e+06 6.74404e+06 2.57967e+06 2.20482e+06 3.47682e+06 2.14389e+06 1.52005e+06 1.16518e+06 3.66281e+06 5.23654e+06 1.88068e+06 1.42237e+06 1.28011e+06 4.58694e+06 1.36348e+07 3.94912e+06 1.02115e+06 611699 1.4618e+06 860588 262321 threshold=3113.0710000000004 2682.0900000000006 2871.8940000000007 2971.7767500000004 2725.8677800000005 2682.0900000000006 659.5150000000001 1538.3385000000001 1118.1025000000002 360.85390500000005 22.675479000000003 873.09500000000014 954.88100000000009 1888.1190000000004 786.89439000000004 1827.1555000000001 208.66305000000003 967.39580000000012 581.81775000000005 0 1461.4925000000003 1461.4925000000003 81.885580000000004 1116.5450000000003 384.69825000000009 443.6112050000001 164.52255000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=2 12 4 6 13 9 8 -8 26 10 -6 -12 -2 18 16 17 22 -16 23 20 -20 -21 -15 25 -25 -1 -4 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 19 21 -22 -23 -24 24 -26 -27 -28 leaf_value=-0.0008093967095761565 0.55769770598725266 -10.079325838955967 0.08056824239095052 -8.2563047714233413 -2.2034773838043216 16.177368218558176 7.2850454030718117 -0.72925402754829038 -4.7470543975830077 -2.231490323479111 4.8880503883361817 0.49544162902832029 -2.3307542768205916 0.093738215217987697 -2.8378105519034649 -6.7654372769310367 2.6634695247650151 0.46525209903717041 0.65523186213113893 0.12447200192721887 7.235723760268268 -1.895812274630253 -2.102450042137733 -0.083205204494154777 -1.7015240526031441 0.25011843557792657 -1.3220744244257607 leaf_weight=358979 38 22 30 20 25 21 21 21 20 37 20 25 35 114 22 21 25 32 426 1389 34 104 26 261 71 1372 24 leaf_count=358979 38 22 30 20 25 21 21 21 20 37 20 25 35 114 22 21 25 32 426 1389 34 104 26 261 71 1372 24 internal_value=0 -2.96978 0.00111377 -1.1155 0.00153211 2.43922 0.115671 3.2779 -1.67911 -0.257056 0.786573 2.44771 -0.827177 0.000672249 -0.69587 -2.52824 0.137025 -0.88044 0.00113324 0.256462 1.11733 -0.0161496 -0.314125 -0.000249301 -0.429291 0.000145986 -0.542828 internal_weight=0 95 363140 136 363004 128 116 42 74 107 70 45 73 362876 240 75 165 54 362636 1953 460 1493 140 360683 332 360351 54 internal_count=363235 95 363140 136 363004 128 116 42 74 107 70 45 73 362876 240 75 165 54 362636 1953 460 1493 140 360683 332 360351 54 cat_boundaries=0 7 cat_threshold=2148548608 134219264 1048848 1048577 1024 0 128 is_linear=0 shrinkage=0.01 Tree=580 num_leaves=23 num_cat=0 split_feature=19 16 12 1 5 6 7 26 1 5 6 8 9 26 4 1 4 17 14 4 11 11 split_gain=3.55445e+06 8.99673e+06 8.40324e+06 1.9002e+07 3.54502e+06 9.21376e+06 7.323e+06 5.38309e+06 4.64919e+06 1.93904e+07 6.96391e+06 2.44638e+07 4.28653e+06 3.83915e+06 2.65281e+06 2.32682e+06 1.97395e+06 1.77671e+06 685546 318200 307059 303507 threshold=3260.8512500000006 1927.9850000000004 3113.0710000000004 1461.4925000000003 2871.8940000000007 1136.6981000000003 270.07350000000002 2022.5000000000002 2781.5828000000006 14.489570000000002 2976.3936000000008 1017.6571000000002 250.65000000000003 2022.5000000000002 1888.1190000000004 1098.6214000000002 229.44145 3600.16113 943.12925000000007 222.57650000000004 529.78250000000014 168.34925000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 18 8 6 19 -7 10 13 14 16 -11 -10 17 -16 -12 -1 21 -6 -14 -4 right_child=1 -3 3 -5 5 7 -8 -9 9 12 11 -13 20 -15 15 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.00049973038020078675 -0.86595675419116847 7.8522349433898926 -0.46299972179532051 -11.668651580810547 -0.78068747425079354 -1.8965955963134766 5.4912754275582056 -8.1795863002777107 3.706324525501417 -6.0813163471221925 1.0395759245753289 12.527763393998146 -1.2874673147201536 8.5748554479598997 -0.52215041882021629 -2.8772718305940983 -2.8080995788574219 2.8414071081985131 0.77686262216568003 -2.409080602645874 0.46484185600280759 -2.2051455743312833 leaf_weight=362624 29 20 20 20 30 30 22 25 46 20 40 20 20 25 188 54 20 22 25 20 20 20 leaf_count=362624 29 20 20 20 30 30 22 25 46 20 40 20 20 25 188 54 20 22 25 20 20 20 internal_value=0 2.69249 -0.00101559 -3.14487 -0.000279887 -1.67072 0.683414 -4.7525 0.000304379 1.88384 -0.000375416 2.9497 -2.30131 5.4206 -0.00102577 -1.04767 -0.242983 -0.000327325 -0.522174 -1.43204 -0.411313 -1.33407 internal_weight=0 49 363311 85 363226 127 72 55 363099 131 362968 80 60 71 362888 242 60 362646 65 50 40 40 internal_count=363360 49 363311 85 363226 127 72 55 363099 131 362968 80 60 71 362888 242 60 362646 65 50 40 40 is_linear=0 shrinkage=0.01 Tree=581 num_leaves=24 num_cat=0 split_feature=19 16 12 1 5 6 2 3 7 6 3 4 1 0 10 1 9 0 10 9 0 3 11 split_gain=3.48372e+06 8.8177e+06 8.23602e+06 1.86239e+07 3.47447e+06 9.0304e+06 7.24181e+06 5.12997e+07 7.17727e+06 5.54072e+06 3.50407e+06 2.43304e+06 3.41259e+06 4.22884e+06 3.01797e+06 2.51476e+06 2.99734e+06 2.3134e+06 2.07361e+06 1.27975e+06 693057 647344 360521 threshold=3260.8512500000006 1927.9850000000004 3113.0710000000004 1461.4925000000003 2871.8940000000007 1136.6981000000003 2682.0900000000006 2725.8677800000005 270.07350000000002 101.48900000000002 2725.8677800000005 1888.1190000000004 2781.5828000000006 1519.5755740000002 3056.7500000000005 1098.6214000000002 1022.5259020000002 688.40820000000008 724.82817100000011 203.268 49.857500000000009 57.754000000000012 734.30050000000017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 20 6 8 11 9 21 17 -7 12 14 -14 -1 18 -17 -8 -13 -11 22 -6 -4 right_child=1 -3 3 -5 5 10 7 -9 -10 19 -12 15 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.00070256366100204055 -0.85729719359299239 7.7737125449180597 -0.32994610837620236 -11.551965072631836 -0.48867864990234372 -2.7969429223196847 0.40499825710720488 17.103072160720828 5.4363625526428221 -4.5740912971496588 -8.0440322265624999 0.091225535720109163 0.73677697672988429 5.8889309860411139 2.5069383303324382 -4.3275923663813893 -0.036688033916332102 4.3036061908887779 -2.7404372873613911 -1.3861871141545914 1.031931749343872 -2.8112928147315976 -2.1205364400690252 leaf_weight=362567 29 20 23 20 30 35 45 20 22 20 20 156 66 21 48 41 27 23 31 34 20 20 22 leaf_count=362567 29 20 23 20 30 35 45 20 22 20 20 156 66 21 48 41 27 23 31 34 20 20 22 internal_value=0 2.66556 -0.00100544 -3.11343 -0.000277088 -1.65401 0.000301335 2.25815 0.67658 -0.175445 -4.70498 -0.000582005 0.000104498 1.9804 -0.000370623 -0.977036 -2.62385 1.72365 -0.378195 -2.56689 -0.516953 -1.41772 -1.20535 internal_weight=0 49 363311 85 363226 127 363099 142 72 122 55 362957 362702 87 362615 255 68 68 187 54 65 50 45 internal_count=363360 49 363311 85 363226 127 363099 142 72 122 55 362957 362702 87 362615 255 68 68 187 54 65 50 45 is_linear=0 shrinkage=0.01 Tree=582 num_leaves=23 num_cat=0 split_feature=19 16 12 1 5 2 3 3 4 10 4 4 1 26 10 1 7 10 4 0 11 26 split_gain=3.41439e+06 8.64222e+06 8.07212e+06 1.82533e+07 3.40533e+06 7.0977e+06 5.02788e+07 5.31646e+06 4.88832e+06 3.07713e+06 2.9879e+06 2.38462e+06 3.34468e+06 5.06888e+06 2.95791e+06 2.46472e+06 2.66179e+06 2.03235e+06 1.27499e+06 679265 353347 202825 threshold=3260.8512500000006 1927.9850000000004 3113.0710000000004 1461.4925000000003 2871.8940000000007 2682.0900000000006 2725.8677800000005 2725.8677800000005 1292.0010000000002 287.04780000000005 1888.1190000000004 1888.1190000000004 2781.5828000000006 2022.5000000000002 3056.7500000000005 1098.6214000000002 302.8318000000001 724.82817100000011 862.3225000000001 49.857500000000009 734.30050000000017 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 19 5 11 8 10 9 -7 18 12 14 -14 -1 17 -17 -13 21 20 -4 -6 right_child=1 -3 3 -5 7 6 -8 -9 -10 -11 -12 15 13 -15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=-0.00069553821218024797 -0.84872421116664498 7.6959753770828252 -0.32664665233829743 -11.436445175170897 -1.4150295975094751 1.9375963636125837 16.93204135322571 -5.3986483080633754 -4.2185852909088135 -1.9848561661584037 2.6286174541970957 0.0903132723357815 4.4590878027961365 -0.37132865537537468 2.4818689902623494 -5.2764915625254307 -1.1364056288112294 -2.713032923052388 -3.5151353810050274 1.0216124649047853 -2.0993310963023792 -0.1502528354525566 leaf_weight=362567 29 20 23 20 21 70 20 29 24 28 23 156 42 45 48 24 44 31 22 20 22 32 leaf_count=362567 29 20 23 20 21 70 20 29 24 28 23 156 42 45 48 24 44 31 22 20 22 32 internal_value=0 2.63891 -0.000995384 -3.08229 -0.000274317 0.000298321 2.23557 -1.63747 -0.173691 0.816896 -0.524474 -0.000576185 0.000103452 1.9606 -0.000366917 -0.967266 -2.59761 -0.374413 -1.49142 -0.511783 -1.19329 -0.651391 internal_weight=0 49 363311 85 363226 363099 142 127 122 98 98 362957 362702 87 362615 255 68 187 75 65 45 53 internal_count=363360 49 363311 85 363226 363099 142 127 122 98 98 362957 362702 87 362615 255 68 187 75 65 45 53 is_linear=0 shrinkage=0.01 Tree=583 num_leaves=26 num_cat=1 split_feature=19 9 5 6 9 11 2 13 4 6 0 4 1 26 2 8 1 4 26 6 0 2 5 25 4 split_gain=3.34645e+06 8.5594e+06 7.15562e+06 1.14922e+07 5.1205e+06 1.04262e+07 3.05122e+06 1.75462e+07 2.92122e+07 5.55495e+06 7.64442e+06 2.80059e+06 3.30147e+06 4.92578e+06 5.56935e+06 3.71199e+06 3.27758e+06 3.7e+06 2.69403e+06 1.99488e+06 5.74408e+06 1.22279e+06 1.49916e+06 858868 71277.9 threshold=3260.8512500000006 580.86400000000015 2871.8940000000007 1000.0509250000001 148.55550000000002 1413.4285000000002 2682.0900000000006 776.13908000000004 1888.1190000000004 111.0765 1275.1415000000002 1888.1190000000004 2781.5828000000006 2022.5000000000002 14.012000000000002 9.3820000000000032 1461.4925000000003 2693.9010000000007 2022.5000000000002 1937.6795000000002 474.29950500000001 1468.575 166.61900000000003 0 334.05380000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 left_child=2 -2 6 18 -5 -6 11 8 9 10 -8 12 19 14 -14 -15 21 -18 -4 23 -21 22 -13 -1 -20 right_child=1 -3 3 4 5 -7 7 -9 -10 -11 -12 16 13 15 -16 -17 17 -19 24 20 -22 -23 -24 -25 -26 leaf_value=-0.16688136548408697 -1.007028609088489 7.4385828735714874 2.9614901937287432 -0.75252956008911132 -10.852088475908552 -1.8699474652608237 0.36130249584422397 -6.4009274355570476 14.010887006759646 -2.4993626628202552 7.6559023265838624 0.020509775770160384 7.8865077252821498 -3.1688398211935294 0.59528459548950197 2.4530572496354579 -0.65622389418738225 -5.8444823462874798 -1.3941356117075139 -0.18747589335482345 3.7069770081128395 1.5703915896782508 -1.8198413107269691 0.00049858752196117533 -0.56928435134887689 leaf_weight=3082 28 21 29 20 28 24 51 24 20 34 20 106 22 23 20 24 28 27 22 117 56 26 76 359412 20 leaf_count=3082 28 21 29 20 28 24 51 24 20 34 20 106 22 23 20 24 28 27 22 117 56 26 76 359412 20 internal_value=0 2.61252 -0.00098543 -2.23749 -5.05261 -6.70648 -0.00010479 1.43061 2.93427 0.824439 2.41612 -0.000692024 5.58532e-05 1.92583 4.4145 -0.298084 -1.03224 -3.20319 0.617275 -0.00041674 1.07316 -0.458191 -0.747988 -0.000929102 -1.00135 internal_weight=0 49 363311 143 72 52 363168 149 125 105 71 363019 362756 89 42 47 263 55 71 362667 173 208 182 362494 42 internal_count=363360 49 363311 143 72 52 363168 149 125 105 71 363019 362756 89 42 47 263 55 71 362667 173 208 182 362494 42 cat_boundaries=0 6 cat_threshold=1048576 0 1 0 512 8192 is_linear=0 shrinkage=0.01 Tree=584 num_leaves=25 num_cat=3 split_feature=12 3 2 12 4 4 6 0 4 0 10 4 0 25 24 5 6 2 5 0 0 25 26 11 split_gain=3.15943e+06 4.06866e+06 2.56816e+06 3.23026e+07 8.24247e+07 1.61488e+07 3.44893e+06 4.3872e+06 2.21751e+06 2.885e+06 1.81849e+06 9.35525e+06 1.20307e+06 9.36516e+06 1.60286e+07 2.75074e+06 1.01878e+06 1.01822e+06 1.63173e+06 802384 769130 692758 599790 398900 threshold=3113.0710000000004 1282.3492500000004 2682.0900000000006 85.709000000000017 862.3225000000001 1888.1190000000004 111.0765 1275.1415000000002 2693.9010000000007 1519.5755740000002 3056.7500000000005 334.05380000000002 1117.6621800000003 0 1 923.46450000000016 293.37750000000005 1468.575 1146.4585000000004 275.71500000000009 64.194000000000003 2 2022.5000000000002 734.30050000000017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 left_child=2 20 8 5 -5 6 7 -4 10 16 12 -12 17 14 -14 -15 22 21 -19 -18 23 -1 -10 -2 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 11 -13 13 15 -16 -17 19 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.044783510925193254 -0.29480621833801268 -4.9436867207494277 0.53079800564309831 -3.8664327843983965 23.621007143974303 -6.6671482851566424 -2.0117451667785646 6.1409102821350103 -0.82113144556681317 -3.7608598902566093 -1.4854141458783832 6.7245972326527479 4.0722564101771805 -0.93286786510453867 -0.079817170431980722 1.5389605499716368 -3.0242769293785097 -0.32508111079533897 -2.7022685490232528 -0.22556435357956658 1.1823616352081299 0.0034047146032135829 1.3407406665881476 -2.1410940794511273 leaf_weight=32798 25 29 46 24 20 39 27 20 21 35 35 23 141 384 250 51 20 231 33 21 20 329012 33 22 leaf_count=32798 25 29 46 24 20 39 27 20 21 35 35 23 141 384 250 51 20 231 33 21 20 329012 33 22 internal_value=0 -1.81452 -0.00014735 1.20753 8.62786 -1.26592 0.999116 2.23083 -0.000732747 -1.30655 -0.000265044 1.77028 -0.000548019 0.380659 1.48169 -0.628616 -0.402334 -0.00141767 -0.62223 -1.59079 -0.460104 -0.000964682 0.500013 -1.15903 internal_weight=0 96 363264 176 44 132 93 66 363088 130 362958 58 362900 826 391 435 95 362074 264 41 67 361810 54 47 internal_count=363360 96 363264 176 44 132 93 66 363088 130 362958 58 362900 826 391 435 95 362074 264 41 67 361810 54 47 cat_boundaries=0 4 5 12 cat_threshold=143688192 134479872 0 1073741824 2070 311427136 809635840 1631592451 528388 201982472 1074012165 16 is_linear=0 shrinkage=0.01 Tree=585 num_leaves=35 num_cat=5 split_feature=13 17 2 4 3 0 16 3 25 14 3 2 0 0 5 24 3 11 0 3 0 2 3 4 3 25 25 10 4 2 25 4 26 26 split_gain=6.6402e+06 9.94372e+06 3.31091e+06 2.69636e+07 8.85034e+06 3.56449e+06 2.83727e+06 1.38368e+06 5.9355e+06 6.74225e+06 5.74028e+06 4.5466e+06 3.81121e+06 2.80665e+06 3.49275e+06 2.69971e+06 2.39345e+06 1.84829e+06 1.59516e+06 1.25041e+06 1.23203e+06 4.8859e+06 1.17034e+06 1.1545e+06 1.04198e+06 3.29853e+06 1.73176e+06 1.67047e+06 812919 2.27293e+06 587709 353192 246701 242598 threshold=3214.9168000000004 2221.3567500000004 2682.0900000000006 2693.9010000000007 1890.7105500000002 688.40820000000008 119.67775 888.08100000000013 0 943.12925000000007 1493.1141200000004 784.03650000000005 688.40820000000008 1275.1415000000002 1312.9050000000002 1 1890.7105500000002 1230.4050000000002 635.46050000000014 698.94000000000005 2778.6210000000005 26.254000000000001 1118.1025000000002 588.42000000000019 297.12438000000003 2 3 90.003 2693.9010000000007 6.455000000000001 4 172.56650000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 9 2 2 2 9 2 2 2 left_child=2 6 7 4 5 31 -2 20 11 12 -11 16 15 18 -15 -10 22 -14 -13 -7 24 33 -9 -18 28 27 -27 -26 30 -30 -1 32 -4 -22 right_child=1 -3 3 -5 -6 19 -8 8 9 10 -12 13 17 14 -16 -17 23 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31 -32 -33 -34 -35 leaf_value=0.026216859798157195 -2.8126575974760386 -9.0294754180908203 0.46408111935570129 8.9558370115950297 -5.7921107302771677 1.0997481318882534 1.8904935925939808 -1.0786860153891824 1.4166006893925853 -0.30200245695618483 5.8292536018990182 -2.8876386690430524 -1.8555252707997958 -7.5913991165161132 -2.3011487021813024 -0.16133947564442952 -1.167801724150777 1.1419301466147105 0.35845165212949121 4.5112053350968795 -0.095729585127397016 4.1605195785971247 0.51154411817419121 -4.0047307865436261 0.62836700773018384 0.26751235175760441 -0.21993207184875263 2.0632046221813254 -0.66770913505554208 3.8551671490669253 -0.0075670093022008203 -1.8754841886867177 -1.0061475982666017 -1.4336089952095696 leaf_weight=62343 29 20 21 37 27 21 23 77 144 26 37 41 144 24 26 365 32 24 24 22 33 34 116 26 270 1704 1259 116 25 20 295622 22 25 23 leaf_count=62343 29 20 21 37 27 21 23 77 144 26 37 41 144 24 26 365 32 24 24 22 33 34 116 26 270 1704 1259 116 25 20 295622 22 25 23 internal_value=0 -3.03716 3.08711e-06 1.37515 -0.657351 0.591645 -0.732418 -0.000660677 -0.353825 0.167594 3.29889 -1.37507 -0.121322 -3.05925 -4.84047 0.309733 -0.658217 -1.42732 -1.68908 2.84514 0.000419974 1.17028 -0.1229 -2.43953 0.000128608 0.175698 0.0603506 1.03281 -0.00151376 1.34246 -0.00168271 -0.833362 -0.334956 -0.645216 internal_weight=0 72 362730 175 138 111 52 362555 1106 740 63 366 677 115 50 509 251 168 65 43 361449 90 193 58 361359 3349 2963 386 358010 45 357965 68 46 56 internal_count=362802 72 362730 175 138 111 52 362555 1106 740 63 366 677 115 50 509 251 168 65 43 361449 90 193 58 361359 3349 2963 386 358010 45 357965 68 46 56 cat_boundaries=0 7 8 14 20 27 cat_threshold=9437184 262148 4112 1080098816 4194304 16384 4 2624 2114560 134218752 134217744 0 66560 16384 134578208 8683520 529157 3221225473 4194560 128 75530368 1376292 1048576 33816849 571512833 335602706 130 is_linear=0 shrinkage=0.01 Tree=586 num_leaves=26 num_cat=0 split_feature=14 0 2 7 3 0 0 7 9 3 5 8 16 18 3 16 1 18 2 9 1 0 0 1 8 split_gain=5.65967e+06 1.37847e+07 3.81925e+06 4.39521e+07 8.85142e+07 2.89213e+07 3.30198e+06 2.77404e+06 4.85109e+06 4.71124e+06 1.94048e+06 1.91791e+06 862645 858516 2.01634e+06 1.45507e+06 2.27305e+06 1.27261e+06 1.49195e+06 1.14595e+06 905691 2.91891e+06 1.16275e+06 795209 601265 threshold=3182.0603000000006 747.41500000000008 2682.0900000000006 46.905000000000008 2725.8677800000005 2778.6210000000005 688.40820000000008 2822.9627650000007 754.45500000000004 991.56000000000017 442.11875000000003 1581.7937000000002 1078.6845000000003 1022.0625000000001 193.12912500000002 1188.6000000000001 860.12500000000011 922.84650000000011 15.579750000000002 754.45500000000004 7.1627500000000017 2778.6210000000005 2778.6210000000005 53.904000000000003 423.76650000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 7 5 11 6 23 13 10 -10 -9 -5 -2 17 19 16 -16 20 -19 24 22 -22 -1 -4 -15 right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.0054847456041168911 -0.84574444350074318 -8.8170585739135738 -0.22675429344177248 -1.2535968244777007 23.535386007557744 -12.544574712117512 3.3358341836929322 -1.1355907516479493 -0.6495772012472153 -7.2858290565273034 2.7691022033691404 2.5356851443377408 1.7320502063206262 -0.036178062622671696 -1.2817016652572986 -0.038796390645644246 -5.2954570715768003 -0.058792987906414532 3.6278394621894474 1.8524813326199852 0.040499629146890682 2.0557216821776496 -1.530564988231659 -2.7298085680874915 -1.8560334977649506 leaf_weight=320732 34 25 30 34 23 24 22 35 20 23 20 22 21 134 43 34 21 23 21 30 41266 72 50 22 21 leaf_count=320732 34 25 30 34 23 24 22 35 20 23 20 22 21 134 43 34 21 23 21 30 41266 72 50 22 21 internal_value=0 -2.66011 -6.72428e-06 1.46857 7.01869 -3.00551 0.0882424 -0.000723706 -1.68295 -4.1992 0.284298 0.23505 0.138504 -0.000268858 -0.550837 -1.71058 -2.59872 0.000161364 1.70074 0.0635128 -4.52668e-05 0.0440096 -0.00572246 -1.28574 -0.282739 internal_weight=0 80 362722 177 79 98 74 362545 98 43 55 56 55 362447 283 98 64 362164 44 185 362120 41338 320782 52 155 internal_count=362802 80 362722 177 79 98 74 362545 98 43 55 56 55 362447 283 98 64 362164 44 185 362120 41338 320782 52 155 is_linear=0 shrinkage=0.01 Tree=587 num_leaves=23 num_cat=1 split_feature=13 14 2 12 3 3 8 9 8 0 19 6 15 2 3 25 0 15 3 9 1 21 split_gain=6.44312e+06 9.5116e+06 3.18763e+06 3.87852e+07 8.07356e+07 1.37328e+07 1.72765e+06 2.31873e+06 1.62923e+06 3.12924e+06 904601 2.381e+06 1.41741e+06 3.52909e+06 1.03013e+06 4.95814e+06 1.22956e+06 895036 889332 715538 559964 243162 threshold=3214.9168000000004 3182.0603000000006 2682.0900000000006 85.709000000000017 1493.1141200000004 2725.8677800000005 2971.7767500000004 1972.2770000000003 103.56378000000002 688.40820000000008 1916.2125000000003 463.20250000000004 1947.7010000000002 466.01190000000003 888.08100000000013 0 688.40820000000008 52.229500000000009 4.4225000000000003 3.4050000000000007 53.904000000000003 7.3653500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 17 6 5 -5 8 10 19 9 20 12 21 14 18 16 -16 -1 -2 -14 -8 -4 -12 right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.00067042887925958098 -2.0304144351378732 -8.4711560648137869 0.26660258219792293 -2.4307667124712911 23.712605514526366 -7.5898602072945964 0.57938386432586175 -4.3321520832606728 -2.1525874155217952 3.4502512165705359 0.56955011122567312 -3.6254438316345214 0.88657850833166207 4.2799955608226634 -1.6107058492847111 0.049818969473367086 0.28796037575051531 0.65406062020195865 -1.4956015808105469 -1.6944533218383788 -1.9590487823486329 -0.64665010667616318 leaf_weight=359762 23 22 26 27 21 29 31 21 22 30 35 25 42 27 220 829 1482 27 25 25 20 31 leaf_count=359762 23 22 26 27 21 29 31 21 22 30 35 25 42 27 220 829 1482 27 25 25 20 31 internal_value=0 -2.99174 6.36865e-06 1.34931 9.00696 -1.54492 -0.000644921 -1.49838 0.243891 0.937608 -0.000326761 -0.997231 -7.64256e-05 1.22772 -0.000394989 -0.313312 0.000513676 -0.580798 -0.00229466 -0.435722 -0.701072 -0.00169545 internal_weight=0 72 362730 175 48 127 362555 77 98 76 362478 91 362387 94 362293 1049 361244 50 67 56 46 66 internal_count=362802 72 362730 175 48 127 362555 77 98 76 362478 91 362387 94 362293 1049 361244 50 67 56 46 66 cat_boundaries=0 6 cat_threshold=9437184 4 16 1073807360 4194304 16384 is_linear=0 shrinkage=0.01 Tree=588 num_leaves=22 num_cat=0 split_feature=13 17 2 12 14 1 1 16 8 5 8 9 19 6 15 2 17 11 9 1 21 split_gain=6.3149e+06 9.60053e+06 3.1242e+06 3.80134e+07 7.86135e+07 7.00788e+06 4.64127e+06 2.76853e+06 2.28565e+06 3.32845e+06 1.69327e+06 2.27259e+06 886599 2.33361e+06 1.38921e+06 3.45886e+06 1.43013e+06 799732 701298 700434 238323 threshold=3214.9168000000004 2221.3567500000004 2682.0900000000006 85.709000000000017 78.510500000000022 962.58510000000012 148.22950000000003 119.67775 271.4876000000001 152.04452500000002 2971.7767500000004 1972.2770000000003 1916.2125000000003 463.20250000000004 1947.7010000000002 466.01190000000003 3600.16113 2105.5980000000004 3.4050000000000007 14.503750000000002 7.3653500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 10 5 -5 6 -4 -2 9 -7 12 18 14 20 16 19 17 -1 -12 -16 -14 right_child=1 -3 3 4 -6 8 -8 -9 -10 -11 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=-0.00028015342115753387 -2.7520932977775052 -8.849826189994813 -1.0242476922112542 24.059189854621888 -1.899040194920131 -5.0831310874765574 4.9549118700027464 1.8937372172397116 -6.0735260681152345 0.35753775223441742 0.57358998644736503 -4.2888306862967358 0.56385459382193437 -3.5891893661499026 0.71263790406121152 4.2371954529373737 2.673600779056549 -0.85306975393945528 -1.6775087837219238 -1.464586778120561 -0.64018360276376041 leaf_weight=362163 29 20 37 20 28 22 20 23 25 23 31 21 35 25 45 27 20 110 25 22 31 leaf_count=362163 29 20 37 20 28 22 20 23 25 23 31 21 35 25 45 27 20 110 25 22 31 internal_value=0 -2.96182 5.87462e-06 1.33582 8.91689 -1.52947 1.0737 -0.697207 -3.6492 -2.30234 -0.000638902 -1.4834 -0.000323924 -0.987258 -7.60921e-05 1.21545 -0.00039147 -0.000539093 -0.431365 -0.00227169 -0.0016785 internal_weight=0 72 362730 175 48 127 57 52 70 45 362555 77 362478 91 362387 94 362293 362273 56 67 66 internal_count=362802 72 362730 175 48 127 57 52 70 45 362555 77 362478 91 362387 94 362293 362273 56 67 66 is_linear=0 shrinkage=0.01 Tree=589 num_leaves=24 num_cat=2 split_feature=13 17 2 7 10 0 12 0 16 7 2 5 4 21 8 21 2 25 24 20 5 3 21 split_gain=6.18923e+06 9.40948e+06 3.06202e+06 4.17906e+07 1.17452e+08 2.70587e+07 1.28579e+07 3.24187e+06 2.71344e+06 2.11926e+06 4.05089e+06 1.29854e+06 994878 806806 1.55524e+06 1.45745e+06 785500 3.57701e+06 476067 325695 120719 84711 55093.5 threshold=3214.9168000000004 2221.3567500000004 2682.0900000000006 46.905000000000008 11.273000000000001 2778.6210000000005 1017.6685000000001 688.40820000000008 119.67775 2822.9627650000007 784.03650000000005 622.44110000000012 7.273200000000001 1069.1935000000001 581.43500000000006 889.3329500000001 14.222000000000001 0 1 150.78750000000005 14.489570000000002 33.667500000000011 1633.9118400000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 left_child=2 8 9 5 -5 7 -6 12 -2 13 11 21 -4 15 19 16 18 -18 -1 22 -21 -11 -15 right_child=1 -3 3 4 6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 leaf_value=0.015508895548673003 -2.7245723857139716 -8.7613274593353285 -0.18836225271224977 25.770996328436809 -5.1239923014785305 -11.953773016357422 5.0373628530502321 3.2974404517087073 1.8747999726171081 -0.72639309030992016 -4.6874396569388255 1.8992679691314698 -3.0314912166595458 0.40492056286334993 -2.9634902829332992 2.1682489385143406 0.92405790641708663 0.034048291403393785 -0.011905050259961074 -0.46372663497924804 -1.5060642778873443 -1.5850547609329224 -0.15176684848964214 leaf_weight=85574 29 20 32 23 33 25 20 22 23 27 28 21 20 40 26 31 448 32462 243801 25 20 20 32 leaf_count=85574 29 20 32 23 33 25 20 22 23 27 28 21 20 40 26 31 448 32462 243801 25 20 20 32 internal_value=0 -2.9322 5.81571e-06 1.32246 6.89985 -2.95917 -1.28952 0.0795442 -0.690235 -0.000632513 -1.48622 -0.168075 -1.28187 -0.000239043 -0.751223 5.73573e-05 -0.000128171 0.046455 -0.0047826 -0.259608 -0.926988 -1.09178 0.157504 internal_weight=0 72 362730 175 76 99 53 74 52 362555 96 68 52 362459 143 362316 362285 32910 329375 117 45 47 72 internal_count=362802 72 362730 175 76 99 53 74 52 362555 96 68 52 362459 143 362316 362285 32910 329375 117 45 47 72 cat_boundaries=0 6 7 cat_threshold=8390656 0 0 278528 0 2048 7 is_linear=0 shrinkage=0.01 Tree=590 num_leaves=26 num_cat=0 split_feature=13 19 2 4 12 15 3 3 2 8 4 1 1 1 3 3 19 11 19 13 15 2 21 16 26 split_gain=2.63053e+06 1.16745e+07 1.05681e+07 3.3952e+06 3.12638e+07 7.87701e+07 2.11278e+07 3.80193e+06 6.7991e+06 3.39539e+06 8.42652e+06 2.47403e+06 7.3005e+06 1.82901e+06 3.74902e+06 2.14062e+06 785734 1.88952e+06 1.24027e+06 2.2329e+06 762305 742876 604590 504573 66764.3 threshold=3214.9168000000004 302.73810000000009 1468.575 2693.9010000000007 85.709000000000017 7.2255000000000011 2725.8677800000005 2725.8677800000005 1827.1555000000001 44.996000000000009 30.733578000000005 1461.4925000000003 53.904000000000003 2781.5828000000006 543.62350000000004 112.56150000000001 1602.6720400000004 17.816616500000006 1352.1000000000001 114.52500000000002 7.2255000000000011 251.15409550000004 367.68225000000007 16.251000000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 20 7 6 -6 11 13 9 10 -9 12 -5 16 15 24 18 23 21 -20 -2 -1 -19 -18 -15 right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 22 19 -21 -22 -23 -24 -25 -26 leaf_value=-0.0027729284695199685 0.50319322276115419 4.8752489414215088 -9.4854541223699389 -0.91374417675168884 22.225801653428512 -2.2025255518248588 -10.705009363719396 -1.8258597427436283 -5.9956658198915687 -2.7849356678369883 6.3109915313720704 -2.0043956960572138 6.55045829486847 1.2826482890333448 3.9889877362932475 -2.7636361236572267 -0.15621476881644306 -1.2868216141410498 -0.53909298624311175 4.129670822143555 -2.2247276515052432 0.11558430794080796 -3.3345825302033201 1.8455106234550476 0.6275153364453997 leaf_weight=357114 20 20 22 38 22 33 21 35 29 37 20 27 20 35 35 20 34 46 21 20 21 5383 21 20 28 leaf_count=357114 20 20 22 38 22 33 21 35 29 37 20 27 20 35 35 20 34 46 21 20 21 5383 21 20 28 internal_value=0 -1.78109 -3.89421 -0.000629539 1.45123 7.56881 -1.72299 -0.00127366 -1.77357 -0.442694 1.133 0.496097 1.66012 -0.000682527 1.24411 0.0866313 -0.00108755 -0.806786 -0.000818642 1.73835 -0.894035 -0.00101535 -1.92866 0.585165 0.991478 internal_weight=0 83 63 363059 161 55 106 362898 121 92 55 85 58 362777 118 83 362659 121 362538 41 41 362497 67 54 63 internal_count=363142 83 63 363059 161 55 106 362898 121 92 55 85 58 362777 118 83 362659 121 362538 41 41 362497 67 54 63 is_linear=0 shrinkage=0.01 Tree=591 num_leaves=25 num_cat=1 split_feature=17 9 4 12 3 3 3 1 12 1 1 1 4 26 11 5 4 20 20 3 4 25 10 17 split_gain=2.65575e+06 7.33521e+06 5.97737e+06 3.89289e+07 1.20032e+08 2.06984e+07 4.33191e+06 9.38103e+06 2.66744e+06 2.45939e+06 7.11504e+06 1.51787e+06 3.10405e+06 4.125e+06 3.81979e+06 1.32483e+06 3.2754e+06 1.03727e+06 597712 1.58643e+06 605781 1.90518e+06 1.51645e+06 559593 threshold=2221.3567500000004 2854.0889000000006 2693.9010000000007 85.709000000000017 1890.7105500000002 2725.8677800000005 2725.8677800000005 1892.2623000000001 114.01200000000001 1461.4925000000003 53.904000000000003 2781.5828000000006 14.450258500000002 2022.5000000000002 291.60000000000008 842.25950000000023 30.733578000000005 484.06875000000002 1116.9381800000003 274.86025000000006 40.805000000000007 0 3056.7500000000005 591.46600000000024 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=2 8 6 5 -5 9 11 15 -2 10 -4 18 13 -13 -14 16 -8 -10 20 23 22 -22 -1 -20 right_child=1 -3 3 4 -6 -7 7 -9 17 -11 -12 12 14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 leaf_value=-0.0037418385623171268 1.7363344623994184 -7.0247651624679568 -0.91809103437976258 -1.9471788371236702 28.318920631408691 -10.597958992549351 -1.3653043434845333 -6.9631369713374545 -0.72980440070754593 -1.9843517475216479 6.4849535160064695 4.8632732031080455 -2.8985860169318416 -0.424291446685791 2.4153302301963171 -2.0460636639595031 3.2715124883651732 -3.5433500194549561 -0.46862791169352003 -2.6913445074558258 0.63950406523324821 0.03686201445835393 -2.4188896017808181 1.2499205869436265 leaf_weight=343356 37 20 37 38 20 21 39 28 38 27 20 36 31 25 24 32 25 20 90 30 530 18568 26 24 leaf_count=343356 37 20 37 38 20 21 39 28 38 27 20 36 31 25 24 32 25 20 90 30 530 18568 26 24 internal_value=0 -1.52044 -0.000544797 1.91399 8.48941 -1.71814 -0.00140481 -1.87017 -0.361634 0.501812 1.67947 -0.000765991 1.14295 2.69624 -0.579786 -0.38472 0.445952 -1.69999 -0.00113186 -0.645269 -0.000875963 0.0539404 -0.00392471 -0.106828 internal_weight=0 115 363027 163 58 105 362864 124 95 84 57 362740 116 61 55 96 64 58 362624 144 362480 19098 343382 114 internal_count=363142 115 363027 163 58 105 362864 124 95 84 57 362740 116 61 55 96 64 58 362624 144 362480 19098 343382 114 cat_boundaries=0 6 cat_threshold=2048 134545408 16 262144 128 16384 is_linear=0 shrinkage=0.01 Tree=592 num_leaves=30 num_cat=1 split_feature=17 3 4 12 3 3 3 1 1 5 1 3 0 18 2 2 5 10 26 2 20 3 2 25 0 6 8 12 17 split_gain=2.61305e+06 1.06883e+07 5.9911e+06 3.97595e+07 1.1592e+08 2.02865e+07 3.95809e+06 9.42009e+06 2.41045e+06 6.99023e+06 2.32795e+06 4.50847e+06 4.73485e+06 2.19602e+06 2.00619e+06 4.15295e+06 2.2565e+06 1.84785e+06 1.21942e+06 763403 709521 1.11667e+06 819226 2.48633e+06 972345 544498 324695 225111 66881.8 threshold=1623.3237500000002 1890.7105500000002 2693.9010000000007 85.709000000000017 1890.7105500000002 2725.8677800000005 2725.8677800000005 1892.2623000000001 1461.4925000000003 121.03700000000002 2781.5828000000006 543.62350000000004 1519.5755740000002 1022.0625000000001 22.675479000000003 300.34390000000008 842.25950000000023 856.19400000000007 2022.5000000000002 56.412000000000013 1116.9381800000003 274.86025000000006 251.15409550000004 0 1275.1415000000002 221.35500000000002 28.228000000000002 108.74300000000001 2221.3567500000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 13 6 5 -5 8 10 14 9 -4 20 12 18 17 -8 -16 -17 25 -12 -15 22 27 24 -24 -1 26 28 -22 -2 right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 -13 -14 19 15 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=-0.0021580897680548907 0.32653071987628934 -7.4111687246958411 -0.91200071162468677 -1.9909021268950569 28.035730726242065 -10.491979379199799 -2.5869100097373678 -6.8935054888044087 -1.9645081530566568 6.4258219251632696 -3.1115657507854957 4.683985256802651 4.0390020605533019 -0.8392146021127701 4.4583939747810364 1.3534839394959537 -3.037732273101807 3.1493624817241326 -0.14746289716448105 -3.1714337631225584 0.043465978587536432 -2.4628813564366308 1.3539270991161934 0.083833363797398225 -0.53484474437403617 -1.4142657354603643 1.4361329480409624 -0.9563703208044172 -0.45646573553482689 leaf_weight=356703 20 24 37 36 20 21 27 28 27 20 23 31 23 32 20 22 25 22 35 25 76 29 149 5225 343 23 20 32 24 leaf_count=356703 20 24 37 36 20 21 27 28 27 20 23 31 23 32 20 22 25 22 35 25 76 29 149 5225 343 23 20 32 24 internal_value=0 -1.17344 -0.000401925 1.92821 8.7329 -1.70096 -0.00125781 -1.80216 0.496794 1.66267 -0.000651992 1.44083 0.199628 -0.271595 -0.285589 0.641809 -0.982269 0.560146 -1.32288 -1.86212 -0.00109729 -0.720613 -0.000825304 0.121723 -0.00266982 -0.0945979 0.379658 -0.252782 -0.100558 internal_weight=0 190 362952 161 56 105 362791 122 84 57 362669 112 81 166 94 67 47 109 58 57 362557 137 362420 5374 357046 87 64 108 44 internal_count=363142 190 362952 161 56 105 362791 122 84 57 362669 112 81 166 94 67 47 109 58 57 362557 137 362420 5374 357046 87 64 108 44 cat_boundaries=0 4 cat_threshold=16384 0 16 262145 is_linear=0 shrinkage=0.01 Tree=593 num_leaves=25 num_cat=0 split_feature=13 19 17 4 12 15 2 6 0 2 1 1 26 1 6 5 0 19 0 17 2 2 18 9 split_gain=2.59311e+06 1.1627e+07 1.35087e+07 3.23699e+06 2.96067e+07 7.54396e+07 1.80236e+07 3.06272e+06 1.46307e+06 5.1496e+06 1.15691e+07 9.46587e+06 3.73573e+06 1.0082e+06 6.7898e+06 2.67826e+06 2.56479e+06 1.29219e+06 2.31815e+06 1.09124e+06 774448 663678 614754 522517 threshold=3214.9168000000004 302.73810000000009 270.45080000000007 2693.9010000000007 85.709000000000017 7.2255000000000011 2682.0900000000006 137.52500000000001 2778.6210000000005 873.09500000000014 354.74564000000004 1461.4925000000003 2022.5000000000002 2781.5828000000006 814.10926000000006 14.489570000000002 141.63500000000002 1602.6720400000004 346.24075000000011 3600.16113 6.455000000000001 223.62625000000003 922.84650000000011 1600.0905700000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 23 8 6 -6 7 20 13 10 12 -11 -10 17 15 16 -15 19 22 21 -5 -1 -19 -2 right_child=1 -3 -4 4 5 -7 -8 -9 9 11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.0026742103539851582 -1.8474182687486922 4.8744163475036624 -10.666940992832183 0.046874440312385558 21.714054493470627 -2.1922627613761207 -9.0942466247558595 2.7394109522329795 -4.3141026485667515 0.97307299180464313 5.5705583847802256 -8.1081060759226471 0.48570689647428456 3.3393457431793214 5.6542879398663848 -2.5959963090492018 -1.1903699447631835 0.1855025292805263 -3.6157665528191463 2.335016348361969 -2.6175399551391605 0.10254710168782875 -1.6413083528518677 0.35786065881902523 leaf_weight=356412 21 20 20 24 22 33 25 37 34 22 29 24 31 25 24 33 25 70 27 20 20 6097 25 22 leaf_count=356412 21 20 20 24 22 33 25 37 34 22 29 24 31 25 24 33 25 70 27 20 20 6097 25 22 internal_value=0 -1.76835 -3.87717 -0.000601079 1.41702 7.37026 -1.67192 0.618918 -0.00123001 -1.02331 0.318336 -3.76493 -2.02496 -0.000835556 0.969714 -0.384861 1.07449 -0.00112192 -1.03011 -0.000775636 -1.16422 -0.000904504 -0.295237 -0.719136 internal_weight=0 83 63 363059 161 55 106 81 362898 140 94 46 65 362758 107 83 50 362651 122 362529 44 362509 95 43 internal_count=363142 83 63 363059 161 55 106 81 362898 140 94 46 65 362758 107 83 50 362651 122 362529 44 362509 95 43 is_linear=0 shrinkage=0.01 Tree=594 num_leaves=29 num_cat=0 split_feature=17 3 4 12 3 3 3 1 1 1 1 3 3 18 19 2 2 4 2 13 13 12 2 2 4 7 14 26 split_gain=2.54334e+06 1.03976e+07 5.77816e+06 3.8268e+07 1.12998e+08 1.96517e+07 3.85659e+06 9.18361e+06 2.33596e+06 6.88715e+06 2.24853e+06 4.39946e+06 2.29055e+06 2.14565e+06 3.66538e+06 1.96586e+06 4.06118e+06 2.20335e+06 730794 715876 786964 2.15408e+06 962956 631815 771117 408656 38436.8 4073.53 threshold=1623.3237500000002 1890.7105500000002 2693.9010000000007 85.709000000000017 1890.7105500000002 2725.8677800000005 2725.8677800000005 1892.2623000000001 1461.4925000000003 53.904000000000003 2781.5828000000006 543.62350000000004 112.56150000000001 1022.0625000000001 302.73810000000009 22.675479000000003 300.34390000000008 1116.5450000000003 56.412000000000013 2172.3225000000007 942.81900000000007 1621.2640000000004 2682.0900000000006 784.03650000000005 29.837500000000002 149.17670000000001 5.7767500000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 6 5 -5 8 10 15 9 -4 19 12 27 14 25 -8 -17 -18 -15 20 22 -22 -1 24 -21 26 -2 -12 right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 -13 -14 18 -16 16 17 -19 -20 23 21 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.0015839667587545566 -0.076678429092679704 -7.3099782212575279 -0.91161353056495265 -2.0183103950156105 27.627482473373412 -10.319190808250791 -2.5595509331314652 -6.805923643112183 -1.9266918018018757 6.3719070100784307 1.2232689605440412 4.6197576947366041 -2.7468781623840335 -0.8395396560430527 4.0999100643655524 4.4107345371246343 -2.8329642571343316 1.5462228801846505 -3.1214050220489504 0.51218927693367011 0.6814009094685739 -1.9540759569055894 1.0216251323534096 -2.3545671861821957 -1.5528796447407114 -1.3125508480687296 0.47287030410766606 1.0580233823336087 leaf_weight=361983 35 24 37 36 20 21 27 28 27 20 35 31 20 32 23 20 27 20 25 40 353 34 92 22 33 31 20 26 leaf_count=361983 35 24 37 36 20 21 27 28 27 20 35 31 20 32 23 20 27 20 25 40 353 34 92 22 33 31 20 26 internal_value=0 -1.15767 -0.000389564 1.89363 8.56947 -1.66681 -0.0012301 -1.77889 0.496283 1.64401 -0.000632101 1.41605 0.189944 -0.26818 0.553968 -0.281476 0.636554 -0.96948 -1.84036 -0.00106974 -0.00084225 0.44986 -0.00132398 -0.869031 -0.421335 -0.394365 0.123157 1.15284 internal_weight=0 190 362952 161 56 105 362791 122 84 57 362669 112 81 166 109 94 67 47 57 362557 362462 387 362075 95 73 86 55 61 internal_count=363142 190 362952 161 56 105 362791 122 84 57 362669 112 81 166 109 94 67 47 57 362557 362462 387 362075 95 73 86 55 61 is_linear=0 shrinkage=0.01 Tree=595 num_leaves=33 num_cat=3 split_feature=3 25 1 4 10 21 3 24 7 12 6 0 4 1 3 0 0 8 6 19 6 1 1 8 4 10 7 0 24 3 18 6 split_gain=3.76505e+06 8.25743e+07 1.22336e+08 9.53079e+07 1.15048e+08 1.22455e+07 1.20351e+07 5.89496e+06 5.32427e+06 6.93598e+06 6.88727e+06 2.566e+06 1.96863e+06 1.48074e+06 5.67607e+06 4.1545e+06 3.28093e+06 4.70139e+06 1.40416e+06 1.0905e+06 1.34697e+06 961378 875611 831190 2.81408e+06 768652 631253 610425 566989 300528 226800 970.977 threshold=1493.1141200000004 0 2781.5828000000006 2693.9010000000007 148.74825000000001 94.555750000000018 2725.8677800000005 1 762.97500000000002 10.541214000000002 1324.2200000000003 1275.1415000000002 2693.9010000000007 2781.5828000000006 648.27500000000009 1519.5755740000002 2778.6210000000005 86.277750000000012 898.38705000000004 1916.2125000000003 463.20250000000004 202.05250000000004 523.64669700000002 1581.7937000000002 680.56950000000018 195.43457000000004 576.56500000000017 299.04000000000008 2 222.04049700000004 922.84650000000011 11.849250000000001 decision_type=2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=12 2 6 5 -5 7 11 18 9 -9 -10 26 13 16 15 27 19 21 25 23 30 -18 29 28 -25 -3 -2 -15 -1 31 -21 -14 right_child=1 3 -4 4 -6 -7 -8 8 10 -11 -12 -13 22 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.042595198699818745 -0.13456095915574293 -0.085137275184903827 -28.751445436023534 34.501972259521487 3.5385069796244299 8.4314631912925027 -8.2666648367176894 1.9230712350764696 7.755533322301404 -2.9093767211311738 0.42792376559713613 3.0016041510445728 -1.3152635086150397 -0.64444966888427735 5.7022354767539287 3.6180802366007931 -2.5027058432318947 1.3145476618409158 -3.3136158692836761 0.023763797806530464 -3.3384841169629778 -5.0629506059126417 -2.8582148865461354 1.0887612713168309 -1.5571553621292114 -2.2280204157395795 -2.4361315358768811 -2.7498827279749372 0.0026087328268978686 0.19282177022525243 -1.2751486043930054 -1.2201991588419134 leaf_weight=30271 26 70 21 20 30 22 23 136 29 38 23 21 21 40 22 23 44 32 24 41 21 22 30 205 50 22 22 21 331624 21 20 22 leaf_count=30271 26 70 21 20 30 22 23 136 29 38 23 21 21 40 22 23 44 32 24 41 21 22 30 205 50 22 22 21 331624 21 20 22 internal_value=0 0.844297 -6.40629 2.90783 15.9239 1.19979 -2.0021 0.734594 1.63447 0.867709 4.51448 0.08609 -0.00155695 -0.00118167 1.18056 -0.00368665 -0.00152739 -1.831 -1.06748 -0.00103243 -1.15411 -3.35612 -1.44853 -0.000771345 0.569954 -0.597566 -1.18945 -1.36927 -0.00117349 -0.787745 -0.402109 -1.26663 internal_weight=0 527 113 414 50 364 92 342 226 174 52 69 362530 362436 106 84 362330 98 116 362232 82 66 94 362150 255 92 48 61 361895 64 61 43 internal_count=363057 527 113 414 50 364 92 342 226 174 52 69 362530 362436 106 84 362330 98 116 362232 82 66 94 362150 255 92 48 61 361895 64 61 43 cat_boundaries=0 7 8 9 cat_threshold=134217728 0 4096 1073741824 4194304 0 4 3212 128 is_linear=0 shrinkage=0.01 Tree=596 num_leaves=33 num_cat=3 split_feature=3 25 1 4 10 21 3 24 5 0 6 0 5 4 1 3 0 0 5 1 19 6 1 8 0 10 7 0 24 3 18 6 split_gain=3.69013e+06 8.09311e+07 1.19902e+08 9.34112e+07 1.12759e+08 1.20018e+07 1.17956e+07 5.77765e+06 5.77769e+06 7.96044e+06 4.97982e+06 2.51494e+06 1.93623e+06 1.92945e+06 1.45127e+06 5.56312e+06 4.07182e+06 3.21564e+06 5.62651e+06 1.92864e+06 1.0688e+06 1.32017e+06 858187 814650 2.81455e+06 785886 618691 598278 555710 294547 222287 951.653 threshold=1493.1141200000004 0 2781.5828000000006 2693.9010000000007 148.74825000000001 94.555750000000018 2725.8677800000005 1 288.75836000000004 1519.5755740000002 141.02500000000003 1275.1415000000002 923.46450000000016 2693.9010000000007 2781.5828000000006 648.27500000000009 1519.5755740000002 2778.6210000000005 305.32623000000007 133.85250000000005 1916.2125000000003 463.20250000000004 523.64669700000002 1581.7937000000002 1117.6621800000003 195.43457000000004 576.56500000000017 299.04000000000008 2 222.04049700000004 922.84650000000011 11.849250000000001 decision_type=2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=13 2 6 5 -5 7 11 12 10 -10 -9 26 25 14 17 16 27 20 19 -19 23 30 29 28 -25 -3 -2 -16 -1 31 -22 -15 right_child=1 3 -4 4 -6 -7 -8 8 9 -11 -12 -13 -14 22 15 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.042169387526259018 -0.13321533790001502 -0.017457352793878979 -28.463930954706104 34.156952537536625 3.5031216131846112 8.3471481392600317 -8.183998144398565 1.3193378681703047 5.2959226523966025 -1.7356984056745257 -3.5469006005273416 2.9715878677368166 -3.8184725570678713 -1.3021108458155677 -0.6380051310062409 5.6452132381092417 3.581899123399154 -1.8492926273345947 2.9192393178939819 -5.1272937372752594 0.023526162752291052 -3.3050992461613249 -2.829632793108622 0.18791591340857269 3.4971004676818849 -2.1770221159674903 -2.4117702232707634 -2.7223838628473738 0.0025826462268576421 0.19089359321853233 -1.2623971281051636 -1.2079972236806698 leaf_weight=30271 26 72 21 20 30 22 23 110 69 21 26 21 22 21 40 22 23 50 20 28 41 21 30 226 29 22 22 21 331624 21 20 22 leaf_count=30271 26 72 21 20 30 22 23 110 69 21 26 21 22 21 40 22 23 50 20 28 41 21 30 226 29 22 22 21 331624 21 20 22 internal_value=0 0.835854 -6.34223 2.87875 15.7647 1.18779 -1.98208 0.727248 1.61812 3.65521 0.389028 0.085229 -1.05681 -0.00154139 -0.00116986 1.16876 -0.00364984 -0.00151212 -1.81269 -3.02601 -0.00102212 -1.14257 -1.43405 -0.000763642 0.564255 -0.522887 -1.17755 -1.35558 -0.00116177 -0.779867 -0.398088 -1.25396 internal_weight=0 527 113 414 50 364 92 342 226 90 136 69 116 362530 362436 106 84 362330 98 78 362232 82 94 362150 255 94 48 61 361895 64 61 43 internal_count=363057 527 113 414 50 364 92 342 226 90 136 69 116 362530 362436 106 84 362330 98 78 362232 82 94 362150 255 94 48 61 361895 64 61 43 cat_boundaries=0 7 8 9 cat_threshold=134217728 0 4096 1073741824 4194304 0 4 3212 128 is_linear=0 shrinkage=0.01 Tree=597 num_leaves=30 num_cat=1 split_feature=1 12 4 9 0 16 0 3 8 7 4 2 12 4 5 3 14 13 16 8 1 0 18 20 25 16 5 0 3 split_gain=3.69218e+06 1.06199e+07 4.59734e+07 2.01359e+07 5.91219e+06 5.95184e+06 4.0632e+06 3.99713e+06 2.9292e+06 1.29812e+07 3.24945e+06 3.48434e+06 2.57055e+06 2.26258e+06 7.61322e+06 2.13684e+06 1.1245e+07 5.87752e+06 2.12381e+06 2.33211e+06 1.7578e+06 1.73498e+06 668241 1.06656e+06 555541 369251 306800 54025.7 31462 threshold=2781.5828000000006 33.32500000000001 1888.1190000000004 250.65000000000003 2778.6210000000005 23.336000000000002 2778.6210000000005 648.27500000000009 1973.6620000000003 2822.9627650000007 2693.9010000000007 193.49000000000004 266.68300000000005 1888.1190000000004 305.32623000000007 1493.1141200000004 1061.9390000000003 4.7600710000000017 494.52696000000009 2971.7767500000004 133.85250000000005 28.442500000000006 1530.3410000000001 252.44950000000003 0 1078.6845000000003 17.696600000000004 137.52300000000002 53.901250000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=4 3 -3 6 8 13 7 27 10 18 15 28 -13 14 20 22 17 -17 19 21 -6 -10 24 -24 -1 -20 -21 -2 -12 right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 11 12 -14 -15 -16 16 -18 -19 25 26 -22 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=0.039724286725464478 -1.2309209196384137 -2.4139218598443111 14.937536327655499 -9.4838489279747016 -2.6510536784314094 2.3772923522949219 4.9893114868164066 3.0707256472110749 0.47221319293975833 8.454770632657139 -0.30720696706771849 -1.5680188083648683 -6.6380755965709684 -5.810485345591669 3.1586466455459594 0.96866826089652802 6.628684342066447 -2.1472926972787589 -2.6551083402633671 0.019438178698221842 -5.8915473439143247 3.3657071850466171 -0.054641220430110361 -1.8623385895729063 -0.004733928551995603 -0.75653173719133648 -1.4647003955107467 -1.9222384727001192 0.2178327317039172 leaf_weight=30703 26 37 26 20 47 25 25 32 40 22 25 20 20 23 20 259 30 79 20 30 26 43 94 50 331227 21 26 20 21 leaf_count=30703 26 37 26 20 47 25 25 32 40 22 25 20 20 23 20 259 30 79 20 30 26 43 94 50 331227 21 26 20 21 internal_value=0 1.40823 4.747 -0.301867 -0.0010446 -2.04834 1.48104 0.356596 -0.000248783 1.20362 -0.000919575 -1.94451 -4.10305 -3.00214 -2.3076 -0.000458402 0.761167 0.240382 0.317364 0.907301 -3.8052 1.97125 -0.00123249 -0.682314 -0.000961513 -1.68267 -0.669626 -1.53149 -0.0675149 internal_weight=0 186 63 123 362871 141 103 78 362730 202 362528 86 40 116 93 362442 368 338 180 139 73 83 362074 144 361930 41 56 46 46 internal_count=363057 186 63 123 362871 141 103 78 362730 202 362528 86 40 116 93 362442 368 338 180 139 73 83 362074 144 361930 41 56 46 46 cat_boundaries=0 6 cat_threshold=8405124 1048580 335545428 2252669456 537036929 268452934 is_linear=0 shrinkage=0.01 Tree=598 num_leaves=21 num_cat=0 split_feature=8 7 12 11 13 11 0 7 20 20 8 9 7 2 9 2 0 7 2 12 split_gain=3.50124e+06 1.82571e+07 3.74529e+07 5.12177e+06 3.67697e+06 5.04955e+06 2.9243e+06 2.5746e+06 1.08457e+06 2.51847e+06 1.00547e+06 1.00111e+06 902603 1.25039e+07 6.91355e+07 9.27307e+06 1.84477e+07 4.63419e+06 629972 449542 threshold=1973.6620000000003 2822.9627650000007 150.96810000000002 2105.5980000000004 3214.9168000000004 529.78250000000014 1519.5755740000002 519.7600000000001 2769.4572500000004 1925.7125000000003 2971.7767500000004 15.156750000000001 28.915000000000003 2682.0900000000006 131.25510000000006 2682.0900000000006 2778.6210000000005 29.384150000000005 673.68310000000008 452.93529999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 6 8 -6 7 10 9 12 11 -2 15 17 -15 18 -17 -14 -1 -9 right_child=1 2 -4 -5 5 -7 -8 19 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20 -21 leaf_value=-0.0044561273254886524 3.1364026161476422 -2.9311828414253571 14.290859898158484 -3.6397119173322405 -0.074408886021581189 -6.6058704395294194 3.1834363881279439 -1.1519283061557346 -1.7610258278506143 2.6082166223912631 -0.29300725970326402 0.35930307404994966 1.8915485799312592 19.623772737503053 -3.8073450913148772 -0.55108578654697971 -10.710767796834309 0.039069557426714287 0.26075471315126375 -3.1299788475036623 leaf_weight=342333 27 23 28 35 29 20 34 27 35 37 41 25 136 20 34 70 24 19161 898 20 leaf_count=342333 27 23 28 35 29 20 34 27 35 37 41 25 136 20 34 70 24 19161 898 20 internal_value=0 1.15971 6.52406 -0.149295 -0.00115071 -2.74031 0.552801 -0.0860678 -0.000780707 -0.000610852 0.87798 1.80126 -0.000877003 0.0655722 4.87085 -0.00462231 -3.14505 0.0521253 -0.00376225 -1.99365 internal_weight=0 260 51 209 362797 49 174 140 362748 362713 93 52 362676 19351 54 343325 94 19297 343231 47 internal_count=363057 260 51 209 362797 49 174 140 362748 362713 93 52 362676 19351 54 343325 94 19297 343231 47 is_linear=0 shrinkage=0.01 Tree=599 num_leaves=27 num_cat=1 split_feature=1 12 4 4 3 0 16 0 6 1 4 6 4 5 1 1 3 24 16 7 8 3 0 3 3 2 split_gain=3.59551e+06 1.02555e+07 4.47352e+07 1.09977e+07 6.75343e+06 5.78205e+06 5.83939e+06 3.40004e+06 2.8918e+06 1.50462e+07 2.39115e+06 3.05837e+06 2.22896e+06 7.43637e+06 2.22659e+06 1.72758e+06 1.54709e+06 5.45519e+06 1.07893e+07 2.11819e+06 1.39532e+06 1.23693e+06 1.12792e+06 866743 733428 590877 threshold=2781.5828000000006 33.32500000000001 1888.1190000000004 1522.8167500000002 648.27500000000009 2778.6210000000005 23.336000000000002 1275.1415000000002 2976.3936000000008 523.64669700000002 2693.9010000000007 368.02500000000003 1888.1190000000004 305.32623000000007 962.58510000000012 133.85250000000005 1118.1025000000002 0 635.52750000000003 826.12250000000006 824.40500000000009 888.08100000000013 992.19979999999998 267.43912000000006 481.20000000000005 15.579750000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 7 8 12 -2 10 20 16 23 13 15 -13 -7 21 18 -18 -19 25 24 -23 -12 -1 -10 right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 11 14 -14 -15 -16 -17 17 19 -20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.0015221927119366057 -1.6889849023591905 -2.3931703131907698 14.72302986731896 -4.8495810204583245 6.1745495518048612 -2.6169755282300584 2.3579580080509186 3.3205567765235902 1.4714421913840554 8.3849827239990233 -0.96357961145139515 -1.5111534133324256 -5.7578126575635826 3.1213302936553955 -5.9492569902688262 -5.8294879883986255 1.0106393064169519 0.081111185497220822 8.3164720119129534 -1.7460788161938008 -2.7235826624994695 -0.39523296103203037 -2.1719612554224526 1.6676356482931547 0.22336991527844427 -0.90346554720401773 leaf_weight=360078 42 37 26 37 24 47 25 20 22 25 31 26 23 20 20 26 249 340 22 78 23 278 41 21 1456 20 leaf_count=360078 42 37 26 37 24 47 25 20 22 25 31 26 23 20 20 26 249 340 22 78 23 278 41 21 1456 20 internal_value=0 1.38968 4.67066 -0.290826 1.6705 -0.00102866 -2.02566 -0.0730037 -0.000241647 1.79205 -0.000686458 -1.56251 -2.97041 -2.28105 -3.44076 -3.76116 -0.000264277 0.473143 1.54666 -0.253777 -0.743692 -0.00116569 -0.62359 0.0990266 -0.000616488 0.340534 internal_weight=0 186 63 123 86 362871 141 62 362730 90 362640 98 116 93 46 73 362542 689 271 418 65 361853 319 52 361534 42 internal_count=363057 186 63 123 86 362871 141 62 362730 90 362640 98 116 93 46 73 362542 689 271 418 65 361853 319 52 361534 42 cat_boundaries=0 1 cat_threshold=3122 is_linear=0 shrinkage=0.01 Tree=600 num_leaves=39 num_cat=5 split_feature=4 17 12 2 2 2 3 4 2 7 3 26 10 25 7 7 2 12 10 3 5 24 4 9 3 7 7 26 11 3 25 2 7 25 9 9 24 26 split_gain=3.96975e+06 2.11088e+07 4.02155e+07 7.13051e+07 7.86315e+06 4.10205e+06 8.04369e+06 4.02154e+06 3.57723e+06 3.36471e+06 2.31399e+06 1.9488e+06 1.28732e+06 5.40986e+06 1.55151e+07 1.9661e+06 2.73165e+06 3.01967e+06 1.51974e+06 1.33755e+06 1.21467e+06 1.90283e+06 4.19493e+06 1.54538e+06 1.45552e+06 1.26609e+06 1.2291e+06 1.16586e+06 1.49677e+06 870130 2.96326e+06 3.85393e+06 1.48484e+06 569741 2.07603e+06 573309 482119 8122.11 threshold=2693.9010000000007 1179.9325000000001 85.709000000000017 1271.7445000000002 2682.0900000000006 2682.0900000000006 1890.7105500000002 1116.5450000000003 1107.4580000000003 14.459450000000002 358.01332900000006 2022.5000000000002 941.87500000000011 0 1538.3385000000001 576.56500000000017 242.57000000000002 414.53978000000001 1935.1350000000002 748.6165000000002 1146.4585000000004 1 785.57750000000021 827.32299999999998 991.56000000000017 1538.3385000000001 762.97500000000002 2022.5000000000002 182.83984000000004 205.56000000000003 2 723.85250000000008 1941.9625000000003 3 375.64974000000007 375.64974000000007 4 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 9 2 2 1 2 left_child=5 2 4 -4 8 12 7 10 9 11 37 -2 20 14 18 16 36 -18 19 -14 29 22 23 -22 -24 26 -23 -17 -29 33 31 -31 -32 34 -1 -35 -15 -7 right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12 -13 13 15 -16 27 17 -19 -20 -21 21 25 24 -25 -26 -27 -28 28 -30 30 32 -33 -34 35 -36 -37 -38 -39 leaf_value=0.034541035003637692 3.8613756320476535 -8.170594261169434 -2.2080440866379512 23.553592858748001 -4.8799934755522631 -0.45674382703057653 -6.6157205878363721 2.9990088279724119 4.7338081505185086 -3.300239840916225 -4.2719260506007979 -0.45164968750693585 0.82372081584164081 0.2581098086614747 8.7555864524841311 -3.3202245677601208 4.002398285600874 -0.013908389653915014 2.7826658616463344 -1.4944891476631166 -0.85371720347059776 0.12764930705229441 -2.3379217831636296 1.7259327143209953 -5.8445735449790961 2.378100101297552 -1.8964545663665322 1.6001386469886416 -1.3812025023874115 0.32885481781678821 -0.027228480441416254 1.9841982034842174 2.4668407368659975 -0.0046900751909665526 0.85313975744186699 -0.22559719960147592 -0.58038748696892561 -0.68161867380142216 leaf_weight=23199 20 20 21 22 29 29 27 25 21 21 23 22 112 111 28 22 36 39 30 32 166 255 29 27 20 22 34 21 85 1429 4427 156 24 330862 314 1179 157 36 leaf_count=23199 20 20 21 22 29 29 27 25 21 21 23 22 112 111 28 22 36 39 30 32 166 255 29 27 20 22 34 21 85 1429 4427 156 24 330862 314 1179 157 36 internal_value=0 1.50156 2.74158 10.9723 -0.390475 -0.000648678 -1.71205 -0.54038 1.15948 -0.0319654 -1.54589 1.60217 1.17021e-05 0.436962 1.75976 -0.164228 0.226969 1.91392 0.735132 0.308563 -0.000800319 -0.469112 -1.11035 -0.492834 -3.76921 0.0635181 -0.110481 -1.22535 -0.790559 -8.41042e-05 0.118975 0.488695 -0.0137495 -0.00210529 0.0454535 -0.0054743 -0.245125 -0.58129 internal_weight=0 176 156 43 113 362956 140 113 84 63 88 42 362816 673 202 471 343 75 174 144 362143 553 242 193 49 311 289 128 106 361590 6036 1585 4451 355554 23513 332041 268 65 internal_count=363132 176 156 43 113 362956 140 113 84 63 88 42 362816 673 202 471 343 75 174 144 362143 553 242 193 49 311 289 128 106 361590 6036 1585 4451 355554 23513 332041 268 65 cat_boundaries=0 3 4 10 16 17 cat_threshold=32768 262144 256 3109 3162272 142671872 67637584 67109376 8471552 16512 2155872256 1074790404 67648 1147404288 2688 2424333398 1075 is_linear=0 shrinkage=0.01 Tree=601 num_leaves=37 num_cat=3 split_feature=4 17 12 2 2 2 2 7 18 12 26 10 25 7 8 7 2 12 12 5 8 8 2 6 14 9 26 12 4 4 7 26 5 25 16 24 split_gain=3.89075e+06 2.06888e+07 3.94152e+07 6.98861e+07 7.70668e+06 4.02042e+06 3.50605e+06 3.29775e+06 2.79492e+06 6.41892e+06 1.91002e+06 1.26142e+06 5.30259e+06 1.52063e+07 3.82649e+06 1.92672e+06 2.67759e+06 2.95958e+06 1.8646e+06 1.1905e+06 3.34273e+06 2.67861e+06 5.59837e+06 1.29977e+06 1.52911e+06 1.29143e+06 1.14265e+06 1.11063e+06 738966 1.45864e+06 714279 707135 613373 1.25205e+06 641259 473168 threshold=2693.9010000000007 1179.9325000000001 85.709000000000017 1271.7445000000002 2682.0900000000006 2682.0900000000006 1107.4580000000003 14.459450000000002 11.639400000000004 285.16700000000009 2022.5000000000002 941.87500000000011 0 1538.3385000000001 1148.5039000000004 576.56500000000017 242.57000000000002 414.53978000000001 18.893000000000004 1146.4585000000004 1148.5039000000004 1973.6620000000003 198.67650000000003 1937.6795000000002 1182.8200000000004 548.96735000000001 2022.5000000000002 310.56000000000006 7.273200000000001 862.3225000000001 53.282500000000006 2022.5000000000002 553.36150000000009 1 889.3329500000001 2 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 left_child=5 2 4 -4 6 11 7 10 9 28 -2 19 13 14 18 16 35 -18 -13 21 23 32 30 24 -21 -22 -17 -28 31 -30 -23 -7 34 -34 -1 -14 right_child=1 -3 3 -5 -6 8 -8 -9 -10 -11 -12 12 15 -15 -16 26 17 -19 -20 20 25 22 -24 -25 -26 -27 27 -29 29 -31 -32 -33 33 -35 -36 -37 leaf_value=-0.0016883290367668397 3.8227618994712826 -8.0888883514404295 -2.1859636605814807 23.318056022470646 -4.8311934688173492 0.50601711150138606 4.6864700063069664 -3.2672374116806759 1.4113698625564575 -7.4913561592102056 -0.4471332413500006 1.6089699569738136 0.25574201237441097 8.66803055354527 4.2658786737001861 -3.287022277658636 3.9623743041356403 -0.013769288185315254 -0.7321508526802063 -0.45269670673379941 -1.2067686092412031 0.85406411658393011 5.1653439871678426 1.9731590076593253 2.1910891384663791 -4.2458923047164392 0.77393179714679716 -1.4557719666410136 -4.2108395595550538 -0.58761683959960942 -1.2033040601235849 -1.9057785987854003 0.76271631213104207 0.033420080392276452 0.46238678877385675 -0.57493115215244406 leaf_weight=359957 20 20 21 22 29 31 21 21 24 20 22 53 111 28 26 22 36 39 95 448 27 45 31 26 23 29 32 74 20 25 27 20 308 924 298 157 leaf_count=359957 20 20 21 22 29 31 21 21 24 20 22 53 111 28 26 22 36 39 95 448 27 45 31 26 23 29 32 74 20 25 27 20 308 924 298 157 internal_value=0 1.48654 2.71416 10.8626 -0.38657 -0.00064228 1.14788 -0.0316457 -1.69493 -2.33762 1.58615 1.14963e-05 0.432545 1.74216 0.727781 -0.162653 0.224606 1.89478 0.106223 -0.000792316 -0.464421 -8.32631e-05 1.61232 -0.203443 -0.323595 -2.7806 -1.21309 -0.782654 -1.26392 -2.19794 0.0825511 -0.439785 -0.000542693 0.222206 -0.00130445 -0.242794 internal_weight=0 176 156 43 113 362956 84 63 140 116 42 362816 673 202 174 471 343 75 148 362143 553 361590 103 497 471 56 128 106 96 45 72 51 361487 1232 360255 268 internal_count=363132 176 156 43 113 362956 84 63 140 116 42 362816 673 202 174 471 343 75 148 362143 553 361590 103 497 471 56 128 106 96 45 72 51 361487 1232 360255 268 cat_boundaries=0 3 10 11 cat_threshold=32768 262144 256 11534336 134480896 1048832 0 4198400 0 4 1075 is_linear=0 shrinkage=0.01 Tree=602 num_leaves=26 num_cat=1 split_feature=6 7 1 7 7 3 1 13 2 0 2 0 26 6 0 25 26 2 10 9 3 0 2 3 1 split_gain=3.32772e+06 2.48901e+07 1.75761e+07 7.3297e+06 3.42638e+06 1.2774e+07 8.22218e+06 2.86934e+07 1.455e+07 7.23537e+06 2.14504e+06 2.43929e+06 2.8948e+06 1.68477e+06 1.5775e+06 9.10886e+06 1.39677e+07 5.10878e+06 2.09964e+06 4.16945e+06 1.74301e+06 1.4999e+06 202565 99710.5 14872.3 threshold=2976.3936000000008 2822.9627650000007 1461.4925000000003 233.45214000000001 2822.9627650000007 1282.3492500000004 2781.5828000000006 312.11975000000007 2682.0900000000006 992.19979999999998 2682.0900000000006 992.19979999999998 2022.5000000000002 652.29725000000008 1117.6621800000003 0 2022.5000000000002 581.81775000000005 3056.7500000000005 168.27750000000003 2725.8677800000005 22.611000000000004 9.5840000000000014 0.74700000000000011 9.1405000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=4 2 3 22 6 13 10 8 9 21 14 12 -12 23 18 16 -16 -17 20 -20 -1 -8 -2 -6 -14 right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 11 -13 24 -15 15 17 -18 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=-0.001441553788310408 -0.69262820925031388 8.4172099404585996 -9.4909755325317384 5.3508613791832556 -0.24455419616699217 -7.1886898089993387 1.7949351720152231 12.912663348371332 -7.0778392101469487 5.9907085387408738 2.0628006782531738 -3.4454872221695751 -1.8111707803477413 2.5318900871276857 6.6886529958457279 -0.51139926908709066 -0.51497881627550313 1.4476755473746195 -0.69560303397800616 5.5474195194244382 -1.6919647457951406 -1.3223153917717212 -2.0103043159246448 -1.1918634815216065 -2.1840296459197996 leaf_weight=361747 28 38 20 26 25 31 29 22 21 32 30 38 23 26 57 511 51 180 23 20 61 33 20 20 20 leaf_count=361747 28 38 20 26 25 31 29 22 21 32 30 38 23 26 57 511 51 180 23 20 61 33 20 20 20 internal_value=0 1.58755 -1.17337 1.07463 -0.0004994 -1.83305 1.56769e-05 2.44937 0.447694 2.12893 -0.000909343 -1.39083 -0.321281 0.505324 -0.000483916 0.443362 3.00838 -0.00106052 -0.00146397 2.20813 -0.00172657 0.135753 -1.24166 -0.665581 -1.98459 internal_weight=0 132 94 74 363000 102 362898 137 115 94 362761 111 73 71 362650 799 108 691 361851 43 361808 62 48 45 43 internal_count=363132 132 94 74 363000 102 362898 137 115 94 362761 111 73 71 362650 799 108 691 361851 43 361808 62 48 45 43 cat_boundaries=0 4 cat_threshold=8389120 262144 0 1073741824 is_linear=0 shrinkage=0.01 Tree=603 num_leaves=29 num_cat=1 split_feature=4 17 12 1 2 1 2 0 0 2 26 2 1 4 1 1 0 3 2 0 4 21 3 10 25 3 19 26 split_gain=3.77454e+06 2.03688e+07 3.85549e+07 8.77378e+07 7.51488e+06 4.03702e+06 3.8808e+06 1.69103e+07 4.11843e+06 6.4777e+06 8.5254e+06 5.3739e+06 4.69072e+06 2.12552e+06 2.82687e+06 1.50513e+06 4.82043e+06 5.36764e+06 4.89757e+06 4.19331e+06 3.72165e+06 936375 2.23947e+06 1.20959e+06 2.37561e+06 648216 545077 111725 threshold=2693.9010000000007 1179.9325000000001 85.709000000000017 962.58510000000012 2682.0900000000006 733.85806350000018 2682.0900000000006 1884.2950000000003 2778.6210000000005 27.046500000000005 2022.5000000000002 1107.4580000000003 585.22500000000014 1116.5450000000003 289.85000000000008 1892.2623000000001 591.40200000000016 815.10500000000013 486.17193650000007 22.257205000000003 1116.5450000000003 704.21750000000009 481.20000000000005 856.19400000000007 0 1890.7105500000002 1024.9748855000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=6 2 4 -4 5 27 8 13 15 10 -10 12 -11 14 -8 21 17 19 -18 -17 -20 23 26 25 -25 -1 -23 -2 right_child=1 -3 3 -5 -6 -7 7 -9 9 11 -12 -13 -14 -15 -16 16 18 -19 20 -21 -22 22 -24 24 -26 -27 -28 -29 leaf_value=-0.001242636772384335 0.096402601599693299 -8.0369138565063469 -3.2146052932739257 25.361741027832032 -4.7734086819352779 4.2311107812608997 1.1043491361496296 -8.0500643169879922 7.0595506105924901 1.0163510168166388 -0.65421529780263488 3.5640736919900644 -5.5205603060515038 2.851102565924327 -2.5908924174953154 2.1021493877581698 -1.1273512640705814 -5.051154116675967 6.1338286108440823 -1.6238212254264139 1.5543959989768588 -0.0012535953663644337 -3.1337516898493614 1.3202551168406882 0.032841961451768875 -0.6244060827657848 -1.2872967214119144 -0.80618262879550462 leaf_weight=361355 24 20 22 21 29 28 47 32 38 21 23 23 23 24 37 67 27 21 36 55 35 168 31 195 490 167 41 32 leaf_count=361355 24 20 22 21 29 28 47 32 38 21 23 23 23 24 37 67 27 21 36 55 35 168 31 195 490 167 41 32 internal_value=0 1.46418 2.68226 10.7413 -0.384442 1.1308 -0.000632867 -1.66524 9.45753e-06 1.79344 4.15108 -0.353072 -2.40067 0.226554 -0.523317 -0.00062348 0.789389 -0.381401 2.49779 0.422409 3.87636 -0.00114878 -0.625567 -0.000735037 0.419085 -0.0015305 -0.25354 -0.41936 internal_weight=0 176 156 43 113 84 362956 140 362816 128 61 67 44 108 84 362688 241 143 98 122 71 362447 240 362207 685 361522 209 56 internal_count=363132 176 156 43 113 84 362956 140 362816 128 61 67 44 108 84 362688 241 143 98 122 71 362447 240 362207 685 361522 209 56 cat_boundaries=0 3 cat_threshold=32768 262144 256 is_linear=0 shrinkage=0.01 Tree=604 num_leaves=30 num_cat=0 split_feature=4 17 12 1 2 1 2 0 0 2 26 2 1 4 1 1 0 3 2 0 4 5 3 10 12 8 14 8 1 split_gain=3.69943e+06 1.99634e+07 3.77876e+07 8.59919e+07 7.36533e+06 3.95668e+06 3.80357e+06 1.65738e+07 4.03647e+06 6.3488e+06 8.35574e+06 5.26696e+06 4.59738e+06 2.08322e+06 2.77126e+06 1.47518e+06 4.7245e+06 5.26082e+06 4.80011e+06 4.10986e+06 3.64759e+06 1.21733e+06 2.11546e+06 941674 2.32389e+06 1.02545e+06 811401 502231 110910 threshold=2693.9010000000007 1179.9325000000001 85.709000000000017 962.58510000000012 2682.0900000000006 733.85806350000018 2682.0900000000006 1884.2950000000003 2778.6210000000005 27.046500000000005 2022.5000000000002 1107.4580000000003 585.22500000000014 1116.5450000000003 303.77500000000003 1892.2623000000001 591.40200000000016 815.10500000000013 486.17193650000007 22.257205000000003 1116.5450000000003 1908.1960000000001 815.10500000000013 856.19400000000007 430.80850000000004 1973.6620000000003 10.576334500000002 613.57500000000016 23.975500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 4 -4 5 28 8 13 15 10 -10 12 -11 14 -8 21 17 19 -18 -17 -20 23 26 25 -25 -1 -23 -24 -2 right_child=1 -3 3 -5 -6 -7 7 -9 9 11 -12 -13 -14 -15 -16 16 18 -19 20 -21 -22 22 27 24 -26 -27 -28 -29 -30 leaf_value=-0.0017053325619777776 -0.75988762365068707 -7.9565446891784664 -3.1824592469903559 25.108124098550707 -4.7256744121683054 4.1887995048931668 1.0549197779099146 -7.969563544988632 6.9889551845349764 1.0061874861944289 -0.64767320789720706 3.528432962168818 -5.4653545868915057 2.8225915646553039 -2.6154215823279485 2.081127925559656 -1.1160778949878833 -5.0006425839378723 6.072490434381697 -1.6075829642902721 1.5388520512580872 -0.68112587524351664 -1.741377860849554 0.73833289034330118 -0.54539068392430889 1.0060541945223762 1.0199278854068958 -3.9309043993353847 0.15936799321855818 leaf_weight=361471 35 20 22 21 29 28 48 32 38 21 23 23 23 24 36 67 27 21 36 55 35 107 22 490 198 101 38 20 21 leaf_count=361471 35 20 22 21 29 28 48 32 38 21 23 23 23 24 36 67 27 21 36 55 35 107 22 490 198 101 38 20 21 internal_value=0 1.44953 2.65544 10.6339 -0.380597 1.11949 -0.000626166 -1.64859 9.73579e-06 1.7755 4.10957 -0.349541 -2.37666 0.224289 -0.518084 -0.000616873 0.781495 -0.377587 2.47281 0.418184 3.8376 -0.00113692 -0.807763 -0.000720535 0.368889 -0.00142383 -0.235332 -2.78401 -0.415167 internal_weight=0 176 156 43 113 84 362956 140 362816 128 61 67 44 108 84 362688 241 143 98 122 71 362447 187 362260 688 361572 145 42 56 internal_count=363132 176 156 43 113 84 362956 140 362816 128 61 67 44 108 84 362688 241 143 98 122 71 362447 187 362260 688 361572 145 42 56 is_linear=0 shrinkage=0.01 Tree=605 num_leaves=24 num_cat=0 split_feature=10 0 0 13 3 15 2 26 1 9 13 7 8 2 9 13 10 7 13 18 3 16 10 split_gain=5.88019e+06 1.05246e+07 6.39096e+06 1.58981e+07 2.79014e+07 5.53582e+06 4.02494e+06 6.49118e+06 2.36563e+06 1.97411e+06 9.15912e+06 5.60877e+06 3.01124e+06 5.17442e+06 1.28059e+06 1.19245e+06 1.02772e+06 1.81824e+06 4.00926e+06 1.45951e+06 2.47043e+06 1.74301e+06 378267 threshold=3056.7500000000005 561.94500000000005 2778.6210000000005 85.365000000000009 2725.8677800000005 254.08950000000002 44.728500000000004 2022.5000000000002 555.56875000000014 2854.0889000000006 45.451000000000008 65.94250000000001 2971.7767500000004 1107.4580000000003 285.55675000000008 1661.2684800000002 1935.1350000000002 31.541500000000003 32.88300000000001 1530.3410000000001 193.12912500000002 3006.0949125000006 172.93750000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 9 4 6 -3 7 -4 -8 12 11 -11 16 22 -2 -12 19 -18 -19 21 -21 -1 -14 right_child=1 5 3 -5 -6 -7 8 -9 -10 10 15 -13 13 -15 -16 -17 17 18 -20 20 -22 -23 -24 leaf_value=0.00061036979517458626 -0.9279020747432003 -8.9082738219774686 6.8572785930144482 8.5477206836541502 -8.819432022388165 -2.1732628067680029 3.2697881406829472 -0.038694527035667781 -1.0496416991949082 1.2103462343215943 -3.5389030342102052 8.6995185317993169 -1.0788104099697537 -6.3797088522911078 2.1243858909606934 -0.085717872619628918 -0.79237577056884767 5.1521388397216796 -0.031765278738898201 -0.1528851143880324 -2.9126575664851977 2.5414921487702267 0.73566673469543464 leaf_weight=362407 27 26 39 30 26 23 21 21 32 20 20 20 27 20 28 20 35 25 37 110 46 27 20 leaf_count=362407 27 26 39 30 26 23 21 21 32 20 20 20 27 20 28 20 35 25 37 110 46 27 20 internal_value=0 -2.37664 0.0015191 1.94571 0.520813 -5.74694 2.6699 4.44369 0.661831 0.000613543 1.57131 4.95493 0.000267149 -2.11953 0.62599 -1.81231 0.000658744 1.02985 2.05852 0.000383416 -0.966664 0.000799656 -0.306692 internal_weight=0 104 363003 169 139 49 113 60 53 362834 80 40 362754 67 55 40 362687 97 62 362590 156 362434 47 internal_count=363107 104 363003 169 139 49 113 60 53 362834 80 40 362754 67 55 40 362687 97 62 362590 156 362434 47 is_linear=0 shrinkage=0.01 Tree=606 num_leaves=22 num_cat=0 split_feature=10 0 0 13 2 15 4 1 4 9 1 8 4 5 0 5 5 2 8 2 6 split_gain=5.76317e+06 1.03151e+07 6.26378e+06 1.55817e+07 1.9503e+07 5.42565e+06 5.06287e+06 7.143e+06 3.94541e+06 1.93482e+06 9.1092e+06 2.95131e+06 6.22306e+06 2.65247e+06 9.13293e+06 1.63112e+06 865470 1.80858e+06 1.11398e+06 482828 396568 threshold=3056.7500000000005 561.94500000000005 2778.6210000000005 85.365000000000009 2682.0900000000006 254.08950000000002 974.87180000000001 289.85000000000008 19.090500000000002 2854.0889000000006 962.58510000000012 2971.7767500000004 1116.5450000000003 2871.8940000000007 591.40200000000016 670.57570000000021 1146.4585000000004 2682.0900000000006 1973.6620000000003 104.01000000000001 3.3599999999999999 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 9 4 6 -3 7 -4 -2 11 15 13 19 16 20 -11 18 -18 -1 -13 -15 right_child=1 5 3 -5 -6 -7 -8 -9 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 leaf_value=0.00062067107664844914 -1.4049011516571046 -8.8191910666685835 1.6012334785461426 8.4622431446711222 -7.2933925437927245 -2.1515305892280909 -1.4653260289960437 7.8764278177114635 4.162834621429444 0.61861610465579564 6.7100628821055093 -0.98260172808611845 -6.77029061794281 -1.3663837498884934 7.1182700049358871 -2.9431928691864018 -0.28096791896418993 -3.2726779011317659 1.2035478245747553 1.0673713521957398 0.43624559236609417 leaf_weight=361982 35 26 60 30 26 23 27 26 20 36 24 27 20 26 23 20 535 21 77 20 23 leaf_count=361982 35 26 60 30 26 23 27 26 20 36 24 27 20 26 23 20 535 21 77 20 23 internal_value=0 -2.35288 0.00150391 1.92625 0.515605 -5.68947 2.31237 3.49839 0.61973 0.000607407 1.5556 0.000264477 -2.09834 0.000652157 1.91983 -0.653459 0.000271089 -0.393964 0.000876501 -0.110273 -0.520252 internal_weight=0 104 363003 169 139 49 113 86 55 362834 80 362754 67 362687 72 56 362615 556 362059 47 49 internal_count=363107 104 363003 169 139 49 113 86 55 362834 80 362754 67 362687 72 56 362615 556 362059 47 49 is_linear=0 shrinkage=0.01 Tree=607 num_leaves=22 num_cat=0 split_feature=10 0 0 13 3 15 4 1 4 9 3 8 4 5 0 13 3 6 10 4 6 split_gain=5.64849e+06 1.01099e+07 6.13913e+06 1.52717e+07 2.70803e+07 5.31768e+06 4.10901e+06 8.07271e+06 3.8669e+06 1.89632e+06 9.08126e+06 2.89258e+06 6.09922e+06 2.59968e+06 8.95118e+06 1.95516e+06 1.49631e+06 4.14489e+06 824915 430810 388677 threshold=3056.7500000000005 561.94500000000005 2778.6210000000005 85.365000000000009 2725.8677800000005 254.08950000000002 974.87180000000001 289.85000000000008 19.090500000000002 2854.0889000000006 1118.1025000000002 2971.7767500000004 1116.5450000000003 2871.8940000000007 591.40200000000016 45.451000000000008 2725.8677800000005 258.07900000000006 1935.1350000000002 33.890000000000008 3.3599999999999999 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 9 4 6 -3 7 -4 -2 11 15 13 19 16 20 -11 18 -18 -1 -13 -15 right_child=1 5 3 -5 -6 -7 -8 -9 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 leaf_value=0.00036560688724575477 -1.3908521562303815 -8.7309991744848396 1.57500266679128 8.3776204687754312 -8.6913264656066893 -2.1300149237591288 -0.95000271816253656 8.0777436501639226 4.1212063827514651 1.2834000670909882 7.3756832256317137 -0.96960257163414587 -6.7025876874923709 -1.3527199261005109 7.0470874952233356 -2.3349678734370642 0.34644801405609632 -3.9323911891380949 0.96867887881669135 0.95612735157921214 0.43188309337781827 leaf_weight=362430 35 26 60 30 26 23 25 28 20 32 20 26 20 26 23 28 61 36 88 21 23 leaf_count=362430 35 26 60 30 26 23 25 28 20 32 20 26 20 26 23 28 61 36 88 21 23 internal_value=0 -2.32935 0.00148887 1.90699 0.510449 -5.63258 2.62767 3.64406 0.613533 0.000601333 1.54004 0.000261832 -2.07735 0.000645635 1.90063 -0.405172 0.000268378 -1.24157 0.000600662 -0.10917 -0.515049 internal_weight=0 104 363003 169 139 49 113 88 55 362834 80 362754 67 362687 72 60 362615 97 362518 47 49 internal_count=363107 104 363003 169 139 49 113 88 55 362834 80 362754 67 362687 72 60 362615 97 362518 47 49 is_linear=0 shrinkage=0.01 Tree=608 num_leaves=25 num_cat=0 split_feature=10 0 4 12 11 8 6 3 2 0 13 15 1 4 14 2 0 2 3 26 10 3 18 26 split_gain=5.53608e+06 9.90867e+06 6.1305e+06 2.61858e+07 7.04955e+07 9.49779e+06 9.6646e+06 5.3526e+06 1.16122e+07 6.6804e+06 6.09659e+06 5.21186e+06 4.47794e+06 3.78995e+06 2.83987e+06 1.95991e+06 5.65065e+06 1.76009e+06 1.64864e+06 1.44879e+06 1.09271e+06 3.98156e+06 1.18998e+06 538782 threshold=3056.7500000000005 561.94500000000005 2693.9010000000007 85.709000000000017 1085.4300000000001 1148.5039000000004 137.52500000000001 2725.8677800000005 1827.1555000000001 2778.6210000000005 23.508500000000002 254.08950000000002 289.85000000000008 19.090500000000002 7.2831999999999999 2682.0900000000006 887.79240000000016 22.675479000000003 13.843700000000002 2022.5000000000002 1935.1350000000002 888.08100000000013 1022.0625000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 7 5 -5 6 19 9 14 15 12 -3 23 -2 17 20 18 -9 -17 -4 22 -22 -1 -11 right_child=1 11 3 4 -6 -7 -8 8 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 leaf_value=0.00035251931363255176 -1.3769436604636056 -8.6436892256369955 -3.0847185857368236 21.821731469290597 -3.0313370143890381 -6.9154083137512208 5.2125802187765791 -1.022230863571167 -7.6214775374840045 0.93601416669573101 -2.2827887336067532 -2.1087147820514183 6.1240685339350458 4.079994483947754 -2.873959576924642 1.1588006712750691 4.6538917541503908 2.3976528730111961 -1.7961021436963762 0.14434826977550982 -0.15097058987617493 4.4981344696044925 -0.65890997071335788 2.8581246223449703 leaf_weight=362128 35 26 33 21 25 20 31 27 29 35 23 23 38 20 30 41 35 34 35 24 70 25 274 25 leaf_count=362128 35 26 33 21 25 20 31 27 29 35 23 23 38 20 30 41 35 34 35 24 70 25 274 25 internal_value=0 -2.30605 0.00147398 1.99626 8.31463 -0.694903 0.718848 0.00062736 -2.11101 0.00132595 2.35061 -5.57625 3.43804 0.607397 -0.354932 0.000542003 1.32913 0.883934 -0.20201 -1.72511 0.000135177 1.07248 -0.000145927 1.73689 internal_weight=0 104 363003 154 46 108 88 362849 120 362729 121 49 98 55 91 362608 111 61 76 57 362497 95 362402 60 internal_count=363107 104 363003 154 46 108 88 362849 120 362729 121 49 98 55 91 362608 111 61 76 57 362497 95 362402 60 is_linear=0 shrinkage=0.01 Tree=609 num_leaves=27 num_cat=0 split_feature=5 7 11 0 13 3 6 6 2 26 9 1 1 3 4 14 13 4 18 1 6 20 3 1 1 9 split_gain=2.86848e+06 1.44824e+07 9.46746e+06 6.23703e+06 1.01547e+07 2.07871e+07 5.09134e+06 1.32627e+07 4.0994e+06 7.41306e+06 3.28815e+06 1.48701e+07 2.12608e+06 1.9633e+06 8.47643e+06 2.7732e+06 1.52782e+06 1.47402e+06 834779 2.03037e+06 1.90684e+06 1.15485e+06 1.10812e+06 4.38848e+06 1.24055e+06 515617 threshold=2871.8940000000007 2822.9627650000007 1670.1750000000002 2778.6210000000005 262.20660000000004 1890.7105500000002 698.40204000000006 1529.30718 44.728500000000004 2022.5000000000002 2854.0889000000006 555.56875000000014 860.12500000000011 2725.8677800000005 1888.1190000000004 7.2831999999999999 26.254000000000001 30.733578000000005 1022.0625000000001 523.64669700000002 487.67864000000003 935.85009650000018 571.90530000000001 1461.4925000000003 962.58510000000012 119.5475 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 6 -3 10 5 8 25 -8 9 -5 13 16 -10 18 15 17 -12 -15 22 21 -21 -20 24 -24 -1 -2 right_child=1 2 -4 4 -6 -7 7 -9 12 -11 11 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 leaf_value=0.00045547063715970491 -0.72995261593868865 -11.388922748565674 -1.6588358993530272 7.0078069827431122 7.4632945128849579 -8.2743878727867486 9.1631535062789915 -1.668454386637761 2.7226951746940613 -0.28628525863994253 0.89469490182810818 9.4697709541320805 -1.6919505472977958 -0.014616889604708043 -7.2245254483222965 -2.8304747360229494 -2.5162066968282066 3.1940064040097327 0.22433010717961177 -4.2731938201904294 -0.69814079233118009 -1.6253529381752014 0.11912915238811672 2.1275619719562862 -0.43381566473131655 -2.7136291728019719 leaf_weight=359809 38 20 20 38 28 21 20 26 20 22 29 20 24 41 20 25 24 22 191 25 37 41 1751 116 659 20 leaf_count=359809 38 20 20 38 28 21 20 26 20 22 29 20 24 41 20 25 24 22 191 25 37 41 1751 116 659 20 internal_value=0 -1.4103 -6.52388 0.00136477 2.01997 0.800667 0.556466 3.04094 2.63313 4.33331 0.000513508 2.12264 0.314707 8.64352e-05 -1.348 -0.0124207 -0.649864 1.10585 0.000487928 -0.532155 -2.13969 -0.102554 0.000920116 0.243917 -0.000338455 -1.41398 internal_weight=0 144 40 362963 153 125 104 46 104 60 362810 73 44 362737 108 88 53 63 362629 294 62 232 362335 1867 360468 58 internal_count=363107 144 40 362963 153 125 104 46 104 60 362810 73 44 362737 108 88 53 63 362629 294 62 232 362335 1867 360468 58 is_linear=0 shrinkage=0.01 Tree=610 num_leaves=27 num_cat=0 split_feature=3 16 19 6 6 0 4 19 9 5 12 6 13 13 9 12 9 26 0 6 0 1 3 19 17 1 split_gain=9.46359e+06 1.92108e+07 3.04413e+07 9.1601e+06 1.10167e+07 2.18039e+06 1.2485e+06 1.12918e+06 849081 2.90585e+06 2.84921e+06 1.58226e+06 4.26483e+06 4.21168e+06 3.97087e+06 1.34774e+06 1.06072e+06 677520 2.68275e+06 2.60252e+06 2.4452e+06 1.10681e+07 1.42348e+06 1.01243e+06 555561 397859 threshold=2725.8677800000005 85.19850000000001 302.73810000000009 2976.3936000000008 519.7600000000001 53.860000000000007 862.3225000000001 3260.8512500000006 1972.2770000000003 1561.8224400000001 608.55210000000022 1937.6795000000002 1661.2684800000002 7.7340000000000009 487.08190000000008 1621.2640000000004 298.41250000000008 2022.5000000000002 428.67780000000005 652.29725000000008 1884.2950000000003 962.58510000000012 209.58850000000004 430.74300000000011 239.02400000000003 585.22500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 5 -2 -7 8 11 15 -11 17 13 14 -13 24 -15 20 23 -20 22 -22 -1 -19 25 -10 right_child=1 2 -4 -5 -6 6 -8 -9 9 10 -12 12 -14 16 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 leaf_value=0.0085810696451662071 1.776676357098115 -17.136946472167971 0.31049782454967501 4.8105590468186596 -7.2023664123671391 -3.1508301232077862 0.30134134840965271 1.8780053088068962 -0.3444579511756698 -0.20596726490901066 -4.7648456731335873 0.64156309684326773 5.1582927558535623 -0.20134970347086589 5.5440336530804633 2.3659845170107756 -2.9471529119154987 -0.012041159180997817 -0.60138285756496135 0.54314655236708809 3.4550352822674641 -2.3052736102410085 0.24533912604415836 0.43458010412386683 -1.5587691484178816 1.0987354645362266 leaf_weight=179077 39 20 20 26 28 22 20 32 72 26 29 95 21 24 20 22 34 179399 1316 234 90 53 2576 509 28 26 leaf_count=179077 39 20 20 26 28 22 20 32 72 26 29 95 21 24 20 22 34 179399 1316 234 90 53 2576 509 28 26 internal_value=0 -2.32641 -8.41322 -0.522909 -1.79511 0.074061 -1.50694 -0.000390462 -0.000555754 -0.64711 -2.60974 -0.000194628 0.902669 0.38609 1.49417 0.0822451 -1.81096 -0.000676812 -0.0143465 -0.428596 0.0129675 1.3201 0.0119385 -0.0107776 -0.316503 0.0384301 internal_weight=0 175 40 135 109 81 42 363683 363651 203 55 363448 194 173 115 148 58 363254 181458 1550 181796 143 181653 179908 126 98 internal_count=363858 175 40 135 109 81 42 363683 363651 203 55 363448 194 173 115 148 58 363254 181458 1550 181796 143 181653 179908 126 98 is_linear=0 shrinkage=0.01 Tree=611 num_leaves=28 num_cat=3 split_feature=3 16 19 6 6 2 4 19 9 11 6 2 8 8 6 8 14 8 26 25 24 2 25 3 14 11 9 split_gain=9.27526e+06 1.88285e+07 2.98356e+07 8.97781e+06 1.07975e+07 2.15425e+06 1.86475e+06 1.10671e+06 832184 2.16055e+06 1.55077e+06 3.12689e+06 9.13744e+06 1.04537e+06 2.31706e+06 1.7214e+06 1.00672e+06 3.17362e+06 664037 2.35721e+06 3.40638e+06 2.75788e+06 2.07605e+06 2.4428e+06 1.42162e+06 502928 266281 threshold=2725.8677800000005 85.19850000000001 302.73810000000009 2976.3936000000008 519.7600000000001 300.34390000000008 974.87180000000001 3260.8512500000006 1972.2770000000003 1670.1750000000002 1937.6795000000002 624.21400000000006 311.75250000000005 1148.5039000000004 814.10926000000006 1973.6620000000003 239.21500000000003 362.14375000000007 2022.5000000000002 0 1 1827.1555000000001 2 1493.1141200000004 943.12925000000007 686.06975000000011 2854.0889000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 9 2 2 2 2 left_child=7 3 -3 4 5 -2 -7 8 10 13 18 16 -13 14 26 -15 17 -12 19 20 -1 -21 23 -20 -24 -14 -10 right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 11 12 25 15 -16 -17 -18 -19 22 21 -22 -23 24 -25 -26 -27 -28 leaf_value=0.26950174546290251 1.7657017439450975 -16.965577209472656 0.30739287626743317 4.7624534254807696 -7.1303427328382227 -3.5072197931463069 0.71177080917358393 1.8592252555489541 -0.31170402142639253 -2.7903733454252548 -0.40779533402339829 7.7479261854420542 1.0078938426971435 3.0719393448207688 -3.1108065360167934 -0.68373538677509016 -1.4191267960601384 4.081834378004074 -0.20298768264581976 -0.0032868143340005463 0.031356889890937753 -3.1419829745377816 -0.0098841718915197684 -3.0656130612691244 0.64907466001990377 -1.2078524998256139 0.81158985720740418 leaf_weight=7980 39 20 20 26 28 22 20 32 51 38 74 23 20 23 29 26 36 20 4703 149558 24230 28 176397 30 328 21 36 leaf_count=7980 39 20 20 26 28 22 20 32 51 38 74 23 20 23 29 26 36 20 4703 149558 24230 28 176397 30 328 21 36 internal_value=0 -2.30315 -8.32909 -0.51768 -1.77716 0.0733204 -1.49818 -0.000386557 -0.000550196 -0.640639 -0.000192681 0.893642 2.70305 -0.145549 -0.662871 1.07913 0.00285591 0.547445 -0.000670044 0.0128378 0.0904224 -0.00387407 -0.0142031 -0.220666 -0.00866066 -0.127001 0.153107 internal_weight=0 175 40 135 109 81 42 363683 363651 203 363448 194 64 165 116 49 130 94 363254 181796 32210 149586 181458 4733 176725 41 87 internal_count=363858 175 40 135 109 81 42 363683 363651 203 363448 194 64 165 116 49 130 94 363254 181796 32210 149586 181458 4733 176725 41 87 cat_boundaries=0 6 7 12 cat_threshold=3222306816 1073808452 69968 1079182384 8391185 26640 7 1074790400 4 0 1077952528 512 is_linear=0 shrinkage=0.01 Tree=612 num_leaves=24 num_cat=0 split_feature=3 16 19 6 6 0 4 19 2 4 5 4 1 0 2 26 5 14 3 13 4 5 3 split_gain=9.09069e+06 1.84538e+07 2.92418e+07 8.79915e+06 1.05826e+07 2.11949e+06 1.20835e+06 1.08468e+06 811629 4.93259e+06 2.18742e+06 1.98372e+06 1.32578e+06 1.18619e+06 7.45969e+06 1.21482e+07 4.65291e+06 765329 7.43837e+06 1.61093e+06 944974 2.53628e+06 775992 threshold=2725.8677800000005 85.19850000000001 302.73810000000009 2976.3936000000008 519.7600000000001 53.860000000000007 862.3225000000001 3260.8512500000006 2682.0900000000006 1292.0010000000002 384.24423250000001 51.954000000000001 53.904000000000003 2778.6210000000005 137.75200000000004 2022.5000000000002 252.1095 1182.8200000000004 1493.1141200000004 1369.2025000000001 2693.9010000000007 470.72165250000006 1890.7105500000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 5 -2 -7 8 13 10 11 12 -10 17 15 -15 -16 20 19 -19 22 -22 -1 right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 14 16 -17 -18 18 -20 -21 21 -23 -24 leaf_value=-0.001002324589581905 1.751257321253801 -16.795921203613283 0.3043190176486969 4.7148286320612982 -7.0590392446517942 -3.1034242994135077 0.29279264736175536 1.8406329745054246 1.9452512680053713 -4.0105669501168384 -2.0502759626933509 3.9221739692687989 -1.1728203137715658 7.3372451738630025 -4.997009717623393 -1.1875407151877881 0.65653641881169511 -0.31726296062270803 5.4119023227691647 1.7255907171446345 -0.42791141090484763 2.9456212733342095 -0.78591030953422425 leaf_weight=362854 39 20 20 26 28 22 20 32 25 35 28 20 30 35 24 32 37 240 28 46 52 39 126 leaf_count=362854 39 20 20 26 28 22 20 32 25 35 28 20 30 35 24 32 37 240 28 46 52 39 126 internal_value=0 -2.28011 -8.2458 -0.512504 -1.75939 0.0725871 -1.48618 -0.000382609 -0.000544612 -0.7673 0.334781 1.2252 0.244485 -0.000253529 0.962234 3.26571 -1.56781 -0.000592559 0.49289 0.0113079 -0.00101934 1.01789 -0.00127479 internal_weight=0 175 40 135 109 81 42 363683 363651 138 103 75 55 363513 128 67 61 363385 314 286 363071 91 362980 internal_count=363858 175 40 135 109 81 42 363683 363651 138 103 75 55 363513 128 67 61 363385 314 286 363071 91 362980 is_linear=0 shrinkage=0.01 Tree=613 num_leaves=25 num_cat=1 split_feature=3 16 6 6 18 2 0 16 1 16 7 3 0 13 11 15 3 20 25 3 3 1 6 15 split_gain=8.90978e+06 1.80865e+07 8.62405e+06 1.0372e+07 3.399e+06 2.09515e+06 2.21905e+06 884210 1.03295e+07 1.35119e+06 1.35861e+06 933047 1.10409e+06 917535 955742 675756 694564 4.10021e+06 3.05683e+06 2.03976e+06 1.45116e+06 6.02418e+06 838678 326890 threshold=2725.8677800000005 85.19850000000001 2976.3936000000008 519.7600000000001 549.47500000000014 300.34390000000008 1884.2950000000003 1188.6000000000001 1892.2623000000001 1356.4225000000004 65.069070000000011 815.10500000000013 747.41500000000008 3214.9168000000004 65.39725 2869.3449000000005 815.10500000000013 322.00968000000006 0 1282.3492500000004 748.6165000000002 962.58510000000012 242.46475000000004 184.41900000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=7 2 3 5 -3 -2 -7 13 9 10 -9 12 23 15 -15 16 20 18 -18 -19 22 -22 -1 -11 right_child=1 4 -4 -5 -6 6 -8 8 -10 11 -12 -13 -14 14 -16 -17 17 19 -20 -21 21 -23 -24 -25 leaf_value=-0.0021103769320536983 1.7408644342269655 -11.078388304352762 4.6676804410494297 -6.9884488637106754 -5.2482978553771975 -3.888694103240967 0.71367867513136429 3.0630790684773372 6.8348839449882508 -0.0079201255016720182 -0.060081309636433926 -1.9568939362802815 1.8291185701810397 0.030464216709136963 -3.0610427875518798 1.4302655416546446 0.54802831507016381 -1.2473995838994565 -0.54565731602630163 -5.6140172057151787 0.2147674889994812 6.0872653923034674 0.13891934541494305 -0.90089728637480404 leaf_weight=357775 39 20 26 28 20 20 22 26 24 97 30 31 26 20 20 33 405 23 657 20 138 20 4267 71 leaf_count=357775 39 20 26 28 20 20 22 26 24 97 30 31 26 20 20 33 405 23 657 20 138 20 4267 71 internal_value=0 -2.25731 -0.507379 -1.7418 -8.16334 0.0718613 -1.47793 -0.000378783 0.537824 -3.45984e-06 1.38996 -0.345949 -0.0885303 -0.000830521 -1.51529 -0.000663794 -0.000793769 -0.251124 -0.128551 -3.27838 -3.00608e-05 0.958122 -0.000448211 -0.385309 internal_weight=0 175 135 109 40 81 42 363683 305 281 56 225 194 363378 40 363338 363305 1105 1062 43 362200 158 362042 168 internal_count=363858 175 135 109 40 81 42 363683 305 281 56 225 194 363378 40 363338 363305 1105 1062 43 362200 158 362042 168 cat_boundaries=0 7 cat_threshold=32768 64 272 0 16384 0 4 is_linear=0 shrinkage=0.01 Tree=614 num_leaves=27 num_cat=0 split_feature=3 16 19 6 6 0 4 19 9 5 12 6 5 9 3 12 9 26 0 6 0 3 3 19 8 4 split_gain=8.73248e+06 1.77266e+07 2.85416e+07 8.45243e+06 1.01656e+07 2.06807e+06 1.17966e+06 1.06026e+06 819049 2.8256e+06 2.78444e+06 1.50953e+06 3.40094e+06 1.35251e+06 2.56962e+06 1.31622e+06 1.08424e+06 650654 2.63752e+06 2.54555e+06 2.34532e+06 1.08184e+07 1.40168e+06 992043 552041 756610 threshold=2725.8677800000005 85.19850000000001 302.73810000000009 2976.3936000000008 519.7600000000001 53.860000000000007 862.3225000000001 3260.8512500000006 1972.2770000000003 1561.8224400000001 608.55210000000022 1937.6795000000002 1561.8224400000001 463.8180000000001 343.31355000000002 1621.2640000000004 164.54285500000003 2022.5000000000002 428.67780000000005 652.29725000000008 1884.2950000000003 26.141250000000007 411.39420000000001 430.74300000000011 18.688000000000002 209.38800000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 5 -2 -7 8 11 15 -11 17 13 16 -15 24 -13 20 23 -20 22 -22 -1 -19 -10 -26 right_child=1 2 -4 -5 -6 6 -8 -9 9 10 -12 12 -14 14 -16 -17 -18 18 19 -21 21 -23 -24 -25 25 -27 leaf_value=0.0094447277571470239 1.7293273761333563 -16.528838455200194 0.36541903448104862 4.6210038874699517 -6.9185643291473387 -3.066526156338778 0.28911804819107056 1.8197995291650295 0.51935388203786348 -0.19459629205557016 -4.7013600369157462 0.13423873761047919 3.6554944202635022 4.3815084857940674 -0.57108474904840645 2.3405344559929588 -2.425182641029358 -0.011759468084100258 -0.5956747310040208 0.53625779230879922 3.2479876335922042 -2.5766268712282181 0.35206529157629823 0.4303415698631281 -2.2680455490112306 -0.15109959822434646 leaf_weight=180451 39 20 20 26 28 22 20 32 49 26 29 96 36 20 22 22 20 179399 1316 234 95 48 1202 509 25 52 leaf_count=180451 39 20 20 26 28 22 20 32 49 26 29 96 36 20 22 22 20 179399 1316 234 95 48 1202 509 25 52 internal_value=0 -2.23474 -8.08171 -0.502305 -1.72438 0.0711426 -1.4686 -0.000374994 -0.000535163 -0.635553 -2.57089 -0.000180481 0.881687 0.249681 1.78729 0.0836607 -0.307041 -0.000651453 -0.0140474 -0.424789 0.0127196 1.29287 0.0117119 -0.0105087 -0.310397 -0.83842 internal_weight=0 175 40 135 109 81 42 363683 363651 203 55 363448 194 158 42 148 116 363254 181458 1550 181796 143 181653 179908 126 77 internal_count=363858 175 40 135 109 81 42 363683 363651 203 55 363448 194 158 42 148 116 363254 181458 1550 181796 143 181653 179908 126 77 is_linear=0 shrinkage=0.01 Tree=615 num_leaves=25 num_cat=2 split_feature=13 7 1 13 4 7 4 26 7 9 8 7 3 11 13 7 14 3 11 24 3 4 6 25 split_gain=8.70252e+06 1.79211e+07 7.95945e+06 2.64425e+07 5.13234e+06 8.30734e+06 5.51196e+06 3.12262e+06 2.66366e+06 1.17311e+07 1.77777e+06 988105 956246 5.67127e+06 2.51975e+06 3.676e+06 2.14055e+06 992681 5.52383e+06 1.9263e+06 1.75818e+06 1.12234e+06 666733 575487 threshold=3214.9168000000004 1306.1250000000002 2781.5828000000006 312.11975000000007 14.450258500000002 270.07350000000002 2693.9010000000007 2022.5000000000002 2822.9627650000007 1329.0550000000001 265.17450000000002 32.070500000000003 1890.7105500000002 443.6112050000001 4.7600710000000017 112.55400000000002 310.82999999999998 1118.1025000000002 2105.5980000000004 0 991.56000000000017 1116.5450000000003 104.02000000000002 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 left_child=2 11 8 4 7 -6 -7 -4 12 10 22 -2 17 14 15 -14 -15 20 19 -19 23 -22 -10 -1 right_child=1 -3 3 -5 5 6 -8 -9 9 -11 -12 -13 13 16 -16 -17 -18 18 -20 -21 21 -23 -24 -25 leaf_value=0.036023011293727078 -0.65513552254643936 -9.0975546836853027 4.63810842692852 12.152766379999077 -4.728974268232073 -1.4319051857789358 5.6762787780761723 -0.143905818679116 0.023152098222212359 8.479313732147217 -1.8771472491640036 2.2341172790527346 -0.070895392077584427 -4.7075464452637572 -2.5808860964041491 3.4490692451672675 -1.2824546846183571 1.3359959451561301 5.6017805414199824 -0.14849746961769233 -0.71860395759552509 -3.1943572344098774 2.5459025993347169 -0.0044088660779337237 leaf_weight=39521 29 32 36 23 35 24 20 22 22 20 33 20 124 36 26 39 37 107 20 343 143 21 20 321581 leaf_count=39521 29 32 36 23 35 24 20 22 22 20 33 20 124 36 26 39 37 107 20 343 143 21 20 321581 internal_value=0 -3.27702 0.00113178 2.23103 0.565341 -1.09309 1.79909 2.82424 0.000146439 1.6744 -0.140246 0.524151 -0.000292939 -0.604209 0.310157 0.771305 -2.97154 0.000144469 0.45942 0.230871 -0.00045304 -1.03562 1.22446 1.70977e-05 internal_weight=0 81 362253 160 137 79 44 58 362093 95 75 49 361998 262 189 163 73 361736 470 450 361266 164 42 361102 internal_count=362334 81 362253 160 137 79 44 58 362093 95 75 49 361998 262 189 163 73 361736 470 450 361266 164 42 361102 cat_boundaries=0 1 8 cat_threshold=1042 2155888640 16777216 269486080 108339712 8562817 2483047490 128 is_linear=0 shrinkage=0.01 Tree=616 num_leaves=24 num_cat=0 split_feature=13 0 0 12 4 26 7 12 3 7 11 8 11 7 7 15 8 7 16 5 4 4 12 split_gain=8.52934e+06 1.90273e+07 1.10999e+07 2.42247e+07 1.34634e+07 6.69448e+06 4.87415e+06 2.013e+06 3.5223e+06 2.64789e+06 1.20809e+07 3.79996e+06 2.34781e+06 4.81245e+06 1.45593e+06 1.05446e+06 1.25099e+06 971492 2.17839e+06 1.11979e+06 765907 632160 13311.9 threshold=3214.9168000000004 1884.2950000000003 2778.6210000000005 83.901250000000019 26.256000000000004 2022.5000000000002 27.533855000000006 2107.0655000000002 1890.7105500000002 2822.9627650000007 270.50080000000008 289.16250000000008 3182.0603000000006 33.007500000000007 912.83060000000012 32.981000000000009 613.57500000000016 998.30500000000018 131.39000000000001 2871.8940000000007 974.87180000000001 1522.8167500000002 3113.0710000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 7 4 5 -4 -6 9 15 12 11 -11 17 -14 -2 16 22 19 -19 -1 -17 -8 -9 right_child=1 -3 3 -5 6 -7 21 8 -10 10 -12 -13 13 -15 -16 20 -18 18 -20 -21 -22 -23 -24 leaf_value=8.8634437597717806e-05 0.76617026219001194 -11.436670982724145 5.5180316015390245 9.4482703098884002 -5.6415546576182045 -0.69663042655357943 -1.5664751262664793 -0.40232782583970295 -4.6678485012054445 0.90063013437631967 6.7589510190102366 -4.5095454502105712 -0.70927719948192436 5.9325706930160527 -2.4997378903343566 -0.62438288572507028 2.3940830648513067 -0.067105400450603536 -1.4440310038884483 1.2741375754536062 -2.9931468436831516 0.94780489349365238 -0.74548776364326474 leaf_weight=361073 39 21 52 39 30 26 20 26 24 37 31 20 24 20 21 39 21 491 150 69 21 20 20 leaf_count=361073 39 21 52 39 30 26 20 26 24 37 31 20 24 20 21 39 21 491 150 69 21 20 20 internal_value=0 -3.24425 0.0011208 2.43683 0.589224 3.44648 -2.59457 -0.000137201 -1.1545 0.00034443 1.73477 -0.997677 -7.74007e-05 2.30974 -0.376898 -0.490563 0.371723 -0.000358321 -0.389319 0.000332055 -1.45345 -0.309335 -0.551528 internal_weight=0 81 362253 187 148 78 70 362066 151 361915 88 57 361827 44 60 127 67 361783 641 361142 60 40 46 internal_count=362334 81 362253 187 148 78 70 362066 151 361915 88 57 361827 44 60 127 67 361783 641 361142 60 40 46 is_linear=0 shrinkage=0.01 Tree=617 num_leaves=21 num_cat=0 split_feature=14 16 0 12 9 9 10 4 2 6 0 15 11 5 8 2 12 4 5 4 split_gain=8.3668e+06 2.13704e+07 8.504e+06 1.7043e+07 1.99819e+07 3.42411e+06 1.63129e+07 3.05453e+06 1.2987e+07 4.88974e+06 2.33483e+06 2.06469e+06 1.91474e+06 5.86681e+06 2.00815e+06 5.12167e+06 1.72181e+06 1.15144e+06 955108 644047 threshold=3182.0603000000006 3006.0949125000006 2778.6210000000005 85.709000000000017 12.50445 2854.0889000000006 13.850500000000002 26.256000000000004 26.254000000000001 293.37750000000005 635.46050000000014 1020.6662500000001 3182.0603000000006 218.04650000000001 2971.7767500000004 784.03650000000005 2107.0655000000002 1116.5450000000003 2871.8940000000007 15.582750000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 5 4 7 12 -7 8 -4 -9 -8 -2 14 -14 16 19 18 -18 -1 -16 right_child=1 -3 3 -5 -6 6 10 9 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 leaf_value=-0.00028259034952179295 -1.3541757787976945 -11.368662607773491 1.0881337417089023 8.014051799162841 -6.703981128692627 8.269316482543946 -2.7651637718894269 -2.6983890356620153 10.570220507144928 3.8284798396717417 1.241753093279325 2.6735503692626952 -0.73717277639545498 6.1670181293487554 -0.80751778644064209 -5.4326640033721922 -0.63201036605942118 -2.8973741251627603 1.0924886020421982 1.6461402687616646 leaf_weight=361664 35 23 52 39 30 28 33 24 20 22 26 20 32 20 23 24 89 30 80 20 leaf_count=361664 35 23 52 39 30 28 33 24 20 22 26 20 32 20 23 24 89 30 80 20 internal_value=0 -3.27442 0.00109646 2.13305 0.583332 -4.64271e-06 1.98363 2.43604 3.72205 0.423157 -0.999404 0.110452 -0.000481397 1.91829 -0.000757074 -1.73185 -0.000436557 -1.20311 -4.09231e-05 0.333719 internal_weight=0 78 362256 187 148 362069 87 118 72 46 59 55 361982 52 361930 67 361863 119 361744 43 internal_count=362334 78 362256 187 148 362069 87 118 72 46 59 55 361982 52 361930 67 361863 119 361744 43 is_linear=0 shrinkage=0.01 Tree=618 num_leaves=24 num_cat=0 split_feature=13 0 0 1 1 1 9 10 5 5 3 17 4 5 14 10 5 1 7 14 1 14 26 split_gain=8.28511e+06 1.86119e+07 1.07021e+07 4.15736e+07 5.4474e+06 6.14468e+06 2.21294e+06 1.87427e+07 2.28692e+06 2.15418e+06 1.45351e+06 7.44171e+06 5.22401e+06 5.17349e+06 3.08219e+06 1.79639e+06 7.2303e+06 2.26204e+06 1.41717e+06 981592 1.78171e+06 1.50987e+06 365183 threshold=3214.9168000000004 1884.2950000000003 2778.6210000000005 2781.5828000000006 555.56875000000014 48.966000000000001 2854.0889000000006 13.850500000000002 842.25950000000023 470.72165250000006 1890.7105500000002 164.97000000000003 1888.1190000000004 305.32623000000007 540.92153100000007 1935.1350000000002 1146.4585000000004 469.40400000000005 912.83060000000012 1619.4627500000004 733.85806350000018 1352.1000000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 18 6 4 5 22 10 -8 -9 -6 15 12 13 -12 -13 19 17 -17 -2 21 -21 -1 -4 right_child=1 -3 3 -5 9 -7 7 8 -10 -11 11 14 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.00034601807480894449 0.76616147298079273 -11.299960479736328 0.75697364595201277 11.72938650833933 -4.3937248461334795 6.1804388380050659 8.5047699949476456 0.99894149953668776 -3.0724175324311127 -0.6103039096383488 -0.58292669264281671 -7.4434369583129891 -3.6831085748383492 2.8876224945530748 -2.0193293822895395 0.86862658467786069 6.0066457618713383 -2.3992092967033387 -2.4559818267822267 -0.29261297605873093 -3.0794003881726946 1.512302785208731 -0.73690463817119589 leaf_weight=361355 39 21 36 38 27 22 27 22 37 34 123 20 33 66 22 87 25 28 21 127 28 66 30 leaf_count=361355 39 21 36 38 27 22 27 22 37 34 123 20 33 66 22 87 25 28 21 127 28 66 30 internal_value=0 -3.19746 0.00110247 2.39278 0.0116286 1.60356 -0.000132785 1.60379 -1.55428 -2.28493 -0.000513849 -0.742248 -0.0119796 0.629011 -4.60224 2.75088e-05 1.13256 0.0729796 -0.361589 -0.000411002 -0.796033 -6.97895e-05 0.0779381 internal_weight=0 81 362253 187 149 88 362066 86 59 61 361980 264 222 189 42 361716 140 115 60 361576 155 361421 66 internal_count=362334 81 362253 187 149 88 362066 86 59 61 361980 264 222 189 42 361716 140 115 60 361576 155 361421 66 is_linear=0 shrinkage=0.01 Tree=619 num_leaves=22 num_cat=0 split_feature=13 7 1 13 12 26 7 4 7 5 12 6 5 4 4 7 18 8 7 10 6 split_gain=8.12024e+06 1.70153e+07 7.55856e+06 2.5757e+07 5.36147e+06 1.3135e+07 5.46419e+06 1.57229e+07 2.56001e+06 1.20552e+07 1.62022e+06 1.27947e+06 1.15689e+06 1.19892e+06 1.1495e+06 1.00453e+06 685625 821121 2.35662e+06 1.64381e+06 324970 threshold=3214.9168000000004 1306.1250000000002 2781.5828000000006 312.11975000000007 33.32500000000001 2022.5000000000002 576.56500000000017 26.256000000000004 2822.9627650000007 1908.1960000000001 2107.0655000000002 1136.6981000000003 1312.9050000000002 1292.0010000000002 259.56000000000006 32.070500000000003 3273.8635600000002 2971.7767500000004 762.97500000000002 3056.7500000000005 118.65100000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 8 4 5 6 7 -4 10 11 16 20 13 14 -12 -2 17 19 -19 -1 -10 right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 leaf_value=-3.4012073043695155e-05 -0.65067283153533939 -8.8370252156257632 4.8328524703298301 11.966400965815005 5.1795920381091891 -5.6482008104613328 6.3640926418304451 -5.2207869073322843 -0.28398476068178813 8.5397745246887222 -0.71580718269382704 1.9678983421325682 -2.8187032368977869 -2.8135073413848875 2.0069519357681278 2.2624885253906251 1.6561069171905518 0.30463633191294787 -3.6946182707081672 1.9329402895407244 -1.8277177551269532 leaf_weight=361726 29 32 35 23 21 33 20 28 30 20 69 20 30 20 20 20 25 41 23 44 25 leaf_count=361726 29 32 35 23 21 33 20 28 30 20 69 20 30 20 20 20 25 41 23 44 25 internal_value=0 -3.16549 0.00109144 2.17411 0.530149 -0.31156 1.81024 0.364568 0.00013124 1.64148 -0.000299505 -0.19806 -1.07973 -0.601117 -0.103951 0.538373 0.000115136 7.19089e-07 -1.1326 0.000201084 -0.985682 internal_weight=0 81 362253 160 137 116 83 63 362093 95 361998 75 139 109 89 49 361859 361834 64 361770 55 internal_count=362334 81 362253 160 137 116 83 63 362093 95 361998 75 139 109 89 49 361859 361834 64 361770 55 is_linear=0 shrinkage=0.01 Tree=620 num_leaves=35 num_cat=2 split_feature=25 0 0 2 2 7 2 0 4 8 0 4 6 5 4 13 8 25 8 10 5 2 7 2 0 0 15 2 7 18 10 5 10 11 split_gain=2.07732e+06 1.65531e+08 3.32492e+07 1.16953e+08 1.48518e+07 1.06665e+07 3.07446e+06 2.9839e+06 2.5068e+06 9.24258e+06 2.44502e+06 1.01822e+07 6.96178e+06 4.26866e+07 5.09812e+06 4.07657e+06 6.24453e+06 4.07398e+06 4.14666e+06 2.08605e+06 1.91809e+06 1.46257e+06 1.08916e+06 1.01047e+06 1.03893e+06 1.21993e+06 921183 2.27733e+06 1.03541e+06 2.25927e+06 980394 723108 1.11199e+06 672104 threshold=0 2778.6210000000005 2778.6210000000005 2682.0900000000006 26.254000000000001 9.6081000000000021 1107.4580000000003 1275.1415000000002 974.87180000000001 29.813750000000002 992.19979999999998 2693.9010000000007 1937.6795000000002 1908.1960000000001 1888.1190000000004 35.499340000000004 362.14375000000007 1 1350.3896175000002 599.29360000000008 64.305000000000021 354.40600000000001 712.24900000000014 337.09375000000006 887.79240000000016 591.40200000000016 1141.8240000000003 873.09500000000014 610.83000000000004 11.639400000000004 1330.1795 288.75836000000004 114.20250000000001 75.151416000000026 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 10 4 -4 -6 -7 8 23 -10 12 14 26 15 17 16 -14 20 -19 -16 -12 -9 -17 24 25 -1 28 30 33 -30 -28 32 -25 -2 right_child=2 -3 3 -5 5 6 -8 21 9 -11 11 -13 13 -15 19 22 -18 18 -20 -21 -22 -23 -24 31 -26 -27 27 -29 29 -31 -32 -33 -34 -35 leaf_value=0.053112428769781499 -0.0025790473224819267 22.535274625835996 -4.5877163356845658 -24.932759893735252 7.8034332889059321 -2.708703493365535 2.464221626341343 -3.8009523240973553 6.2171919087001255 -1.9079787600572622 -2.5613080143673805 -5.5195017932011536 -0.024115022447671781 15.366438918340773 5.4745623769760128 -0.83720736622810366 5.6322500328063958 -0.27170898784018283 2.8830703195730845 0.90723390889167788 -0.62554289723490619 -0.30980599403381348 -3.9176121012934231 -0.99399316525459291 -2.156334585008167 1.958918494056253 -0.4857667092516505 -3.2926055444989886 0.47978182140475112 -0.73656681804348612 1.7366846431385385 -2.1357962501049044 1.4221958786010742 0.090260118889671601 leaf_weight=2768 349100 33 59 24 23 27 20 30 28 28 117 39 89 21 20 24 25 562 45 20 91 20 22 80 21 34 203 28 1007 180 22 32 25 7976 leaf_count=2768 349100 33 59 24 23 27 20 30 28 28 117 39 89 21 20 24 25 562 45 20 91 20 22 80 21 34 203 28 1007 180 22 32 25 7976 internal_value=0 0.257357 -0.00224601 -4.66296 -0.891836 2.22326 -0.507459 0.0184144 0.058582 2.15461 -0.000263017 -0.522578 0.00103878 1.96174 -0.294648 0.202372 1.21632 -0.465717 -0.037216 3.1909 -1.63577 -2.40449 -2.31044 0.0189275 0.05963 0.0762378 4.88988e-05 -0.603148 0.000474868 0.295331 -0.26846 -0.819781 -0.41871 -0.000505301 internal_weight=0 3099 359744 153 129 70 47 3066 3016 56 359591 894 358697 181 855 160 114 815 607 40 208 50 46 2960 2823 2802 358516 253 358263 1187 225 137 105 357076 internal_count=362843 3099 359744 153 129 70 47 3066 3016 56 359591 894 358697 181 855 160 114 815 607 40 208 50 46 2960 2823 2802 358516 253 358263 1187 225 137 105 357076 cat_boundaries=0 6 13 cat_threshold=1048576 0 0 0 2176 10240 142606336 0 4352 1073741824 0 0 128 is_linear=0 shrinkage=0.01 Tree=621 num_leaves=31 num_cat=3 split_feature=25 0 1 3 0 3 0 4 8 1 20 5 17 1 2 1 24 26 2 0 25 1 0 1 10 2 0 11 0 0 split_gain=2.03598e+06 1.62237e+08 3.68572e+07 1.51963e+08 5.18488e+06 6.63216e+06 2.92452e+06 2.45692e+06 9.05865e+06 2.217e+06 2.06974e+06 2.74918e+06 1.41012e+07 2.24531e+07 7.99439e+06 4.43593e+06 1.57148e+06 1.91899e+06 1.43347e+06 1.17615e+06 5.74073e+06 7.16921e+06 3.75691e+06 1.57477e+06 1.56277e+06 1.24262e+06 918527 389004 374309 289504 threshold=0 2778.6210000000005 2781.5828000000006 2725.8677800000005 1884.2950000000003 543.62350000000004 1275.1415000000002 974.87180000000001 29.813750000000002 384.69825000000009 2769.4572500000004 1908.1960000000001 77.272500000000008 326.39850000000001 2682.0900000000006 1461.4925000000003 1 2022.5000000000002 354.40600000000001 992.19979999999998 2 340.50250000000011 2778.6210000000005 1892.2623000000001 1935.1350000000002 160.20298100000002 591.40200000000016 420.87650000000008 267.54700000000008 83.524500000000018 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 6 10 4 5 28 7 9 -9 16 11 19 14 -14 15 -13 17 -1 -8 23 21 -21 -22 24 -2 -25 -18 29 -4 -11 right_child=2 -3 3 -5 -6 -7 18 8 -10 27 -12 12 13 -15 -16 -17 26 -19 -20 20 22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=1.8535795250288936 0.00020499747244876376 22.309922212542912 -0.21278972934274112 -26.946712811451693 -3.6991146533719959 5.0639074993133546 -3.7629427325725557 6.1550200871058873 -1.888898936680385 -0.86350773950417836 -2.3652333402603465 0.036664284900495205 -0.48004915320354963 14.00746043586731 -6.0540550861358646 4.9304279940468927 -0.014961752930989912 -0.018607553352009167 -0.30670797920227055 -0.85015406793277526 -0.6634719972545281 2.1429587288297847 -3.133449614218303 -0.10705030727386476 1.2262161416732349 -2.4200933143496512 1.4759558913821267 -0.031653439065684442 -1.8645583636864373 -1.8809692179267086 leaf_weight=109 358224 33 34 26 31 28 30 28 28 48 37 157 23 20 20 21 2561 110 20 152 512 169 70 45 104 48 42 23 23 67 leaf_count=109 358224 33 34 26 31 28 30 28 28 48 37 157 23 20 20 21 2561 110 20 152 512 169 70 45 104 48 42 23 23 67 internal_value=0 0.254783 -0.00222355 -5.0959 -0.1983 1.07847 0.0182303 0.0579962 2.13306 0.0187382 -0.000212218 3.11473e-05 1.06773 6.25833 -0.0595243 0.614018 0.0792581 0.873333 -2.38045 -0.000684961 -0.361132 0.703736 -0.944323 0.000223145 0.000560831 -1.30088 0.00905974 -1.21885 -0.879293 -1.45629 internal_weight=0 3099 359744 142 116 85 3066 3016 56 2960 359602 359565 241 43 198 178 2822 219 50 359324 903 321 582 358421 358328 93 2603 138 57 115 internal_count=362843 3099 359744 142 116 85 3066 3016 56 2960 359602 359565 241 43 198 178 2822 219 50 359324 903 321 582 358421 358328 93 2603 138 57 115 cat_boundaries=0 6 7 14 cat_threshold=1048576 0 0 0 2176 10240 1 8421376 134217732 0 65536 0 0 4 is_linear=0 shrinkage=0.01 Tree=622 num_leaves=39 num_cat=5 split_feature=18 6 5 24 6 2 2 7 10 8 7 11 0 25 0 1 0 25 5 2 15 8 2 6 0 0 24 5 6 25 1 1 6 16 5 1 18 16 split_gain=2.03511e+06 5.96197e+06 2.97704e+06 1.95029e+07 7.46207e+07 2.03345e+07 5.24013e+06 2.30929e+06 1.96297e+06 1.83335e+06 6.36886e+06 2.82104e+06 1.48327e+06 1.36466e+07 8.69516e+07 1.50027e+07 4.59018e+06 3.1548e+06 3.50063e+06 2.71499e+06 1.48707e+06 1.90417e+06 1.47265e+06 1.05073e+06 3.0545e+06 5.25011e+06 1.51546e+06 897807 716381 648271 1.95987e+06 1.66501e+06 616491 442977 909092 766747 404313 214343 threshold=2222.2060000000006 1000.0509250000001 1908.1960000000001 0 1937.6795000000002 2682.0900000000006 1107.4580000000003 313.37825000000004 1058.8682400000002 1017.6571000000002 576.56500000000017 1085.4300000000001 992.19979999999998 1 2778.6210000000005 2781.5828000000006 1275.1415000000002 2 76.652750000000012 210.00800000000001 1141.8240000000003 462.61250000000001 522.27250000000015 1136.6981000000003 448.25000000000006 561.94500000000005 3 64.305000000000021 3.3599999999999999 4 1892.2623000000001 2781.5828000000006 22.332262500000002 307.15000000000003 259.98675000000009 60.002000000000002 365.68850000000003 57.582500000000003 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 left_child=2 8 12 4 6 9 7 28 37 10 32 -11 20 14 16 17 -14 18 -15 -19 23 33 -18 29 26 -26 -25 -23 -4 31 -31 -1 -5 34 -22 -35 -29 -2 right_child=1 -3 3 5 -6 -7 -8 -9 -10 11 -12 -13 13 15 -16 -17 22 19 -20 -21 21 27 -24 24 25 -27 -28 36 -30 30 -32 -33 -34 35 -36 -37 -38 -39 leaf_value=0.034510856220174697 -0.27528525476102478 -5.3430318049022132 -0.68020105432581024 0.54001962459605668 20.950815512917256 -8.6383490104675307 4.7068334510109642 -3.484644989345385 2.7473855271339414 -3.0215951967239381 5.7711433170152748 1.6953170694623674 1.6890850325578299 -2.5471752643918659 21.365093931470597 -6.8848098182983897 -3.9993878528806897 -0.72769549697555236 -0.021055387861273259 0.60010566301643853 -0.29267415894261373 -0.49652593975975401 -0.87613301423879775 0.88494571081901852 6.1440473683675139 0.64777977670942033 -0.37003708357140142 -3.8511758544921872 1.8168311486244202 -0.0040948721000084714 -1.4113234120908411 2.6691324287652969 -1.2511676713192104 0.035463249145015592 1.9730527487255278 -2.3453260548909505 -1.9690101083119711 -1.5240340031896318 leaf_weight=45321 27 28 27 46 22 30 22 23 20 32 23 21 39 143 21 39 36 362 89 268 113 21 26 142 24 63 253 25 20 315236 99 24 33 31 21 24 21 28 leaf_count=45321 27 28 27 46 22 30 22 23 20 32 23 21 39 143 21 39 36 362 89 268 113 21 26 142 24 63 253 25 20 315236 99 24 33 31 21 24 21 28 internal_value=0 -1.40546 0.000377766 0.997797 4.05075 -1.0459 0.449725 -0.888223 0.0645608 0.356124 1.14008 -1.15263 -0.000445067 -0.380685 2.63473 -0.809248 -0.998843 -0.543756 -1.51289 -0.160309 0.00063121 -0.761259 -2.68964 0.00117126 0.467758 2.16399 0.0941569 -2.20979 0.382366 0.000547725 -0.00453653 0.0358974 -0.208198 -0.247759 0.0624024 -1.00343 -2.99193 -0.911012 internal_weight=0 103 362740 299 114 185 92 70 75 155 102 53 362441 1023 122 901 101 862 232 630 361418 256 62 361162 482 87 395 67 47 360680 315335 45345 79 189 134 55 46 55 internal_count=362843 103 362740 299 114 185 92 70 75 155 102 53 362441 1023 122 901 101 862 232 630 361418 256 62 361162 482 87 395 67 47 360680 315335 45345 79 189 134 55 46 55 cat_boundaries=0 1 8 15 16 23 cat_threshold=2352 9437184 134217728 0 0 0 0 4 134217728 0 4416 1073741824 0 0 128 3200 2155872388 84 2148532304 34882096 10880 2218879042 128 is_linear=0 shrinkage=0.01 Tree=623 num_leaves=22 num_cat=0 split_feature=18 6 9 9 6 4 20 15 2 15 11 7 1 2 6 0 20 7 7 0 8 split_gain=1.99461e+06 5.84333e+06 2.29786e+06 1.81202e+06 1.70908e+07 4.3707e+06 1.4778e+06 5.36778e+06 1.95857e+06 1.07294e+07 5.07199e+06 7.8321e+06 1.68585e+06 2.71038e+06 6.35297e+06 1.53645e+06 2.75661e+06 1.17365e+06 1.12449e+06 1.00686e+06 230836 threshold=2222.2060000000006 1000.0509250000001 487.08190000000008 2854.0889000000006 2976.3936000000008 1116.5450000000003 1925.7125000000003 220.83350000000004 2682.0900000000006 85.527017500000014 85.33120000000001 46.905000000000008 2781.5828000000006 3.3459520000000005 747.89455000000009 747.41500000000008 271.06650000000008 58.087500000000013 610.83000000000004 55.47025750000001 8.528710000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 20 6 5 17 8 -8 12 10 11 -10 15 19 -15 18 -17 -5 -1 -14 -2 right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22 leaf_value=0.00018716215304718224 -0.46263752857844032 -5.2896014063698908 2.9665807716846468 2.1083986607304324 9.1347363281249994 -4.7401803280058363 -0.68327847219175764 5.7780971090793605 -0.64067252403081854 -6.9855788876460148 -4.2694065713882443 5.3688496681739553 1.7884035620322596 -2.6577825675139559 4.2286135755266461 -0.41115028827315192 1.6068675155371008 -0.74340739650111043 0.30380399514446216 4.7728419768810273 -1.7850428893349388 leaf_weight=359568 33 28 20 27 22 21 36 20 86 26 23 29 26 37 21 1452 71 31 1224 20 22 leaf_count=359568 33 28 20 27 22 21 36 20 86 26 23 29 26 37 21 1452 71 31 1224 20 22 internal_value=0 -1.39141 0.0639151 0.000374131 1.33962 -0.831173 1.13216e-06 1.62436 -0.000249745 -1.09282 0.0174091 0.874772 0.000244659 1.27325 -0.164432 -0.000120749 -0.317073 0.584157 0.00121719 3.08599 -0.9916 internal_weight=0 103 75 362740 101 79 362639 56 362583 164 138 115 362419 104 58 362315 1523 58 360792 46 55 internal_count=362843 103 75 362740 101 79 362639 56 362583 164 138 115 362419 104 58 362315 1523 58 360792 46 55 is_linear=0 shrinkage=0.01 Tree=624 num_leaves=31 num_cat=3 split_feature=25 0 1 3 0 3 6 14 4 0 2 4 4 1 1 24 26 2 0 10 1 9 26 0 4 25 0 11 0 0 split_gain=1.98306e+06 1.57493e+08 3.60588e+07 1.48765e+08 5.00326e+06 6.4965e+06 3.12912e+06 1.5182e+07 2.63169e+07 2.79901e+06 2.57886e+06 5.97021e+06 2.40565e+06 6.5746e+06 2.1729e+06 1.54017e+06 1.88127e+06 1.40351e+06 1.34702e+06 1.14172e+06 3.21302e+06 4.24568e+06 1.12646e+06 897497 648980 3.596e+06 1.47199e+06 382353 360020 283418 threshold=0 2778.6210000000005 2781.5828000000006 2725.8677800000005 1884.2950000000003 543.62350000000004 2976.3936000000008 18.616500000000006 209.38800000000003 1275.1415000000002 2682.0900000000006 1888.1190000000004 974.87180000000001 241.54760000000002 384.69825000000009 1 2022.5000000000002 354.40600000000001 992.19979999999998 1935.1350000000002 1461.4925000000003 1600.0905700000001 2022.5000000000002 591.40200000000016 480.67500000000001 2 1884.2950000000003 420.87650000000008 267.54700000000008 83.524500000000018 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 9 6 4 5 28 10 8 -8 12 19 18 14 -14 15 16 -1 -11 22 24 21 -21 -12 -17 26 -26 -2 29 -4 -16 right_child=2 -3 3 -5 -6 -7 7 -9 -10 17 11 -13 13 -15 27 23 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=1.8350332439055137 -0.0012041553038736206 21.981749318440759 -0.22438599951126997 -26.660049031330992 -3.6335675719476517 5.0040600667681012 -0.80752193442162357 -3.3937863636016847 12.708033655548094 -3.696229524612427 1.8412406959533691 -5.9259570288658141 -0.64562449469285854 6.3701849738034335 -0.85565799176692969 -0.014884657013458766 -0.018660608855160802 -0.2763036117553711 -2.2528739138002751 1.2093376682826451 4.4957265075047808 -3.1731993739945548 -0.72216366106271745 1.4588668051220122 -0.35171707893580584 0.46634009197534987 -0.95464488163774397 -0.029772088838660199 -1.8443195211628207 -1.8623692526746152 leaf_weight=109 356776 33 34 26 31 28 34 35 25 30 30 24 34 22 48 2561 110 20 27 105 21 28 40 42 841 1454 162 23 23 67 leaf_count=109 356776 33 34 26 31 28 34 35 25 30 30 24 34 22 48 2561 110 20 27 105 21 28 40 42 841 1454 162 23 23 67 internal_value=0 0.251451 -0.00219397 -5.0404 -0.194615 1.05959 -0.000204536 1.82407 4.91941 0.0183834 -0.000681527 -1.46033 0.0572866 2.11059 0.0184404 0.0783553 0.86448 -2.32826 -0.355432 -0.000190086 0.860657 0.286698 0.376438 0.00886062 -0.000559123 0.167063 -0.00163688 -1.20678 -0.878043 -1.44218 internal_weight=0 3099 359744 142 116 85 359602 94 59 3066 359508 121 3016 56 2960 2822 219 50 97 359387 154 133 70 2603 359233 2295 356938 138 57 115 internal_count=362843 3099 359744 142 116 85 359602 94 59 3066 359508 121 3016 56 2960 2822 219 50 97 359387 154 133 70 2603 359233 2295 356938 138 57 115 cat_boundaries=0 6 7 12 cat_threshold=1048576 0 0 0 2176 10240 1 2156135428 134218852 134218048 1144061984 12582912 is_linear=0 shrinkage=0.01 Tree=625 num_leaves=35 num_cat=3 split_feature=0 1 5 1 6 3 1 13 5 26 11 4 0 25 14 7 11 24 3 1 6 3 9 6 0 11 1 7 3 11 25 7 3 3 split_gain=9.799e+06 1.60323e+07 4.24392e+07 5.19997e+06 4.44213e+06 1.2535e+07 3.60308e+06 3.09042e+06 1.93709e+06 1.80776e+06 1.62148e+06 1.17662e+06 1.13897e+06 5.48291e+06 6.86861e+06 6.07202e+06 3.47506e+06 3.47155e+06 4.55992e+06 2.94837e+06 8.97039e+06 2.8123e+06 1.59331e+06 870381 5.6035e+06 993899 1.93535e+06 622550 1.19381e+06 591260 4.93858e+06 1.24925e+06 502238 496672 threshold=2778.6210000000005 2781.5828000000006 670.57570000000021 367.00000000000006 2976.3936000000008 1890.7105500000002 32.888000000000012 359.62500000000006 252.1095 2022.5000000000002 44.858000000000004 57.365667000000009 1117.6621800000003 0 1182.8200000000004 44.881800000000005 640.9625000000002 1 1493.1141200000004 168.10617800000003 7.9582500000000005 72.012335000000022 1022.5259020000002 1937.6795000000002 448.25000000000006 1670.1750000000002 962.58510000000012 610.83000000000004 47.222500000000011 76.71250000000002 2 610.83000000000004 188.66375000000002 991.56000000000017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=4 3 -3 6 12 10 9 8 -5 -2 11 -6 23 14 15 21 -17 19 22 32 -21 -14 -19 25 27 29 33 28 -25 31 -31 -1 -15 -27 right_child=1 2 -4 7 5 -7 -8 -9 -10 -11 -12 -13 13 17 -16 16 -18 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 30 -32 -33 -34 -35 leaf_value=-0.0038764109522409656 2.7256424064636229 18.422896350860597 -0.03785380507960464 -5.25009045339766 -0.54944352842401711 -9.1908400459289563 5.9422070693969724 1.4113892613102994 -1.0913065258661907 -0.80736987284251627 -2.159406121571859 2.5818809563773022 4.7969705782380219 -0.088768543128697378 6.8385177675882973 -2.102931691467762 2.1130765803106901 -0.67952476024505548 -4.2811267721993582 5.5160276288209955 -0.046387793080190594 1.3551033581427807 2.0737296842492148 -0.8240014897860013 4.6734954478822912 -0.037016838192939758 -2.9251495453805636 -1.5947388058489766 2.1810049962997438 1.7946827435529593 0.047391525793577978 0.3919854239211214 -1.7815242404029483 -1.6565226953679866 leaf_weight=352561 30 20 33 21 28 20 20 24 24 28 30 21 43 106 24 60 29 244 35 43 89 53 23 39 29 136 33 29 20 155 8342 799 21 22 leaf_count=352561 30 20 33 21 28 20 20 24 24 28 30 21 43 106 24 60 29 244 35 43 89 53 23 39 29 136 33 29 20 155 8342 799 21 22 internal_value=0 2.21323 6.92847 0.513178 -0.000861992 -2.11883 2.28214 -1.48652 -3.03207 1.02005 -0.328444 0.792553 -0.000284262 0.383908 1.72291 1.1524 -0.729176 -0.143097 -0.858807 0.692339 1.76561 2.89677 -0.442353 -0.00110109 0.861265 -0.00137978 -0.722554 -0.395038 0.194645 -0.000999119 0.0814331 -0.00298131 -0.368673 -0.262518 internal_weight=0 200 53 147 363034 99 78 69 45 58 79 49 362935 770 209 185 89 561 302 259 132 96 267 362165 117 362048 191 88 59 361857 8497 353360 127 158 internal_count=363234 200 53 147 363034 99 78 69 45 58 79 49 362935 770 209 185 89 561 302 259 132 96 267 362165 117 362048 191 88 59 361857 8497 353360 127 158 cat_boundaries=0 1 2 3 cat_threshold=33280 3268 8404992 is_linear=0 shrinkage=0.01 Tree=626 num_leaves=24 num_cat=0 split_feature=0 12 3 9 4 26 5 8 3 20 18 8 14 0 12 3 10 9 4 14 3 20 4 split_gain=9.604e+06 1.85384e+07 5.26685e+07 2.81077e+07 7.41355e+06 1.35031e+07 7.24506e+06 5.53491e+06 1.21738e+07 1.92294e+06 2.34699e+06 1.50741e+06 5.38748e+06 2.37829e+06 2.83433e+06 2.26068e+06 1.58137e+06 3.05646e+06 1.34854e+06 934523 1.93296e+06 792894 185675 threshold=2778.6210000000005 83.901250000000019 1890.7105500000002 258.57750000000004 26.256000000000004 2022.5000000000002 152.04452500000002 2971.7767500000004 1890.7105500000002 2769.4572500000004 715.45220000000006 1017.6571000000002 1929.7000000000003 166.07825000000005 1621.2640000000004 608.61636750000014 3056.7500000000005 55.04196000000001 727.60250000000008 1619.4627500000004 888.08100000000013 1404.0075000000002 9.6595000000000031 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 5 -2 -6 9 18 11 -11 16 13 15 -15 -13 19 -18 22 21 -21 -1 -9 right_child=1 2 -4 -5 6 -7 -8 8 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 leaf_value=-0.00051056234438020664 7.7087653876410593 -1.7899047577765681 17.509574109499273 -8.9205627667462384 -5.1785392906665804 -1.8507670064405963 2.6450340349920869 -0.019774507854295815 -9.3404409790039065 0.32641589204470317 -4.2974801503057067 -0.035548977786547517 4.7739043412889757 1.3402950622788463 -1.4955856904750917 -2.9182203437884646 -0.70154747872125545 4.7607675666809079 -2.0720445379088908 -0.3135342562001599 -3.5359020684388547 -1.0357387631648296 1.2976700733602047 leaf_weight=361993 45 31 26 27 20 22 29 23 20 21 23 292 28 251 41 30 21 20 34 121 22 74 20 leaf_count=361993 45 31 26 27 20 22 29 23 20 21 23 292 28 251 41 30 21 20 34 121 22 74 20 internal_value=0 2.1911 7.01337 0.268934 2.40787 4.56981 -0.548261 -0.000852865 -2.38928 -0.000214525 -2.09062 3.8932e-05 0.48417 0.288547 0.942106 -0.304121 -0.000819071 1.963 -0.583778 -0.00104136 -0.809283 -0.000722144 0.59299 internal_weight=0 200 57 143 116 67 49 363034 97 362937 44 362893 642 614 292 322 362251 41 77 362210 143 362067 43 internal_count=363234 200 57 143 116 67 49 363034 97 362937 44 362893 642 614 292 322 362251 41 77 362210 143 362067 43 is_linear=0 shrinkage=0.01 Tree=627 num_leaves=24 num_cat=1 split_feature=0 12 3 9 1 1 26 8 3 20 18 8 14 24 1 10 9 5 4 14 3 20 4 split_gain=9.41288e+06 1.81695e+07 5.16204e+07 2.75484e+07 9.43949e+06 6.85954e+06 6.655e+06 5.42476e+06 1.19315e+07 1.88468e+06 2.30028e+06 1.47741e+06 5.28027e+06 3.65815e+06 8.91863e+06 1.5499e+06 2.99564e+06 1.40531e+06 1.3217e+06 915926 1.89449e+06 777115 181980 threshold=2778.6210000000005 83.901250000000019 1890.7105500000002 258.57750000000004 2781.5828000000006 962.58510000000012 2022.5000000000002 2971.7767500000004 1890.7105500000002 2769.4572500000004 715.45220000000006 1017.6571000000002 1929.7000000000003 0 1256.4300000000001 3056.7500000000005 55.04196000000001 1561.8224400000001 727.60250000000008 1619.4627500000004 888.08100000000013 1404.0075000000002 9.6595000000000031 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 5 6 -2 9 18 11 -11 15 13 14 -13 19 -17 -15 22 21 -21 -1 -9 right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12 12 -14 17 -16 16 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.00050545659283298295 5.277292633056641 -1.7720057665917182 17.334478117135856 -8.8313571053964122 8.1199705240000846 -3.1727717258249011 -1.299750407409668 -0.019576765972635021 -9.247036540985107 0.32315173228581751 -4.2545054120602819 0.67399555661906929 4.7261653682163782 -0.11989538147094403 7.4961709594726562 -0.69453202065967379 4.7131599197387697 -2.004057223425971 -2.051324044764042 -0.31039891509970358 -3.5005430247566913 -1.0253813730864911 1.2846933450698854 leaf_weight=361993 40 31 26 27 23 28 25 23 20 21 23 219 28 329 21 21 20 45 34 121 22 74 20 leaf_count=361993 40 31 26 27 23 28 25 23 20 21 23 219 28 329 21 21 20 45 34 121 22 74 20 internal_value=0 2.16919 6.94323 0.266245 2.38379 0.965165 2.74766 -0.000844336 -2.36538 -0.00021238 -2.06971 3.85429e-05 0.479329 0.285662 1.2201 -0.00081088 1.94337 -0.337573 -0.57794 -0.00103095 -0.80119 -0.000714923 0.58706 internal_weight=0 200 57 143 116 93 65 363034 97 362937 44 362893 642 614 240 362251 41 374 77 362210 143 362067 43 internal_count=363234 200 57 143 116 93 65 363034 97 362937 44 362893 642 614 240 362251 41 374 77 362210 143 362067 43 cat_boundaries=0 1 cat_threshold=2593 is_linear=0 shrinkage=0.01 Tree=628 num_leaves=24 num_cat=0 split_feature=0 12 3 3 1 8 8 3 20 18 8 14 7 12 21 10 7 26 14 3 20 26 6 split_gain=9.22556e+06 1.78079e+07 5.05932e+07 1.67189e+07 1.50846e+07 7.40377e+06 5.31681e+06 1.16941e+07 1.84717e+06 2.25451e+06 1.44801e+06 5.17519e+06 2.74672e+06 6.04418e+06 2.15937e+06 1.51906e+06 928871 965724 897699 1.85679e+06 761651 358691 262092 threshold=2778.6210000000005 83.901250000000019 1890.7105500000002 358.01332900000006 354.74564000000004 613.57500000000016 2971.7767500000004 1890.7105500000002 2769.4572500000004 715.45220000000006 1017.6571000000002 1929.7000000000003 1538.3385000000001 1132.9885000000002 262.78920000000005 3056.7500000000005 998.30500000000018 2022.5000000000002 1619.4627500000004 888.08100000000013 1404.0075000000002 2022.5000000000002 0.72900000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 21 -5 8 16 10 -10 15 12 14 -14 -12 18 17 -8 20 -20 -1 -2 -17 right_child=1 2 -4 5 -6 -7 7 -9 9 -11 11 -13 13 -15 -16 22 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.00050040210524133219 1.2510064339637756 -1.7542856668656874 17.161133703085092 -1.1765229840278626 10.082156926030699 -8.5090169270833336 -1.3267912745475769 -9.1545662384033193 0.31992020283426559 -4.2119602891673216 0.196976716155075 4.6789037472861157 3.9344524043461067 -2.1143645175298058 -2.3720297933306016 1.1436717546553841 -1.9851997036769473 1.5324816802695946 -0.30729492689952376 -3.4655376245758749 -1.0151275512636513 -0.31404708685698329 2.7432069969177246 leaf_weight=361993 32 31 26 40 23 21 21 20 21 23 502 28 53 24 35 21 29 27 121 22 74 27 20 leaf_count=361993 32 31 26 40 23 21 21 20 21 23 502 28 53 24 35 21 29 27 121 22 74 27 20 internal_value=0 2.14749 6.8738 0.263582 3.21271 -3.70082 -0.000835893 -2.34173 -0.000210256 -2.04902 3.81574e-05 0.474536 0.282805 2.04911 0.0295368 -0.000802771 -0.572161 0.28155 -0.00102064 -0.793178 -0.000707774 0.534796 1.92393 internal_weight=0 200 57 143 82 61 363034 97 362937 44 362893 642 614 77 537 362251 77 48 362210 143 362067 59 41 internal_count=363234 200 57 143 82 61 363034 97 362937 44 362893 642 614 77 537 362251 77 48 362210 143 362067 59 41 is_linear=0 shrinkage=0.01 Tree=629 num_leaves=31 num_cat=0 split_feature=0 12 3 9 1 1 26 8 3 12 2 3 5 0 14 5 10 3 3 5 4 2 4 17 6 6 15 4 9 1 split_gain=9.04198e+06 1.74535e+07 4.95864e+07 2.66995e+07 9.16148e+06 6.71788e+06 6.4971e+06 5.211e+06 1.14614e+07 1.49708e+06 5.61897e+06 3.8979e+06 2.94637e+06 1.20314e+07 1.93021e+06 2.92486e+06 1.62242e+06 6.52985e+06 2.02169e+06 1.32574e+06 2.49514e+06 1.49504e+06 1.28342e+06 1.05272e+06 761498 687180 584140 179053 80983.9 46800.9 threshold=2778.6210000000005 83.901250000000019 1890.7105500000002 258.57750000000004 2781.5828000000006 962.58510000000012 2022.5000000000002 2971.7767500000004 1890.7105500000002 1621.2640000000004 873.09500000000014 1493.1141200000004 2871.8940000000007 804.19674500000008 140.95650000000003 259.98675000000009 1935.1350000000002 888.08100000000013 10.186750000000002 1908.1960000000001 680.56950000000018 2682.0900000000006 727.60250000000008 306.95700000000005 281.64348000000001 203.26450000000003 658.42365500000005 9.6595000000000031 5.8712500000000007 9.5972500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 5 6 -2 9 22 12 14 26 16 24 15 28 19 18 -18 21 -21 -1 27 25 29 -16 -12 -9 -11 -14 right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 11 -13 13 -15 23 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0005497722561956203 5.2114675817489626 -1.736742759212371 16.989521996424749 -8.6953917750605836 7.9966902426014785 -3.1469504935400829 -1.2870809192657471 -0.020172243532927139 -9.0630205345153811 -0.098741491367650591 -0.42389943504333494 -7.0392225589752195 -0.74335744222005207 8.639856285095215 -1.3114677668682166 4.522751672744751 1.0660381975481588 4.8200003749302454 -1.6518085480709466 -0.071728829413652426 -3.2121964408255912 1.2410985850304672 -2.0183284049174364 -2.4350142829648913 1.2686119215829033 1.2175296332619407 -2.8407991809844968 1.2735643991827965 0.63640395599862809 -1.4192761015892028 leaf_weight=362275 40 31 26 27 23 28 25 23 20 43 20 20 21 20 21 20 62 35 49 80 37 97 34 31 21 22 20 20 23 20 leaf_count=362275 40 31 26 27 23 28 25 23 20 43 20 20 21 20 21 20 62 35 49 80 37 97 34 31 21 22 20 20 23 20 internal_value=0 2.12602 6.80506 0.260947 2.34561 0.948033 2.71203 -0.000827534 -2.31831 -0.000208154 -0.824875 -3.43464 0.000292035 1.89563 0.153786 1.17263 -0.000136545 1.05381 -0.133732 -0.000561043 -1.06487 -0.000217407 -0.566439 -1.03028 -0.279922 -0.0175621 -1.63235 0.581566 0.157446 -1.07307 internal_weight=0 200 57 143 116 93 65 363034 97 362937 220 60 362717 82 160 86 362635 146 111 362489 117 362372 77 74 62 43 40 43 66 41 internal_count=363234 200 57 143 116 93 65 363034 97 362937 220 60 362717 82 160 86 362635 146 111 362489 117 362372 77 74 62 43 40 43 66 41 is_linear=0 shrinkage=0.01 Tree=630 num_leaves=27 num_cat=2 split_feature=18 21 0 24 4 1 0 2 26 0 4 3 19 5 3 4 7 5 20 21 11 0 25 2 4 18 split_gain=5.55581e+06 6.98069e+06 2.19508e+06 2.51258e+07 2.64115e+07 1.23345e+07 2.3232e+07 8.78001e+06 6.65739e+06 6.32252e+06 4.39799e+06 4.21604e+06 3.2104e+06 3.34906e+06 1.22961e+06 7.76814e+06 3.31724e+06 1.85985e+06 1.74443e+06 6.48861e+06 1.36837e+06 1.4252e+06 7.22228e+06 853455 794360 259760 threshold=3273.8635600000002 26.178750000000004 1884.2950000000003 0 1888.1190000000004 2781.5828000000006 2778.6210000000005 367.00960450000008 2022.5000000000002 2778.6210000000005 2693.9010000000007 511.93300000000005 57.126000000000005 670.57570000000021 2725.8677800000005 1522.8167500000002 712.24900000000014 137.52250000000001 1925.7125000000003 586.4098200000002 3182.0603000000006 1275.1415000000002 1 1827.1555000000001 17.821000000000005 8.095500000000003 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=2 -2 14 4 7 10 -7 8 9 -4 12 -9 13 -5 18 16 17 -16 20 25 21 23 -23 -1 -22 -20 right_child=1 -3 3 5 -6 6 -8 11 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 24 22 -24 -25 -26 -27 leaf_value=-0.0015695558381482811 -6.0656325795433741 1.421494072675705 1.7406354113987512 -2.6957396792421249 13.005655213310606 0.10450421333312988 -13.985497045898438 -4.580762626965841 -1.0979779964956371 9.4117503565007983 -5.7771758968933771 0.86611077485261134 2.0445414387738263 0.69311370337881695 0.52691097811648713 -5.9604636964797981 3.5290837470690413 -3.0288878331581754 0.20425427732368309 6.3723385760784153 -0.47932721014533725 2.4563428018022986 -0.41349972571502991 -0.63180083557616828 -2.9586088267962141 -1.3388383156061172 leaf_weight=361940 33 20 21 101 21 22 25 30 22 22 23 27 27 41 38 25 24 24 24 20 28 126 244 215 24 20 leaf_count=361940 33 20 21 101 21 22 25 30 22 22 23 27 27 41 38 25 24 24 24 20 28 126 244 215 24 20 internal_value=0 -3.2403 -0.00237117 -0.760015 2.4741 -2.6862 -7.39018 0.864086 3.37625 5.66539 -1.67461 -2.00066 -1.11627 -1.71727 -0.00157333 -1.05391 0.372411 -0.849527 -0.00125122 1.64956 -0.00154261 -0.00130995 0.61901 -0.0019437 -1.62361 -0.497151 internal_weight=0 53 363134 382 143 239 47 122 65 43 192 57 169 142 362752 111 86 62 362641 64 362577 362525 370 362155 52 44 internal_count=363187 53 363134 382 143 239 47 122 65 43 192 57 169 142 362752 111 86 62 362641 64 362577 362525 370 362155 52 44 cat_boundaries=0 1 8 cat_threshold=90 33280 0 4096 0 0 0 128 is_linear=0 shrinkage=0.01 Tree=631 num_leaves=30 num_cat=2 split_feature=6 17 12 4 18 8 4 4 25 2 4 2 20 5 5 25 2 3 6 0 2 4 8 0 10 14 5 3 0 split_gain=6.90351e+06 1.11447e+07 2.28568e+07 1.87645e+07 3.13674e+06 2.92012e+06 1.20533e+06 937486 9.66505e+06 3.91523e+07 5.29659e+06 1.22007e+07 6.21134e+06 5.34504e+06 4.50174e+06 2.96297e+06 2.48627e+06 3.07349e+06 1.9344e+06 1.09276e+06 2.59191e+06 1.05877e+06 997024 3.91526e+06 914186 603067 217902 185190 171739 threshold=2976.3936000000008 315.37500000000006 1017.6685000000001 1888.1190000000004 3273.8635600000002 40.280000000000008 559.40605000000016 629.95226050000008 0 723.85250000000008 2693.9010000000007 193.49000000000004 1648.7037500000004 1312.9050000000002 4.5930000000000009 1 2682.0900000000006 358.01332900000006 164.65867500000004 1884.2950000000003 137.75200000000004 84.509750000000011 1148.5039000000004 887.79240000000016 58.147500000000008 1929.7000000000003 144.82300000000001 58.519030000000008 121.42775000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 6 7 -6 26 16 9 18 12 14 15 -13 -12 -10 19 28 27 22 21 -21 25 -24 -22 -1 -2 -9 -18 right_child=1 -3 -4 -5 5 -7 -8 8 10 -11 11 13 -14 -15 -16 -17 17 -19 -20 20 24 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=-0.0022943333009970866 -0.65377501723858034 -8.4428294901053107 8.751758571624757 -10.863055108111837 -0.27262992972912997 -5.4972619228363033 1.648389747619629 -0.17939465368116225 -0.56831144867327388 15.914076678752899 -0.60295935387270794 -7.4189347172942428 5.7305273742675791 -1.8471800178470035 5.3443748016357429 0.39542945938867941 -0.78462011875250404 -4.4214516980307446 2.7935072303725326 -0.22071060036067611 -3.0166917115069452 2.2841266701221468 0.20580519888956639 3.9185961950209833 -0.89903205368253925 -0.85479273094470243 -2.0060128784179687 -1.322062521395476 0.35514047622680667 leaf_weight=360466 26 24 20 23 23 20 20 37 437 20 35 36 20 33 20 1108 39 28 23 108 47 20 339 31 36 83 22 23 20 leaf_count=360466 26 24 20 23 23 20 20 37 437 20 35 36 20 33 20 1108 39 28 23 108 47 20 339 31 36 83 22 23 20 internal_value=0 -2.26375 -0.927727 -3.05509 -0.00197397 -2.70269 -0.414156 -0.00165405 0.226506 3.05741 0.0355567 -1.95367 0.193396 -4.75418 1.55971 0.121718 -0.00278596 -1.69308 0.327779 -0.00237875 -0.721819 0.17067 -0.00195815 0.516877 -2.09819 -0.00249058 -1.27355 -0.617417 -0.398261 internal_weight=0 135 111 91 363052 43 68 363009 1792 103 1689 124 1565 69 55 1545 361217 87 83 361130 211 128 360919 370 83 360549 48 60 59 internal_count=363187 135 111 91 363052 43 68 363009 1792 103 1689 124 1565 69 55 1545 361217 87 83 361130 211 128 360919 370 83 360549 48 60 59 cat_boundaries=0 7 12 cat_threshold=16384 0 0 0 0 0 128 2156135936 134480900 64 1145044992 4197376 is_linear=0 shrinkage=0.01 Tree=632 num_leaves=28 num_cat=2 split_feature=18 21 0 25 1 4 1 1 3 10 3 0 26 8 4 5 3 3 10 5 10 25 8 3 0 26 3 split_gain=5.31747e+06 6.83254e+06 2.11092e+06 2.47754e+07 5.20022e+07 2.89943e+07 1.1664e+07 5.43067e+06 7.17166e+06 3.25393e+06 1.88175e+06 1.47309e+06 1.60288e+06 1.28454e+06 1.8774e+06 1.68406e+06 9.43368e+06 1.62496e+06 2.00329e+06 2.21546e+06 975432 3.35654e+06 841028 381396 379270 404874 33345.5 threshold=3273.8635600000002 26.178750000000004 1884.2950000000003 0 2781.5828000000006 2693.9010000000007 28.142500000000002 22.341000000000005 7.9742500000000005 67.465000000000018 1493.1141200000004 2778.6210000000005 2022.5000000000002 2971.7767500000004 1116.5450000000003 2871.8940000000007 1282.3492500000004 2725.8677800000005 137.52250000000001 26.307400000000005 1058.8682400000002 1 1973.6620000000003 77.890750000000011 227.70275000000004 2022.5000000000002 318.67100000000011 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 -2 13 5 7 6 -4 11 -9 26 -10 -5 -13 15 23 17 24 20 19 -19 22 -22 -1 -15 25 -17 -8 right_child=1 -3 3 4 -6 -7 9 8 10 -11 -12 12 -14 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.0020870804531146329 -5.9652299071080757 1.442019769191742 6.884522035772151 -1.2235095120198798 -14.036016552869013 12.518182610731857 -3.0377867660522462 4.4608369515158914 0.04903579090214983 1.0729507222668877 -2.6836833098128032 -5.5230114582606724 -1.8682390290214903 -0.7682742320088779 -3.2437525801658631 1.0939235210418701 7.2248498571486701 -0.64704624573389691 0.75246343573089691 -4.3610160641937421 1.6581375324420442 -0.098219993625824953 1.0046499580934825 0.97205134963989259 -1.5902959923517137 -0.83256201903025318 -3.6152425041198728 leaf_weight=361893 33 20 22 33 34 26 20 33 79 29 37 28 21 34 30 20 21 36 32 29 146 363 83 20 21 24 20 leaf_count=361893 33 20 22 33 34 26 20 33 79 29 37 28 21 34 30 20 21 36 32 29 146 363 83 20 21 24 20 internal_value=0 -3.17004 -0.00232432 -0.745302 -2.39888 2.95266 0.544115 -0.789905 0.347551 -1.47746 -0.822607 -2.85675 -3.95668 -0.00154192 -1.23801 -0.00125553 1.39794 -0.00158741 -1.29571 -2.30405 -0.0012411 0.436215 -0.00185624 -0.123709 -0.484604 0.0431132 -3.32651 internal_weight=0 53 363134 382 265 117 91 231 149 69 116 82 49 362752 84 362668 86 362582 97 65 362485 509 361976 54 65 44 40 internal_count=363187 53 363134 382 265 117 91 231 149 69 116 82 49 362752 84 362668 86 362582 97 65 362485 509 361976 54 65 44 40 cat_boundaries=0 7 10 cat_threshold=1048576 0 16 1073741824 16384 0 128 32768 262144 256 is_linear=0 shrinkage=0.01 Tree=633 num_leaves=27 num_cat=0 split_feature=6 17 12 4 18 8 4 4 1 13 3 1 0 3 8 11 6 4 3 0 9 12 18 1 8 5 split_gain=6.79129e+06 1.08132e+07 2.23708e+07 1.85087e+07 3.00103e+06 2.85097e+06 1.1863e+06 922421 1.18051e+07 2.55287e+07 4.1951e+06 3.29451e+06 1.15488e+07 3.84718e+06 2.10835e+06 3.24768e+06 1.94631e+06 1.05746e+06 862637 1.78078e+06 3.72876e+06 2.40965e+06 958226 1.57843e+06 729494 215764 threshold=2976.3936000000008 315.37500000000006 1017.6685000000001 1888.1190000000004 3273.8635600000002 40.280000000000008 559.40605000000016 629.95226050000008 2781.5828000000006 254.38525000000004 2725.8677800000005 2781.5828000000006 1117.6621800000003 92.623500000000021 1581.7937000000002 2105.5980000000004 747.89455000000009 1888.1190000000004 888.08100000000013 688.40820000000008 1022.5259020000002 1017.6685000000001 1128.2175000000002 314.66480000000007 1581.7937000000002 144.82300000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 6 7 -6 25 11 10 -10 14 18 13 -13 15 -9 -12 -16 22 21 -21 -20 24 -24 -1 -2 right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 16 12 -14 -15 17 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 leaf_value=-0.0021786982433643545 -0.64684773963231312 -8.331719597118596 8.6467712383270268 -10.788425443898078 -0.24245674979265619 -5.4048587636947625 1.635204683303833 0.19966422997457911 -0.7158967756455944 13.775279829025269 -0.70446954182216104 -0.89852847321088936 -6.2519980937725794 4.4102200250625616 -1.9618224279204413 3.8326045394897461 -4.8731337159623704 0.10934874045543183 0.016811437756336086 -2.2098222448293443 2.5086447992324832 -2.9368097449993265 0.35939606095513987 3.2117054226087487 0.64178392215885893 -1.9924371810392902 leaf_weight=360061 26 24 20 23 23 20 20 1565 31 20 21 43 37 20 67 25 24 39 581 103 20 29 124 23 176 22 leaf_count=360061 26 24 20 23 23 20 20 1565 31 20 21 43 37 20 67 25 24 39 581 103 20 29 124 23 176 22 internal_value=0 -2.24524 -0.929243 -3.03386 -0.00192443 -2.64357 -0.410994 -0.00161152 0.224708 4.96692 0.0857915 -0.00273429 -1.81756 0.786789 0.16575 0.256786 -2.92776 -1.19979 -0.00223173 -0.344937 -1.44259 -0.123607 -0.00153469 0.805676 -0.00186408 -1.26358 internal_weight=0 135 111 91 363052 43 68 363009 1792 51 1741 361217 100 63 1696 1590 45 106 361117 733 123 610 360384 147 360237 48 internal_count=363187 135 111 91 363052 43 68 363009 1792 51 1741 361217 100 63 1696 1590 45 106 361117 733 123 610 360384 147 360237 48 is_linear=0 shrinkage=0.01 Tree=634 num_leaves=26 num_cat=2 split_feature=6 10 3 18 10 7 4 1 13 3 25 6 1 0 3 6 7 3 25 5 1 7 19 9 5 split_gain=6.65615e+06 7.56322e+06 2.58371e+07 2.94131e+06 2.69676e+06 1.27845e+06 904065 1.15702e+07 2.50207e+07 4.11161e+06 3.34444e+06 4.26806e+06 3.22895e+06 1.1319e+07 3.77062e+06 1.90758e+06 1.39063e+06 845470 2.02658e+06 3.97457e+06 1.3011e+06 993987 621694 385507 168849 threshold=2976.3936000000008 1935.1350000000002 2725.8677800000005 3273.8635600000002 77.745000000000019 287.701075 629.95226050000008 2781.5828000000006 254.38525000000004 2725.8677800000005 0 1937.6795000000002 2781.5828000000006 1117.6621800000003 92.623500000000021 747.89455000000009 998.30500000000018 888.08100000000013 1 155.08350000000004 1461.4925000000003 2822.9627650000007 430.74300000000011 7.283500000000001 166.61900000000003 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=3 2 5 6 -5 24 12 9 -9 10 16 -12 17 14 -14 -11 -8 21 19 -19 -20 22 -1 -23 -2 right_child=1 -3 -4 4 -6 -7 7 8 -10 15 11 -13 13 -15 -16 -17 -18 18 20 -21 -22 23 -24 -25 -26 leaf_value=-0.00224876124747238 -0.43287405790953798 1.7023337894015842 -13.20747340115634 -0.28186140877397164 -5.3027063522338871 -2.6239982918330602 -0.31158373410778445 -0.7087377403628442 13.637526975631713 -0.69742479415166947 0.35155860226107388 4.1708977088928227 -0.88954321617303889 -6.1894777165232489 4.3661179571151738 -4.8244024400909744 -1.7776609796672673 -0.1980141556177987 -0.4702705699999129 4.123286046406319 -2.7145582559373644 2.3448481718699137 0.31674478523591471 0.51220488938418296 0.76147923421859742 leaf_weight=359726 29 36 22 23 20 28 405 31 20 21 1184 30 43 37 20 24 77 80 597 29 27 24 612 22 20 leaf_count=359726 29 36 22 23 20 28 405 31 20 21 1184 30 43 37 20 24 77 80 597 29 27 24 612 22 20 internal_value=0 -2.22279 -3.6501 -0.00190519 -2.61714 -0.919425 -0.0015954 0.22246 4.91725 0.0849336 0.164093 0.442298 -0.00270694 -1.79939 0.778921 -2.89848 -0.534698 -0.00220941 -0.341488 0.871716 -0.55843 -0.00151934 -0.00170698 1.46837 0.0546171 internal_weight=0 135 99 363052 43 77 363009 1792 51 1741 1696 1214 361217 100 63 45 482 361117 733 109 624 360384 360338 46 49 internal_count=363187 135 99 363052 43 77 363009 1792 51 1741 1696 1214 361217 100 63 45 482 361117 733 109 624 360384 360338 46 49 cat_boundaries=0 5 12 cat_threshold=2156135936 1073742852 1048656 1147142144 4213760 1048576 64 64 0 0 0 132 is_linear=0 shrinkage=0.01 Tree=635 num_leaves=26 num_cat=0 split_feature=1 7 11 2 5 8 6 1 6 6 3 6 1 6 5 8 8 6 16 2 1 5 2 26 3 split_gain=7.5256e+06 1.48225e+07 2.05492e+07 9.27974e+06 2.75618e+06 8.91944e+06 5.53811e+06 2.47978e+07 3.14118e+06 2.2181e+06 1.23273e+06 2.7999e+06 3.17567e+06 1.73445e+06 3.86668e+06 1.50525e+06 1.16264e+06 912906 1.95224e+06 737748 685163 449029 407334 3.38489e+06 283291 threshold=2781.5828000000006 1941.9625000000003 1085.4300000000001 2682.0900000000006 2871.8940000000007 1581.7937000000002 2976.3936000000008 523.64669700000002 551.27100000000007 698.40204000000006 2725.8677800000005 747.89455000000009 631.04475000000014 1937.6795000000002 1561.8224400000001 613.57500000000016 824.40500000000009 1529.30718 208.67750750000002 54.783000000000008 7.1627500000000017 54.830500000000008 723.85250000000008 2022.5000000000002 32.326850000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 9 6 8 10 16 24 22 13 12 19 17 15 -15 21 20 -19 -12 -1 -8 23 -2 -6 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.0031937132981855261 -6.6411271806557979 -3.6025974082946779 10.079413408551899 -9.4039870452880869 -0.61721480710165844 -6.9700655825932829 -0.39873295327891478 12.29418752861023 3.4505002403259279 -0.04134832841378671 -0.30554688647941308 -3.4940304285107238 2.9986377962430315 -0.38330645140115316 4.9749901546131481 2.1693851981018528 -2.2312695030544116 -0.30116120489632214 -3.5355071674693717 -2.7427578569495159 0.040120084732605851 1.6500331950187683 -2.3146435722351075 -1.5641465703372299 -2.175486494064331 leaf_weight=320842 24 23 21 24 28 24 23 20 20 27 27 33 24 77 22 33 23 123 22 23 41212 20 25 29 20 leaf_count=320842 24 23 21 24 28 24 23 20 20 27 27 33 24 77 22 33 23 123 22 23 41212 20 25 29 20 internal_value=0 -2.08449 2.92745 -3.794 0.00168254 -1.72895 0.00212173 2.53947 0.120857 -2.51171 0.00151966 -1.07167 0.00856906 0.00183659 1.14792 0.382501 -0.416506 0.00141891 -0.79189 -1.42666 0.00173662 0.554182 -3.36684 -3.86316 -1.26649 internal_weight=0 173 44 129 362616 92 362524 86 68 105 362438 107 74 362331 132 110 66 362199 145 50 362054 43 78 53 48 internal_count=362789 173 44 129 362616 92 362524 86 68 105 362438 107 74 362331 132 110 66 362199 145 50 362054 43 78 53 48 is_linear=0 shrinkage=0.01 Tree=636 num_leaves=24 num_cat=2 split_feature=1 7 11 0 5 8 9 18 7 0 3 11 19 10 19 16 0 0 25 18 3 24 3 split_gain=7.37584e+06 1.45276e+07 2.01402e+07 1.24222e+07 2.70133e+06 8.74195e+06 4.12854e+06 1.75803e+07 2.07698e+06 1.57914e+06 1.09171e+06 1.28243e+06 959252 2.19641e+06 1.87004e+06 946583 878448 838251 2.98553e+06 630994 544074 479879 222778 threshold=2781.5828000000006 1941.9625000000003 1085.4300000000001 2778.6210000000005 2871.8940000000007 1581.7937000000002 2854.0889000000006 258.76800000000009 659.5150000000001 149.25200000000004 1493.1141200000004 27.233500000000003 1602.6720400000004 517.51460000000009 1352.1000000000001 1078.6845000000003 360.43000000000001 3.3935000000000004 0 144.58000000000001 3.5725000000000007 1 138.47650000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 left_child=4 3 -3 10 6 8 12 9 20 -8 11 22 14 15 17 19 -15 21 -19 -14 -6 -1 -2 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12 -13 13 16 -16 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=0.035141396787433131 -1.8153479803289687 -3.5665713617076045 9.9786190764109293 -9.39323493830363 -0.14631918869018556 -6.9003650093078619 -1.7367220419806404 10.383997492790222 2.564228296694548 1.7509231967926024 -4.1348744373321535 0.53137390028346665 0.22817150059499239 -1.2707154524326325 2.249937585624489 1.9599618250131607 -4.1990807492392408 0.4750032199718725 0.026220384588212738 -1.8998938677527688 -2.3591595268249512 -0.0081663569925915086 -3.0995342497392135 leaf_weight=28091 35 23 21 30 25 24 37 20 23 20 20 22 38 20 37 20 21 1521 46796 22 20 285881 22 leaf_count=28091 35 23 21 30 25 24 37 20 23 20 20 22 38 20 37 20 21 1521 46796 22 20 285881 22 internal_value=0 -2.06365 2.89818 -3.75606 0.00166571 -1.71166 0.00210051 2.3174 0.119648 -0.512987 -2.04782 -1.51945 0.00160864 -0.888619 0.00190593 0.0759011 -2.77061 0.00167635 0.0404516 -0.552119 -1.1298 -0.00429076 -2.311 internal_weight=0 173 44 129 362616 92 362524 77 68 57 99 79 362447 121 362326 80 41 362289 48317 60 45 313972 57 internal_count=362789 173 44 129 362616 92 362524 77 68 57 99 79 362447 121 362326 80 41 362289 48317 60 45 313972 57 cat_boundaries=0 6 7 cat_threshold=9437184 0 16 0 8389249 4196416 1 is_linear=0 shrinkage=0.01 Tree=637 num_leaves=26 num_cat=0 split_feature=1 7 11 2 5 6 6 1 6 6 3 6 1 6 5 17 6 10 10 2 1 2 2 26 3 split_gain=7.22907e+06 1.42385e+07 1.97395e+07 8.98912e+06 2.64757e+06 7.91474e+06 5.42049e+06 2.42847e+07 2.38822e+06 2.18738e+06 1.21468e+06 2.75765e+06 3.11096e+06 1.69538e+06 3.79455e+06 1.1195e+06 899411 1.70134e+06 848844 722666 666390 622815 400409 3.29159e+06 158108 threshold=2781.5828000000006 1941.9625000000003 1085.4300000000001 2682.0900000000006 2871.8940000000007 1529.30718 2976.3936000000008 523.64669700000002 487.67864000000003 698.40204000000006 2725.8677800000005 747.89455000000009 631.04475000000014 1937.6795000000002 1561.8224400000001 131.96750000000003 1529.30718 246.87250000000003 323.11000000000007 54.783000000000008 7.1627500000000017 0.76250000000000007 723.85250000000008 2022.5000000000002 3.5725000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 9 6 8 10 18 24 22 13 12 19 16 15 -15 20 -18 21 -12 -1 -8 23 -2 -6 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.00316130481416345 -6.5371335069338476 -3.5309061216271442 9.8788328393300375 -9.2399390824635823 -0.80067275693339679 -7.087712533133371 1.4140792243957521 12.165593309402466 2.829339424133301 -0.003250449851707176 -0.30269719424071134 -3.4678335467251866 2.9676841084162398 0.86669111393810649 4.9261085865714334 -1.70017701285226 0.02393892708645072 -2.2346484422683717 -2.0730071785336448 -2.7148682370393176 0.039554995343797597 -0.95348005366325383 -2.2624249969482424 -1.5306139378712096 -1.9410962104797365 leaf_weight=320842 24 23 21 24 31 21 25 20 20 27 27 33 24 89 22 21 93 52 21 23 41212 20 25 29 20 leaf_count=320842 24 23 21 24 31 21 25 20 20 27 27 33 24 89 22 21 93 52 21 23 41212 20 25 29 20 internal_value=0 -2.04301 2.8692 -3.7185 0.0016492 -1.69454 0.00207965 2.51234 -0.0993802 -2.45645 0.00148401 -1.06382 0.00823817 0.00179861 1.1349 0.376653 0.00138566 -0.786037 -0.41289 -1.4123 0.00170102 0.361831 -3.30564 -3.79772 -1.2479 internal_weight=0 173 44 129 362616 92 362524 86 71 105 362438 107 74 362331 132 110 362199 145 66 50 362054 45 78 53 51 internal_count=362789 173 44 129 362616 92 362524 86 71 105 362438 107 74 362331 132 110 362199 145 66 50 362054 45 78 53 51 is_linear=0 shrinkage=0.01 Tree=638 num_leaves=27 num_cat=0 split_feature=1 5 8 0 5 8 6 1 6 2 0 3 6 1 6 0 11 8 6 0 0 2 5 3 1 3 split_gain=7.08521e+06 1.22348e+07 1.71245e+07 1.09125e+07 2.59489e+06 8.51456e+06 5.31262e+06 2.38014e+07 3.06126e+06 2.21331e+06 1.64873e+06 1.1905e+06 2.70277e+06 3.04905e+06 1.66164e+06 3.88393e+06 3.26123e+06 1.12621e+06 881512 1.89342e+06 899052 708285 443920 411223 384275 273337 threshold=2781.5828000000006 2871.8940000000007 1973.6620000000003 2778.6210000000005 2871.8940000000007 1581.7937000000002 2976.3936000000008 523.64669700000002 551.27100000000007 1468.575 747.41500000000008 2725.8677800000005 747.89455000000009 631.04475000000014 1937.6795000000002 153.21245250000001 94.005500000000026 824.40500000000009 1529.30718 747.41500000000008 1117.6621800000003 54.783000000000008 54.830500000000008 45.215913000000008 13.612000000000002 32.326850000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 9 6 8 11 17 25 10 23 14 13 21 18 24 -17 22 20 -20 -1 -13 -8 -2 -16 -6 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.00095794212359438932 -1.5739645485877993 -3.4302303330794626 9.0597582135881698 -9.5078833953857416 -0.60208170992987498 -6.7983749137322107 -0.40088056398474647 12.043937042236328 3.4167469596862792 -4.6764739665618311 0.74864282681391792 -0.29967022171726937 -3.4331552404345889 2.9380073261260988 -0.052233888452703305 5.2739388284683235 0.80966395748986142 -2.1948676150778064 -0.19452857083859651 -3.0154952913920083 0.34369036480560994 -2.6877195374862008 1.6361972584724427 -3.3739480174671521 -1.67089362653819 -2.1327313499450686 leaf_weight=361287 30 23 21 25 28 24 23 20 20 26 26 27 33 24 44 30 36 23 115 30 767 23 20 22 22 20 leaf_count=361287 30 23 21 25 28 24 23 20 20 26 26 27 33 24 44 30 36 23 115 30 767 23 20 22 22 20 internal_value=0 -2.02258 2.5309 -3.57571 0.00163271 -1.6776 0.00205886 2.48721 0.129736 -2.14971 -1.30745 0.00146917 -1.05318 0.00815582 0.00178062 1.12355 2.83888 -0.408762 0.00137181 -0.778177 0.00168401 -1.39817 0.546597 -2.3355 -0.591787 -1.23985 internal_weight=0 173 44 129 362616 92 362524 86 68 104 78 362438 107 74 362331 132 66 66 362199 145 362054 50 43 52 66 48 internal_count=362789 173 44 129 362616 92 362524 86 68 104 78 362438 107 74 362331 132 66 66 362199 145 362054 50 43 52 66 48 is_linear=0 shrinkage=0.01 Tree=639 num_leaves=27 num_cat=1 split_feature=1 7 11 0 5 8 7 5 7 3 4 10 0 8 3 11 0 24 26 2 14 3 10 3 26 3 split_gain=6.94421e+06 1.37519e+07 1.91834e+07 1.19042e+07 2.54325e+06 8.34512e+06 3.37758e+06 1.63778e+07 2.01997e+06 1.15282e+06 3.28604e+06 3.7771e+06 1.36455e+06 1.14948e+06 1.07564e+06 1.23441e+06 1.06108e+06 6.74323e+06 7.01002e+06 3.36016e+06 943783 1.69303e+06 1.28803e+06 530091 492105 213243 threshold=2781.5828000000006 1941.9625000000003 1085.4300000000001 2778.6210000000005 2871.8940000000007 1581.7937000000002 2822.9627650000007 1312.9050000000002 659.5150000000001 2725.8677800000005 1522.8167500000002 312.03250000000008 5.882454000000001 581.43500000000006 1493.1141200000004 27.233500000000003 1117.6621800000003 0 2022.5000000000002 14.655600000000002 1619.4627500000004 428.36700000000008 3056.7500000000005 3.5725000000000007 2022.5000000000002 138.47650000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=4 3 -3 14 6 8 9 13 23 16 11 12 -11 24 15 25 20 18 -18 -19 22 -22 -1 -6 -8 -2 right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 17 19 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=0.0012102171542126799 -1.7439214459146772 -3.4841109889486566 9.7353947961898069 -9.1673453432718919 -0.13298075332641601 -6.7303910477956137 1.7844529294967653 9.9278197593688979 2.5392326504251232 0.15895979579289754 -4.6931284990310669 3.4920142418997631 -2.7671067125657025 -2.0075622566223146 -4.0483723278045654 0.55980533166365187 4.5188304336547853 -0.96501634137017223 0.10225533070771591 0.493117042371712 -0.18290077019654788 -2.513495016330626 1.9769320730729536 -2.3172015438079834 -0.22558991530845907 -3.0003272073919125 leaf_weight=361313 35 23 21 30 25 24 21 20 23 30 20 21 34 25 20 22 75 260 69 403 130 41 33 20 29 22 leaf_count=361313 35 23 21 30 25 24 21 20 23 30 20 21 34 25 20 22 75 260 69 403 130 41 33 20 29 22 internal_value=0 -2.00236 2.8252 -3.64897 0.00161638 -1.66082 0.00203827 1.88736 0.128438 0.00154409 -1.04612 -0.188006 -1.39551 -0.256769 -1.97673 -1.45226 0.0018477 0.364052 2.24654 -0.0775306 0.00103916 -0.741698 0.00139065 -1.10375 0.618628 -2.22885 internal_weight=0 173 44 129 362616 92 362524 95 68 362429 105 85 64 75 99 79 362324 807 144 663 361517 171 361346 45 50 57 internal_count=362789 173 44 129 362616 92 362524 95 68 362429 105 85 64 75 99 79 362324 807 144 663 361517 171 361346 45 50 57 cat_boundaries=0 1 cat_threshold=6 is_linear=0 shrinkage=0.01 Tree=640 num_leaves=20 num_cat=0 split_feature=17 4 16 8 0 13 4 8 18 12 4 7 0 1 7 10 3 3 20 split_gain=2.05256e+06 1.19708e+07 3.35464e+06 5.86387e+06 2.28643e+06 1.38819e+06 2.7623e+06 2.58326e+06 1.361e+07 5.18543e+06 8.76221e+06 3.20115e+06 1.6176e+07 4.51343e+06 2.3396e+07 2.68638e+06 1.86122e+06 381534 129761 threshold=2221.3567500000004 2693.9010000000007 3006.0949125000006 279.82900000000001 591.40200000000016 3214.9168000000004 480.67500000000001 1973.6620000000003 313.78700000000003 2107.0655000000002 680.56950000000018 2822.9627650000007 1117.6621800000003 2781.5828000000006 149.17670000000001 104.01250000000002 1118.1025000000002 52.915692000000007 297.77500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 -4 17 7 -7 11 9 10 -9 13 15 16 -15 -13 -1 18 -2 right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 leaf_value=-0.00073873652572210738 0.086947041627238791 -8.3683884062767024 -0.42989370162670426 6.7723767390251162 2.8792173103664234 0.13228575447026419 -4.5512950134277341 1.5241277463589944 8.5557722603191024 4.5552255451679233 -3.2834381447732448 -0.85081388774671052 -9.5324387990860711 -0.16440817786915468 11.010834397025731 3.6770267005115751 0.5202545110329313 -1.9076633338928224 -0.91283181962512783 leaf_weight=361610 34 20 26 20 23 34 20 93 22 24 64 38 21 101 23 20 687 20 21 leaf_count=361610 34 20 26 20 23 34 20 93 22 24 64 38 21 101 23 20 687 20 21 internal_value=0 -1.3179 0.00119859 2.70153 0.120974 0.000856167 -1.60237 0.00109486 1.12885 0.226128 -0.435644 0.000463318 -2.0123 0.000902057 1.90842 0.71051 0.000249189 -0.724887 -0.294787 internal_weight=0 118 362803 46 98 362757 54 362703 203 181 157 362500 79 362421 124 58 362297 75 55 internal_count=362921 118 362803 46 98 362757 54 362703 203 181 157 362500 79 362421 124 58 362297 75 55 is_linear=0 shrinkage=0.01 Tree=641 num_leaves=19 num_cat=0 split_feature=17 2 16 3 11 13 9 12 7 7 7 0 1 12 10 3 20 12 split_gain=2.01171e+06 9.56144e+06 3.28789e+06 4.98614e+06 2.02214e+06 1.36057e+06 2.66676e+06 2.58965e+07 6.62237e+06 2.06823e+06 1.62322e+06 1.02627e+07 3.97269e+06 1.96107e+07 2.7552e+06 1.45429e+06 553853 129963 threshold=2221.3567500000004 1827.1555000000001 3006.0949125000006 22.231000000000005 1413.4285000000002 3214.9168000000004 2854.0889000000006 150.96810000000002 712.24900000000014 998.30500000000018 2822.9627650000007 1519.5755740000002 2781.5828000000006 117.19185000000002 190.45082400000004 1118.1025000000002 484.06875000000002 174.88700000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 -4 16 6 10 8 -8 -7 12 14 15 -14 -12 -1 17 -2 right_child=1 -3 3 -5 -6 9 7 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 leaf_value=-0.00049260875581663547 0.17582703427626536 -7.6058553857803348 -0.21305192498060371 6.4283471021652225 2.3716298609513506 0.099369996901481378 0.26628724234444756 8.6346775956587365 -7.2678478698730462 -3.8584075056988256 -0.8673720407485962 -6.9528684442241993 3.7837718123314428 -5.6642142377580909 3.2898678081512451 0.45477776489674959 -2.2487827671141853 -0.83398065693378443 leaf_weight=361696 26 20 26 20 26 31 28 33 20 23 44 24 102 28 25 703 21 25 leaf_count=361696 26 20 26 20 26 31 28 33 20 23 44 24 102 28 25 703 21 25 internal_value=0 -1.30472 0.0011866 2.67451 -0.0187763 0.000847606 0.00108391 1.81535 -2.87294 -1.58635 0.000678653 -1.32029 0.00101752 1.74882 0.638874 0.000390548 -0.881978 -0.319177 internal_weight=0 118 362803 46 98 362757 362703 81 48 54 362622 93 362529 130 69 362399 72 51 internal_count=362921 118 362803 46 98 362757 362703 81 48 54 362622 93 362529 130 69 362399 72 51 is_linear=0 shrinkage=0.01 Tree=642 num_leaves=27 num_cat=2 split_feature=8 24 9 9 7 4 1 1 7 4 26 4 0 8 10 4 2 4 1 14 2 4 25 0 26 4 split_gain=1.97611e+06 1.48415e+07 7.28241e+07 2.71291e+07 8.80932e+06 3.28912e+07 6.69428e+06 6.29221e+06 2.71523e+07 1.48787e+07 7.91518e+06 6.15294e+06 4.64841e+06 2.27334e+06 1.8191e+06 1.21117e+07 1.55138e+06 4.18191e+06 4.88303e+06 1.12638e+06 960320 955764 3.34156e+06 1.17216e+06 829579 739488 threshold=1973.6620000000003 0 2854.0889000000006 2854.0889000000006 2822.9627650000007 1522.8167500000002 1256.4300000000001 2781.5828000000006 149.17670000000001 285.32900000000006 2022.5000000000002 537.37500000000011 992.19979999999998 2971.7767500000004 3056.7500000000005 334.05380000000002 2682.0900000000006 1292.0010000000002 733.85806350000018 205.27500000000003 193.49000000000004 480.67500000000001 1 497.59550000000002 2022.5000000000002 29.187900000000003 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=4 3 11 6 7 20 24 14 9 10 12 19 -9 -13 16 -16 21 18 -18 -3 -6 23 -23 -1 -2 -26 right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12 13 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 leaf_value=0.00027437568204739956 -2.4052113451128423 3.2006476337031313 19.438403333581011 -11.084372836303711 1.2886103443095558 -14.084897206624348 5.4858523802323775 1.4981895844832709 10.923283059256416 -6.5594079745257341 -1.9938179923748149 -0.55390469288003863 7.8559346178303597 -4.6260898791826692 -1.6717182718740926 7.8366487103416809 -1.4854757216843693 -4.6901606706472547 3.9545723863081497 0.26874470138549805 -1.1047611490885418 0.78207243090508827 -0.042156197981947613 -0.23661850321426214 -1.2171866851806641 1.3626170587539672 leaf_weight=357816 23 38 23 25 38 21 22 23 28 27 29 29 23 26 37 21 66 26 22 20 30 687 1675 2101 25 20 leaf_count=357816 23 38 23 25 38 21 22 23 28 27 29 29 23 26 37 21 66 26 22 20 30 687 1675 2101 25 20 internal_value=0 0.887743 2.99823 -1.71934 0.000140504 -3.1456 0.691017 0.000912665 2.20055 -0.19392 2.09766 -0.0826732 4.67706 -2.47894 0.000123721 1.77097 -0.000159697 -1.16653 -0.125464 2.18965 0.232711 0.000207331 0.200708 -0.00110848 -0.860253 -0.0706072 internal_weight=0 251 136 115 362670 89 90 362581 130 102 75 113 46 55 362451 58 362393 114 88 58 68 362279 2362 359917 68 45 internal_count=362921 251 136 115 362670 89 90 362581 130 102 75 113 46 55 362451 58 362393 114 88 58 68 362279 2362 359917 68 45 cat_boundaries=0 1 8 cat_threshold=717 3162624 98304 1576960 67108865 21504 16384 132 is_linear=0 shrinkage=0.01 Tree=643 num_leaves=31 num_cat=3 split_feature=8 24 7 11 7 4 1 1 7 3 0 4 12 6 3 21 25 8 3 0 5 1 0 0 4 25 0 5 3 4 split_gain=1.93678e+06 1.45462e+07 5.6577e+07 2.04221e+07 8.63402e+06 3.22366e+07 6.80337e+06 6.16699e+06 2.66119e+07 2.31603e+07 7.12805e+06 4.87614e+06 2.54314e+06 2.25169e+06 2.03787e+06 7.63864e+06 2.35142e+06 3.71458e+06 1.86396e+06 1.609e+06 1.88619e+06 5.04955e+06 1.42018e+06 976199 838378 4.50758e+06 1.20704e+06 590365 835663 412129 threshold=1973.6620000000003 0 2822.9627650000007 3182.0603000000006 2822.9627650000007 1522.8167500000002 1256.4300000000001 2781.5828000000006 149.17670000000001 1118.1025000000002 992.19979999999998 537.37500000000011 103.43350000000001 1000.0509250000001 1118.1025000000002 208.52815749999999 1 1148.5039000000004 1890.7105500000002 1884.2950000000003 842.25950000000023 340.50250000000011 54.605550000000008 887.79240000000016 480.67500000000001 2 497.59550000000002 622.44110000000012 0.74700000000000011 20.795000000000005 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=4 3 11 6 7 27 13 14 9 10 22 12 -3 29 19 16 18 -18 -16 24 21 -21 -9 -13 26 -26 -1 28 -6 -2 right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12 23 -14 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00026582169948166428 -0.97126091709843398 3.9836900186538697 16.77720809020996 -10.278299835868504 0.87646333734194448 -13.944048324880146 5.1075898031754932 1.9966381697143829 10.814050011634826 -7.9385446848188135 7.084227920812368 -0.559383845762773 -0.14304616072348186 -4.1034350242614748 0.051881917732865067 6.0814990941683451 0.40044338752379582 3.7191617891523574 -2.5623356640857202 -1.6188651456746437 -3.8067456741333006 2.0642451832844659 -1.4435435862768264 -3.3528537135288632 1.2139864478717193 -0.011814681294275717 -0.2546529710319837 1.5777125063809481 -1.821758226481351 0.85035137539324557 leaf_weight=357555 27 32 25 23 24 21 22 28 28 28 25 22 28 20 67 24 534 36 46 131 20 52 21 29 352 1759 1875 22 22 23 leaf_count=357555 27 32 25 23 24 21 22 28 28 28 25 22 28 20 67 24 534 36 46 131 20 52 21 29 352 1759 1875 22 22 23 internal_value=0 0.878865 2.96825 -1.70215 0.000139303 -3.11414 0.256873 0.000903742 2.17855 -0.191981 2.73915 0.125528 2.05788 -1.26764 0.000122688 0.53648 0.341633 0.599529 -0.930011 -0.000925579 -0.890963 -0.572298 0.522275 -2.14783 -0.000425836 0.198277 -0.00159286 0.230384 -0.41399 -0.133319 internal_weight=0 251 136 115 362670 89 92 362581 130 102 74 111 60 70 362451 707 683 570 113 361744 203 183 49 51 361541 2111 359430 68 46 50 internal_count=362921 251 136 115 362670 89 92 362581 130 102 74 111 60 70 362451 707 683 570 113 361744 203 183 49 51 361541 2111 359430 68 46 50 cat_boundaries=0 1 6 13 cat_threshold=717 134217728 4 0 1077936128 4194304 3162624 32768 524288 65537 21504 16384 4 is_linear=0 shrinkage=0.01 Tree=644 num_leaves=26 num_cat=2 split_feature=17 2 16 3 16 3 12 14 2 2 0 1 25 0 3 0 25 0 26 2 17 26 15 26 19 split_gain=2.00407e+06 9.32877e+06 3.19944e+06 4.8501e+06 1.96704e+06 1.34275e+06 4.83412e+07 5.03828e+07 3.43776e+07 5.28839e+06 4.07296e+06 790512 4.01725e+06 1.56494e+07 5.41027e+06 2.94154e+06 1.90379e+06 3.35863e+06 2.92805e+06 1.83602e+06 1.82009e+06 1.34128e+06 716888 95788.6 84095.7 threshold=2221.3567500000004 1827.1555000000001 3006.0949125000006 22.231000000000005 1927.9850000000004 2725.8677800000005 85.709000000000017 252.03500000000003 2682.0900000000006 1271.7445000000002 286.09000000000009 270.00500000000005 0 992.19979999999998 481.20000000000005 2778.6210000000005 1 747.41500000000008 2022.5000000000002 2682.0900000000006 1381.0875000000003 2022.5000000000002 752.68275000000017 2022.5000000000002 137.65125000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 left_child=2 4 5 -4 22 11 8 -8 9 10 -7 15 13 14 -13 19 18 -18 -14 20 -1 -17 24 -21 -2 right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12 12 16 -15 -16 21 17 -19 -20 23 -22 -23 -24 -25 -26 leaf_value=-0.0010494184522130095 -0.58898824104070668 -7.5262537469863888 -0.20961317630914544 6.3405591688156129 2.2080223047733307 1.1838653910437296 21.631159904479983 -0.81494233894348145 -11.557639376322429 5.1043298235806551 -4.1889407625652497 0.15582531257577845 0.47699361600821805 7.6727684714577418 4.2692350207737517 -3.3213729978862565 -0.10077901360946789 -1.6835105429468928 -0.1122529915776157 -2.329396127065023 1.4799616146949401 -0.54266956448554993 -2.329127031688889 -1.4753323875213491 0.26940472466605053 leaf_weight=357007 25 20 26 20 28 43 20 20 30 22 21 370 1632 33 35 38 1425 148 1745 24 83 32 24 29 21 leaf_count=357007 25 20 26 20 28 43 20 20 30 22 21 370 1632 33 35 38 1425 148 1745 24 83 32 24 29 21 internal_value=0 -1.30226 0.00116369 2.63829 -0.0320575 0.00082929 0.92839 10.4081 -2.34048 0.874811 -0.579087 0.00043023 0.120654 1.02741 0.511305 -0.00138315 0.0382666 -0.248117 0.172002 -0.000981408 -0.000705181 -2.05111 -0.928089 -1.86208 -0.197113 internal_weight=0 118 362803 46 98 362757 156 40 116 86 64 362601 5388 438 405 357213 4950 1573 3377 357143 357090 70 70 53 46 internal_count=362921 118 362803 46 98 362757 156 40 116 86 64 362601 5388 438 405 357213 4950 1573 3377 357143 357090 70 70 53 46 cat_boundaries=0 7 14 cat_threshold=8388608 0 80 262656 0 0 128 540394528 1216382536 134748416 1145044992 536956928 0 4 is_linear=0 shrinkage=0.01 Tree=645 num_leaves=25 num_cat=0 split_feature=14 5 3 4 5 10 0 1 3 5 6 5 19 1 4 2 4 9 2 17 15 11 6 19 split_gain=5.3279e+06 1.25458e+07 1.03356e+07 5.57353e+07 4.23091e+06 4.74366e+06 1.54756e+06 4.38886e+06 1.43519e+07 4.27033e+06 4.04079e+06 1.49165e+06 1.24504e+06 1.37409e+06 978218 715460 622103 1.32849e+06 1.07677e+06 755983 651321 252439 92495.1 10861.4 threshold=3182.0603000000006 1016.9325000000002 2725.8677800000005 2693.9010000000007 1908.1960000000001 137.52250000000001 2778.6210000000005 354.74564000000004 128.84440000000004 772.27550000000008 25.327000000000002 26.307400000000005 1602.6720400000004 442.05400000000003 12.461000000000002 104.01000000000001 2693.9010000000007 754.45500000000004 287.03350000000006 3600.16113 1305.4625000000003 17.816616500000006 235.02010000000004 2343.4900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 6 4 5 11 12 10 -9 -10 -8 15 16 21 -2 -4 19 18 -18 20 -1 23 -23 -14 right_child=1 -3 3 -5 -6 -7 7 8 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 leaf_value=-0.00029237685346675274 -0.80475342768209956 -8.1164209364520179 -1.5018661441802978 13.690806374686106 -4.6990013013567244 3.5708986962636313 -4.1957069310602151 7.894210502624512 -5.7266244997978211 0.41959282948420601 0.98753685814993719 -3.076549553504357 -0.2245246217467568 -3.2866579636660487 2.1131433801651003 1.0138974505204421 -0.55822588176727295 1.1017811908040729 -3.0075468346050811 1.8531408006494696 -0.52141017155908043 -0.63605826184863135 -1.5862835760116576 0.066003249614469461 leaf_weight=362200 27 27 20 35 21 30 53 20 20 26 21 26 22 22 20 26 50 28 28 22 240 21 20 31 leaf_count=362200 27 27 20 35 21 30 53 20 20 26 21 26 22 22 20 26 50 28 28 22 240 21 20 31 internal_value=0 -2.6839 -0.000372572 2.55671 -0.611531 0.230007 -0.00148611 -1.05266 0.822138 -2.25268 -2.72479 -1.16203 -0.00108034 -1.03692 0.436905 -0.0799128 -0.000748938 -0.766724 -1.43747 -0.000524933 -0.00063745 -0.510387 -1.09958 -0.0545932 internal_weight=0 74 362982 158 123 102 362824 140 66 46 74 72 362684 116 47 46 362568 106 78 362462 362440 94 41 53 internal_count=363056 74 362982 158 123 102 362824 140 66 46 74 72 362684 116 47 46 362568 106 78 362462 362440 94 41 53 is_linear=0 shrinkage=0.01 Tree=646 num_leaves=25 num_cat=1 split_feature=14 5 3 2 9 1 0 1 3 8 5 19 1 2 7 22 16 25 2 1 11 6 21 19 split_gain=5.22188e+06 1.22962e+07 1.01299e+07 4.06163e+07 8.61079e+06 3.49017e+06 1.51677e+06 4.30152e+06 1.40663e+07 4.29875e+06 4.18535e+06 1.22026e+06 1.34675e+06 1.05143e+06 898728 593370 2.4909e+06 549310 3.04223e+06 1.92329e+06 247415 90654.4 50224.5 10645.2 threshold=3182.0603000000006 1016.9325000000002 2725.8677800000005 2682.0900000000006 580.86400000000015 523.64669700000002 2778.6210000000005 354.74564000000004 128.84440000000004 190.47000000000003 772.27550000000008 1602.6720400000004 442.05400000000003 22.675479000000003 17.544900000000002 1100.6388000000002 397.99650000000003 0 2682.0900000000006 2781.5828000000006 17.816616500000006 235.02010000000004 77.227500000000006 2343.4900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 14 6 4 5 13 11 9 -9 -8 -10 15 20 -4 -2 17 22 18 -1 -19 23 -22 -17 -13 right_child=1 -3 3 -5 -6 -7 7 8 10 -11 -12 12 -14 -15 -16 16 -18 19 -20 -21 21 -23 -24 -25 leaf_value=0.040439577572996134 -0.75760532235657718 -8.035256872883549 -1.7389823608398438 11.387657227149377 -4.53870270211356 3.8989865395517063 -4.1643474185025253 7.8152684707641606 -5.6693583550453184 1.2628457422256469 0.41539690384498007 -0.22227937156503852 -3.2537913504513831 1.1332409007732684 2.0392260932922364 0.061165999340456585 3.919323269844055 -0.0039340288161260808 3.9420913848876955 -1.377306816928527 -0.62969768410637261 -1.570420747280121 -0.54540114331245426 0.065343223233376782 leaf_weight=25877 27 27 25 39 35 33 54 20 20 20 26 22 22 26 20 43 20 336486 20 102 21 20 20 31 leaf_count=25877 27 27 25 39 35 33 54 20 20 20 26 22 22 26 20 43 20 336486 20 102 21 20 20 31 internal_value=0 -2.65706 -0.000368846 2.53114 -0.371415 1.36496 -0.00147125 -1.04214 0.813917 -2.69754 -2.23015 -0.00106954 -1.02655 -0.274712 0.432536 -0.000741449 0.844682 -0.000935029 0.043436 -0.00435009 -0.505283 -1.08859 -0.131395 -0.0540473 internal_weight=0 74 362982 158 119 84 362824 140 66 74 46 362684 116 51 47 362568 83 362485 25897 336588 94 41 63 53 internal_count=363056 74 362982 158 119 84 362824 140 66 74 46 362684 116 51 47 362568 83 362485 25897 336588 94 41 63 53 cat_boundaries=0 6 cat_threshold=2147500032 134316064 67108945 4522769 545392769 339895488 is_linear=0 shrinkage=0.01 Tree=647 num_leaves=25 num_cat=1 split_feature=14 0 3 2 9 1 2 3 5 3 19 5 2 1 13 24 1 0 0 0 6 5 17 19 split_gain=5.11796e+06 1.20615e+07 9.92832e+06 3.98081e+07 8.43943e+06 3.42072e+06 1.49718e+06 1.25241e+06 2.87928e+06 2.64282e+06 1.12841e+06 1.37102e+06 1.0305e+06 1.01525e+06 878171 611250 3.20799e+06 6.92802e+06 3.75174e+06 2.07377e+06 3.57741e+06 1.11337e+06 170394 38158.2 threshold=3182.0603000000006 747.41500000000008 2725.8677800000005 2682.0900000000006 580.86400000000015 523.64669700000002 2682.0900000000006 698.94000000000005 1312.9050000000002 13.843700000000002 1602.6720400000004 194.43750000000003 22.675479000000003 255.76375000000002 312.11975000000007 0 354.74564000000004 1884.2950000000003 2778.6210000000005 2778.6210000000005 698.40204000000006 1908.1960000000001 14.819500000000001 2343.4900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 14 6 4 5 12 10 9 -9 13 15 22 -4 -8 -2 16 18 -18 -1 21 -21 -17 23 -12 right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 11 -13 -14 -15 -16 19 17 -19 -20 20 -22 -23 -24 -25 leaf_value=0.016596393089388786 1.7897106409352272 -8.4577562292416903 -1.7215925109863282 11.273780683859799 -4.4933156444004609 3.8599966528921414 -1.571477776577598 3.0280399522327244 -1.8339976238382274 -4.3735597591046931 -0.12929235562034275 -2.5129285651292559 1.1219085238530087 1.1682736932663691 -0.9154863811135292 -0.0082420379519020526 0.43032523749498097 4.902740614679125 -4.3150173768997195 -2.7451098761707544 2.011460169610523 0.82358809182269976 -0.78428644075989729 0.44070599675178529 leaf_weight=89600 20 24 25 39 35 33 38 21 29 27 23 39 26 21 30 271754 914 36 20 64 21 161 32 24 leaf_count=89600 20 24 25 39 35 33 38 21 29 27 23 39 26 21 30 271754 914 36 20 64 21 161 32 24 internal_value=0 -2.63049 -0.000365158 2.50583 -0.3677 1.35131 -0.00145654 -1.05048 0.208058 -1.78219 -0.00106318 -0.978798 -0.271965 -0.596312 0.166592 -0.000744968 0.0217548 0.599806 0.0156297 -0.0082374 -1.56996 -0.00774951 -0.221442 0.161771 internal_weight=0 74 362982 158 119 84 362824 136 50 86 362688 118 51 59 50 362570 90570 950 89620 272000 85 271915 79 47 internal_count=363056 74 362982 158 119 84 362824 136 50 86 362688 118 51 59 50 362570 90570 950 89620 272000 85 271915 79 47 cat_boundaries=0 1 cat_threshold=21 is_linear=0 shrinkage=0.01 Tree=648 num_leaves=25 num_cat=2 split_feature=14 5 3 2 9 11 1 2 3 5 3 19 5 1 10 25 24 9 5 2 13 1 17 19 split_gain=5.01612e+06 1.19065e+07 9.73075e+06 3.90159e+07 8.27302e+06 3.65992e+06 3.13086e+06 1.46739e+06 1.22748e+06 2.82198e+06 2.59023e+06 1.10595e+06 1.34374e+06 995047 862477 610296 1.62167e+06 2.45896e+07 1.48492e+06 6.27444e+06 1.2267e+06 1.18178e+06 167004 37398.9 threshold=3182.0603000000006 1016.9325000000002 2725.8677800000005 2682.0900000000006 658.43074000000013 11.2661 228.79050000000004 2682.0900000000006 698.94000000000005 1312.9050000000002 13.843700000000002 1602.6720400000004 194.43750000000003 255.76375000000002 1058.8682400000002 0 1 395.07800000000003 1908.1960000000001 522.27250000000015 483.56250000000006 1892.2623000000001 14.819500000000001 2343.4900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=2 14 7 4 5 6 -4 11 10 -10 13 15 22 -9 -2 16 17 -1 21 -20 -18 -17 23 -13 right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 -12 12 -14 -15 -16 18 20 -19 19 -21 -22 -23 -24 -25 leaf_value=0.17497879197471208 -0.72983329463888102 -7.8964695626718031 -1.7359245470950477 11.161042830638396 -4.6205063224561291 5.0167920856475829 2.670971969195775 -1.5557631191454437 2.9977594811575758 -1.8156577116867592 -4.3298241405133853 -0.1279994241051052 -2.4877992600508225 1.1565911574590775 2.0100108366012575 -0.0048212478213358187 0.025117966545051863 9.2794149727026625 -0.6175514169413634 3.4194341762482172 -0.70648773291990863 -0.8437479820847511 -0.77644358538091185 0.43629890044530234 leaf_weight=2657 27 27 38 39 33 20 28 38 21 29 27 23 39 21 20 330185 29137 30 99 63 231 168 32 24 leaf_count=2657 27 27 38 39 33 20 28 38 21 29 27 23 39 21 20 330185 29137 30 99 63 231 168 32 24 internal_value=0 -2.60419 -0.000361506 2.48077 -0.364023 1.26928 0.133668 -0.00144197 -1.03998 0.205978 -1.76437 -0.00105254 -0.96901 -0.590349 0.436058 -0.000737518 0.0409158 0.275603 -0.00477836 0.952387 0.0193568 -0.00524788 -0.219228 0.160153 internal_weight=0 74 362982 158 119 86 66 362824 136 50 86 362688 118 59 47 362570 32055 2687 330515 162 29368 330353 79 47 internal_count=363056 74 362982 158 119 86 66 362824 136 50 86 362688 118 59 47 362570 32055 2687 330515 162 29368 330353 79 47 cat_boundaries=0 6 7 cat_threshold=8388608 134316064 67108945 1111753489 545392769 339895488 16 is_linear=0 shrinkage=0.01 Tree=649 num_leaves=26 num_cat=1 split_feature=15 6 3 4 4 10 4 11 11 6 2 0 25 1 1 0 8 2 11 13 1 0 4 11 3 split_gain=4.75564e+06 1.20693e+07 9.72562e+06 5.76321e+07 4.40593e+06 4.05368e+06 1.68062e+06 1.72036e+06 1.64805e+06 1.22625e+06 1.16992e+06 847569 4.53881e+06 1.2787e+07 8.01882e+06 5.0953e+06 4.63944e+06 793688 778171 1.34346e+06 733909 690804 2.69075e+06 1.07177e+06 18197.4 threshold=2869.3449000000005 1529.30718 2725.8677800000005 2693.9010000000007 1522.8167500000002 137.52250000000001 2693.9010000000007 789.79950000000008 1230.4050000000002 1136.6981000000003 104.01000000000001 1275.1415000000002 0 1461.4925000000003 2781.5828000000006 2778.6210000000005 1350.3896175000002 287.03350000000006 3182.0603000000006 180.27000000000004 228.79050000000004 1117.6621800000003 480.67500000000001 789.79950000000008 11.958600000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 6 4 5 10 11 9 -2 17 -4 18 13 15 16 -13 -14 24 21 -20 -12 23 -23 -1 -8 right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 20 12 14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 leaf_value=-9.7561645004990902e-05 -1.227864752345615 -8.5531191116830581 -2.6197420106110751 14.228393665660512 -4.5074484666188557 3.5711894324973774 -0.25886280808111894 -3.2952164686137237 2.3523788676857946 1.3384984365793375 -1.3902865467071532 -2.3833944258277802 0.081831037197143408 4.4820275878906255 -4.5712822899818422 -7.547861480712891 3.4426176155938042 -2.7269139111560325 -0.30167583703994749 3.1617260921569095 1.2034556758403778 -0.091736694276332853 2.7061101932110994 -0.40528396318447335 -0.65248951991399129 leaf_weight=361135 36 23 27 33 24 27 23 29 20 26 20 81 471 24 35 25 45 23 24 21 24 136 46 654 24 leaf_count=361135 36 23 27 33 24 27 23 29 20 26 20 81 471 24 35 25 45 23 24 21 24 136 46 654 24 internal_value=0 -2.45414 -0.000349371 2.50403 -0.667315 0.273125 -0.00141926 -1.16074 0.0507937 -0.515955 -0.981068 -0.00101971 -0.353476 -1.95845 0.059653 -3.60143 0.374923 -1.20475 -0.000356691 1.31458 0.0244819 -0.000520163 0.615411 -0.00083001 -0.459864 internal_weight=0 79 362977 155 122 98 362822 125 56 96 71 362697 681 130 551 106 516 70 362016 45 44 361971 182 361789 47 internal_count=363056 79 362977 155 122 98 362822 125 56 96 71 362697 681 130 551 106 516 70 362016 45 44 361971 182 361789 47 cat_boundaries=0 7 cat_threshold=1048576 0 64 0 4194304 0 132 is_linear=0 shrinkage=0.01 Tree=650 num_leaves=23 num_cat=0 split_feature=17 2 1 2 7 13 9 26 8 7 11 14 19 6 4 12 1 4 10 7 14 14 split_gain=3.40086e+06 1.69146e+07 4.7975e+06 1.26659e+07 5.39202e+07 7.94478e+06 3.74194e+06 3.53917e+06 3.07189e+06 3.14052e+06 2.33926e+06 1.0134e+06 916171 952520 807298 3.08055e+06 947886 534053 446960 382635 83423.7 83118.6 threshold=2221.3567500000004 1827.1555000000001 2781.5828000000006 2682.0900000000006 149.17670000000001 76.239500000000007 18.626000000000005 2022.5000000000002 2971.7767500000004 1538.3385000000001 1413.4285000000002 3182.0603000000006 1602.6720400000004 281.64348000000001 1522.8167500000002 11.555000000000001 1256.4300000000001 104.01000000000001 153.05580000000003 19.668459000000006 5.7767500000000007 66.28100000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 8 5 -5 6 7 17 11 19 18 12 14 21 16 -16 -1 -4 20 -10 -2 -14 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.00012166861501792021 0.18690644713548515 -10.077365690231323 4.7072556897799176 -6.1433717963809054 15.054160886492047 -5.066029103851319 -1.7549694397449493 -1.0246672583761669 0.37244661058698386 -5.0836033365000848 3.1003072223663333 1.7519762762929454 -0.51365802331846588 -2.2764362585885185 1.0638757068205338 -0.91374455699878454 -0.44807334386269082 2.6559909404136919 -1.8477675453186035 -1.3349819992610388 -0.67215048068761829 0.19493498287200928 leaf_weight=361976 26 20 30 21 28 25 30 21 21 23 20 33 49 35 260 113 473 22 25 35 20 25 leaf_count=361976 26 20 30 21 28 25 30 21 21 23 20 33 49 35 260 113 473 22 25 35 20 25 internal_value=0 -1.75062 2.95421e-05 1.64597 5.9695 -0.00912775 1.21828 2.44016 -0.000772931 -1.97248 0.0794342 -0.000343784 -0.000503116 -0.917166 -0.000227729 0.464758 -0.000706251 3.83941 -0.771516 -0.694696 -0.186597 -0.274268 internal_weight=0 111 363220 177 49 128 103 73 363043 79 91 362964 362931 109 362822 373 362449 52 71 56 46 74 internal_count=363331 111 363220 177 49 128 103 73 363043 79 91 362964 362931 109 362822 373 362449 52 71 56 46 74 is_linear=0 shrinkage=0.01 Tree=651 num_leaves=27 num_cat=1 split_feature=17 2 1 5 2 7 5 26 8 5 11 10 5 6 13 1 25 19 7 4 12 5 5 10 7 17 split_gain=3.33318e+06 1.6578e+07 4.70203e+06 1.73202e+07 2.01654e+07 1.60123e+07 2.43445e+07 3.06128e+06 3.01076e+06 4.89044e+06 2.29271e+06 909549 2.9835e+06 2.08328e+06 9.5591e+06 748059 2.12966e+06 3.56212e+06 1.18234e+06 841709 3.42832e+06 1.06744e+06 539098 438065 223706 72317.5 threshold=2221.3567500000004 1827.1555000000001 2781.5828000000006 14.489570000000002 784.03650000000005 270.07350000000002 2871.8940000000007 2022.5000000000002 2971.7767500000004 1908.1960000000001 1413.4285000000002 1935.1350000000002 1146.4585000000004 436.01500000000004 26.254000000000001 1461.4925000000003 0 89.09950000000002 659.5150000000001 1522.8167500000002 11.555000000000001 1146.4585000000004 58.590262500000009 153.05580000000003 19.668459000000006 3600.16113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=2 10 8 4 7 -5 -7 -4 11 24 23 15 13 22 -15 19 18 -18 -17 21 -21 -1 -13 25 -10 -2 right_child=1 -3 3 5 -6 6 -8 -9 9 -11 -12 12 -14 14 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=-4.3520081117108741e-05 0.16302257294838246 -9.9765920109748851 4.5241272816834632 -6.2879351811795621 13.897748209714889 -3.1231490964614426 9.2294460437915937 -0.23781680151268286 0.36872215634300598 -6.0876535215831939 3.0693042278289795 -1.4772198838320645 3.4855632263422014 5.919673454284669 -3.2321550696236745 -1.0499788752386841 -0.27334343583211984 4.1362612819671636 -3.3818801992734273 1.1917284707317439 -1.0767792737860429 -0.46757471148953117 0.37497360760515386 -1.8292898651123048 -0.92351478704729606 -0.63680969715118407 leaf_weight=361655 26 20 27 37 20 39 27 27 21 21 20 55 32 25 21 79 218 20 30 223 95 489 22 25 37 20 leaf_count=361655 26 20 27 37 20 39 27 27 21 21 20 55 32 25 21 79 218 20 30 223 95 489 22 25 37 20 internal_value=0 -1.73311 2.92469e-05 1.62951 5.32007 -1.02196 1.93019 2.14316 -0.000765201 -1.95275 0.0786399 -0.000340346 0.765529 0.0578773 1.74166 -0.000667542 -0.46475 0.0932918 -1.54962 -0.000223256 0.51403 -0.000674824 -0.948022 -0.763801 -0.455636 -0.184731 internal_weight=0 111 363220 177 74 103 66 54 363043 79 91 362964 155 123 46 362809 347 238 109 362462 318 362144 77 71 58 46 internal_count=363331 111 363220 177 74 103 66 54 363043 79 91 362964 155 123 46 362809 347 238 109 362462 318 362144 77 71 58 46 cat_boundaries=0 4 cat_threshold=32768 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=652 num_leaves=22 num_cat=0 split_feature=17 2 1 3 4 6 26 8 5 10 7 16 14 3 5 6 4 5 18 12 7 split_gain=3.26685e+06 1.62481e+07 4.60846e+06 1.94541e+07 6.79892e+06 4.69695e+06 3.93729e+06 2.95085e+06 4.79312e+06 2.0751e+06 2.04059e+06 2.03308e+06 995142 925628 4.45468e+06 2.79176e+06 1.32365e+06 3.67075e+06 957281 532853 219254 threshold=2221.3567500000004 1827.1555000000001 2781.5828000000006 2725.8677800000005 14.450258500000002 698.40204000000006 2022.5000000000002 2971.7767500000004 1908.1960000000001 460.16525000000007 998.30500000000018 1927.9850000000004 3182.0603000000006 2725.8677800000005 842.25950000000023 22.332262500000002 1522.8167500000002 162.66100000000003 2222.2060000000006 150.96810000000002 19.668459000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 7 4 6 -6 -4 12 20 -7 -5 19 13 16 15 -15 18 -18 -1 -2 -9 right_child=1 -3 3 10 5 9 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 leaf_value=-0.00061660889018607062 -0.02923319215433938 -9.8768260086774831 4.3198324966108474 10.00736240386963 -5.0567117795077232 2.3175722575187683 -0.70250604890010981 0.36503495352608817 -6.0267770167759487 -2.2377506427764895 5.4900697975158685 2.4411947026619543 1.7361270509253848 -0.95640269070863726 -4.0482092273235324 3.2207388552029927 -0.39820974360631162 1.6355924061152407 -1.285431138667567 -1.8454410541852315 -0.91427965022422175 leaf_weight=362414 35 20 37 20 33 20 27 21 21 20 20 26 33 48 32 24 179 176 58 30 37 leaf_count=362414 35 20 37 20 33 20 27 21 21 20 20 26 33 48 32 24 179 176 58 30 37 internal_value=0 -1.71578 2.89541e-05 1.61322 -0.178167 -2.26404 2.20103 -0.000757549 -1.93323 0.0399108 7.74872 0.0778535 -0.000336943 -0.000494833 -0.943772 0.435978 -0.000224454 0.610098 -0.000822195 -0.867483 -0.45108 internal_weight=0 111 363220 177 137 73 64 363043 79 40 40 91 362964 362931 104 72 362827 355 362472 65 58 internal_count=363331 111 363220 177 137 73 64 363043 79 40 40 91 362964 362931 104 72 362827 355 362472 65 58 is_linear=0 shrinkage=0.01 Tree=653 num_leaves=25 num_cat=3 split_feature=17 2 2 5 3 12 3 8 7 11 5 7 7 8 24 10 2 25 25 3 5 10 7 14 split_gain=3.20184e+06 1.59248e+07 2.57389e+06 1.38155e+07 2.63998e+07 1.59147e+07 1.4211e+07 2.60232e+06 2.85621e+06 2.23263e+06 1.01818e+06 7.44213e+06 2.18764e+06 652809 496617 973578 728780 2.20443e+06 698267 585962 528529 426034 101195 81901.4 threshold=2221.3567500000004 1827.1555000000001 2682.0900000000006 26.307400000000005 138.47650000000002 1017.6685000000001 2725.8677800000005 2971.7767500000004 762.97500000000002 1413.4285000000002 2871.8940000000007 659.5150000000001 26.254000000000001 25.728847500000004 0 767.74042000000009 14.222000000000001 1 2 119.71400000000001 330.08250000000004 153.05580000000003 19.668459000000006 5.7767500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 9 2 2 2 2 2 left_child=2 9 7 4 -4 6 13 10 22 21 14 12 -12 -5 15 19 18 -18 -16 -1 -17 23 -9 -2 right_child=1 -3 3 5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 16 20 17 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.029068166156225594 0.18688778173464995 -9.7780577731132503 0.70188984504112828 0.67065430232456746 13.986545293898811 5.6874214843750002 -10.278385391235352 0.4230878410339356 -4.0060624947267423 3.0282942543029789 0.61524311740223958 5.5749340350811307 -3.2379642420229704 -1.6128633511450983 0.046630088657125167 -0.51831046792368096 0.84299250621831734 0.041117474403366931 -0.0062985635204088567 -0.30188653369916535 -2.2281691025043355 -1.8050099311828616 -0.57082038586338368 -0.66429497373104096 leaf_weight=29307 26 20 52 21 21 25 22 20 34 20 41 26 23 31 27391 48 337 29103 275859 809 29 25 21 20 leaf_count=29307 26 20 52 21 21 25 22 20 34 20 41 26 23 31 27391 48 337 29103 275859 809 29 25 21 20 internal_value=0 -1.69862 2.86646e-05 1.22303 4.5235 -1.21065 -3.54107 -0.000550754 -1.86309 0.0770749 -0.000165904 1.06333 -0.769503 -0.690674 -0.000429667 -0.0392551 0.00309499 0.0505969 -0.00151646 -0.0363968 -1.16228 -0.754254 -0.0859871 -0.183192 internal_weight=0 111 363220 172 73 99 74 363048 75 91 362973 90 64 52 362883 30193 332690 29440 303250 30116 77 71 41 46 internal_count=363331 111 363220 172 73 99 74 363048 75 91 362973 90 64 52 362883 30193 332690 29440 303250 30116 77 71 41 46 cat_boundaries=0 1 7 14 cat_threshold=128 8388608 0 0 278528 0 16384 1074790788 1090617396 2415923264 4194592 8555521 8546368 2 is_linear=0 shrinkage=0.01 Tree=654 num_leaves=19 num_cat=0 split_feature=17 2 4 13 2 5 0 16 8 5 3 14 19 19 0 0 12 5 split_gain=3.13813e+06 1.56079e+07 2.90684e+06 2.07197e+07 3.06753e+06 6.40449e+06 2.09214e+06 1.9772e+06 1.93515e+06 2.06671e+06 1.56729e+06 875319 922357 1.02139e+06 811692 727302 520184 130554 threshold=2221.3567500000004 1827.1555000000001 2693.9010000000007 312.11975000000007 193.49000000000004 2871.8940000000007 9.5972500000000007 1927.9850000000004 2971.7767500000004 1908.1960000000001 1493.1141200000004 3182.0603000000006 3260.8512500000006 1602.6720400000004 346.24075000000011 2778.6210000000005 150.96810000000002 17.696600000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 8 4 6 10 -4 16 11 17 -6 12 13 15 -15 -1 -2 -10 right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 leaf_value=6.402195431699653e-06 -0.027725473403930667 -9.6802772970199591 -0.1846864472457341 8.5403908541798597 -2.3593188066959381 2.3213883686065673 3.8697234272956851 2.4069402922116794 -0.12596979541437966 -4.3676094932556149 -6.0650472150530135 1.6283379862886487 2.0021163825366806 -0.53797132913882917 -2.7993778101603191 -0.78520562458846532 -1.822212507724762 -1.1201942787170409 leaf_weight=362730 35 20 35 32 25 24 20 26 28 20 21 33 23 65 21 118 30 25 leaf_count=362730 35 20 35 32 25 24 20 26 28 20 21 33 23 65 21 118 30 25 internal_value=0 -1.68164 2.86324e-05 1.36043 -0.477642 -1.86622 1.28964 0.0763042 -0.000559648 -1.62855 -4.05106 -0.000232247 -0.000380316 -0.000507219 -1.09018 -0.000248953 -0.85595 -0.594944 internal_weight=0 111 363220 157 125 70 55 91 363063 73 46 362990 362957 362934 86 362848 65 53 internal_count=363331 111 363220 157 125 70 55 91 363063 73 46 362990 362957 362934 86 362848 65 53 is_linear=0 shrinkage=0.01 Tree=655 num_leaves=24 num_cat=1 split_feature=3 8 2 7 1 14 1 16 13 25 3 3 6 8 16 13 8 4 8 6 4 4 7 split_gain=3.66568e+06 2.34242e+07 3.04641e+07 2.51154e+06 1.68508e+06 984734 1.1623e+06 1.10252e+07 7.27366e+06 3.31175e+06 9.38913e+06 6.5808e+06 2.87377e+06 1.07479e+06 881404 1.3422e+06 876793 892942 824745 3.04567e+06 776066 764253 172786 threshold=2725.8677800000005 2971.7767500000004 2682.0900000000006 826.12250000000006 962.58510000000012 3182.0603000000006 1892.2623000000001 1188.6000000000001 270.01250000000005 0 138.47650000000002 748.6165000000002 814.10926000000006 1017.6571000000002 3006.0949125000006 174.88700000000003 2971.7767500000004 974.87180000000001 1973.6620000000003 1324.2200000000003 785.57750000000021 128.12600000000003 138.43000000000004 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 21 6 14 8 9 10 -8 -11 -10 -7 16 -16 18 22 20 -20 -1 -2 -18 right_child=1 -3 -4 -5 -6 13 7 -9 12 11 -12 -13 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 leaf_value=-0.00033761769090402227 -0.0079388344915289639 5.9333853258405416 -12.554326536996026 -3.0419072112058987 2.4096294637159867 -0.28778980995479386 5.4460364063456659 7.6063720176333476 -6.5159716644287107 -1.6518906452513877 -0.26370465101053314 3.2045833656662386 -1.2194225529261997 -3.1067288371494839 0.2562399911880493 -3.3231309225559231 0.35733140563964844 -2.799431182904677 1.8472079350398138 -2.2936524743619175 0.26701798511930736 -2.4229871788024901 -0.91356421398079923 leaf_weight=361122 38 35 28 39 22 38 48 21 20 105 72 38 21 21 22 20 20 22 78 23 1089 20 23 leaf_count=361122 38 35 28 39 22 38 48 21 20 105 72 38 21 21 22 20 20 22 78 23 1089 20 23 internal_value=0 -1.41888 -3.16942 -0.96121 0.0531304 0.000667826 0.000877938 0.598631 0.114544 0.72528 1.86479 -0.337741 -3.80311 -1.29114 0.000341901 -1.44822 0.000509792 -1.16081 0.000718137 0.90424 0.000466196 -0.840714 -0.32245 internal_weight=0 182 147 119 80 362803 362744 325 304 263 120 143 41 59 362419 42 362377 65 362312 101 362211 58 43 internal_count=362985 182 147 119 80 362803 362744 325 304 263 120 143 41 59 362419 42 362377 65 362312 101 362211 58 43 cat_boundaries=0 7 cat_threshold=1081344 0 0 1073741824 0 0 128 is_linear=0 shrinkage=0.01 Tree=656 num_leaves=22 num_cat=0 split_feature=0 8 4 1 3 5 26 20 9 4 3 4 11 20 15 0 6 6 0 19 1 split_gain=4.64521e+06 9.96362e+06 2.73369e+07 1.08474e+07 3.25868e+07 5.76905e+06 5.13016e+06 1.88054e+06 2.41107e+06 1.51389e+07 3.77052e+06 9.93771e+06 2.55725e+06 2.44226e+06 1.94209e+06 1.67841e+06 1.24806e+06 879249 629425 1.93926e+06 497490 threshold=2778.6210000000005 1973.6620000000003 1888.1190000000004 48.966000000000001 7.9742500000000005 470.72165250000006 2022.5000000000002 2769.4572500000004 2854.0889000000006 1888.1190000000004 2725.8677800000005 1888.1190000000004 231.49199999999999 1925.7125000000003 459.48820000000006 474.29950500000001 235.02010000000004 104.02000000000002 4.4014000000000015 932.56500000000017 2781.5828000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 6 -5 -6 -2 8 10 15 13 12 17 18 -9 16 -10 -12 20 -20 -1 right_child=1 -3 -4 4 5 -7 -8 14 9 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 leaf_value=-0.004270751420969365 -6.8494917896815712 3.1938837581210668 -10.727737635988179 12.88737657928467 -4.9874339382251103 1.8464392475854783 -0.61710563240051275 -0.064820839437571443 -0.28109674222541581 8.8744882167469381 -0.6992612629351409 -7.8521682184392754 2.1462875492232185 2.681185988818898 -4.3704115749597552 1.7829312029751865 -3.3996068336850125 -3.210766261100769 0.038122395364010811 -1.3559414808988572 1.26260069015526 leaf_weight=315653 28 36 33 20 30 21 25 22 33 22 46 22 28 34 20 22 21 20 46718 100 31 leaf_count=315653 28 36 33 20 30 21 25 22 33 22 46 22 28 34 20 22 21 20 46718 100 31 internal_value=0 -1.55103 -2.63904 -0.486401 2.06901 -2.17349 -3.90969 0.000781609 0.00102659 1.56934 0.000602783 -1.80201 -0.386014 0.00117956 -2.1151 -0.545309 -1.49385 -1.46032 0.000928196 0.0351448 -0.00414635 internal_weight=0 193 157 124 71 51 53 362792 362750 98 362652 116 94 362536 42 76 54 66 362502 46818 315684 internal_count=362985 193 157 124 71 51 53 362792 362750 98 362652 116 94 362536 42 76 54 66 362502 46818 315684 is_linear=0 shrinkage=0.01 Tree=657 num_leaves=26 num_cat=2 split_feature=3 18 12 2 9 1 2 14 1 16 13 24 7 6 2 1 16 13 1 25 12 4 14 13 5 split_gain=3.50564e+06 1.96905e+07 1.04719e+07 1.93746e+07 6.78309e+06 3.34857e+06 1.65549e+06 956452 1.1165e+06 1.08218e+07 7.11131e+06 3.59265e+06 3.35865e+06 2.79408e+06 2.42625e+06 962743 859751 1.31303e+06 678835 2.58446e+06 3.20628e+07 1.60588e+06 774197 2.01605e+06 652497 threshold=2725.8677800000005 313.78700000000003 1324.2200000000003 2682.0900000000006 487.08190000000008 228.79050000000004 11.905750000000003 3182.0603000000006 1892.2623000000001 1188.6000000000001 270.01250000000005 0 142.08530000000005 814.10926000000006 967.39580000000012 22.341000000000005 3006.0949125000006 174.88700000000003 7.1627500000000017 1 94.941500000000019 2693.9010000000007 860.52100000000007 1063.1169900000002 1908.1960000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 8 16 10 11 14 -13 -12 -10 -9 18 -18 22 20 -20 -21 24 -24 -1 right_child=1 -3 -4 -5 -6 -7 -8 15 9 -11 13 12 -14 -15 -16 -17 17 -19 19 21 -22 -23 23 -25 -26 leaf_value=-0.0046116489034924409 -0.093704440307617196 7.051925186316172 3.9060719517299107 -10.353442509969074 -6.4896195988221601 2.2261495240529379 -3.7706340058644612 -0.25143132401837243 -1.6741246609580822 7.5295369665963312 -6.4415572700500494 2.8678458550511574 -0.36083558587978282 -1.2189534505208333 1.3806614222893347 -2.8706159259962001 0.25551384665749288 -3.2847492628097537 0.19216563274031098 0.028527956634810288 13.193189389228822 1.7081939426221346 0.28702213622326228 3.6025155711174013 -0.93745665553410851 leaf_weight=320822 25 24 21 33 22 33 24 36 78 21 20 98 48 21 39 23 22 20 368 40794 20 57 221 20 75 leaf_count=320822 25 24 21 33 22 33 24 36 78 21 20 98 48 21 39 23 22 20 368 40794 20 57 221 20 75 internal_value=0 -1.38756 -2.66951 -3.67745 -1.5591 -0.236279 -1.89465 0.000652989 0.000860061 0.58672 0.107117 0.710999 1.69057 -3.76657 -0.60422 -1.27247 0.00033469 -1.43033 0.000500506 0.0386944 0.840655 0.0308641 -0.00440417 0.562167 -0.00482967 internal_weight=0 182 158 137 104 82 49 362803 362744 325 304 263 146 41 117 59 362419 42 362377 41239 388 40851 321138 241 320897 internal_count=362985 182 158 137 104 82 49 362803 362744 325 304 263 146 41 117 59 362419 42 362377 41239 388 40851 321138 241 320897 cat_boundaries=0 1 2 cat_threshold=1233 8388608 is_linear=0 shrinkage=0.01 Tree=658 num_leaves=20 num_cat=0 split_feature=0 8 4 1 6 26 20 9 4 8 7 20 13 0 13 6 12 11 10 split_gain=4.52251e+06 9.74411e+06 2.66168e+07 1.06255e+07 9.85841e+06 5.02866e+06 1.85485e+06 2.36186e+06 1.47923e+07 2.68825e+06 8.56574e+06 2.50579e+06 2.02307e+06 1.64239e+06 1.51095e+06 1.21956e+06 796559 1.29511e+06 861087 threshold=2778.6210000000005 1973.6620000000003 1888.1190000000004 48.966000000000001 7.9582500000000005 2022.5000000000002 2769.4572500000004 2854.0889000000006 1888.1190000000004 2971.7767500000004 1538.3385000000001 1925.7125000000003 157.48500000000004 474.29950500000001 54.012000000000008 235.02010000000004 2107.0655000000002 1413.4285000000002 3056.7500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 5 -5 -2 7 9 13 11 14 16 -8 15 -11 -9 18 -18 -1 right_child=1 -3 -4 4 -6 -7 12 8 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 leaf_value=0.00082395555472184563 -6.7809426116943357 3.1619474050733776 -10.587816571611347 5.6188872685303561 -1.8403147634337931 -0.61051533775329592 -0.0080209936337037532 -0.2765404429580226 8.7742835235595713 -1.02612249371333 -7.317029542468843 2.7156431192510269 -4.40245864790678 1.7660606956481935 2.354551971137524 -3.3592390805199033 -1.4238098600405185 1.0454187062808447 1.2755517319013487 leaf_weight=362369 28 36 33 37 34 25 22 33 22 39 21 34 20 22 20 21 88 28 53 leaf_count=362369 28 36 33 37 34 25 22 33 22 39 21 34 20 22 20 21 88 28 53 internal_value=0 -1.53041 -2.60636 -0.482267 2.04688 -3.87036 0.000771503 0.00101481 1.55324 0.000595345 -1.83232 0.00099977 -2.10061 -0.537059 0.119869 -1.47537 0.000745182 -0.827789 0.00101037 internal_weight=0 193 157 124 71 53 362792 362750 98 362652 80 362572 42 76 59 54 362538 116 362422 internal_count=362985 193 157 124 71 53 362792 362750 98 362652 80 362572 42 76 59 54 362538 116 362422 is_linear=0 shrinkage=0.01 Tree=659 num_leaves=20 num_cat=0 split_feature=0 8 3 1 3 1 20 9 5 3 8 11 6 6 20 13 1 13 5 split_gain=4.43251e+06 9.5502e+06 2.4797e+07 7.51164e+06 3.50045e+07 3.51681e+06 1.81794e+06 2.31486e+06 1.20404e+07 3.63433e+06 9.31585e+06 4.26267e+06 4.40582e+06 2.96003e+06 2.33534e+06 1.98281e+06 858579 816305 720241 threshold=2778.6210000000005 1973.6620000000003 2725.8677800000005 48.966000000000001 7.9742500000000005 1461.4925000000003 2769.4572500000004 2854.0889000000006 1908.1960000000001 2725.8677800000005 1581.7937000000002 231.49199999999999 249.52500000000001 1136.6981000000003 1925.7125000000003 157.48500000000004 39.031250000000007 3214.9168000000004 1146.4585000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 -2 -5 -6 7 9 13 14 11 12 -11 16 17 -8 -9 18 -1 right_child=1 -3 -4 4 5 -7 15 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.001342396469439777 -3.4354873574631557 3.1303278986612959 -10.929700483453685 12.690803634643556 -0.64941779931386312 -5.9132738330147481 -0.0079407976974140513 -0.29953256130218509 7.2217130434954608 -0.019837936825222439 -7.9778987817764282 3.6320017886161806 -5.3288274262168196 -3.2303484966136793 2.6218428813709931 -4.3584339626431463 2.5058743543624877 1.4475836297793265 -0.33707007719126958 leaf_weight=361833 56 36 29 20 30 22 22 24 27 54 20 20 22 27 34 20 20 39 630 leaf_count=361833 56 36 29 20 30 22 22 24 27 54 20 20 22 27 34 20 20 39 630 internal_value=0 -1.51511 -2.5803 -0.688639 1.4478 -2.87643 0.000763789 0.00100466 1.53771 0.000589392 -1.76917 -0.475681 -1.55665 -0.623813 0.00115566 -2.0796 0.975652 0.000909857 0.000754199 internal_weight=0 193 157 128 72 52 362792 362750 98 362652 116 96 76 71 362536 42 44 362502 362463 internal_count=362985 193 157 128 72 52 362792 362750 98 362652 116 96 76 71 362536 42 44 362502 362463 is_linear=0 shrinkage=0.01 Tree=660 num_leaves=25 num_cat=1 split_feature=6 17 1 5 3 3 14 4 7 5 4 3 2 25 9 1 7 19 19 3 5 4 23 2 split_gain=5.22614e+06 5.05745e+06 4.3538e+06 1.7524e+07 1.81376e+07 7.36366e+06 3.90206e+06 6.28556e+06 3.48558e+06 917803 4.53308e+06 1.21862e+06 738369 4.87924e+06 3.46885e+07 4.75866e+06 1.75204e+06 1.53986e+06 2.67412e+06 912844 669448 635748 541074 321897 threshold=2976.3936000000008 315.37500000000006 2781.5828000000006 14.489570000000002 92.623500000000021 1890.7105500000002 595.43450000000018 1888.1190000000004 548.03450000000009 2871.8940000000007 974.87180000000001 209.58850000000004 14.222000000000001 0 207.31714000000002 354.74564000000004 2822.9627650000007 2343.4900000000002 1352.1000000000001 1890.7105500000002 1016.9325000000002 13.805000000000001 322.44000000000005 0.76250000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=2 6 9 4 -4 8 7 20 -5 12 11 -11 16 14 15 -14 19 18 -15 22 23 -21 -1 -2 right_child=1 -3 3 5 -6 -7 -8 -9 -10 10 -12 -13 13 17 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 leaf_value=-0.0040091395118492914 -0.53488355537255605 -6.2258071376966395 2.0344537320971487 -1.4639766068641955 13.108965962727865 -5.235767132043839 2.4060046157836914 -6.442297922770182 4.0136203579675582 -0.32157454895973203 -3.8422895638602119 2.7016070537567138 0.20114048395201425 0.029450730768020756 13.625087923322406 4.142206665096861 2.1722519695436633 -2.6137728343226696 2.5248731304878413 -0.54512316069182232 -1.8905298744548453 -2.6487643247246742 0.51115710944521586 1.182883667230606 leaf_weight=329657 24 23 50 26 21 32 25 24 21 40 35 20 428 32393 21 33 37 22 43 51 22 20 204 20 leaf_count=329657 24 23 50 26 21 32 25 24 21 40 35 20 428 32393 21 33 37 22 43 51 22 20 204 20 internal_value=0 -1.94514 0.00126278 1.70459 5.31001 -1.53572 -1.08901 -2.05985 0.98346 0.000558927 -0.982221 0.686153 0.000816193 0.0459615 1.03437 0.483256 -0.00369055 0.0309555 0.0327589 -0.00393457 -0.46623 -1.1377 -0.00369054 0.24592 internal_weight=0 138 363154 150 71 79 115 90 47 363004 95 60 362909 32940 482 461 329969 32458 32436 329932 66 71 329861 44 internal_count=363292 138 363154 150 71 79 115 90 47 363004 95 60 362909 32940 482 461 329969 32458 32436 329932 66 71 329861 44 cat_boundaries=0 6 cat_threshold=2155874304 0 0 262144 512 18432 is_linear=0 shrinkage=0.01 Tree=661 num_leaves=27 num_cat=0 split_feature=6 4 10 1 0 5 0 0 13 2 0 1 1 26 19 4 19 16 8 4 0 5 15 19 5 18 split_gain=5.12214e+06 4.39135e+06 5.73616e+06 4.26716e+06 1.77806e+07 4.90356e+06 2.59687e+06 3.59815e+06 1.2377e+06 1.47815e+06 977499 4.71707e+06 4.36237e+06 1.31748e+06 1.24461e+06 1.56453e+06 1.48593e+06 5.46481e+06 861063 1.38566e+06 880301 802205 314853 197992 118996 933.891 threshold=2976.3936000000008 1888.1190000000004 1935.1350000000002 2781.5828000000006 2778.6210000000005 1908.1960000000001 53.860000000000007 1519.5755740000002 676.19050000000004 323.96475000000004 2778.6210000000005 172.78275000000005 962.58510000000012 2022.5000000000002 1916.2125000000003 480.67500000000001 1352.1000000000001 529.14120000000014 2971.7767500000004 1292.0010000000002 635.46050000000014 42.227750000000007 434.53164150000009 1602.6720400000004 54.830500000000008 57.425000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 8 -3 10 5 6 -5 21 9 24 14 13 -13 -12 16 22 18 23 20 -20 -1 -8 25 -18 -2 -16 right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 11 12 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 leaf_value=-2.4969021741055544e-05 -0.69427369501279745 -8.1436707210540771 -0.92238842357288708 1.3820227910490599 9.2064054283728964 4.1702006459236145 -5.0619262651963668 1.1727359522943912 -2.664928358395894 1.8005003243905526 -4.1677977785382954 4.1457913369398849 -1.1700619745254517 -1.1257989666859309 -0.0033326634883880614 -3.6363929862976074 0.26537435073852539 5.871011400699615 -0.2182798363685608 -3.3326997652053834 0.21932046793812462 -2.3294525783473539 -1.3285271885659962 -1.020239981568378 -1.7489565000534057 0.088346230506896967 leaf_weight=360812 23 22 22 34 26 24 22 23 24 27 35 26 38 24 25 20 25 20 50 20 1839 21 27 23 20 20 leaf_count=360812 23 22 22 34 26 24 22 23 24 27 35 26 38 24 25 20 25 20 50 20 1839 21 27 23 20 20 internal_value=0 -1.92569 -4.53303 0.00125015 1.68755 0.111013 -0.863192 -2.01982 -0.705236 -0.0333417 0.000553338 -0.890763 0.989503 -2.93037 0.000855453 -1.16211 0.00115037 1.47925 0.00087327 -1.10811 0.00108733 -3.72746 -0.474814 -0.350649 -1.18482 0.0374135 internal_weight=0 138 44 363154 150 124 100 66 94 70 363004 123 64 59 362881 92 362789 68 362721 70 362651 43 72 48 43 45 internal_count=363292 138 44 363154 150 124 100 66 94 70 363004 123 64 59 362881 92 362789 68 362721 70 362651 43 72 48 43 45 is_linear=0 shrinkage=0.01 Tree=662 num_leaves=27 num_cat=2 split_feature=6 4 10 1 0 5 0 0 13 2 0 1 1 26 0 5 4 25 4 1 5 12 5 25 11 5 split_gain=5.02021e+06 4.30397e+06 5.62201e+06 4.18225e+06 1.74268e+07 4.80598e+06 2.5452e+06 3.52655e+06 1.21307e+06 1.44873e+06 958047 4.6232e+06 4.27556e+06 1.29127e+06 809726 2.59099e+06 2.74963e+06 1.56798e+06 2.53616e+06 2.04987e+06 786241 690457 630173 523056 506454 116628 threshold=2976.3936000000008 1888.1190000000004 1935.1350000000002 2781.5828000000006 2778.6210000000005 1908.1960000000001 53.860000000000007 1519.5755740000002 676.19050000000004 323.96475000000004 2778.6210000000005 172.78275000000005 962.58510000000012 2022.5000000000002 3.3935000000000004 2871.8940000000007 974.87180000000001 0 2693.9010000000007 1098.6214000000002 42.227750000000007 2107.0655000000002 2871.8940000000007 1 474.67500000000013 54.830500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 left_child=3 8 -3 10 5 6 -5 20 9 25 14 13 -13 -12 21 17 -17 19 -19 -16 -8 22 23 -1 -23 -2 right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 11 12 -14 -15 15 16 -18 18 -20 -21 -22 24 -24 -25 -26 -27 leaf_value=0.039125096210492594 -0.68733095791028886 -8.0622340982610528 -0.91316472140225502 1.3682026388364679 9.1143413837139438 4.128498822053273 -5.0113068871064623 1.1610086125912873 -2.6382791201273603 1.7824954280146847 -4.1261199046543666 4.1043335852256186 -1.1583612846073352 -1.114540920952956 0.11862626905629249 0.20449131488800049 -4.4893673764742337 0.0056844538347366625 3.4020169808647847 0.98405174379729266 -2.3061581112089615 -0.29150886284677607 1.3369473293849401 -0.0087271888444483692 -2.0827450408758943 -1.7314669466018677 leaf_weight=24789 23 22 22 34 26 24 22 23 24 27 35 26 38 24 12154 24 26 35936 22 280 21 38 35 289550 27 20 leaf_count=24789 23 22 22 34 26 24 22 23 24 27 35 26 38 24 12154 24 26 35936 22 280 21 38 35 289550 27 20 internal_value=0 -1.90644 -4.4877 0.00123765 1.67067 0.109903 -0.85456 -1.99962 -0.698184 -0.0330082 0.000547805 -0.881856 0.979609 -2.90107 0.000846899 0.0389047 -2.23632 0.0412556 0.00776026 0.138004 -3.69019 -0.00501623 -0.00480316 -0.00495256 -1.03556 -1.17298 internal_weight=0 138 44 363154 150 124 100 66 94 70 363004 123 64 59 362881 48442 50 48392 35958 12434 43 314439 314374 314339 65 43 internal_count=363292 138 44 363154 150 124 100 66 94 70 363004 123 64 59 362881 48442 50 48392 35958 12434 43 314439 314374 314339 65 43 cat_boundaries=0 6 13 cat_threshold=142658048 134479936 68157776 37847040 8405633 4212802 2147483776 1074888704 1050240 4473393 536910848 343992512 2 is_linear=0 shrinkage=0.01 Tree=663 num_leaves=27 num_cat=0 split_feature=6 17 1 0 8 14 4 26 0 0 1 1 26 19 4 19 16 8 8 7 0 9 15 2 19 20 split_gain=4.92031e+06 4.92974e+06 4.09902e+06 1.708e+07 4.68873e+06 3.84709e+06 5.9326e+06 1.69643e+06 1.03718e+06 938982 4.5312e+06 4.19048e+06 1.26557e+06 1.21921e+06 1.53647e+06 1.45417e+06 5.35038e+06 848577 837932 1.63936e+06 854748 402146 307876 288973 194035 19496.5 threshold=2976.3936000000008 315.37500000000006 2781.5828000000006 2778.6210000000005 1017.6571000000002 595.43450000000018 1888.1190000000004 2022.5000000000002 1117.6621800000003 2778.6210000000005 172.78275000000005 962.58510000000012 2022.5000000000002 1916.2125000000003 480.67500000000001 1352.1000000000001 529.14120000000014 912.87025000000017 2971.7767500000004 762.97500000000002 635.46050000000014 28.695750000000004 434.53164150000009 9.5840000000000014 1602.6720400000004 15.051500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 9 4 7 6 17 8 -4 13 12 -12 -11 15 22 18 24 23 20 -20 -1 -9 25 -2 -17 -15 right_child=1 -3 3 -5 -6 -7 -8 21 -10 10 11 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 leaf_value=-2.8665480623759556e-05 -0.51571340007781985 -6.1136447541610055 1.4085980322866729 9.0231982656625593 3.8840323774631207 2.4281963088989258 -6.2637173525492349 -3.1661818285942078 -1.4773834271430968 -4.0848587384905137 4.0632900197689352 -1.1467776481728806 -1.1033955657482148 -0.14874250245094298 -3.6021916341781619 0.2625478401184082 5.8088867728710172 1.2019915190197172 0.23218134582042693 -2.8602219168345138 0.21610988467161979 -1.2637328569293023 -1.3132920119497511 -2.1284007501602171 -1.0101555880256321 0.27014707899093632 leaf_weight=360812 25 23 33 26 26 25 24 25 20 35 26 38 24 25 20 25 20 21 40 30 1839 20 27 20 23 20 leaf_count=360812 25 23 33 26 26 25 24 25 20 35 26 38 24 25 20 25 20 21 40 30 1839 20 27 20 23 20 internal_value=0 -1.88737 0.00122528 1.65397 0.108804 -1.04212 -2.00609 -0.892787 0.319548 0.000542335 -0.873037 0.969812 -2.87206 0.000838438 -1.1502 0.00113033 1.46335 -0.457864 0.000856206 -1.09313 0.00106737 -2.32065 -0.46909 -1.23246 -0.347289 0.0374306 internal_weight=0 138 363154 150 124 115 90 98 53 363004 123 64 59 362881 92 362789 68 66 362721 70 362651 45 72 45 48 45 internal_count=363292 138 363154 150 124 115 90 98 53 363004 123 64 59 362881 92 362789 68 66 362721 70 362651 45 72 45 48 45 is_linear=0 shrinkage=0.01 Tree=664 num_leaves=23 num_cat=0 split_feature=9 19 3 1 5 3 7 16 7 19 5 19 21 8 7 8 26 11 4 19 11 14 split_gain=4.05525e+06 6.3697e+06 1.64996e+07 2.79879e+06 1.83989e+07 1.81668e+07 5.64962e+06 1.56488e+07 1.68232e+06 866649 1.9121e+06 1.73443e+06 5.50215e+06 718186 1.21951e+06 845549 1.56107e+06 647015 405914 381583 293017 193588 threshold=2854.0889000000006 117.02600000000001 2725.8677800000005 2781.5828000000006 14.489570000000002 92.623500000000021 270.07350000000002 85.19850000000001 712.24900000000014 1916.2125000000003 194.43750000000003 1352.1000000000001 187.20800000000003 2971.7767500000004 659.5150000000001 1973.6620000000003 2022.5000000000002 231.49199999999999 559.40605000000016 1602.6720400000004 7.2825000000000015 20.392000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 8 9 5 -5 -6 -8 20 11 21 13 19 15 -15 17 -17 -1 -12 -13 -2 -11 right_child=1 -3 -4 4 6 -7 7 -9 -10 10 18 12 -14 14 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=-0.00089613691638162863 1.7678462633879288 3.2563146064394992 -9.0585186462402341 1.7970612523828944 -4.7620769735177353 12.948560602097285 5.0011963208317756 -6.4183803834915159 -1.9785632829105155 0.67670781559414339 -1.6131899026632308 0.72027203103770376 6.0061395177841188 0.30331354035271541 -2.2995793517430623 2.6223259092058453 0.035765370777675089 0.13337561693734137 -3.6279208507537839 -1.047971458893556 0.11283120822906494 -0.53142828816459298 leaf_weight=359041 23 21 30 48 36 21 30 20 34 36 20 23 20 36 36 35 70 3625 20 26 20 21 leaf_count=359041 23 21 30 48 36 21 30 20 34 36 20 23 20 36 36 35 70 3625 20 26 20 21 internal_value=0 -1.77912 -2.76738 0.00113004 1.34459 5.191 -1.74147 0.433366 -0.316287 0.000556397 -0.944544 0.000809006 1.58611 0.000507537 -0.998133 0.000705739 0.897952 0.000445966 -2.62056 -0.21798 0.998072 0.231605 internal_weight=0 128 107 363164 155 69 86 50 77 363009 97 362912 69 362843 72 362771 105 362666 40 49 43 57 internal_count=363292 128 107 363164 155 69 86 50 77 363009 97 362912 69 362843 72 362771 105 362666 40 49 43 57 is_linear=0 shrinkage=0.01 Tree=665 num_leaves=23 num_cat=0 split_feature=18 13 8 6 4 2 7 0 0 2 26 11 4 5 3 8 8 2 8 0 14 11 split_gain=3.68113e+06 1.14759e+07 5.09421e+06 3.67321e+07 7.21323e+06 2.2296e+07 3.54813e+06 3.10935e+06 1.80913e+06 9.38599e+06 1.16406e+07 3.64579e+06 2.43333e+06 1.91318e+06 6.89597e+06 1.01717e+07 1.20547e+06 1.19443e+06 824637 2.60867e+06 884843 433067 threshold=3273.8635600000002 776.13908000000004 2971.7767500000004 2976.3936000000008 2693.9010000000007 1827.1555000000001 1131.6606400000003 174.79296150000002 2778.6210000000005 72.651050000000012 2022.5000000000002 219.41800000000003 26.256000000000004 1908.1960000000001 1282.3492500000004 522.29990000000009 761.67400000000009 1468.575 1017.6571000000002 1519.5755740000002 1619.4627500000004 200.857 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 6 8 7 21 -6 13 10 -10 12 -11 18 17 -16 -9 -15 20 -20 -1 -4 right_child=1 -3 3 -5 5 -7 -8 16 9 11 -12 -13 -14 14 15 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.0014124738179680564 1.4445333886146545 -8.1333135873621174 -0.13759370457042347 12.802161135864258 2.1974883076777827 -9.756499279391381 -3.6930075657752255 -3.0603454247804791 7.7258387205335826 -0.28605928503948713 -0.96026397744814562 1.8711234494814506 -4.6415706279360016 0.25740699909573839 8.8890302181243896 0.088056457782613826 -0.015212051685039814 -2.2502893994071265 0.22277933320380691 3.3026768559422988 -0.83626080175084394 1.7272546558380129 leaf_weight=361668 29 22 33 25 39 31 31 26 36 23 27 26 29 139 24 29 26 22 532 29 127 20 leaf_count=361668 29 22 33 25 39 31 31 26 36 23 27 26 29 139 24 29 26 22 532 29 127 20 internal_value=0 -2.68709 -0.000281211 2.16124 -0.000930562 -2.43208 -1.0057 0.06305 -0.00011283 1.13239 4.00322 -1.18636 -2.71509 -0.00055325 0.94469 4.0734 -1.53778 -0.0852596 -0.00111149 0.38199 -0.00170553 0.566123 internal_weight=0 51 362942 109 362833 122 84 91 362711 141 63 78 52 362570 214 53 52 161 362356 561 361795 53 internal_count=362993 51 362942 109 362833 122 84 91 362711 141 63 78 52 362570 214 53 52 161 362356 561 361795 53 is_linear=0 shrinkage=0.01 Tree=666 num_leaves=21 num_cat=0 split_feature=18 16 8 6 4 2 7 0 0 2 11 1 5 16 7 8 8 0 16 11 split_gain=3.60788e+06 1.07394e+07 4.99283e+06 3.60011e+07 7.06969e+06 2.18523e+07 3.47753e+06 3.04748e+06 1.77312e+06 9.19921e+06 3.57324e+06 3.92433e+06 1.87511e+06 7.38134e+06 2.98262e+06 1.18148e+06 808227 2.55676e+06 938529 424449 threshold=3273.8635600000002 1356.4225000000004 2971.7767500000004 2976.3936000000008 2693.9010000000007 1827.1555000000001 1131.6606400000003 174.79296150000002 2778.6210000000005 72.651050000000012 219.41800000000003 962.58510000000012 1908.1960000000001 1188.6000000000001 576.56500000000017 761.67400000000009 1017.6571000000002 1519.5755740000002 1927.9850000000004 200.857 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 6 8 7 19 -6 12 -10 11 -11 16 14 -14 -9 18 -18 -1 -4 right_child=1 -3 3 -5 5 -7 -8 15 9 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 leaf_value=-0.0014430301086001023 1.4987834634418999 -7.7233457557014802 -0.13621777202143814 12.674139639282227 2.1755132362093681 -9.6589342917165446 -3.6560774649343184 -3.0297419614058279 3.9631908335241062 0.16696993560791015 1.8524121968562788 -5.331381795671251 -0.50226408917512466 6.5655210881006161 2.1960912379309914 -0.015059974376971905 0.22055153913291772 3.2696500219147784 -1.0585880590620496 1.7099820518493654 leaf_weight=361711 28 23 33 25 39 31 31 26 63 25 26 27 134 21 59 26 532 29 84 20 leaf_count=361711 28 23 33 25 39 31 31 26 63 25 26 27 134 21 59 26 532 29 84 20 internal_value=0 -2.66022 -0.000278399 2.13963 -0.000921256 -2.40776 -0.995642 0.0624194 -0.000111702 1.12107 -1.17449 -2.68794 -0.000547718 0.935243 0.322622 -1.5224 -0.00110038 0.37817 -0.00168847 0.560461 internal_weight=0 51 362942 109 362833 122 84 91 362711 141 78 52 362570 214 193 52 362356 561 361795 53 internal_count=362993 51 362942 109 362833 122 84 91 362711 141 78 52 362570 214 193 52 362356 561 361795 53 is_linear=0 shrinkage=0.01 Tree=667 num_leaves=21 num_cat=0 split_feature=18 13 9 7 3 6 0 5 0 0 3 7 26 11 5 12 15 18 10 11 split_gain=3.53608e+06 1.10546e+07 4.5218e+06 3.52307e+07 3.39225e+06 1.40315e+07 5.74452e+06 9.749e+06 3.40846e+06 1.58479e+06 8.21592e+06 5.802e+06 5.06614e+06 1.23102e+06 7.4298e+06 1.22747e+06 668225 929488 616813 599345 threshold=3273.8635600000002 776.13908000000004 2854.0889000000006 2822.9627650000007 2725.8677800000005 1937.6795000000002 2778.6210000000005 923.46450000000016 5.882454000000001 2778.6210000000005 297.12438000000003 762.97500000000002 2022.5000000000002 3182.0603000000006 772.27550000000008 556.80950000000018 2869.3449000000005 1530.3410000000001 23.837500000000002 44.858000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 15 9 6 7 8 -6 13 12 -12 -11 16 -15 19 17 -1 -14 -4 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 11 -13 18 14 -16 -17 -18 -19 -20 -21 leaf_value=-0.00082792734089186877 1.4214603156416581 -7.9789390520616008 -0.99626847147941588 12.744136075973511 1.9813486576080324 -8.1866585973592905 -4.7898389501571659 7.0741575913202199 -2.7432196293650448 4.9627814655677946 -5.860477523803711 0.76841334419865759 -0.95543946811131064 -1.233125575946437 6.3686719346046452 0.57820289843010186 1.3613868266344071 -0.95091856103498962 1.4983877515792847 -3.1403882798281582 leaf_weight=362360 29 22 32 24 26 26 20 21 37 51 23 31 21 36 20 33 36 103 20 22 leaf_count=362360 29 22 32 24 26 26 20 21 37 51 23 31 21 36 20 33 36 103 20 22 internal_value=0 -2.63361 -0.000275615 2.01776 -0.000892986 -1.61597 0.0266968 1.17349 -0.793398 -0.000314105 1.04134 -2.055 2.85875 -0.000733576 1.4818 -0.941246 -0.000962602 -0.00109791 0.241549 -1.8698 internal_weight=0 51 362942 111 362831 130 104 84 63 362701 146 54 92 362555 56 87 362499 362463 41 54 internal_count=362993 51 362942 111 362831 130 104 84 63 362701 146 54 92 362555 56 87 362499 362463 41 54 is_linear=0 shrinkage=0.01 Tree=668 num_leaves=22 num_cat=0 split_feature=18 13 8 6 4 2 0 2 0 2 26 11 4 5 16 11 8 8 0 16 0 split_gain=3.46572e+06 1.08346e+07 4.83939e+06 3.51475e+07 6.90666e+06 2.13384e+07 2.98315e+06 2.3148e+06 1.71422e+06 8.90267e+06 1.12757e+07 3.49976e+06 2.33388e+06 1.8258e+06 7.18152e+06 2.80411e+06 1.14637e+06 791021 2.49185e+06 922036 244125 threshold=3273.8635600000002 776.13908000000004 2971.7767500000004 2976.3936000000008 2693.9010000000007 1827.1555000000001 174.79296150000002 784.03650000000005 2778.6210000000005 72.651050000000012 2022.5000000000002 219.41800000000003 26.256000000000004 1908.1960000000001 1188.6000000000001 182.83984000000004 1017.6571000000002 1017.6571000000002 1519.5755740000002 1927.9850000000004 26.246250000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 7 8 6 -6 20 13 10 -10 12 -11 17 15 -15 -8 19 -19 -1 -4 right_child=1 -3 3 -5 5 -7 16 -9 9 11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 leaf_value=-0.0014181768267888895 1.4072457398628369 -7.8991497125408863 -0.23082452863454819 12.51536301574707 2.151803770462672 -9.5452403849940151 -2.8291623115539553 -3.1075194279849532 7.5620295757717555 -0.27489584052044413 -0.98683222673557425 1.8396565347451432 -4.5404715439368939 1.1577057531796968 6.4764148533628099 -1.4128942293212527 0.16036103787629499 0.21852719142024679 3.228670569452746 -1.0492337206289881 1.1775492758750916 leaf_weight=361711 29 22 32 25 39 31 29 32 36 23 27 26 29 130 21 63 23 532 29 84 20 leaf_count=361711 29 22 32 25 39 31 29 32 36 23 27 26 29 130 21 63 23 532 29 84 20 internal_value=0 -2.60728 -0.000272859 2.1065 -0.000905761 -2.37983 0.0611313 -0.991381 -0.000105595 1.10229 3.89823 -1.15596 -2.65377 -0.000534307 0.92287 0.318598 -1.50687 -0.00107965 0.374132 -0.00166145 0.310858 internal_weight=0 51 362942 109 362833 122 91 84 362711 141 63 78 52 362570 214 193 52 362356 561 361795 52 internal_count=362993 51 362942 109 362833 122 91 84 362711 141 63 78 52 362570 214 193 52 362356 561 361795 52 is_linear=0 shrinkage=0.01 Tree=669 num_leaves=22 num_cat=0 split_feature=18 13 8 6 4 2 7 0 0 2 26 1 5 5 16 7 8 8 0 16 11 split_gain=3.39675e+06 1.0619e+07 4.74309e+06 3.4448e+07 6.76921e+06 2.09138e+07 3.41838e+06 2.92378e+06 1.6801e+06 8.7255e+06 1.10513e+07 3.46429e+06 3.18612e+06 1.78947e+06 7.03861e+06 2.92874e+06 1.12356e+06 775279 2.44226e+06 903688 419213 threshold=3273.8635600000002 776.13908000000004 2971.7767500000004 2976.3936000000008 2693.9010000000007 1827.1555000000001 1131.6606400000003 174.79296150000002 2778.6210000000005 72.651050000000012 2022.5000000000002 1892.2623000000001 330.08250000000004 1908.1960000000001 1188.6000000000001 576.56500000000017 1017.6571000000002 1017.6571000000002 1519.5755740000002 1927.9850000000004 200.857 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 6 8 7 20 -6 13 10 -10 12 -11 17 15 -15 -9 19 -19 -1 -4 right_child=1 -3 3 -5 5 -7 -8 16 9 11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 leaf_value=-0.0014039951669041918 1.3931732402998824 -7.8201582834937362 -0.1310219318938978 12.390209988403322 2.1302858974994758 -9.4497877846994704 -3.6191826365070963 -2.8008707276706035 7.4864093610975475 -1.9274803258632793 -0.97696389118830373 -4.2129169935226445 2.998179054260254 -0.50198874555416961 6.4116508113770259 2.1718815047862168 0.15875743534253992 0.21634190215652152 3.1963838024797111 -1.0387413884705443 1.7037560501098634 leaf_weight=361711 29 22 33 25 39 31 31 29 36 29 27 25 24 134 21 59 23 532 29 84 20 leaf_count=361711 29 22 33 25 39 31 31 29 36 29 27 25 24 134 21 59 23 532 29 84 20 internal_value=0 -2.58121 -0.00027013 2.08543 -0.000896703 -2.35603 -0.981467 0.06052 -0.000104539 1.09127 3.85925 -1.1444 0.303007 -0.000528964 0.913641 0.315412 -1.4918 -0.00106885 0.37039 -0.00164484 0.561347 internal_weight=0 51 362942 109 362833 122 84 91 362711 141 63 78 53 362570 214 193 52 362356 561 361795 53 internal_count=362993 51 362942 109 362833 122 84 91 362711 141 63 78 53 362570 214 193 52 362356 561 361795 53 is_linear=0 shrinkage=0.01 Tree=670 num_leaves=24 num_cat=1 split_feature=8 3 3 7 9 1 12 7 1 3 19 9 21 7 5 0 24 5 10 3 0 8 1 split_gain=7.01175e+06 1.36012e+07 3.56726e+06 2.39833e+07 8.49758e+07 1.31414e+07 3.56074e+06 1.57072e+06 1.56462e+06 908389 905410 1.2379e+06 1.64069e+06 1.65158e+06 1.79969e+06 1.0902e+06 1.16272e+07 5.71791e+06 4.81523e+06 1.08608e+06 3.47605e+06 816746 779831 threshold=2971.7767500000004 2725.8677800000005 2725.8677800000005 112.55400000000002 31.383000000000006 1892.2623000000001 1017.6685000000001 1131.6606400000003 112.13877900000001 171.89580000000004 3260.8512500000006 1329.0550000000001 165.55100000000002 1131.6606400000003 1312.9050000000002 1884.2950000000003 0 772.27550000000008 9.9532500000000024 1282.3492500000004 747.41500000000008 1973.6620000000003 442.05400000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=2 7 10 5 -5 8 -6 9 -4 -2 11 15 13 14 -13 19 18 -18 -17 21 -21 -1 -15 right_child=1 -3 3 4 6 -7 -8 -9 -10 -11 -12 12 -14 22 -16 16 17 -19 -20 20 -22 -23 -24 leaf_value=-0.0001856816783572574 -0.26175576448440552 -7.7638385952220244 -0.72855514074626726 23.218374909400943 -4.8794434428215032 -8.6139559242942116 0.95055874477733271 -1.9550498596397605 2.7269531555175779 2.4098240476846695 1.563711978036004 -0.30041065685509238 -2.9400111145443386 -0.29645865058260307 2.2884064165751137 4.1698497926152269 -2.5405638534682136 1.5964433993125449 -1.2440274720191955 -0.058864405158895572 -2.4004323997980435 0.99794134640112164 -2.3595848678642848 leaf_weight=361655 35 34 38 20 20 22 22 37 20 20 37 256 27 28 30 92 105 49 20 321 79 82 53 leaf_count=361655 35 34 38 20 20 22 22 37 20 20 37 256 27 28 30 92 105 49 20 321 79 82 53 internal_value=0 -2.3593 0.000105418 1.58477 6.25308 -2.03316 -1.82563 -0.361976 0.462999 0.709728 -0.000514764 -0.000674292 -0.560894 -0.385863 -0.0288564 -6.52285e-05 0.639895 -1.14959 2.94054 -0.000535298 -0.521324 4.05778e-05 -1.64641 internal_weight=0 126 362976 142 62 80 42 92 58 55 362834 362797 394 367 286 362403 266 154 112 362137 400 361737 81 internal_count=363102 126 362976 142 62 80 42 92 58 55 362834 362797 394 367 286 362403 266 154 112 362137 400 361737 81 cat_boundaries=0 1 cat_threshold=30 is_linear=0 shrinkage=0.01 Tree=671 num_leaves=27 num_cat=1 split_feature=8 3 3 13 0 5 5 2 11 5 3 20 24 4 5 0 2 26 26 3 3 4 11 9 9 10 split_gain=6.87222e+06 1.33306e+07 3.49627e+06 1.74175e+07 8.78196e+06 2.67234e+06 2.45255e+06 2.05421e+06 1.14734e+06 5.169e+06 1.3974e+06 3.74482e+06 2.5792e+06 2.34306e+06 2.11456e+06 1.40652e+06 5.53239e+06 4.09958e+06 2.73888e+06 594864 2.06339e+06 620035 530016 484252 443115 546757 threshold=2971.7767500000004 2725.8677800000005 2725.8677800000005 312.11975000000007 2778.6210000000005 1016.9325000000002 7.2786000000000008 141.77045000000001 3182.0603000000006 923.46450000000016 1282.3492500000004 484.06875000000002 0 229.44145 1312.9050000000002 2778.6210000000005 137.75200000000004 2022.5000000000002 2022.5000000000002 14.222000000000001 14.733500000000003 1888.1190000000004 1670.1750000000002 54.241760000000006 1022.5259020000002 45.420750000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 22 8 4 5 6 7 -4 10 23 15 12 14 -14 -12 19 17 -17 -18 21 -21 -1 24 -10 25 -2 right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 11 -13 13 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=-0.0040660140570057202 0.49088339984416962 -7.6861999511718748 -0.56437142753601077 8.4822758247934544 -5.8750725954229175 4.2941251064482193 -2.0656712991850719 3.8637585796009408 0.3472455541789532 5.3997495533171147 -0.65729225810674519 -4.0215570775393781 -0.57208423770557748 1.4737316394009088 -3.2648614749392948 5.1229346506219153 -3.8447127119700117 -0.091153643608093277 1.1004179009937105 0.7560322904149841 0.032226783736371181 -0.86332377648069758 -1.7122621328180487 -1.8027332205772399 1.3251525707244871 -1.6157643576101826 leaf_weight=331140 28 34 20 29 22 21 28 22 22 21 195 29 110 114 37 38 24 25 21 399 30555 84 22 20 20 22 leaf_count=331140 28 34 20 29 22 21 28 22 22 21 195 29 110 114 37 38 24 25 21 399 30555 84 22 20 20 22 internal_value=0 -2.33571 0.000104364 1.56893 -0.205297 1.16542 0.226807 1.75513 -0.000509616 1.34888 -0.000743955 -0.537156 -0.315561 0.449043 -1.02881 -2.58483e-05 1.141 3.05385 -1.53699 -0.000366099 0.0415567 -0.00428393 -0.358356 -0.676554 0.0671567 -0.436042 internal_weight=0 126 362976 142 113 91 70 42 362834 63 362771 485 456 224 232 362286 108 63 45 362178 30954 331224 92 42 70 50 internal_count=363102 126 362976 142 113 91 70 42 362834 63 362771 485 456 224 232 362286 108 63 45 362178 30954 331224 92 42 70 50 cat_boundaries=0 1 cat_threshold=1689 is_linear=0 shrinkage=0.01 Tree=672 num_leaves=23 num_cat=0 split_feature=8 7 12 0 7 10 2 2 9 11 6 5 2 5 0 7 6 15 1 5 8 7 split_gain=6.73546e+06 9.75058e+06 2.35504e+07 3.34711e+06 1.66596e+07 5.63199e+07 2.36928e+07 4.30199e+06 1.18494e+06 1.69014e+06 7.77184e+06 1.11435e+06 1.03911e+06 2.83077e+06 1.96545e+06 1.0182e+06 2.64613e+06 1.06432e+06 887836 612637 356614 269332 threshold=2971.7767500000004 1538.3385000000001 1132.9885000000002 2778.6210000000005 149.17670000000001 148.74825000000001 2682.0900000000006 27.046500000000005 2854.0889000000006 3182.0603000000006 229.00250000000003 670.57570000000021 2682.0900000000006 1146.4585000000004 688.40820000000008 2822.9627650000007 1136.6981000000003 1305.4625000000003 270.00500000000005 15.652200000000002 1350.3896175000002 22.5945 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 18 -3 8 6 -6 7 -5 9 12 -11 19 15 14 -14 17 -17 -1 21 -10 -13 -2 right_child=1 2 -4 4 5 -7 -8 -9 11 10 -12 20 13 -15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=-2.4099889479580628e-05 0.32047321817149288 -12.154845863624855 0.52657811403274535 3.1190508988120338 19.320649341583252 -1.5075954473340836 -10.415050186883837 -1.448018326036858 -1.216403298811479 -1.1409042070718374 6.715148534536362 -1.4528335914611816 -0.93261867689049771 -3.5903122075398763 2.3400391174316404 -0.06710756963613082 4.17563570022583 -0.67755834711137508 2.0627827813625337 1.2018391704559326 -3.341255790710449 -1.1938669336835543 leaf_weight=362248 23 27 32 55 20 37 21 33 22 34 20 20 69 30 25 49 21 232 20 20 20 24 leaf_count=362248 23 27 32 55 20 37 21 33 22 34 20 20 69 30 25 49 21 232 20 20 20 24 internal_value=0 -2.31235 -5.27679 0.00010332 1.41975 5.80056 -0.871127 1.4064 -0.000546226 -0.000274504 1.76874 -1.20251 -0.000537901 -0.915799 -0.062231 -0.000224862 1.20572 -0.000457746 0.298115 -0.0648593 -2.39704 -0.452807 internal_weight=0 126 59 362976 166 57 109 88 362810 362728 54 82 362674 124 94 362550 70 362480 67 42 40 47 internal_count=363102 126 59 362976 166 57 109 88 362810 362728 54 82 362674 124 94 362550 70 362480 67 42 40 47 is_linear=0 shrinkage=0.01 Tree=673 num_leaves=23 num_cat=1 split_feature=8 3 3 7 9 4 5 7 19 2 5 0 13 2 0 3 24 0 0 2 10 4 split_gain=6.60142e+06 1.295e+07 3.42965e+06 2.31495e+07 8.31875e+07 9.80145e+06 9.51351e+06 1.48885e+06 886591 1.54722e+06 2.9739e+06 1.31182e+06 6.48171e+06 3.15315e+06 1.28555e+06 716893 570454 1.62594e+06 831323 527518 370614 304192 threshold=2971.7767500000004 2725.8677800000005 2725.8677800000005 112.55400000000002 31.383000000000006 1522.8167500000002 137.52250000000001 998.30500000000018 3260.8512500000006 2682.0900000000006 1146.4585000000004 2778.6210000000005 23.508500000000002 26.254000000000001 688.40820000000008 166.37775000000002 0 275.71500000000009 86.808500000000024 148.53650000000002 1330.1795 191.94000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=2 7 8 6 -5 -6 19 15 9 11 14 16 13 -13 21 -2 17 -1 -18 -4 -9 -11 right_child=1 -3 3 4 5 -7 -8 20 -10 10 -12 12 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 leaf_value=-0.032899098012873725 -0.15282736681401729 -7.5627839570886959 1.5574054511388145 22.926175998687746 2.9779088973999026 -6.683725186983744 -6.8320814132690435 -2.7533269081115725 1.5473789643919145 -0.50482680754228071 -3.6837143360484732 0.69645133650527813 -3.1006436160515096 4.3896827056931285 1.47086487923899 2.2606257805824281 -4.5741895017502807e-05 -0.62138796197043522 0.08103884882961257 -0.44684399703453331 -0.8281943588256836 -1.9239528002946273 leaf_weight=29827 32 34 24 20 21 21 27 20 37 44 33 53 29 41 31 20 319073 477 13166 29 20 23 leaf_count=29827 32 34 24 20 21 21 27 20 37 44 33 53 29 41 31 20 319073 477 13166 29 20 23 internal_value=0 -2.28923 0.000102287 1.5539 6.14034 -1.85291 -2.00059 -0.340309 -0.000505815 -0.000663676 -1.08724 -0.000271188 1.03228 2.30733 -0.212923 0.775424 -0.000621501 -0.0421483 0.00316739 0.460741 -1.79076 -0.991989 internal_weight=0 126 362976 142 62 42 80 92 362834 362797 131 362666 123 94 98 52 362543 30304 332239 53 40 67 internal_count=363102 126 362976 142 62 42 80 92 362834 362797 131 362666 123 94 98 52 362543 30304 332239 53 40 67 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.01 Tree=674 num_leaves=27 num_cat=1 split_feature=8 3 3 7 9 1 4 1 7 11 5 3 20 24 1 4 0 2 1 8 3 3 1 1 11 9 split_gain=6.47006e+06 1.26923e+07 3.3614e+06 2.26888e+07 8.15321e+07 1.26309e+07 9.6064e+06 1.55143e+06 1.45922e+06 1.10338e+06 5.03194e+06 1.369e+06 3.65005e+06 2.54361e+06 2.72021e+06 2.31215e+06 1.31643e+06 5.35065e+06 6.97814e+06 1.91656e+06 702627 581995 2.19101e+06 1.80102e+06 548246 477923 threshold=2971.7767500000004 2725.8677800000005 2725.8677800000005 112.55400000000002 31.383000000000006 1892.2623000000001 1522.8167500000002 112.13877900000001 998.30500000000018 3182.0603000000006 923.46450000000016 1282.3492500000004 484.06875000000002 0 1461.4925000000003 229.44145 2778.6210000000005 137.75200000000004 48.966000000000001 70.64745400000001 166.37775000000002 14.222000000000001 1256.4300000000001 962.58510000000012 1230.4050000000002 54.241760000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 9 5 -5 7 -6 -4 20 11 25 16 13 14 -13 -15 21 18 -18 -19 -2 23 -23 -1 -10 -11 right_child=1 -3 3 4 6 -7 -8 -9 24 10 -12 12 -14 15 -16 -17 17 19 -20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.0033863994498630435 -0.15129911445081234 -7.4871559277702788 -0.71989722201698714 22.696914951324462 2.9481298410324825 -8.4322986169294882 -6.6168880097639002 2.7210093383789062 -0.60211997961997987 0.34147664223204965 5.3195928537277952 -0.66406613349622379 -3.9716928077566211 -0.56796722082658246 -3.9879912751061575 1.4643126750828928 0.71526694896609289 -3.3756375930786136 7.8650180611610416 0.77755968189239499 2.2380195374488832 0.033137867686775756 0.92811654257979515 -0.65325567589431521 -2.9435861511230468 -1.7944065222740173 leaf_weight=330797 32 34 38 20 21 22 21 20 20 22 21 204 29 110 28 114 43 25 20 20 20 30678 276 427 20 20 leaf_count=330797 32 34 38 20 21 22 21 20 20 22 21 204 29 110 28 114 43 25 20 20 20 30678 276 427 20 20 internal_value=0 -2.26634 0.000101264 1.53837 6.07894 -1.98058 -1.83438 0.466622 -0.336905 -0.000500756 1.32279 -0.000730564 -0.531664 -0.31289 -1.02121 0.44639 -1.97915e-05 1.10386 2.98503 -1.52977 0.76767 -0.000348965 0.0411179 -0.00422418 -1.77285 -0.675611 internal_weight=0 126 362976 142 62 80 42 58 92 362834 63 362771 485 456 232 224 362286 108 63 45 52 362178 30954 331224 40 42 internal_count=363102 126 362976 142 62 80 42 58 92 362834 63 362771 485 456 232 224 362286 108 63 45 52 362178 30954 331224 40 42 cat_boundaries=0 1 cat_threshold=1689 is_linear=0 shrinkage=0.01 Tree=675 num_leaves=33 num_cat=0 split_feature=14 2 2 12 4 9 0 4 0 16 9 2 2 15 6 18 14 20 12 7 0 26 7 0 10 15 11 15 15 2 26 14 split_gain=3.42203e+06 1.31662e+07 8.65875e+06 5.94157e+07 9.36302e+07 1.33396e+07 6.09625e+06 4.52144e+06 1.8425e+06 5.03049e+06 4.75215e+06 7.49673e+06 5.39533e+06 1.65969e+06 1.88168e+06 1.45001e+06 1.01221e+06 3.25795e+06 1.01234e+06 695706 1.43639e+06 675807 2.40863e+06 1.97953e+06 572412 675881 1.54621e+06 709725 199908 119997 17767.8 1177.8 threshold=1619.4627500000004 2682.0900000000006 2682.0900000000006 85.709000000000017 862.3225000000001 138.07100000000003 2778.6210000000005 191.94000000000003 2778.6210000000005 251.83300000000003 347.47000000000003 26.254000000000001 873.09500000000014 1305.4625000000003 1136.6981000000003 1734.8725725000002 1182.8200000000004 82.899250000000009 659.09565500000008 912.83060000000012 220.66925950000004 2022.5000000000002 576.56500000000017 747.41500000000008 287.04780000000005 1947.7010000000002 1670.1750000000002 933.03750000000002 380.94000000000005 4.4105000000000016 2022.5000000000002 1929.7000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 8 5 -5 6 7 30 13 10 11 -10 -13 16 19 24 21 18 -18 20 -15 22 -1 -23 28 26 27 -26 29 31 -4 -2 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.01179034497680332 -0.15375282523177919 -8.3884812628704566 1.0729570129394532 -2.021146423703148 28.211440918207167 -7.5276981342755835 5.0333230259107511 -4.3240697387695315 -3.541354248196471 3.2209183516285633 -6.0639104148615957 5.9189930858612056 -1.3383246004013787 -0.23004596570397126 -3.0636368117187964 1.5338640108704567 0.69639735482987908 4.3893928207050674 -1.5958768851757048 1.1942264905301008 -2.5016388707842148 -0.011730481216365806 0.74349845547898119 -0.56670908416980925 0.049846106469631196 0.29543074321746826 -4.1455322442054747 -2.3515115432739258 0.66744262170791635 -1.1210073977112771 0.69593914337158203 -0.25013326309621337 leaf_weight=180716 21 23 25 21 20 26 23 25 51 22 23 20 21 136 33 32 84 22 25 22 35 180368 451 645 32 20 20 20 20 20 25 32 leaf_count=180716 21 23 25 21 20 26 23 25 51 22 23 20 21 136 33 32 84 22 25 22 35 180368 451 645 32 20 20 20 20 20 25 32 internal_value=0 -1.19414 0.000345044 2.29062 12.7265 -1.15994 0.52946 -0.851725 -0.000696924 -1.16017 -1.9983 -0.981892 2.20183 -0.000258767 -0.85695 -0.431603 0.000275614 0.879138 0.170646 -0.479641 -0.694992 -4.22691e-05 0.0136119 -0.013708 -0.771576 -1.33084 -1.78258 -0.873753 -0.218327 -0.461003 0.884448 -0.211945 internal_weight=0 240 362839 165 41 124 98 75 362674 137 115 92 41 362537 226 217 362311 131 109 193 171 362180 181167 181013 185 92 72 52 93 73 50 53 internal_count=363079 240 362839 165 41 124 98 75 362674 137 115 92 41 362537 226 217 362311 131 109 193 171 362180 181167 181013 185 92 72 52 93 73 50 53 is_linear=0 shrinkage=0.01 Tree=676 num_leaves=31 num_cat=1 split_feature=14 2 3 2 9 7 1 0 6 3 2 18 1 8 6 5 11 8 10 11 2 24 8 0 0 9 9 0 3 14 split_gain=3.35393e+06 1.29042e+07 9.24276e+06 3.12517e+07 1.23788e+07 9.52868e+06 2.97579e+06 8.0224e+06 9.2132e+06 9.19618e+06 1.82668e+06 1.42115e+06 889521 2.44079e+06 839785 4.21904e+06 2.69896e+06 5.21522e+06 1.54221e+06 1.41697e+06 1.18465e+06 2.31039e+06 735646 711528 439311 380500 304302 298492 339527 35002.5 threshold=1619.4627500000004 2682.0900000000006 2725.8677800000005 2682.0900000000006 658.43074000000013 762.97500000000002 2781.5828000000006 1275.1415000000002 342.20000000000005 543.62350000000004 104.01000000000001 1734.8725725000002 523.64669700000002 581.43500000000006 1937.6795000000002 1908.1960000000001 66.370000000000019 522.29990000000009 3056.7500000000005 871.08830000000023 1271.7445000000002 0 140.29100000000003 53.860000000000007 497.59550000000002 76.463630000000009 168.27750000000003 392.93750000000006 86.955000000000013 1929.7000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 11 6 4 5 10 14 9 -9 23 -4 12 25 -14 18 16 17 -16 20 -18 22 -22 -1 -8 -12 29 -20 28 -27 -2 right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 24 -13 13 -15 15 -17 19 -19 26 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0016025114280896495 0.44562764705331243 -8.3045969291355295 -1.9047765248616537 10.460985125979862 -5.8731290776388985 7.6381718662806923 -0.62139037685734888 -8.9635531578063965 -0.09050334188071163 5.7326923901101816 2.403102035522461 1.5185253971815109 -4.3958252698724918 0.055193600654602049 -0.10621747606679013 4.4045346542505115 -3.3049153218950544 5.1110397311051683 -1.091758104801178 -0.15107052638612944 0.22075920045375824 -1.1193090379060866 0.10393431589349464 -2.8562770340360442 0.33223074413481213 -0.39919122207164764 -2.8361830534934995 0.11190970611572265 -2.1633721081415813 -0.011745219694619828 leaf_weight=355078 27 23 30 37 28 21 28 25 22 23 20 32 22 28 95 26 28 24 20 29 246 259 6730 29 21 20 20 20 24 44 leaf_count=355078 27 23 30 37 28 21 28 25 22 23 20 32 22 28 95 26 28 24 20 29 246 259 6730 29 21 20 20 20 24 44 internal_value=0 -1.1822 0.000341593 2.42615 -0.0512535 1.72062 -0.000708507 -1.53117 -4.81021 0.395262 -0.0296396 -0.427287 -0.76386 -1.90325 -0.000172398 0.644423 0.0889524 0.946002 -0.000531739 -1.70033 -0.000314972 -0.484316 0.000360582 -1.75844 1.34241 -0.341862 -1.96397 -0.90104 -1.36147 0.162185 internal_weight=0 240 362839 157 120 92 362682 127 47 80 71 217 185 50 362555 202 176 119 362353 57 362313 505 361808 57 41 135 40 64 44 71 internal_count=363079 240 362839 157 120 92 362682 127 47 80 71 217 185 50 362555 202 176 119 362353 57 362313 505 361808 57 41 135 40 64 44 71 cat_boundaries=0 1 cat_threshold=1241 is_linear=0 shrinkage=0.01 Tree=677 num_leaves=30 num_cat=1 split_feature=13 2 2 12 15 9 0 5 1 0 5 13 19 2 0 0 17 17 5 8 12 25 4 5 5 7 8 1 15 split_gain=2.92762e+06 8.05754e+06 6.39493e+06 4.25765e+07 8.14747e+07 1.23583e+07 5.8796e+06 6.59875e+06 4.16556e+06 1.00887e+07 3.83662e+06 1.67566e+06 4.04308e+06 1.56437e+06 2.02536e+06 1.40537e+06 1.1277e+06 908540 943284 890019 733202 2.72494e+06 1.83805e+06 1.54405e+06 1.22701e+06 3.86961e+06 820373 629976 33031.5 threshold=2172.3225000000007 2682.0900000000006 2682.0900000000006 85.709000000000017 52.229500000000009 138.07100000000003 2778.6210000000005 26.307400000000005 2781.5828000000006 1117.6621800000003 772.27550000000008 1369.2025000000001 769.6472500000001 258.87100000000004 22.611000000000004 688.40820000000008 164.97000000000003 860.52100000000007 406.08214000000004 711.30690000000016 752.69540000000018 0 1116.5450000000003 524.39625000000012 2871.8940000000007 365.31653000000006 279.82900000000001 195.43457000000004 11.937000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=2 17 8 5 -5 6 7 27 11 13 -11 20 15 14 -10 16 -13 18 28 -19 24 23 -23 -22 26 -26 -1 -4 -2 right_child=1 -3 3 4 -6 -7 -8 -9 9 10 -12 12 -14 -15 -16 -17 -18 19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 leaf_value=-0.0016243781481496736 -0.00858439980131207 -7.3029265518188486 1.8284456174513872 25.317543687820436 -1.761452352142334 -7.3700591087341314 4.9298244808031164 -5.6062065960112069 1.1293413072079421 -8.1914364936828612 -2.3934940610613142 0.48970893997743908 4.9959010371294887 2.710828924633208 -2.7610498395173448 2.2831718567878969 -1.7455607083535964 -0.76552289056777956 -2.2786179362116634 2.1820666540236702 0.49967699282023376 -0.37278477250236963 -1.947645185964052 3.2408799536411581 -0.34090463428962525 5.0243678264617921 0.15809422737567791 -0.40823670959472658 -0.51591896874564036 leaf_weight=358418 33 20 34 20 25 25 23 21 32 25 21 83 22 21 23 31 31 20 37 21 98 536 86 26 41 20 3245 20 21 leaf_count=358418 33 20 34 20 25 25 23 21 32 25 21 83 22 21 23 31 31 20 37 21 98 536 86 26 41 20 3245 20 21 internal_value=0 -1.38797 0.000145198 1.95072 10.2737 -1.09426 0.506715 -0.849706 -0.000758147 -1.84825 -5.54455 -0.000136604 1.00133 0.388976 -0.49755 0.395254 -0.118128 -0.491769 -1.04864 0.744218 -0.000598006 -0.313779 -0.581187 0.994263 4.78809e-05 1.4182 -0.000191312 1.00004 -0.205881 internal_weight=0 152 362927 168 45 123 98 75 362759 122 46 362637 167 76 55 145 114 132 91 41 362470 746 622 124 361724 61 361663 54 54 internal_count=363079 152 362927 168 45 123 98 75 362759 122 46 362637 167 76 55 145 114 132 91 41 362470 746 622 124 361724 61 361663 54 54 cat_boundaries=0 7 cat_threshold=0 262208 256 0 0 0 128 is_linear=0 shrinkage=0.01 Tree=678 num_leaves=31 num_cat=0 split_feature=14 2 3 12 13 8 26 5 1 0 3 6 26 3 15 6 6 16 8 2 13 3 1 8 2 5 8 13 2 14 split_gain=3.2752e+06 1.25556e+07 9.0164e+06 3.66415e+07 7.00747e+07 9.0193e+06 4.62149e+06 6.95612e+06 2.85166e+06 7.71936e+06 9.02526e+06 8.9913e+06 3.09662e+06 1.38331e+06 1.05542e+06 1.65386e+06 1.56126e+06 5.96729e+06 1.71906e+06 1.62509e+06 1.93866e+06 1.50771e+06 907029 876600 764916 742461 270811 244469 129612 22138.3 threshold=1619.4627500000004 2682.0900000000006 2725.8677800000005 85.709000000000017 776.13908000000004 271.4876000000001 2022.5000000000002 772.27550000000008 2781.5828000000006 1275.1415000000002 543.62350000000004 342.20000000000005 2022.5000000000002 1493.1141200000004 1305.4625000000003 1136.6981000000003 1937.6795000000002 274.34595000000007 613.57500000000016 1271.7445000000002 483.56250000000006 888.08100000000013 523.64669700000002 168.16500000000005 210.00800000000001 406.08214000000004 311.75250000000005 855.90750000000014 40.750500000000002 3182.0603000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 8 5 -5 6 7 -4 14 10 12 -11 -10 22 16 21 19 18 -18 23 -21 24 26 -1 -16 -24 28 -28 29 -2 right_child=1 -3 3 4 -6 -7 -8 -9 9 11 -12 -13 -14 -15 15 -17 17 -19 -20 20 -22 -23 25 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0014060251208389768 -0.12950729062815883 -8.1937523352581518 0.25618143339414856 23.918461166381835 -2.2361280314127603 -5.1969673805236809 -2.0789078488843193 7.5760778808593754 -4.6826705030961469 -8.8184297481536866 5.6783950693710992 -0.052886755899949511 0.10512946837288993 1.6943976077327023 -0.24872103600990117 -2.8722291518847145 -0.38847212260510744 5.6831682412520692 1.8878596148283586 -0.33803923714051548 -2.2413986327999926 2.2511086206436159 -0.6271050777435303 0.12359482927332845 -1.7537643920338672 -3.2892716286399151 -1.7860639424551101 -0.3354068770775428 0.63449269158499588 -0.48130840531101932 leaf_weight=355947 53 23 37 20 21 30 29 20 22 25 23 22 35 27 127 30 119 23 46 436 61 20 20 5700 46 22 21 26 21 27 leaf_count=355947 53 23 37 20 21 30 29 20 22 25 23 22 35 27 127 30 119 23 46 436 61 20 20 5700 46 22 21 26 21 27 internal_value=0 -1.16824 0.000340877 2.39626 10.5222 -0.475837 1.17107 2.82457 -0.000696285 -1.4989 0.390798 -4.71541 -1.74279 -0.423595 -0.000171476 -0.687917 0.000251802 0.91131 0.246142 -0.000221156 -0.571651 -0.348386 -0.724573 0.000564142 -0.648906 -2.02157 -0.356505 -0.983573 -0.0647017 -0.24824 internal_weight=0 240 362839 157 41 116 86 57 362682 127 80 47 57 217 362555 223 362332 188 165 362144 497 193 190 361647 173 42 148 47 101 80 internal_count=363079 240 362839 157 41 116 86 57 362682 127 80 47 57 217 362555 223 362332 188 165 362144 497 193 190 361647 173 42 148 47 101 80 is_linear=0 shrinkage=0.01 Tree=679 num_leaves=29 num_cat=1 split_feature=14 4 3 12 1 9 7 1 0 3 4 26 18 4 1 8 11 2 25 1 0 4 1 8 2 9 12 14 split_gain=3.21002e+06 1.24059e+07 8.83698e+06 3.59123e+07 6.28881e+07 1.65373e+07 1.74873e+07 2.79491e+06 7.56574e+06 8.84566e+06 8.28982e+06 3.035e+06 1.57116e+06 1.42027e+06 909225 1.83957e+06 758203 812325 3.75408e+06 1.91412e+06 1.80369e+06 931498 5.0203e+06 716201 525874 392324 362181 33529.2 threshold=1619.4627500000004 2693.9010000000007 2725.8677800000005 85.709000000000017 962.58510000000012 148.55550000000002 214.04124800000002 2781.5828000000006 1275.1415000000002 543.62350000000004 209.38800000000003 2022.5000000000002 1530.3410000000001 362.02000000000004 523.64669700000002 824.40500000000009 3182.0603000000006 1271.7445000000002 0 786.89439000000004 360.43000000000001 1888.1190000000004 733.85806350000018 279.82900000000001 104.01000000000001 76.463630000000009 359.17300000000006 1929.7000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=2 12 7 5 -5 6 13 16 9 11 -10 -9 14 24 25 -16 17 21 20 -20 -19 23 -23 -1 -4 27 -27 -2 right_child=1 -3 3 4 -6 -7 -8 8 10 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 -25 -26 26 -28 -29 leaf_value=-0.0014510312713673012 0.44256785758115624 -7.9772747262318937 -0.89398801247278858 -2.2737553901672363 22.503406841641382 -7.8635796503225963 9.7295494384765639 -4.6358438283746892 -9.5479260787963867 5.6216109470699145 -1.0536850005167502 0.10407814209801811 1.4772009772223396 -2.8266728782653807 -4.0073905148713491 -0.12494541094853329 1.3940691402860177 0.21050614938897602 -0.40865928267560359 -1.9032095767095172 2.8521303442250128 -0.033361938324841585 4.5297604574006183 0.14499267997642859 1.1994031302134196 -1.8578113629341126 -0.29103741844495135 -0.009110926600793998 leaf_weight=358424 27 24 24 20 21 24 20 22 20 23 27 35 37 24 23 26 39 59 328 116 46 143 29 3371 24 25 36 42 leaf_count=358424 27 24 24 20 21 24 20 22 20 23 27 35 37 24 23 26 39 59 328 116 46 143 29 3371 24 25 36 42 internal_value=0 -1.15655 0.000337468 2.3723 10.417 -0.471079 1.4574 -0.000689322 -1.48391 0.38689 -4.66826 -1.72537 -0.398695 -0.840419 -0.78645 -1.94732 -0.000169761 -0.000319756 -0.38469 -0.781525 1.24885 0.000263223 0.736002 -8.65521e-05 0.152708 -0.348892 -0.933158 0.167633 internal_weight=0 240 362839 157 41 116 92 362682 127 80 47 57 216 72 179 49 362555 362516 549 444 105 361967 172 361795 48 130 61 69 internal_count=363079 240 362839 157 41 116 92 362682 127 80 47 57 216 72 179 49 362555 362516 549 444 105 361967 172 361795 48 130 61 69 cat_boundaries=0 7 cat_threshold=2281701888 0 256 0 0 0 128 is_linear=0 shrinkage=0.01 Tree=680 num_leaves=26 num_cat=0 split_feature=7 6 13 2 4 2 3 5 6 3 5 3 6 5 17 1 5 2 13 1 2 3 4 7 9 split_gain=5.55602e+06 3.16093e+07 8.86023e+06 6.4034e+06 6.10014e+06 2.23656e+07 2.93808e+06 2.87836e+06 2.67463e+06 1.9082e+06 1.76669e+06 7.35771e+06 976111 3.64932e+06 2.24732e+06 1.9424e+06 1.85442e+06 1.80196e+06 4.00552e+06 1.258e+06 830922 755840 393623 351411 314966 threshold=2822.9627650000007 2976.3936000000008 270.01250000000005 784.03650000000005 2693.9010000000007 2682.0900000000006 138.47650000000002 1312.9050000000002 652.29725000000008 815.10500000000013 2871.8940000000007 1282.3492500000004 1937.6795000000002 1561.8224400000001 233.46114000000003 148.22950000000003 1908.1960000000001 2682.0900000000006 247.82700000000003 263.08925000000005 873.09500000000014 815.10500000000013 259.56000000000006 44.881800000000005 7.283500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 8 10 6 -6 9 24 -8 12 23 16 14 15 -14 17 21 -19 22 -21 -1 -18 -12 -2 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 13 -15 -16 -17 19 18 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.000431850261469819 0.22138070033146787 13.929373604910714 4.6292258796691899 -4.6146540948116419 1.9721736998168322 -10.878300666809082 -0.98885132333506709 1.037198840503035 3.7115484455653598 -5.1083322776447639 0.36052456248890274 5.8928341051248401 -0.3416810754793031 3.9769578867945179 -2.4498884568895614 2.0028115222493157 0.20240784602695042 2.2896747759164096 -2.695653821468353 -3.6713226340367244 -1.1666591216899731 -0.26735277150134396 -1.4297421645169908 -1.0880764748068417 -1.3672567737102508 leaf_weight=361315 26 21 20 33 39 24 23 29 21 22 33 26 84 29 28 61 45 83 20 26 27 1064 22 34 24 leaf_count=361315 26 21 20 33 39 24 23 29 21 22 33 26 84 29 28 61 45 83 20 26 27 1064 22 34 24 internal_value=0 1.95657 9.39272 -0.974994 -0.0013072 -2.11104 -0.248968 -1.41957 0.71668 -3.00282 -0.00051074 1.3776 -0.000863999 0.694085 0.143777 0.644623 -0.00125114 -0.000839676 1.32165 -1.24417 -2.39536 -0.00121557 -0.333522 -0.374586 -0.541165 internal_weight=0 145 41 104 363034 137 113 74 71 45 362897 93 362804 202 173 145 362602 362482 103 120 53 362379 67 67 50 internal_count=363179 145 41 104 363034 137 113 74 71 45 362897 93 362804 202 173 145 362602 362482 103 120 53 362379 67 67 50 is_linear=0 shrinkage=0.01 Tree=681 num_leaves=26 num_cat=1 split_feature=7 6 0 4 2 0 3 26 11 3 5 0 5 7 5 9 6 25 8 8 6 5 5 2 1 split_gain=5.44545e+06 3.09803e+07 6.34002e+06 5.97875e+06 2.19206e+07 6.04353e+06 9.58566e+06 9.77272e+06 4.57364e+06 2.87961e+06 2.82108e+06 1.98031e+06 1.85646e+06 6.30326e+06 1.64542e+06 1.38743e+06 1.13162e+06 773953 1.00457e+06 2.66673e+06 697769 3.751e+06 1.9091e+06 330394 299430 threshold=2822.9627650000007 2976.3936000000008 804.19674500000008 2693.9010000000007 2682.0900000000006 2778.6210000000005 1.7373999999999998 2022.5000000000002 1413.4285000000002 138.47650000000002 1312.9050000000002 992.19979999999998 2871.8940000000007 576.56500000000017 330.08250000000004 754.45500000000004 148.66800000000003 0 12.501005500000003 154.63500000000002 1937.6795000000002 1561.8224400000001 1908.1960000000001 1468.575 241.54760000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=3 2 15 5 9 12 7 -7 -3 -5 11 -11 17 24 -8 16 -2 18 23 -20 22 -22 -19 -1 -14 right_child=1 8 -4 4 -6 6 14 -9 -10 10 -12 -13 13 -15 -16 -17 -18 20 19 -21 21 -23 -24 -25 -26 leaf_value=0.20115959600178765 0.28249297266421108 12.721211082458497 -4.7541081780772059 1.9524520890835004 -10.769518089294435 7.9418365564346312 -2.1176827732209236 -0.4824479289281936 6.0393389928908574 -1.0104954981803895 1.0268268029443148 -5.2154156235286164 -0.054410631295406457 4.9809906280040739 1.0056008613753964 -1.006780018488566 3.5349039649963379 -0.0024077349763433594 4.4922352371215828 0.08833054645494981 0.040208229057250487 4.214414865112305 -1.3140618763743219 -1.063957554953439 -1.6050601959228517 leaf_weight=1214 23 20 31 39 24 40 31 21 21 24 29 21 33 32 37 30 20 361093 20 44 155 25 111 21 20 leaf_count=1214 23 20 31 39 24 40 31 21 21 24 29 21 33 32 37 30 20 361093 20 44 155 25 111 21 20 internal_value=0 1.937 -0.965244 -0.00129413 -2.08993 -0.000505632 2.16357 5.04167 9.29879 -0.246478 -1.40537 -2.97279 -0.00127518 1.47641 -0.418249 0.643726 1.79524 -0.00162149 0.241097 1.46455 -0.00250055 0.619959 -0.00281081 0.179647 -0.639561 internal_weight=0 145 104 363034 137 362897 129 61 41 113 74 45 362768 85 68 73 43 362683 1299 64 361384 180 361204 1235 53 internal_count=363179 145 104 363034 137 362897 129 61 41 113 74 45 362768 85 68 73 43 362683 1299 64 361384 180 361204 1235 53 cat_boundaries=0 6 cat_threshold=0 0 0 4194304 2176 24576 is_linear=0 shrinkage=0.01 Tree=682 num_leaves=24 num_cat=1 split_feature=7 6 13 2 4 2 0 3 1 3 5 6 0 5 7 5 10 4 3 25 3 9 1 split_gain=5.33709e+06 3.03638e+07 8.60098e+06 6.22428e+06 5.85977e+06 2.14843e+07 5.92327e+06 9.3949e+06 8.87302e+06 2.82231e+06 2.76494e+06 2.63418e+06 1.9409e+06 1.81951e+06 6.17782e+06 1.61268e+06 1.04537e+06 6.98702e+06 941922 4.69982e+06 1.73339e+06 303120 293471 threshold=2822.9627650000007 2976.3936000000008 270.01250000000005 784.03650000000005 2693.9010000000007 2682.0900000000006 2778.6210000000005 1.7373999999999998 13.870700000000001 138.47650000000002 1312.9050000000002 652.29725000000008 992.19979999999998 2871.8940000000007 576.56500000000017 330.08250000000004 3056.7500000000005 152.02052500000002 815.10500000000013 0 748.6165000000002 7.283500000000001 241.54760000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=4 3 -3 11 6 9 13 8 -8 -6 12 21 -11 16 22 -9 18 -18 20 -20 -1 -2 -15 right_child=1 2 -4 -5 5 -7 7 15 -10 10 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 leaf_value=-0.0013912179752769694 0.21202447451077977 13.675595172700428 4.512517475128174 -4.5439863517067645 1.9329276487384086 -10.661822808583578 2.3275030654814186 -2.096506148307554 10.451950700759888 -1.0003905423482258 1.016558523835807 3.6843938822973343 -5.1632616456349698 -0.053866500276507752 4.931180731058121 0.99554489051973494 -1.317361050742013 6.0919563531875616 -1.2740557308223317 0.12675423106333106 0.99409382106576649 -1.3464519290129342 -1.5890095386505128 leaf_weight=361313 26 21 20 33 39 24 41 31 20 24 29 21 21 33 32 37 35 20 330 810 175 24 20 leaf_count=361313 26 21 20 33 39 24 41 31 20 24 29 21 21 33 32 37 35 20 330 810 175 24 20 internal_value=0 1.91763 9.2058 -0.955591 -0.00128119 -2.06903 -0.000500576 2.14194 4.99126 -0.244013 -1.39132 0.712254 -2.94306 -0.00126243 1.46165 -0.414067 -0.00160528 1.37694 -0.00181436 -0.288807 -0.000909294 -0.536044 -0.633166 internal_weight=0 145 41 104 363034 137 362897 129 61 113 74 71 45 362768 85 68 362683 55 362628 1140 361488 50 53 internal_count=363179 145 41 104 363034 137 362897 129 61 113 74 71 45 362768 85 68 362683 55 362628 1140 361488 50 53 cat_boundaries=0 7 cat_threshold=142606336 262148 1052752 1075838976 4194304 0 4 is_linear=0 shrinkage=0.01 Tree=683 num_leaves=26 num_cat=1 split_feature=7 6 13 0 6 1 0 3 26 2 7 9 2 6 2 10 0 26 6 2 7 0 25 0 2 split_gain=5.23088e+06 2.97595e+07 8.42982e+06 6.16657e+06 2.80308e+06 1.47001e+07 2.18458e+06 1.44173e+07 9.75982e+06 3.89988e+06 2.14808e+06 1.3587e+06 1.28289e+06 1.1137e+06 761816 3.17812e+06 9.07572e+06 1.69733e+06 762700 2.70311e+06 1.18064e+06 727846 3.12462e+06 875766 90521.4 threshold=2822.9627650000007 2976.3936000000008 270.01250000000005 804.19674500000008 2976.3936000000008 1461.4925000000003 2778.6210000000005 1.7373999999999998 2022.5000000000002 1827.1555000000001 233.45214000000001 754.45500000000004 275.80000000000001 148.66800000000003 2682.0900000000006 484.16250000000002 887.79240000000016 2022.5000000000002 1937.6795000000002 784.03650000000005 420.97500000000008 428.67780000000005 0 392.93750000000006 9.5840000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=4 3 -3 11 6 10 14 8 -8 12 24 13 -9 -2 18 16 17 -16 21 20 -20 23 -23 -1 -6 right_child=1 2 -4 -5 5 -7 7 9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 leaf_value=-0.0010230191999952073 0.2795806354025136 13.538839227585566 4.4673920822143556 -4.6827132401927827 -0.60090378578220094 -9.1084958321707585 7.8066450614929206 -1.7557869447980607 -0.48566172339699487 -4.4039612690607708 2.4791521085541826 -0.99255627814928693 1.4668380089600883 3.5061388359069827 1.62655888957362 -1.9033984726667406 7.3390715616399591 -1.5866605518886021 0.75483663082122809 3.1375397834777834 -1.6075300556070664 0.96451287378267991 -0.24241965129961235 0.47741545416978881 -1.4817545447349547 leaf_weight=359051 23 21 20 31 28 21 40 21 22 30 29 30 30 20 31 32 22 35 56 35 34 222 2892 383 20 leaf_count=359051 23 21 20 31 28 21 40 21 22 30 29 30 30 20 31 32 22 35 56 35 34 222 2892 383 20 internal_value=0 1.89845 9.11374 -0.946035 -0.00126869 -1.69228 -0.000812085 1.23494 4.86421 -1.54303 0.330325 0.640773 0.139875 1.78031 -0.00129917 0.795342 1.7767 -0.0774211 -0.00156276 0.77943 -0.137613 -0.00183204 -0.154057 -0.000513212 -0.967925 internal_weight=0 145 41 104 363034 98 362936 143 62 81 77 73 51 43 362793 120 88 66 362673 125 90 362548 3114 359434 48 internal_count=363179 145 41 104 363034 98 362936 143 62 81 77 73 51 43 362793 120 88 66 362673 125 90 362548 3114 359434 48 cat_boundaries=0 6 cat_threshold=16896 142606336 0 33554433 8388608 16384 is_linear=0 shrinkage=0.01 Tree=684 num_leaves=30 num_cat=0 split_feature=0 2 6 26 4 2 1 12 9 3 2 14 2 6 0 15 17 3 3 13 14 9 6 2 14 9 1 17 12 split_gain=3.64374e+06 1.02302e+07 1.55682e+07 1.21544e+07 7.73862e+06 1.68559e+06 1.92744e+06 1.40282e+06 3.32593e+06 1.83816e+07 3.21648e+06 2.37407e+06 3.48366e+06 2.22955e+06 1.03921e+07 1.91031e+06 4.5102e+06 1.84658e+06 1.8377e+06 1.64878e+06 1.53957e+06 1.40802e+06 1.34134e+06 3.05148e+06 913040 1.41234e+06 807391 427773 74.4857 threshold=2778.6210000000005 27.046500000000005 2976.3936000000008 2022.5000000000002 2693.9010000000007 1107.4580000000003 860.12500000000011 1621.2640000000004 2854.0889000000006 1118.1025000000002 873.09500000000014 26.272000000000002 14.450258500000002 2976.3936000000008 804.19674500000008 1947.7010000000002 356.06250000000006 1493.1141200000004 4.4225000000000003 26.254000000000001 784.87910000000022 1.6925000000000001 1937.6795000000002 967.39580000000012 1929.7000000000003 31.383000000000006 1892.2623000000001 306.95700000000005 2107.0655000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 4 -2 5 6 -3 8 13 19 11 12 28 15 21 22 18 20 -17 -10 -12 -15 26 -24 25 -13 -1 -27 -9 right_child=1 2 -4 -5 -6 -7 -8 10 9 -11 17 24 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 leaf_value=-0.0010994495518084179 8.8664751642400557 0.19914883232116701 5.2744803920545076 -0.48633078515529632 -7.207939457098643 1.1106777286529541 -4.1911127085685731 0.036821460882822669 0.42839183807373049 10.314602195739747 -3.2539925966262819 0.44341730141639707 4.7595857362747198 -0.6051153360643694 -7.4932453918457034 1.3229740083628687 4.4589818705618383 -4.6362905050207068 -2.5097870601307259 -3.1708680906295776 0.62274848211379286 2.7981376647949219 0.045304781402029641 3.6464443044951471 0.55445982586253773 -1.8869438449100213 -0.57771239034923505 -3.7899315897623702 0.057352132520010306 leaf_weight=362149 33 20 38 24 24 31 20 30 35 20 20 20 20 31 22 29 32 27 22 20 21 20 82 33 22 27 243 21 43 leaf_count=362149 33 20 38 24 24 31 20 30 35 20 20 20 20 31 22 29 32 27 22 20 21 20 82 33 22 27 243 21 43 internal_value=0 1.38396 -0.135102 4.92845 -2.29893 -0.639553 -1.99598 -0.0012296 -0.000712474 2.10491 -0.748562 -0.0585087 1.06196 -0.00114792 -1.74859 -0.000796113 1.51612 -2.60562 -0.330374 -0.88043 -1.26834 0.729494 -0.00114343 1.07868 -1.21633 -1.78923 -0.00148609 -2.7195 0.0489149 internal_weight=0 190 133 57 95 71 40 362989 362738 75 251 183 93 362663 73 362590 83 68 51 55 41 51 362507 115 90 68 362392 48 73 internal_count=363179 190 133 57 95 71 40 362989 362738 75 251 183 93 362663 73 362590 83 68 51 55 41 51 362507 115 90 68 362392 48 73 is_linear=0 shrinkage=0.01 Tree=685 num_leaves=31 num_cat=1 split_feature=5 12 6 2 3 0 7 4 26 3 1 3 8 0 6 0 7 9 7 5 0 25 0 2 4 3 0 0 3 0 split_gain=2.82401e+06 1.25184e+07 3.33318e+07 7.63688e+06 3.3656e+07 7.31142e+06 7.00917e+06 5.242e+06 4.50365e+06 1.55106e+06 1.21332e+06 3.08336e+06 3.24689e+06 1.5272e+06 1.41655e+06 4.8698e+06 4.37245e+06 2.62591e+06 1.71446e+06 2.34492e+06 703039 3.4891e+06 9.28103e+06 2.76198e+06 1.15937e+06 1.93445e+06 622989 477544 339767 115943 threshold=2871.8940000000007 3113.0710000000004 2976.3936000000008 2682.0900000000006 2725.8677800000005 1275.1415000000002 762.97500000000002 7.273200000000001 2022.5000000000002 888.08100000000013 2781.5828000000006 815.10500000000013 711.30690000000016 747.41500000000008 1937.6795000000002 448.25000000000006 1538.3385000000001 487.08190000000008 610.83000000000004 442.11875000000003 428.67780000000005 0 1275.1415000000002 1468.575 2693.9010000000007 117.64300000000001 3.3935000000000004 19.323844500000003 179.11500000000004 54.605550000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=3 2 5 10 7 6 28 8 -5 -9 14 13 -13 29 20 18 17 -17 19 -16 24 22 -22 -23 26 -26 -1 -20 -2 -12 right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11 11 12 -14 -15 15 16 -18 -19 27 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0038438788703129665 -0.085762726176868795 5.6385123218189586 -13.173520075480145 5.5945639859713037 14.009761330740792 -4.4573866143719902 5.5506902496903034 -2.8568922984294405 -0.41267707904179896 0.22800674370356969 -0.39023561353268832 -6.1054497556686398 -0.47554066084680102 2.2143685996055602 -0.30610133051681215 -0.91700223088264465 6.9712082672119138 3.8660175488211896 -0.88692684555053714 3.5319833993911742 0.035416351100376671 -0.29579942749787469 5.0831487011391179 1.3476755077883882 -0.18126713177987508 3.8337588346572149 0.03583844052052667 -3.0722038226127628 -1.7375583953857421 -1.417955977121989 leaf_weight=314342 33 22 24 26 21 29 27 39 24 28 23 20 21 25 78 24 20 22 20 20 175 2896 46 106 28 21 45259 20 20 21 leaf_count=314342 33 22 24 26 21 29 27 39 24 28 23 20 21 25 78 24 20 22 20 20 175 2896 46 106 28 21 45259 20 20 21 internal_value=0 -1.34899 -2.50482 0.0010863 2.35308 -0.155751 1.40359 0.260853 2.71109 -1.56768 0.000192614 -1.0499 -3.22184 0.240677 0.000510756 0.833577 3.0677 1.37053 -0.234919 0.477181 4.24226e-05 -0.146993 1.03906 -0.236979 0.00136008 1.53946 0.0011505 -1.97957 -0.709082 -0.880739 internal_weight=0 155 133 363325 138 109 80 117 50 67 363187 110 41 69 363077 204 66 46 138 98 362873 3223 221 3002 359650 49 359601 40 53 44 internal_count=363480 155 133 363325 138 109 80 117 50 67 363187 110 41 69 363077 204 66 46 138 98 362873 3223 221 3002 359650 49 359601 40 53 44 cat_boundaries=0 6 cat_threshold=8405504 8388608 0 33816576 8404992 16384 is_linear=0 shrinkage=0.01 Tree=686 num_leaves=39 num_cat=4 split_feature=9 24 2 10 6 1 13 4 0 13 4 2 24 6 4 1 24 0 4 0 4 2 26 0 0 25 1 1 1 0 14 1 2 9 2 10 7 10 split_gain=1.70389e+06 1.45814e+07 5.09352e+07 1.2109e+07 6.37296e+06 2.00494e+07 4.58515e+06 3.8265e+06 2.68548e+06 1.2185e+07 8.17125e+06 4.95451e+06 1.80759e+06 2.94907e+06 1.77722e+06 1.73326e+06 3.43496e+06 2.75196e+06 1.88178e+06 2.67467e+06 1.64868e+06 1.37403e+06 1.29242e+06 1.03766e+06 978662 3.94897e+06 2.41666e+06 2.23235e+06 1.14379e+06 3.9744e+06 879857 2.10841e+06 1.56949e+06 1.26454e+06 1.27339e+06 823845 763892 86630.4 threshold=1022.5259020000002 0 2682.0900000000006 3056.7500000000005 2976.3936000000008 631.04475000000014 676.19050000000004 680.56950000000018 2778.6210000000005 70.674000000000021 537.37500000000011 26.254000000000001 1 1136.6981000000003 182.00375000000003 1892.2623000000001 2 804.19674500000008 680.56950000000018 887.79240000000016 104.01000000000001 184.07250000000002 2022.5000000000002 48.938116000000008 497.59550000000002 3 733.85806350000018 1098.6214000000002 1256.4300000000001 33.002500000000005 252.03500000000003 1256.4300000000001 522.27250000000015 2854.0889000000006 549.23035000000016 941.87500000000011 2822.9627650000007 31.194500000000001 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 6 12 8 22 7 14 15 10 11 -10 13 20 23 24 18 21 19 -17 37 -18 -6 -2 28 27 -27 -26 36 -30 33 32 -32 34 -14 -9 -1 -3 right_child=1 3 -4 -5 5 -7 -8 35 9 -11 -12 -13 30 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31 31 -33 -34 -35 -36 -37 -38 -39 leaf_value=0.00093965117797383815 1.114379305970179 -0.59430878608457505 16.702477815047555 -5.9368015274248629 -1.5120148112557152 -11.204015524727959 4.2071211534424835 -3.4860334330019742 -0.051618810186580738 8.6180915279388426 -4.2144829860810313 5.2215140097481871 -0.15349341743522221 4.1760539195934934 3.0845160497201456 -1.7558708139147079 0.55571567859338677 2.7425553687413533 0.27756185641655556 -5.5663363429784773 1.7896670292585324 -2.0735058907100132 1.6571738805585812 -1.2461528488159179 -0.55564352285367347 0.30775848710099046 -0.89082021998136474 -2.4710750725819515 -0.38996635977677474 2.3940665566644004 -0.99522779838244124 1.2430172571965625 -3.8624770181519641 -2.0002353108723958 1.9654531439612895 -0.74650711990538099 1.4005498338356999 -1.4261612229120164 leaf_weight=359607 73 31 23 38 22 21 38 23 49 20 31 28 171 24 37 70 46 36 26 25 39 35 31 25 952 1225 195 65 127 86 60 28 28 30 34 21 39 21 leaf_count=359607 73 31 23 38 22 21 38 23 49 20 31 28 171 24 37 70 46 36 26 25 39 35 31 25 952 1225 195 65 127 86 60 28 28 30 34 21 39 21 internal_value=0 0.478573 2.44998 -0.498904 -0.00047508 -2.93481 1.05225 0.3825 0.000123662 1.44833 0.120594 1.86588 -0.0661764 0.973195 1.21721 -0.000387655 -0.85349 0.407261 -1.94544 -2.75862 0.235429 -0.580368 0.341662 0.512203 0.000172766 -0.199548 0.142164 -0.671463 0.00152529 0.734103 -0.422403 -1.14706 -1.90753 -0.0826767 0.197942 -2.17853 0.00109142 -0.930249 internal_weight=0 744 240 504 362736 74 217 179 362662 128 108 77 466 115 135 362534 238 117 121 95 91 81 53 98 362296 2437 1420 1017 359859 213 351 116 88 235 205 44 359646 52 internal_count=363480 744 240 504 362736 74 217 179 362662 128 108 77 466 115 135 362534 238 117 121 95 91 81 53 98 362296 2437 1420 1017 359859 213 351 116 88 235 205 44 359646 52 cat_boundaries=0 1 2 3 10 cat_threshold=2338 17 1204 145753088 1207992324 273 1108410369 6144 0 132 is_linear=0 shrinkage=0.01 Tree=687 num_leaves=26 num_cat=0 split_feature=5 12 0 2 3 0 8 10 26 1 3 8 10 5 3 0 0 16 26 15 14 11 3 0 0 split_gain=2.77178e+06 1.2242e+07 2.93761e+07 7.43118e+06 3.29636e+07 3.68303e+06 2.81616e+06 6.64967e+06 3.06528e+06 1.17882e+06 3.02458e+06 3.1755e+06 1.91882e+06 6.28416e+06 2.15706e+06 1.49003e+06 1.17399e+06 1.16483e+06 1.01325e+06 609765 2.82875e+06 771823 2.29657e+06 566211 113012 threshold=2871.8940000000007 3113.0710000000004 2778.6210000000005 2682.0900000000006 2725.8677800000005 1275.1415000000002 1.6944999999999999 335.61025000000001 2022.5000000000002 2781.5828000000006 815.10500000000013 711.30690000000016 1935.1350000000002 1146.4585000000004 888.08100000000013 747.41500000000008 111.94437000000001 5.9945000000000013 2022.5000000000002 2869.3449000000005 680.43750000000011 2105.5980000000004 888.08100000000013 2778.6210000000005 54.605550000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 9 5 16 8 -8 -2 12 15 -12 19 14 17 24 18 -14 -5 21 -21 23 -23 -1 -11 right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 leaf_value=-9.3131026177124202e-05 4.3667283663542369 5.5734775109724568 -11.580416573882102 1.6758116513206847 13.85731713431222 2.9119249550501509 -5.8634968679601496 1.1525442450387138 -0.69177255668640147 -0.38007282650989033 -6.0377347145080567 -0.47006787038984754 0.46600880934397382 6.1880165168217252 2.7743096470010693 2.1928791160583496 -2.5019264157613121 -1.6302154214207718 -1.1881853370666504 -1.1812844526767732 3.8443210815248037 -0.065918097552799038 -3.5734858054916065 0.73787042195980368 -1.3947212237403506 leaf_weight=362654 23 22 28 21 21 36 22 35 25 23 20 21 75 21 29 25 30 41 30 24 21 84 24 104 21 leaf_count=362654 23 22 28 21 21 36 22 35 25 23 20 21 75 21 29 25 30 41 30 24 21 84 24 104 21 internal_value=0 -1.33647 -2.47947 0.00107079 2.32117 0.250581 -0.0525471 -1.5554 1.73209 0.000189223 -1.03486 -3.186 0.000502809 1.07539 0.334944 0.24335 -0.932238 -0.274898 -0.00889246 1.11414e-05 1.164 -0.000133208 -0.845378 0.000118438 -0.864337 internal_weight=0 155 133 363325 138 117 105 57 48 363187 110 41 363077 166 145 69 81 116 51 362911 45 362866 108 362758 44 internal_count=363480 155 133 363325 138 117 105 57 48 363187 110 41 363077 166 145 69 81 116 51 362911 45 362866 108 362758 44 is_linear=0 shrinkage=0.01 Tree=688 num_leaves=26 num_cat=0 split_feature=5 12 6 2 3 4 26 14 4 26 3 1 3 7 10 5 3 16 15 14 11 3 4 4 26 split_gain=2.71663e+06 1.19984e+07 3.21324e+07 7.2833e+06 3.23076e+07 5.17208e+06 4.38279e+06 3.80888e+06 7.50413e+06 3.50231e+06 1.52183e+06 1.15537e+06 2.96439e+06 3.09215e+06 1.88064e+06 6.1591e+06 2.11413e+06 1.14165e+06 597631 2.77246e+06 756464 2.25086e+06 547842 341848 174399 threshold=2871.8940000000007 3113.0710000000004 2976.3936000000008 2682.0900000000006 2725.8677800000005 7.273200000000001 2022.5000000000002 177.83500000000001 1116.5450000000003 2022.5000000000002 888.08100000000013 2781.5828000000006 815.10500000000013 576.56500000000017 1935.1350000000002 1146.4585000000004 888.08100000000013 5.9945000000000013 2869.3449000000005 680.43750000000011 2105.5980000000004 888.08100000000013 43.227050000000006 14.450258500000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 7 11 5 6 -5 8 9 -2 -7 14 23 -14 18 16 17 -16 20 -20 22 -22 -1 24 -13 right_child=1 -3 -4 4 -6 10 -8 -9 -10 -11 -12 12 13 -15 15 -17 -18 -19 19 -21 21 -23 -24 -25 -26 leaf_value=-0.0027477438004837973 3.825717490652333 5.5177430022846572 -12.929661871592204 5.5264361836360045 13.7187449718657 -2.8452262210845949 -0.39964805364608763 3.2782794315338135 -5.7596807464599618 -1.1698891841040717 0.2104587016786848 1.3447301707060442 -5.9682017860412602 -0.47408673309144517 0.46134867051442463 6.1261364155723941 2.7465665245056154 -1.6139132528770261 -1.1694716163476309 3.8058778899056569 -0.065258916112638662 -3.5377509488662082 0.052829823773962892 -0.78787941000678319 0.12615831444660822 leaf_weight=344058 23 22 24 26 21 39 24 25 25 36 28 23 20 21 75 21 29 41 24 21 84 24 18700 22 24 leaf_count=344058 23 22 24 26 21 39 24 25 25 36 28 23 20 21 75 21 29 41 24 21 84 24 18700 22 24 internal_value=0 -1.3231 -2.45467 0.00106008 2.29796 0.248075 2.68192 -0.148253 -1.16805 0.777551 -1.56822 0.000187331 -1.02451 -3.15414 0.000497781 1.06464 0.331594 -0.272149 1.10297e-05 1.15236 -0.000131876 -0.836924 0.000117253 0.240917 0.722481 internal_weight=0 155 133 363325 138 117 50 109 84 59 67 363187 110 41 363077 166 145 116 362911 45 362866 108 362758 69 47 internal_count=363480 155 133 363325 138 117 50 109 84 59 67 363187 110 41 363077 166 145 116 362911 45 362866 108 362758 69 47 is_linear=0 shrinkage=0.01 Tree=689 num_leaves=41 num_cat=4 split_feature=9 24 3 10 6 0 6 4 0 13 3 1 8 24 6 1 24 0 4 3 3 4 0 0 25 1 1 1 0 1 14 1 2 9 2 26 7 3 10 9 split_gain=1.65045e+06 1.42785e+07 5.98215e+07 1.19966e+07 6.10329e+06 1.92976e+07 3.81778e+06 2.87653e+06 2.56558e+06 1.1958e+07 1.48175e+07 1.28968e+07 2.03583e+06 1.76176e+06 2.86752e+06 1.68882e+06 3.36884e+06 2.68672e+06 1.85639e+06 4.94919e+06 1.84076e+06 1.61564e+06 1.58836e+06 964516 3.86723e+06 2.37388e+06 2.19208e+06 1.11918e+06 3.88414e+06 957872 881591 2.06941e+06 1.55027e+06 1.22043e+06 1.24675e+06 782853 740796 633832 84789.1 68206.1 threshold=1022.5259020000002 0 1493.1141200000004 3056.7500000000005 2976.3936000000008 992.19979999999998 52.582000000000015 15.582750000000003 2778.6210000000005 70.674000000000021 358.01332900000006 354.74564000000004 27.497500000000006 1 1136.6981000000003 1892.2623000000001 2 804.19674500000008 680.56950000000018 698.94000000000005 330.57375000000008 104.01000000000001 1117.6621800000003 497.59550000000002 3 733.85806350000018 1098.6214000000002 1256.4300000000001 33.002500000000005 786.89439000000004 252.03500000000003 1256.4300000000001 522.27250000000015 2854.0889000000006 549.23035000000016 2022.5000000000002 2822.9627650000007 242.28262000000004 31.194500000000001 1972.2770000000003 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 6 13 8 12 7 39 15 10 11 35 -6 14 21 23 18 20 19 -17 -18 38 29 27 26 -26 -25 36 -29 37 33 32 -32 34 -15 -10 -1 -8 -3 -2 right_child=1 3 -4 -5 5 -7 22 -9 9 -11 -12 -13 -14 30 -16 16 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 31 -33 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=0.00092884110731141585 0.79181163225418494 -0.58833729374793264 14.407440624766879 -5.9087927482002662 -1.0474843587798457 -10.476326118137527 -1.4536213516607519 5.4237056436538698 -1.3664872162917565 8.5182704076766971 -5.4837339852072979 8.6021869659423835 3.0447501740455629 -0.1489778151602773 4.1190065252780919 -1.3298428925223973 0.4961097998310019 2.7134465969933403 0.28469440716963546 -6.4492247955615696 -2.7017719289108562 1.7718279807995527 1.6503897579511009 -0.55033781637789825 0.3041732328694694 -0.88374865712569317 -2.4484124811245844 -0.38506911330335725 2.3671681931961412 -2.8237952839886704 -0.98905313167969389 1.2255130112171173 -3.8386956088883535 -1.9607404073079429 1.9476871103398941 1.1350955260883679 1.3792189231285681 0.40826814503380748 -1.4113019325619651 1.5100859742164614 leaf_weight=359607 39 31 36 38 31 23 41 20 29 20 33 24 20 171 24 69 54 36 26 26 27 39 24 952 1225 195 65 127 86 27 60 28 28 30 34 22 39 33 21 20 leaf_count=359607 39 31 36 38 31 23 41 20 29 20 33 24 20 171 24 69 54 36 26 26 27 39 24 952 1225 195 65 127 86 27 60 28 28 30 34 22 39 33 21 20 internal_value=0 0.471001 2.42186 -0.496188 -0.000474593 -2.87206 0.425479 2.14628 0.000111345 1.41561 0.100308 2.55729 0.557313 -0.065465 0.960653 -0.000388427 -0.842482 0.405718 -1.92395 -2.73094 -0.569851 0.233247 -0.66207 0.000164763 -0.198107 0.140057 -0.66511 0.00150748 0.726163 -1.21157 -0.417142 -1.14235 -1.89576 -0.0769194 0.198762 -0.287373 0.0010783 -0.623319 -0.920688 1.03529 internal_weight=0 744 240 504 362736 74 204 79 362662 128 108 75 51 466 115 362534 238 117 121 95 81 91 125 362296 2437 1420 1017 359859 213 101 351 116 88 235 205 51 359646 74 52 59 internal_count=363480 744 240 504 362736 74 204 79 362662 128 108 75 51 466 115 362534 238 117 121 95 81 91 125 362296 2437 1420 1017 359859 213 101 351 116 88 235 205 51 359646 74 52 59 cat_boundaries=0 1 2 3 10 cat_threshold=2338 17 1204 145753088 1207992324 273 1108410369 6144 0 132 is_linear=0 shrinkage=0.01 Tree=690 num_leaves=25 num_cat=0 split_feature=8 12 3 12 2 3 13 5 2 2 4 1 0 3 8 2 0 2 1 19 19 6 4 26 split_gain=2.51889e+06 9.4252e+06 1.60314e+07 4.18068e+06 7.82603e+06 3.15712e+06 2.42254e+07 9.53104e+06 1.32692e+07 2.36494e+06 2.29288e+06 1.05189e+06 8.97345e+06 4.2786e+06 1.17892e+06 1.0083e+06 902125 4.15059e+06 8.16229e+06 831631 1.23932e+06 1.21456e+06 331125 2612.83 threshold=2971.7767500000004 2107.0655000000002 1890.7105500000002 3113.0710000000004 581.81775000000005 2725.8677800000005 312.11975000000007 584.10300000000018 873.09500000000014 1468.575 727.60250000000008 2781.5828000000006 2778.6210000000005 748.6165000000002 9.3820000000000032 141.77045000000001 2778.6210000000005 26.254000000000001 367.00000000000006 1916.2125000000003 1352.1000000000001 342.20000000000005 15.582750000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 10 5 -5 11 7 8 15 -9 22 16 13 14 -13 -7 19 23 -19 20 -1 -21 -2 -18 right_child=1 -3 -4 4 -6 6 -8 9 -10 -11 -12 12 -14 -15 -16 -17 17 18 -20 21 -22 -23 -24 -25 leaf_value=-0.00066832467181216198 0.096115607386050017 3.8663215094584009 -10.129165035745372 0.094118033962590358 -7.7474553360939025 -1.3419950096423809 10.642135043144226 0.96731148529052735 -9.5340598869323738 5.7721292295910063 -2.4810590207898939 -2.0130201783088539 -7.0632374416589734 2.9360830751845715 0.74847570896148685 1.4429859927984385 -1.1535325561523437 7.3556586713376246 -0.31304861586434501 -0.28500093173172519 1.3396503343314365 -3.0853910473982498 1.855462144613266 -1.299608190457026 leaf_weight=362802 23 27 23 35 20 26 24 20 20 21 37 52 20 38 22 26 25 23 35 59 69 21 20 24 leaf_count=362802 23 27 23 35 20 26 24 20 20 21 37 52 20 38 22 26 25 23 35 59 69 21 20 24 internal_value=0 -1.39276 -2.77136 -0.000536872 -2.75736 -0.000119547 1.51764 -0.420305 -2.61188 3.42832 -0.655991 -0.000692066 -0.893213 0.208577 -1.19203 0.0504955 -0.000367565 0.917706 2.72799 -0.000638218 -0.000413463 -1.0201 0.914416 -1.22508 internal_weight=0 130 103 363382 55 363327 137 113 72 41 80 363190 132 112 74 52 363058 107 58 362951 362871 80 43 49 internal_count=363512 130 103 363382 55 363327 137 113 72 41 80 363190 132 112 74 52 363058 107 58 362951 362871 80 43 49 is_linear=0 shrinkage=0.01 Tree=691 num_leaves=25 num_cat=0 split_feature=8 12 3 12 2 3 13 5 2 2 4 1 0 3 8 0 0 2 1 19 19 6 4 26 split_gain=2.46876e+06 9.23764e+06 1.57124e+07 4.09749e+06 7.6703e+06 3.09429e+06 2.37433e+07 9.34137e+06 1.30051e+07 2.31787e+06 2.24725e+06 1.03095e+06 8.79488e+06 4.19345e+06 1.15546e+06 988938 884173 4.06799e+06 7.99986e+06 815081 1.21466e+06 1.19039e+06 324536 2560.85 threshold=2971.7767500000004 2107.0655000000002 1890.7105500000002 3113.0710000000004 581.81775000000005 2725.8677800000005 312.11975000000007 584.10300000000018 873.09500000000014 1468.575 727.60250000000008 2781.5828000000006 2778.6210000000005 748.6165000000002 9.3820000000000032 24.190470000000001 2778.6210000000005 26.254000000000001 367.00000000000006 1916.2125000000003 1352.1000000000001 342.20000000000005 15.582750000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 10 5 -5 11 7 8 15 -9 22 16 13 14 -13 -7 19 23 -19 20 -1 -21 -2 -18 right_child=1 -3 -4 4 -6 6 -8 9 -10 -11 -12 12 -14 -15 -16 -17 17 18 -20 21 -22 -23 -24 -25 leaf_value=-0.00066164154266957543 0.095154449628747029 3.8276581992043393 -10.027873379251231 0.093176856824329926 -7.6699806811809541 1.1402323198318483 10.535713491737843 0.95763831329345706 -9.4387193603515627 5.7144078281947541 -2.4562484189626335 -1.9928899596344964 -6.9926052193641661 2.9067221503273437 0.7409910345077515 -1.6943965039253235 -1.1419967956542969 7.2821017219709319 -0.30991817569732666 -0.28215092218528359 1.3262538512677386 -3.0545371060144335 1.836907486140728 -1.2866121208667756 leaf_weight=362802 23 27 23 35 20 32 24 20 20 21 37 52 20 38 22 20 25 23 35 59 69 21 20 24 leaf_count=362802 23 27 23 35 20 32 24 20 20 21 37 52 20 38 22 20 25 23 35 59 69 21 20 24 internal_value=0 -1.37884 -2.74365 -0.000531504 -2.72979 -0.000118352 1.50246 -0.416102 -2.58576 3.39403 -0.649431 -0.000685146 -0.884281 0.206491 -1.18011 0.0499905 -0.000363889 0.908529 2.70071 -0.000631836 -0.000409328 -1.0099 0.905272 -1.21283 internal_weight=0 130 103 363382 55 363327 137 113 72 41 80 363190 132 112 74 52 363058 107 58 362951 362871 80 43 49 internal_count=363512 130 103 363382 55 363327 137 113 72 41 80 363190 132 112 74 52 363058 107 58 362951 362871 80 43 49 is_linear=0 shrinkage=0.01 Tree=692 num_leaves=26 num_cat=0 split_feature=9 19 13 8 7 5 26 7 10 26 1 26 1 4 7 0 4 0 1 10 5 15 4 0 26 split_gain=4.18016e+06 4.63788e+06 9.10324e+06 2.14805e+06 5.52179e+06 3.16742e+06 1.16395e+07 1.95301e+07 4.08567e+06 1.38e+06 1.4479e+06 1.0259e+06 991800 8.9023e+06 1.20248e+07 1.15216e+07 1.5665e+07 3.31286e+06 8.70263e+06 1.91422e+06 3.38341e+06 1.76618e+06 1.20906e+06 361830 127620 threshold=2854.0889000000006 270.2000000000001 2172.3225000000007 2971.7767500000004 1538.3385000000001 2871.8940000000007 2022.5000000000002 240.72500000000002 312.03250000000008 2022.5000000000002 279.9935000000001 2022.5000000000002 585.22500000000014 2693.9010000000007 548.03450000000009 2778.6210000000005 140.94445500000003 2778.6210000000005 48.966000000000001 1935.1350000000002 305.32623000000007 575.25150000000008 2693.9010000000007 26.246250000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 9 5 11 12 7 -7 -8 -2 -11 -5 17 15 -15 21 -17 19 24 22 -21 -14 -1 -13 -19 right_child=1 -3 -4 4 -6 6 8 -9 -10 10 -12 23 13 14 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 leaf_value=0.00019082872799739271 -3.1840389585494995 2.517333606719971 -8.6063709381648472 -1.6493686271492731 -5.1404341783194711 0.053017710981697878 -3.8924108486175539 12.898078624725343 1.5235873955946702 -2.0657075378417971 1.2182497984787515 0.15023160022238027 -0.10848619699509258 9.941797423839569 -1.0239450111389161 -11.107214819866678 0.22231720814338096 0.38629939043963396 7.5635353651500887 0.2007703307015555 4.2628381025380104 -1.2494905644451102 -1.4194676060875255 1.9893402786254881 -0.6159069094061852 leaf_weight=360812 24 20 21 22 29 29 30 20 26 25 29 23 1916 20 20 23 26 27 21 70 29 146 60 20 24 leaf_count=360812 24 20 21 22 29 29 30 20 26 25 29 23 1916 20 20 23 26 27 21 70 29 146 60 20 24 internal_value=0 -1.87494 -2.76226 -0.00040052 -1.51188 -9.4406e-06 1.73657 5.2959 -1.37784 -1.18885 -0.302101 0.107016 -0.000511489 -0.214604 4.45893 -0.30316 -5.09563 0.00076402 2.14559 0.000336208 1.39067 -0.189275 -4.52093e-05 1.00563 -0.0853271 internal_weight=0 119 99 363393 94 363299 105 49 56 78 54 65 363194 2151 40 2111 49 361043 72 360971 99 2062 360872 43 51 internal_count=363512 119 99 363393 94 363299 105 49 56 78 54 65 363194 2151 40 2111 49 361043 72 360971 99 2062 360872 43 51 is_linear=0 shrinkage=0.01 Tree=693 num_leaves=25 num_cat=0 split_feature=9 12 8 3 8 7 3 7 9 1 1 0 3 0 0 1 1 26 12 4 10 11 0 5 split_gain=4.09697e+06 4.5472e+06 8.9219e+06 6.70862e+06 2.1053e+06 5.41191e+06 3.20375e+06 3.39833e+07 6.19676e+07 1.20815e+07 1.25993e+06 8.20243e+06 3.98744e+06 1.05473e+06 1.01303e+06 4.12729e+06 9.69557e+06 1.00549e+06 985923 1.88536e+06 1.52403e+06 568866 354629 25286 threshold=2854.0889000000006 556.80950000000018 2971.7767500000004 991.56000000000017 2971.7767500000004 1538.3385000000001 2725.8677800000005 112.55400000000002 119.5475 1892.2623000000001 2781.5828000000006 2778.6210000000005 748.6165000000002 5.882454000000001 2778.6210000000005 555.56875000000014 48.966000000000001 2022.5000000000002 2107.0655000000002 1116.5450000000003 1935.1350000000002 23.808000000000003 26.246250000000003 76.652750000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 23 6 17 10 9 -9 13 14 12 21 -8 18 16 -16 -6 20 -20 -1 -12 -19 -2 right_child=1 2 -4 -5 5 -7 7 8 -10 -11 11 -13 -14 -15 15 -17 -18 22 19 -21 -22 -23 -24 -25 leaf_value=-0.00061931322814013127 -1.5511586997622535 -2.7579040919409858 5.5723142709732052 -8.1539612371271311 -1.6328749771009792 -5.0890298909154437 1.0933993613719941 21.656405647277833 -0.92087815776948012 -8.8331289603493435 -1.834484393954277 -6.8737923822402962 2.8695510292734419 -1.6479358753204347 -0.021546345131070007 -1.8942583200510812 8.051884765625001 0.14872931293819261 -0.32797534197820033 -3.7257987060546873 1.0660373283144253 0.1610267448425293 1.9694467473030091 -1.0543290705680848 leaf_weight=362695 21 36 20 22 22 29 32 20 31 22 50 20 35 25 51 34 21 23 89 20 134 20 20 20 leaf_count=362695 21 36 20 22 22 29 32 20 31 22 50 20 35 25 51 34 21 23 89 20 134 20 20 20 internal_value=0 -1.85619 0.217174 -3.69918 -0.000396515 -1.49676 -9.3462e-06 1.56956 7.93296 -2.53846 -0.000571188 -1.00436 0.113625 -0.108941 -0.000225572 0.977226 2.3332 0.105946 -0.000511048 -0.951429 -0.000225376 -1.26434 0.995575 -1.3088 internal_weight=0 119 56 63 363393 94 363299 130 51 79 363169 125 105 57 363044 106 72 65 362938 109 362829 70 43 41 internal_count=363512 119 56 63 363393 94 363299 130 51 79 363169 125 105 57 363044 106 72 65 362938 109 362829 70 43 41 is_linear=0 shrinkage=0.01 Tree=694 num_leaves=25 num_cat=0 split_feature=9 19 3 8 7 3 7 9 1 1 0 3 0 5 0 2 1 12 10 10 14 8 7 2 split_gain=4.01544e+06 4.51995e+06 7.39627e+06 2.06341e+06 5.30421e+06 3.13999e+06 3.3307e+07 6.07345e+07 1.18411e+07 1.23486e+06 8.0392e+06 3.90809e+06 1.03374e+06 1.00808e+06 992872 4.30694e+06 7.96989e+06 966304 1.4937e+06 1.22271e+06 837433 723487 700166 673038 threshold=2854.0889000000006 270.2000000000001 2725.8677800000005 2971.7767500000004 1538.3385000000001 2725.8677800000005 112.55400000000002 119.5475 1892.2623000000001 2781.5828000000006 2778.6210000000005 748.6165000000002 5.882454000000001 1561.8224400000001 2778.6210000000005 26.254000000000001 469.40400000000005 2107.0655000000002 1935.1350000000002 1564.7167200000001 31.266500000000004 337.60650000000004 55.071960000000011 3.3459520000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 13 5 20 9 8 -8 12 14 11 23 -7 21 17 -16 -17 18 -1 -19 22 -2 -5 -11 right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12 -13 -14 -15 15 16 -18 19 -20 -21 -22 -23 -24 -25 leaf_value=-0.00061312005345226181 -1.3142154627579909 2.4984411315917971 -7.4161612091064457 0.66140590667724608 -5.0381395747743811 1.0824653846025467 21.43984188079834 -0.9116693665904384 -8.744797439575196 -2.1008783953189853 -6.8050546293258662 2.8408553547859192 -1.6314564929962161 -2.62089544909341 -1.2066043142396576 7.2210813459753993 -0.35249299641811488 -0.43983919832478746 1.0553768563626418 -3.1761516699790957 1.6917555356025695 1.2156212105751039 -1.8969193080197209 -0.11945040957132977 leaf_weight=362695 26 20 25 20 29 32 20 31 22 40 20 35 25 28 49 24 33 89 134 20 22 20 23 30 leaf_count=362695 26 20 25 20 29 32 20 31 22 40 20 35 25 28 49 24 33 89 134 20 22 20 23 30 internal_value=0 -1.83763 -2.7136 -0.00039255 -1.48179 -9.25273e-06 1.55386 7.85363 -2.51308 -0.000565476 -0.994318 0.112488 -0.107851 -1.1249 -0.000223317 0.967454 2.83638 -0.000505937 -0.000223122 -0.941915 0.104886 -0.214286 -0.707001 -1.25169 internal_weight=0 119 99 363393 94 363299 130 51 79 363169 125 105 57 74 363044 106 57 362938 362829 109 65 46 43 70 internal_count=363512 119 99 363393 94 363299 130 51 79 363169 125 105 57 74 363044 106 57 362938 362829 109 65 46 43 70 is_linear=0 shrinkage=0.01 Tree=695 num_leaves=26 num_cat=2 split_feature=19 11 5 7 11 7 3 4 4 5 4 1 1 24 3 3 9 13 6 1 25 0 0 5 4 split_gain=1.76472e+06 6.14096e+06 5.29365e+06 1.82475e+07 2.3686e+07 1.02822e+07 2.0624e+06 3.08738e+07 4.2081e+06 6.03995e+06 1.53586e+06 4.2827e+06 1.40228e+06 7.73293e+06 7.72388e+06 2.18718e+06 1.37993e+06 1.36626e+06 1.05674e+06 855388 768930 4.75381e+06 4.07851e+06 608258 215091 threshold=3260.8512500000006 1085.4300000000001 2871.8940000000007 1538.3385000000001 1670.1750000000002 576.56500000000017 2725.8677800000005 2693.9010000000007 1116.5450000000003 26.307400000000005 2693.9010000000007 1892.2623000000001 1892.2623000000001 0 748.6165000000002 888.08100000000013 16.583000000000002 180.27000000000004 32.355319000000009 56.702905000000008 1 2778.6210000000005 2778.6210000000005 524.39625000000012 104.01000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 left_child=2 -2 6 5 -5 18 10 8 9 19 12 17 20 14 -14 -15 -11 23 24 -8 21 -1 -22 -12 -4 right_child=1 -3 3 4 -6 -7 7 -9 -10 16 11 -13 13 15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 leaf_value=0.032130771149839858 -0.98258644175529486 6.1710636329650876 -0.95564174453417472 -13.685626373291015 0.22248102347056073 6.2982196259498595 -0.52179950468001823 12.719679496765137 2.5555428115526833 -6.5295946235656741 -0.30282513164915142 -5.2390280971072967 1.404539837430824 -1.5467733009011897 7.7031634172916421 1.32019498532159 -2.8148486437797544 1.8753725411580957 -2.8304556599369755 2.1307953841686249 -0.005476669390633313 3.6177595303509684 -2.6129361788431806 -2.3108129627054388 0.44851767921447755 leaf_weight=55241 30 20 24 25 24 24 31 20 30 20 48 21 88 111 25 35 20 23 27 20 307115 37 60 22 20 leaf_count=55241 30 20 24 25 24 24 31 20 30 20 48 21 88 111 25 35 20 23 27 20 307115 37 60 22 20 internal_value=0 1.87887 6.35165e-05 -1.91688 -6.87349 0.639683 0.000824027 1.21001 -0.692417 -1.76317 0.000354119 -1.16017 0.000718871 0.736269 2.57056 -0.804391 -4.67222 -0.239139 -1.27306 0.518434 0.000193265 0.0345245 -0.00598579 -0.933907 -0.317387 internal_weight=0 50 363111 144 49 95 362967 141 121 91 362826 114 362712 259 113 146 40 93 71 51 362453 55278 307175 70 44 internal_count=363161 50 363111 144 49 95 362967 141 121 91 362826 114 362712 259 113 146 40 93 71 51 362453 55278 307175 70 44 cat_boundaries=0 1 7 cat_threshold=2348 2155921540 135266372 4 3223650337 39041 67267650 is_linear=0 shrinkage=0.01 Tree=696 num_leaves=24 num_cat=0 split_feature=19 9 5 7 12 7 2 12 7 4 18 0 4 1 2 10 4 0 0 2 2 14 1 split_gain=1.7296e+06 5.78547e+06 5.1883e+06 1.78844e+07 1.5289e+07 1.00776e+07 2.62666e+06 2.47804e+07 5.92959e+07 5.07698e+06 4.19267e+06 1.69359e+06 1.06535e+06 4.32646e+06 2.53674e+06 2.02092e+06 7.61118e+06 1.35116e+06 1.2878e+06 6.38992e+06 684771 650809 129546 threshold=3260.8512500000006 580.86400000000015 2871.8940000000007 1538.3385000000001 911.29109000000005 576.56500000000017 2682.0900000000006 171.22386100000003 46.905000000000008 7.273200000000001 11.639400000000004 195.69400000000005 2693.9010000000007 1461.4925000000003 624.21400000000006 3056.7500000000005 216.01200000000003 185.31647500000003 2778.6210000000005 27.046500000000005 549.23035000000016 860.52100000000007 9.5972500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 6 5 -5 20 12 8 9 11 -9 -8 15 14 17 18 -17 -14 21 -20 22 -1 -4 right_child=1 -3 3 4 -6 -7 7 10 -10 -11 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.00053783175542305669 -1.1551184162923267 5.6976162858442834 -0.070899710655212403 -11.642270545959473 -0.35473962874639603 6.2352374974886571 -0.22446971384684244 -7.6854817382494609 16.776643786960179 -4.3171255159378052 -1.5671054717472621 3.5322883033752444 0.072244476395450077 -4.7389394296022758 3.1798381478786468 -1.1747567655245463 6.7893190183639529 -2.9108887975866145 3.4724221256801058 -1.2633627476363347 -2.5924785736083984 0.35348937940647679 -1.1414062404632568 leaf_weight=362022 28 22 26 28 21 24 30 24 27 24 21 20 49 24 20 30 20 22 56 58 25 520 20 leaf_count=362022 28 22 26 28 21 24 30 24 27 24 21 20 49 24 20 30 20 22 56 58 25 520 20 internal_value=0 1.86008 6.28812e-05 -1.89771 -6.80476 0.633287 0.000815787 1.34184 4.09178 -0.536478 -4.83024 1.27823 0.000276154 -0.962064 0.034035 0.000581275 2.01087 -0.852107 0.000304112 1.06299 -1.26033 -3.00447e-05 -0.536337 internal_weight=0 50 363111 144 49 95 362967 146 101 74 45 50 362821 115 91 362706 50 71 362656 114 71 362542 46 internal_count=363161 50 363111 144 49 95 362967 146 101 74 45 50 362821 115 91 362706 50 71 362656 114 71 362542 46 is_linear=0 shrinkage=0.01 Tree=697 num_leaves=24 num_cat=0 split_feature=19 11 5 7 6 7 2 12 7 4 18 0 4 1 2 10 4 0 0 2 14 6 4 split_gain=1.69518e+06 5.93943e+06 5.08506e+06 1.75659e+07 4.098e+06 7.11236e+06 2.57439e+06 2.42872e+07 5.81159e+07 4.97595e+06 4.10923e+06 1.65989e+06 1.04415e+06 4.24037e+06 2.48626e+06 1.9807e+06 7.45972e+06 1.32427e+06 1.26218e+06 6.26276e+06 637858 197498 260071 threshold=3260.8512500000006 1085.4300000000001 2871.8940000000007 2822.9627650000007 1937.6795000000002 576.56500000000017 2682.0900000000006 171.22386100000003 46.905000000000008 7.273200000000001 11.639400000000004 195.69400000000005 2693.9010000000007 1461.4925000000003 624.21400000000006 3056.7500000000005 216.01200000000003 185.31647500000003 2778.6210000000005 27.046500000000005 860.52100000000007 4.8367500000000012 55.211440000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 6 4 5 21 12 8 9 11 -9 -8 15 14 17 18 -17 -14 20 -20 -1 22 -4 right_child=1 -3 3 -5 -6 -7 7 10 -10 -11 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.0005324533779214603 -0.97263060180346173 6.0626560249328616 -1.1177400972729639 -8.0423271527971547 -3.6489696776348608 5.5952683486938479 -0.22222514724731446 -7.6086272962888089 16.608876806188512 -4.2739540497461954 -1.5514343416123162 3.4969652137756349 0.071522035340645482 -4.6915502305825552 3.1480397652387619 -1.163009208838145 6.7214258041381836 -2.8817799108678646 3.4376979278666631 -1.2507291307120487 0.34995448288665365 -1.5525962924957275 0.47561727333068848 leaf_weight=362022 30 20 21 35 23 25 30 24 27 24 21 20 49 24 20 30 20 22 56 58 520 20 20 leaf_count=362022 30 20 21 35 23 25 30 24 27 24 21 20 49 24 20 30 20 22 56 58 520 20 20 internal_value=0 1.84148 6.22524e-05 -1.87874 0.100397 1.10313 0.000807629 1.32843 4.05086 -0.531113 -4.78194 1.26545 0.000273392 -0.952443 0.0336947 0.000575462 1.99076 -0.843586 0.000301071 1.05236 -2.97442e-05 -0.737904 -0.340493 internal_weight=0 50 363111 144 109 86 362967 146 101 74 45 50 362821 115 91 362706 50 71 362656 114 362542 61 41 internal_count=363161 50 363111 144 109 86 362967 146 101 74 45 50 362821 115 91 362706 50 71 362656 114 362542 61 41 is_linear=0 shrinkage=0.01 Tree=698 num_leaves=34 num_cat=3 split_feature=13 21 4 9 24 3 6 7 6 4 1 24 1 3 4 26 3 4 4 0 12 3 10 13 6 1 1 25 0 16 2 0 3 split_gain=1.50101e+06 5.23163e+06 7.36644e+06 1.59014e+06 1.29253e+07 3.80667e+07 5.96626e+06 4.85565e+06 3.32287e+06 1.2713e+07 3.12219e+06 2.74553e+06 2.53952e+06 1.69752e+07 6.94423e+06 5.05466e+06 2.16722e+06 1.48833e+06 2.28276e+06 1.39448e+06 1.12299e+06 1.81401e+06 1.03978e+06 814827 2.03499e+06 985192 744088 3.16973e+06 1.30049e+06 716262 885065 558324 211934 threshold=3214.9168000000004 18.365000000000002 1116.5450000000003 1022.5259020000002 0 1493.1141200000004 1937.6795000000002 1306.1250000000002 2976.3936000000008 1292.0010000000002 172.78275000000005 1 2781.5828000000006 2725.8677800000005 14.450258500000002 2022.5000000000002 815.10500000000013 537.37500000000011 176.57105000000001 1117.6621800000003 2107.0655000000002 648.27500000000009 303.56000000000006 333.62835000000007 355.17104999999998 631.04475000000014 1256.4300000000001 2 1519.5755740000002 635.52750000000003 287.03350000000006 531.22050000000013 17.142000000000003 decision_type=2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=3 2 -2 8 6 11 23 -8 12 10 -10 17 20 14 15 -14 -16 18 -6 22 26 32 -13 24 31 -26 28 -28 -1 30 -25 -5 -22 right_child=1 -3 -4 4 5 -7 7 -9 9 -11 -12 19 13 -15 16 -17 -18 -19 -20 -21 21 -23 -24 29 25 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=-0.00013229066041217584 0.20245694253179763 3.1115754909515378 -6.7073506362349899 -0.36142817621499718 1.6434313951197426 11.385511245727539 -0.99721448732459028 -7.5685645545612683 -1.1039589398335188 -7.9653868179321288 3.755727005004883 -0.079198926389217383 4.3027228606374637 9.6322434725080228 -1.0791175941467286 -1.356135884390937 -5.3825949172540142 0.068939235210418698 5.3681996436346138 1.9031215380132198 -0.72598826341850808 -3.7872210540771483 -2.0538316269218924 -0.51214424191099228 0.38845020709718975 2.8808483340822422 -1.7703171190607452 0.08519475635492578 0.62228995208761528 0.054688929738225166 -2.8110893967572386 -2.1083895819527765 0.5200211266279221 leaf_weight=361276 36 20 27 142 76 38 23 22 39 25 20 80 38 21 25 27 22 36 21 24 43 20 40 33 35 29 114 361 336 37 34 21 20 leaf_count=361276 36 20 27 142 76 38 23 22 39 25 20 80 38 21 25 27 22 36 21 24 43 20 40 33 35 29 114 361 336 37 34 21 20 internal_value=0 -1.34432 -2.75889 0.000620006 0.479874 1.93831 -0.772946 -4.20987 -0.000293836 -1.98898 0.543392 0.712276 0.000167242 1.38173 -0.165243 1.95212 -3.09351 1.67912 2.44982 -0.278015 -0.00034011 -1.16339 -0.73741 -0.329042 0.00679021 1.51782 -7.35074e-05 -0.395604 0.000446047 -1.06206 -1.67877 -0.586497 -0.33043 internal_weight=0 83 63 363078 691 315 376 45 362387 84 59 277 362303 133 112 65 47 133 97 144 362170 83 120 331 227 64 362087 475 361612 104 67 163 63 internal_count=363161 83 63 363078 691 315 376 45 362387 84 59 277 362303 133 112 65 47 133 97 144 362170 83 120 331 227 64 362087 475 361612 104 67 163 63 cat_boundaries=0 1 2 6 cat_threshold=1613 274 1049088 0 4352 1073741824 is_linear=0 shrinkage=0.01 Tree=699 num_leaves=23 num_cat=1 split_feature=19 11 16 17 25 1 0 13 3 1 1 0 6 9 17 6 10 4 3 9 7 15 split_gain=1.65936e+06 5.81295e+06 4.41696e+06 1.13076e+07 1.10885e+06 7.23044e+07 1.43281e+07 2.4306e+07 5.89716e+07 3.42992e+06 3.03907e+06 3.36372e+06 5.39573e+06 2.33338e+06 1.25104e+07 4.0732e+06 3.47373e+06 8.22861e+06 1.83156e+06 1.56468e+06 682828 355989 threshold=3260.8512500000006 1085.4300000000001 3006.0949125000006 1179.9325000000001 0 2781.5828000000006 2778.6210000000005 312.11975000000007 2725.8677800000005 962.58510000000012 1098.6214000000002 591.40200000000016 6.179850000000001 2854.0889000000006 86.586000000000013 1136.6981000000003 3056.7500000000005 334.05380000000002 2725.8677800000005 22.848730000000007 826.12250000000006 304.21400000000006 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 21 5 10 13 8 9 -8 11 20 -13 16 15 -15 18 -18 -6 -12 -1 -4 right_child=1 -3 3 -5 6 -7 7 -9 -10 -11 19 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=0.046554682653142547 -0.9620693957010904 5.9979060554504393 -0.52179962839399063 -8.6360281485602979 -0.00027043405697091166 16.478727425469291 -0.34316805778230935 4.9109963453969652 -18.723937823486327 -4.3386844339678365 -3.3627146697655701 3.5431158558981757 -0.64240642825039962 1.2538421677380074 7.9632008810665296 -4.0039330266869584 -1.2069973835468293 7.1785365971651949 -1.3211979898725239 -0.074108683544656509 -1.2519783466618237 1.3423715448379516 leaf_weight=3290 30 20 21 21 359108 27 70 31 25 31 39 70 55 41 23 23 25 22 105 23 41 20 leaf_count=3290 30 20 21 21 359108 27 70 31 25 31 39 70 55 41 23 23 25 22 105 23 41 20 internal_value=0 1.82192 5.81973e-05 -2.66882 0.000513977 0.176257 -0.00122386 -3.02152 -4.97317 -1.56951 0.0516399 0.0910068 1.70149 9.56812e-05 1.63759 -0.635671 -0.000300863 2.71815 -0.000656549 -2.14275 0.0305715 0.387552 internal_weight=0 50 363111 62 363049 3545 359504 157 126 101 3518 3456 125 359347 87 64 359260 47 359213 62 3331 41 internal_count=363161 50 363111 62 363049 3545 359504 157 126 101 3518 3456 125 359347 87 64 359260 47 359213 62 3331 41 cat_boundaries=0 6 cat_threshold=1048576 0 0 0 2176 67135552 is_linear=0 shrinkage=0.01 Tree=700 num_leaves=27 num_cat=0 split_feature=17 16 1 13 2 7 0 2 5 0 7 0 5 1 5 7 3 7 8 1 7 6 7 14 20 3 split_gain=6.43099e+06 9.83364e+06 4.42914e+06 1.66382e+07 9.05511e+06 1.2587e+07 5.52757e+06 2.40286e+06 8.876e+06 6.80412e+06 2.04388e+06 1.50663e+06 897408 884841 758028 4.64317e+06 1.04922e+06 4.59606e+06 2.39741e+06 1.01214e+06 756565 472952 1.9409e+06 581100 406857 114862 threshold=2221.3567500000004 3006.0949125000006 2781.5828000000006 312.11975000000007 1827.1555000000001 270.07350000000002 992.19979999999998 2682.0900000000006 1146.4585000000004 1275.1415000000002 1131.6606400000003 22.611000000000004 6.7519999999999998 140.77500000000003 2871.8940000000007 659.5150000000001 2725.8677800000005 214.04124800000002 912.87025000000017 631.04475000000014 11.862100000000002 1937.6795000000002 610.83000000000004 1929.7000000000003 628.46101050000004 284.84010000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 24 7 4 6 -6 11 14 9 12 -10 -4 13 -9 16 20 21 19 -19 -18 -16 23 -23 -1 25 -2 right_child=1 -3 3 -5 5 -7 -8 8 10 -11 -12 -13 -14 -15 15 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.00043522288030885411 -0.70132753756116417 -8.1167880109945933 1.8082215676163182 9.1478457313835619 -7.9393981874906103 2.6126724996566772 5.2850977204827698 -0.60134938447371777 -3.0391982173919678 5.572181354522705 -7.4561810379028319 -1.2370683425664901 0.44354703559875491 -3.4773428153991701 0.080374191469616357 4.0378582243765555 -0.10764572284438394 -5.5895842333634702 -0.96298398880731495 2.6054720854759217 -2.3454023361206056 1.2679082011400151 -0.87026126146316529 -0.7628393783450127 -1.9985916357040407 0.22599815130233766 leaf_weight=362314 34 24 33 25 26 20 34 23 22 20 20 32 25 20 36 31 44 24 21 20 20 119 66 100 20 22 leaf_count=362314 34 24 33 25 26 20 34 23 22 20 20 32 25 20 36 31 44 24 21 20 20 119 66 100 20 22 internal_value=0 -2.53648 -0.000189746 1.61355 0.314535 -3.35154 2.01796 -0.000945649 -1.36024 0.444936 -5.14252 0.309002 -1.06308 -1.93902 -0.000458573 0.932862 -0.000682442 -0.981648 -3.4305 0.740204 -0.785975 -0.000387556 0.505102 -0.000645591 -0.774276 -0.337021 internal_weight=0 100 363095 170 145 46 99 362925 130 88 42 65 68 43 362795 87 362708 109 45 64 56 362599 185 362414 76 56 internal_count=363195 100 363095 170 145 46 99 362925 130 88 42 65 68 43 362795 87 362708 109 45 64 56 362599 185 362414 76 56 is_linear=0 shrinkage=0.01 Tree=701 num_leaves=32 num_cat=1 split_feature=17 4 1 13 2 7 4 26 2 2 7 8 19 7 25 9 6 12 4 11 2 9 4 5 6 8 14 12 10 26 14 split_gain=6.30302e+06 1.29169e+07 4.341e+06 1.63071e+07 8.87491e+06 1.23365e+07 4.11251e+06 3.49275e+06 3.01406e+06 2.95276e+06 2.58005e+06 1.48368e+06 651205 648254 2.38278e+06 4.04415e+06 3.16997e+06 2.0373e+06 1.3802e+06 802907 1.26572e+06 2.89165e+06 1.67326e+06 1.11682e+06 912841 791547 694829 641821 564968 417813 257973 threshold=2221.3567500000004 1888.1190000000004 2781.5828000000006 312.11975000000007 1827.1555000000001 270.07350000000002 2693.9010000000007 2022.5000000000002 193.49000000000004 14.012000000000002 1538.3385000000001 118.73000000000002 1352.1000000000001 1131.6606400000003 0 180.26700000000002 293.37750000000005 911.29109000000005 588.42000000000019 401.02700000000004 1271.7445000000002 754.45500000000004 1292.0010000000002 2871.8940000000007 1937.6795000000002 824.40500000000009 343.60240000000005 7.3327500000000008 91.941000000000017 2022.5000000000002 1182.8200000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 6 4 7 -6 13 9 28 -4 11 -10 30 19 15 16 -15 -17 26 23 22 -22 -21 24 -1 -20 -16 -9 -8 -25 -2 right_child=1 -3 3 -5 5 -7 8 27 10 -11 -12 -13 -14 14 18 17 -18 -19 25 20 21 -23 -24 29 -26 -27 -28 -29 -30 -31 -32 leaf_value=-0.00136509133807602 -0.61423873695570064 -9.4819273131234318 6.2159776416778563 9.0563671644210828 -7.8600044133112981 2.5865461561679841 -0.89771603822708135 -1.2562801006565925 -3.6702183512666013 1.5626385134061178 -6.1055174645510588 0.093078754425048843 -2.1669763147263299 0.88645808121253711 -0.19259693377345574 -1.3330229438952546 5.9203320308165122 2.2365938477289111 -2.3390333132640175 0.20515601530688346 -0.42379576793936802 3.2653287147624148 -1.5511688180480685 2.2944238349369592 0.8746179632629667 -0.6563827032484908 -1.6742457323604161 1.1617384111313593 1.1607439393997192 0.49634848892688754 0.77344597260157277 leaf_weight=360206 37 21 25 25 26 20 40 23 22 30 22 20 21 29 262 67 22 21 69 1730 43 42 56 28 119 47 36 21 20 24 21 leaf_count=360206 37 21 25 25 26 20 40 23 22 30 22 20 21 29 262 67 22 21 69 1730 43 42 56 28 119 47 36 21 20 24 21 internal_value=0 -2.51111 -0.000187849 1.59742 0.311389 -3.31803 -0.000936192 1.99778 -1.82176 3.67779 -3.33132 -1.87817 -0.658114 -0.000313862 -0.342434 0.762487 3.05793 -0.481183 -0.714567 0.000208412 0.206828 1.39907 0.150086 -0.000864312 -0.00107579 -1.65727 -0.371588 -0.102226 -0.211563 1.46454 -0.111801 internal_weight=0 100 363095 170 145 46 362925 99 124 55 64 42 79 362801 553 139 51 88 414 362248 1871 85 1786 360377 360325 116 298 44 60 52 58 internal_count=363195 100 363095 170 145 46 362925 99 124 55 64 42 79 362801 553 139 51 88 414 362248 1871 85 1786 360377 360325 116 298 44 60 52 58 cat_boundaries=0 1 cat_threshold=32768 is_linear=0 shrinkage=0.01 Tree=702 num_leaves=26 num_cat=2 split_feature=17 4 0 4 3 4 2 2 5 26 3 5 7 3 3 24 5 12 19 0 25 0 14 8 4 split_gain=6.17759e+06 1.26599e+07 2.73689e+06 1.90003e+07 9.31189e+06 6.5854e+06 6.19698e+06 3.66893e+06 6.71912e+06 2.68097e+06 2.16526e+06 1.71755e+06 8.89429e+06 1.3032e+06 836771 2.21505e+06 1.7925e+06 1.61575e+06 638246 551368 4.85036e+06 565296 252840 230757 21791 threshold=2221.3567500000004 1888.1190000000004 2778.6210000000005 2693.9010000000007 1890.7105500000002 2693.9010000000007 1827.1555000000001 287.03350000000006 330.08250000000004 2022.5000000000002 1282.3492500000004 2871.8940000000007 576.56500000000017 209.58850000000004 1890.7105500000002 0 1146.4585000000004 371.74280000000005 1352.1000000000001 804.19674500000008 1 747.41500000000008 1182.8200000000004 42.755925000000005 53.593000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 left_child=2 18 5 4 7 11 10 9 -9 -4 23 14 13 24 19 16 -16 -17 22 21 -21 -1 -2 -7 -13 right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 15 17 -18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.00040560910756672779 -0.60809634331513096 -9.3871079944428946 4.1317641252790178 7.6109847134512822 -5.9849520385742192 -0.82614451441653947 -6.7440862976074225 -5.3733449786969212 2.635218748092651 0.18903583540635949 -3.7360766555786133 0.33493112881978354 5.5337173092004024 -3.0036635131835938 -1.0948288703627058 -0.1844940712933357 -4.4045379648208618 2.6940270217259723 -2.1453065495263961 2.1125074361868141 0.0046293471542268125 -0.58234792704353788 0.76571146874200735 0.28556869723580103 -0.12628603458404541 leaf_weight=361059 37 21 35 37 25 43 25 22 20 34 25 21 33 20 90 104 20 24 21 111 1127 167 21 33 20 leaf_count=361059 37 21 35 37 25 43 25 22 20 34 25 21 33 20 90 104 20 24 21 111 1127 167 21 33 20 internal_value=0 -2.486 -0.00018597 1.2573 -0.47128 -0.000785396 -2.28654 0.770538 -1.55974 2.18897 -1.18319 8.4543e-06 1.35157 -0.910909 -0.000341823 -0.593093 -1.55521 0.329487 -0.651532 4.73869e-05 0.210725 -0.000674649 -0.110683 -0.343427 0.109947 internal_weight=0 100 363095 173 136 362922 126 111 42 69 101 362796 94 61 362702 238 110 128 79 362464 1238 361226 58 76 41 internal_count=363195 100 363095 173 136 362922 126 111 42 69 101 362796 94 61 362702 238 110 128 79 362464 1238 361226 58 76 41 cat_boundaries=0 1 8 cat_threshold=397 512 4 16 65536 0 0 4 is_linear=0 shrinkage=0.01 Tree=703 num_leaves=32 num_cat=4 split_feature=17 4 1 0 4 6 6 4 0 3 0 0 2 19 26 25 24 25 6 4 25 1 1 6 3 9 14 2 1 14 3 split_gain=6.05466e+06 1.24079e+07 4.23753e+06 1.45905e+07 4.13943e+07 5.37484e+06 4.42614e+06 4.00086e+06 3.94394e+06 3.03484e+06 3.05758e+06 973967 1.54269e+06 625545 572978 1.68851e+06 3.02787e+06 3.36484e+06 2.13487e+06 2.13222e+06 1.68347e+06 2.02053e+06 1.68942e+06 1.59517e+06 1.38421e+06 1.38286e+06 1.2171e+06 919463 843179 247808 25969.4 threshold=2221.3567500000004 1888.1190000000004 2781.5828000000006 2778.6210000000005 2693.9010000000007 1529.30718 698.40204000000006 2693.9010000000007 1275.1415000000002 815.10500000000013 54.605550000000008 591.40200000000016 193.49000000000004 1352.1000000000001 2022.5000000000002 0 1 2 1324.2200000000003 1522.8167500000002 3 326.39850000000001 1892.2623000000001 66.449500000000015 1890.7105500000002 1972.2770000000003 680.43750000000011 1827.1555000000001 402.26250000000005 1182.8200000000004 11.958600000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=2 13 7 5 -5 6 9 14 11 10 -4 12 30 29 15 16 17 -1 27 -18 21 25 24 -24 -22 -16 -23 -17 -20 -2 -9 right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 20 18 19 -19 28 -21 22 26 23 -25 -26 -27 -28 -29 -30 -31 -32 leaf_value=1.4220067693376697 -0.60201538835022905 -9.2932367669968379 3.418832595688956 -3.2350161289033434 16.620247860863095 -4.3655689229567844 5.1123632922172542 -0.14437689142567772 -4.7584028624043322 -3.522320159912109 -0.98721086859703067 1.226346076965332 -3.6258386840820309 -2.1238534718468078 -0.15958702483628925 0.00044163058614622459 0.048273829067867979 0.28145019085086215 -1.0262713649537829 1.7148424941223936 -0.0075864079770784319 -0.80668253284379066 3.3178587532043458 0.38045145114262902 -1.1671879354148236 2.198160493469238 -2.861019492429846 -1.6689441722812075 -3.3877502804710753 0.75805438018980487 -0.59787261278732962 leaf_weight=293 37 21 28 21 21 24 20 28 33 20 36 20 20 21 5023 153545 25588 1906 54 77 175829 190 29 51 103 25 34 33 21 21 23 leaf_count=293 37 21 28 21 21 24 20 28 33 20 36 20 20 21 5023 153545 25588 1906 54 77 175829 190 29 51 103 25 34 33 21 21 23 internal_value=0 -2.46114 -0.000183528 1.57826 6.69262 -0.0998834 0.884506 -0.000922898 -1.79686 -0.122127 0.940433 -0.722895 -1.27198 -0.645017 -0.000309073 0.0122499 0.0838559 0.43917 -0.000740753 0.0532531 -0.0128842 -0.188791 -0.00760422 1.44526 -0.0082653 -0.14791 -1.1185 8.29221e-05 -1.68749 -0.109576 -0.348895 internal_weight=0 100 363095 170 42 128 104 362925 124 84 64 91 71 79 362801 181517 27864 2199 153653 25665 181284 5272 176012 80 175932 5048 224 153578 75 58 51 internal_count=363195 100 363095 170 42 128 104 362925 124 84 64 91 71 79 362801 181517 27864 2199 153653 25665 181284 5272 176012 80 175932 5048 224 153578 75 58 51 cat_boundaries=0 6 7 11 18 cat_threshold=1074839680 1073807428 68227600 1079067696 8423953 67117058 1 1048576 0 0 1073823744 1074790400 4 1 1073824016 33554944 16 2 is_linear=0 shrinkage=0.01 Tree=704 num_leaves=31 num_cat=1 split_feature=17 4 1 13 2 7 0 4 0 0 8 11 2 7 25 9 6 3 7 13 9 11 2 9 4 5 6 3 19 18 split_gain=5.93417e+06 1.2161e+07 4.1532e+06 1.57882e+07 8.79641e+06 1.20169e+07 5.43694e+06 3.92124e+06 3.86545e+06 1.46135e+06 1.31716e+06 1.73928e+06 960523 635369 2.3229e+06 3.97076e+06 3.10288e+06 2.548e+06 1.86628e+06 1.31219e+06 939106 791822 1.24274e+06 2.82914e+06 1.63688e+06 1.09557e+06 900623 788272 613097 207893 threshold=2221.3567500000004 1888.1190000000004 2781.5828000000006 312.11975000000007 1827.1555000000001 270.07350000000002 992.19979999999998 2693.9010000000007 1275.1415000000002 22.611000000000004 214.54600000000002 291.60000000000008 17.427500000000006 1131.6606400000003 0 180.26700000000002 293.37750000000005 888.08100000000013 1941.9625000000003 855.90750000000014 1600.0905700000001 401.02700000000004 1271.7445000000002 754.45500000000004 1292.0010000000002 2871.8940000000007 1937.6795000000002 109.51753000000001 1352.1000000000001 328.94500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 28 7 4 6 -6 9 13 10 -4 12 -12 -9 21 15 16 -15 20 -19 -17 -16 25 24 -24 -23 26 -1 -27 29 -2 right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 11 -13 -14 14 17 19 -18 18 -20 -21 -22 22 23 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0013505644565862517 -0.62957750318628369 -9.200304180326917 1.7576238822937011 8.9018035541772846 -7.7990149659376877 2.5113497760295869 5.2162378692626952 -0.5765372824668884 -4.7108187817443499 -1.2415496897697449 2.7234330698251723 -1.3970833987281435 -3.3687503459236838 0.87789130769926926 -0.17482978242489158 -1.1642312538090038 5.8582119360837064 -3.3895872448108815 -0.34193436235189439 1.7005589317140124 -2.2702947989754056 0.20364334830047423 -0.41628339900526889 3.2327487540386972 -1.5334852940855281 0.43718211820048675 0.86875050504668427 2.9464622715541293 -2.1026149427323113 0.57936737990379339 leaf_weight=360206 33 21 33 25 26 20 34 28 33 32 20 21 22 29 305 67 22 54 32 21 23 1730 43 42 56 31 119 21 21 25 leaf_count=360206 33 21 33 25 26 20 34 28 33 32 20 21 22 29 305 67 22 54 32 21 23 1730 43 42 56 31 119 21 21 25 internal_value=0 -2.43653 -0.000181223 1.56248 0.297081 -3.31625 1.976 -0.0009132 -1.77889 0.281108 -0.715666 0.612925 -1.80511 -0.000305513 -0.339009 0.751998 3.02626 -0.706414 -2.25558 -0.480588 -0.321768 0.000211544 0.2054 1.38677 0.149176 -0.00085375 -0.00106321 1.45055 -0.638567 -0.108481 internal_weight=0 100 363095 170 145 46 99 362925 124 65 91 41 50 362801 553 139 51 414 86 88 328 362248 1871 85 1786 360377 360325 52 79 58 internal_count=363195 100 363095 170 145 46 99 362925 124 65 91 41 50 362801 553 139 51 414 86 88 328 362248 1871 85 1786 360377 360325 52 79 58 cat_boundaries=0 1 cat_threshold=32768 is_linear=0 shrinkage=0.01 Tree=705 num_leaves=23 num_cat=1 split_feature=8 14 12 6 12 3 5 0 0 5 9 11 5 0 24 1 5 10 3 11 0 6 split_gain=7.21427e+06 6.50264e+06 8.34589e+06 8.56218e+06 2.48317e+06 4.98365e+06 2.07481e+07 2.79459e+07 5.90823e+06 4.38191e+06 2.4662e+06 1.37887e+06 5.70389e+06 1.21665e+06 6.26436e+06 6.68453e+06 2.23153e+06 1.52849e+06 3.9839e+06 723336 448558 161150 threshold=2971.7767500000004 3182.0603000000006 1017.6685000000001 1937.6795000000002 3113.0710000000004 2725.8677800000005 7.2786000000000008 374.34900000000005 1117.6621800000003 670.57570000000021 16.583000000000002 3182.0603000000006 842.25950000000023 1519.5755740000002 0 22.341000000000005 59.779900000000005 1058.8682400000002 1493.1141200000004 1413.4285000000002 19.000000000000004 6.4775000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=4 2 3 21 5 11 7 -7 20 -6 -10 13 -13 17 15 -15 -16 19 -19 -1 -8 -2 right_child=1 -3 -4 -5 9 6 8 -9 10 -11 -12 12 -14 14 16 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.00099840649915930728 -0.28072997300521191 -7.7068675928115846 3.1380858870915005 -8.641610867182413 0.0084413761751992375 0.81770648035509841 0.48485587310791017 16.183073536396027 -1.4083177413940431 -5.8592038955688475 -6.3744032734632494 -0.90403350130149296 5.6882529849097843 -1.7462977976676746 -1.9151783847010011 3.3817347074534796 -0.2879288033666027 0.34027869179098175 4.2928915405273438 -0.63332230910411857 2.6027752919197082 -1.5080872292518614 leaf_weight=361489 23 20 28 21 35 29 20 20 20 20 20 35 21 39 194 73 149 459 27 181 20 20 leaf_count=361489 23 20 28 21 35 29 20 20 20 20 20 35 21 39 194 73 149 459 27 181 20 20 internal_value=0 -2.53896 -1.4155 -3.40769 -0.000591804 -0.000269705 1.96491 7.08928 -1.17377 -2.12525 -3.89136 -0.000968716 1.56807 -0.00121103 -0.517989 1.46525 -1.17407 -0.00056177 0.559868 -0.00131486 1.54382 -0.851594 internal_weight=0 112 92 64 362851 362796 129 49 80 55 40 362667 56 362611 455 112 343 362156 486 361670 40 43 internal_count=362963 112 92 64 362851 362796 129 49 80 55 40 362667 56 362611 455 112 343 362156 486 361670 40 43 cat_boundaries=0 1 cat_threshold=1044 is_linear=0 shrinkage=0.01 Tree=706 num_leaves=25 num_cat=1 split_feature=16 15 10 8 12 6 4 15 0 5 10 25 7 8 7 7 26 9 5 0 7 8 7 6 split_gain=7.30224e+06 1.85762e+07 2.30921e+06 2.0832e+06 6.53666e+06 8.4701e+06 2.46224e+06 1.61827e+07 3.9195e+07 4.39756e+06 1.08142e+06 3.96142e+06 9.06152e+06 2.48412e+06 2.43821e+06 1.64053e+06 3.0924e+06 1.48728e+06 1.0264e+06 697983 678582 1.84518e+06 1.63767e+06 155193 threshold=3006.0949125000006 2869.3449000000005 543.00900000000013 2971.7767500000004 1017.6685000000001 1937.6795000000002 2693.9010000000007 85.527017500000014 2778.6210000000005 584.10300000000018 1058.8682400000002 0 1538.3385000000001 1148.5039000000004 576.56500000000017 2822.9627650000007 2022.5000000000002 87.094861000000023 1561.8224400000001 0.76171500000000014 1941.9625000000003 824.40500000000009 1131.6606400000003 54.393000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 6 5 23 10 8 9 19 15 12 13 -12 17 20 -17 -13 -16 -8 22 -22 -1 -5 right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 11 14 -14 -15 18 16 -18 -19 -20 -21 21 -23 -24 -25 leaf_value=-0.00079866489851026633 1.9407330439771926 -11.375702035903931 -2.4460031118847074 -0.29397326151529951 1.9816865056090884 -8.55519477446874 -0.81991399745146443 -5.2805999946594238 15.815365789413452 2.9023754149675369 0.087880599848071075 -0.18192848510505086 6.4481269657250611 3.8114920198349727 -0.92506775048646062 -4.3360837486267085 0.3265850275213068 1.3578597086543838 -3.3399809683452952 -3.349376185774803 0.074877861939943752 3.5482957849502568 -0.70030458757370273 -1.4867033865451813 leaf_weight=361628 28 20 21 24 36 21 24 28 20 32 122 181 33 21 88 25 33 96 22 20 65 20 335 20 leaf_count=361628 28 20 21 24 36 21 24 28 20 32 122 181 33 21 88 25 33 96 22 20 65 20 335 20 internal_value=0 -3.2542 0.0607033 -0.000742832 -1.43671 -3.32998 -0.000343065 1.40856 3.35956 0.0817178 -0.000824781 0.437106 1.63199 0.634705 -0.144736 -0.00150567 -1.68319 0.351717 -1.40805 -1.96967 -0.00123627 0.892153 -0.00144606 -0.836123 internal_weight=0 69 49 362894 101 65 362793 124 96 76 362669 563 176 143 387 362106 58 277 110 44 362048 85 361963 44 internal_count=362963 69 49 362894 101 65 362793 124 96 76 362669 563 176 143 387 362106 58 277 110 44 362048 85 361963 44 cat_boundaries=0 3 cat_threshold=32768 262144 256 is_linear=0 shrinkage=0.01 Tree=707 num_leaves=22 num_cat=0 split_feature=8 14 12 1 12 3 5 0 7 6 7 11 5 0 12 3 4 10 3 11 4 split_gain=6.94451e+06 6.34696e+06 8.06945e+06 8.3161e+06 2.397e+06 4.82559e+06 2.03329e+07 2.72768e+07 9.94968e+06 6.24726e+06 4.6076e+06 1.35587e+06 5.56661e+06 1.20571e+06 2.77293e+06 5.11315e+06 3.81687e+06 1.4795e+06 3.89653e+06 707614 46343.5 threshold=2971.7767500000004 3182.0603000000006 1017.6685000000001 962.58510000000012 3113.0710000000004 2725.8677800000005 7.2786000000000008 374.34900000000005 712.24900000000014 152.21900000000002 998.30500000000018 3182.0603000000006 842.25950000000023 1519.5755740000002 2.2955000000000001 1282.3492500000004 322.53850000000006 1058.8682400000002 1493.1141200000004 1413.4285000000002 16.570500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 20 5 11 7 -7 9 -8 -6 13 -13 17 15 -15 -16 19 -19 -1 -2 right_child=1 -3 -4 -5 10 6 8 -9 -10 -11 -12 12 -14 14 16 -17 -18 18 -20 -21 -22 leaf_value=-0.00097247421955067763 -1.0478529037128796 -7.5967031621932986 3.0964290448597502 -8.3206443613225751 0.099898403678621558 0.81030741856015964 -0.48313209724426276 15.990613624572754 2.5339761431593644 -8.2053671879118149 -5.9169565734863285 -0.88722888604232242 5.6252400938669842 -0.4527572206061421 0.44184862339750247 3.6950709926720822 -3.1835066781781225 0.33366204037450758 4.242692442999946 -0.62638638214182463 -0.3827439687252045 leaf_weight=361489 22 20 28 22 35 29 20 20 38 22 20 35 21 299 47 33 76 459 27 181 20 leaf_count=361489 22 20 28 22 35 29 20 20 38 22 20 35 21 299 47 33 76 459 27 181 20 internal_value=0 -2.49103 -1.38111 -3.34003 -0.000579224 -0.000262763 1.9335 7.00635 -1.17362 -4.52811 -2.08805 -0.000950599 1.55495 -0.00119088 -0.515641 -0.0404731 -1.79821 -0.000544547 0.55083 -0.00128547 -0.731134 internal_weight=0 112 92 64 362851 362796 129 49 80 42 55 362667 56 362611 455 332 123 362156 486 361670 42 internal_count=362963 112 92 64 362851 362796 129 49 80 42 55 362667 56 362611 455 332 123 362156 486 361670 42 is_linear=0 shrinkage=0.01 Tree=708 num_leaves=30 num_cat=2 split_feature=16 15 3 5 1 12 2 9 10 2 24 8 1 9 1 4 10 3 16 24 6 4 2 2 5 7 2 1 6 split_gain=7.10002e+06 1.81197e+07 2.35442e+06 2.33561e+07 2.46069e+07 2.30402e+07 2.05563e+07 1.23669e+07 2.24654e+06 1.36996e+06 5.30912e+06 4.73253e+06 1.88023e+06 1.49766e+06 1.95488e+06 1.37364e+06 1.32933e+06 5.64337e+06 2.07388e+06 1.24304e+06 916006 910658 3.4338e+06 8.9307e+06 759456 1.78769e+06 668097 381780 375033 threshold=3006.0949125000006 2869.3449000000005 2725.8677800000005 7.2786000000000008 176.74091250000004 1324.2200000000003 2682.0900000000006 309.41100000000012 543.00900000000013 1827.1555000000001 0 204.15015000000002 168.10617800000003 580.86400000000015 786.89439000000004 1292.0010000000002 1058.8682400000002 1493.1141200000004 745.82500000000016 1 1000.0509250000001 1888.1190000000004 148.53650000000002 385.09140000000008 2871.8940000000007 92.584500000000006 873.09500000000014 6.0700379999999994 487.67864000000003 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=2 8 9 4 -4 6 7 -5 -2 16 11 12 -11 14 28 -15 21 18 19 -18 -20 24 27 -24 26 -26 -1 -23 -12 right_child=1 -3 3 5 -6 -7 -8 -9 -10 10 13 -13 -14 15 -16 -17 17 -19 20 -21 -22 22 23 -25 25 -27 -28 -29 -30 leaf_value=-0.0022205694928839784 1.9194414012772698 -11.229911014556885 1.0512858015915445 3.139676987859938 15.469539714813232 8.2321171174049379 -11.537260049184162 -6.0156448713302613 -2.4073518639519103 1.0867029584420693 -1.1565933646026409 -2.0904878209431965 4.3442794379066019 1.4403672807693482 -4.1699963920994811 -1.8746133115768433 1.0187542944343668 4.5034089888948383 -0.55974435922172339 -0.048587300981211862 -3.0129474548671555 -0.05410098011295001 8.0542849407196044 0.23176339365817883 0.17666113608592265 -3.4763383447556273 0.29208226800119119 -1.3804424308328067 -2.5286266297764248 leaf_weight=360915 28 20 29 36 20 20 24 25 21 37 76 30 34 25 38 25 209 33 45 224 23 60 20 54 37 21 773 34 27 leaf_count=360915 28 20 29 36 20 20 24 25 21 37 76 30 34 25 38 25 209 33 45 224 23 60 20 54 37 21 773 34 27 internal_value=0 -3.20882 -0.000724365 1.23548 6.93629 -1.4249 -3.69714 -0.612504 0.0651014 -0.00124919 -0.685929 1.12792 2.64667 -1.61935 -2.23145 -0.217123 -0.00069759 0.497873 0.234035 0.489002 -1.3895 -0.00143322 0.734642 2.34596 -0.00177507 -1.14598 -0.00159159 -0.533842 -1.51625 internal_weight=0 69 362894 154 49 105 85 61 49 362740 292 101 71 191 141 50 362448 534 501 433 68 361914 168 74 361746 58 361688 94 103 internal_count=362963 69 362894 154 49 105 85 61 49 362740 292 101 71 191 141 50 362448 534 501 433 68 361914 168 74 361746 58 361688 94 103 cat_boundaries=0 1 2 cat_threshold=1306 3362 is_linear=0 shrinkage=0.01 Tree=709 num_leaves=28 num_cat=2 split_feature=16 15 3 5 0 12 0 9 13 0 25 1 3 3 1 9 1 8 1 25 26 3 3 12 3 14 5 split_gain=6.95874e+06 1.77591e+07 2.30756e+06 2.28913e+07 2.63094e+07 2.25817e+07 1.60839e+07 8.99722e+06 976694 955492 4.9494e+06 1.00566e+07 8.76832e+06 3.40319e+06 4.55972e+06 2.19272e+06 940152 1.59463e+06 935581 4.8556e+06 6.5782e+06 5.26494e+06 836185 832594 750101 746531 678853 threshold=3006.0949125000006 2869.3449000000005 2725.8677800000005 7.2786000000000008 374.34900000000005 1324.2200000000003 1117.6621800000003 148.55550000000002 1063.1169900000002 1884.2950000000003 0 2781.5828000000006 42.309000000000005 1118.1025000000002 442.05400000000003 1135.3321000000003 2781.5828000000006 35.514584500000005 678.28840000000002 1 2022.5000000000002 1890.7105500000002 648.27500000000009 2107.0655000000002 73.265300000000011 3182.0603000000006 278.16000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=2 8 9 4 -4 6 -5 -8 -2 16 12 13 -11 14 -12 22 18 24 23 20 -20 -21 -14 25 -18 -1 -25 right_child=1 -3 3 5 -6 -7 7 -9 -10 10 11 -13 15 -15 -16 -17 17 -19 19 21 -22 -23 -24 26 -26 -27 -28 leaf_value=-0.0014560132837545051 1.2369078930493058 -11.117611896991731 0.78174793177637558 1.0640813410587802 15.690429912567138 8.1497965755462651 -3.4312198511759444 -12.284741398204458 -1.6356129744052887 -6.7974609911441801 -0.00546337256143833 6.9343936561402826 -0.72099842128299529 2.2932697796821593 -3.9208307647705078 -2.9519077603022259 -1.1412459264082067 0.83889198368993312 1.9869856727949462 -0.36121106355992888 -0.062729291816552485 4.2935000885009762 1.9618970093360315 -0.43131969885392624 -3.5450110662551153 1.6314526494273118 -2.477245217613552 leaf_weight=360711 29 20 29 39 20 20 24 22 20 32 116 21 21 39 40 24 34 29 303 868 324 25 26 55 21 28 23 leaf_count=360711 29 20 29 39 20 20 24 22 20 32 116 21 21 39 40 24 34 29 303 868 324 25 26 55 21 28 23 internal_value=0 -3.17673 -0.000716854 1.22312 6.86692 -1.41065 -3.66017 -7.66551 0.0644504 -0.00123643 -0.548286 0.343331 -2.23448 -0.348869 -1.0094 -0.49264 -0.000754922 -1.05857 -0.000509691 0.247065 0.913238 -0.228343 0.763156 -0.00155264 -2.05905 -0.00132927 -1.03461 internal_weight=0 69 362894 154 49 105 85 46 49 362740 319 216 103 195 156 71 362421 84 362337 1520 627 893 47 360817 55 360739 78 internal_count=362963 69 362894 154 49 105 85 46 49 362740 319 216 103 195 156 71 362421 84 362337 1520 627 893 47 360817 55 360739 78 cat_boundaries=0 5 12 cat_threshold=32768 0 4096 0 4194304 137363968 33856 4432 1140916224 16384 0 4 is_linear=0 shrinkage=0.01 Tree=710 num_leaves=30 num_cat=4 split_feature=6 25 3 1 2 1 4 13 1 17 26 12 24 1 3 0 1 0 8 0 26 18 0 25 26 24 11 1 2 split_gain=1.96238e+06 2.85205e+07 6.43695e+07 2.51749e+07 5.66558e+06 2.18004e+07 5.13844e+06 3.6134e+06 3.669e+06 2.86395e+06 2.83369e+06 2.60005e+06 1.81038e+06 1.77254e+06 4.00907e+06 2.22013e+06 1.39342e+06 1.23742e+06 1.08246e+06 941202 775711 693629 643227 7.0759e+06 7.08037e+06 5.35609e+06 872588 1.29533e+06 685751 threshold=1529.30718 0 2725.8677800000005 2781.5828000000006 2682.0900000000006 2781.5828000000006 1292.0010000000002 1661.2684800000002 1461.4925000000003 18.716991000000004 2022.5000000000002 25.317000000000004 1 2781.5828000000006 1118.1025000000002 992.19979999999998 168.10617800000003 332.68500000000006 147.54559750000001 233.46861500000003 2022.5000000000002 3273.8635600000002 1117.6621800000003 2 2022.5000000000002 3 1670.1750000000002 962.58510000000012 1271.7445000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 left_child=4 2 11 7 13 6 10 8 9 12 -6 18 -3 21 15 20 -12 -11 -2 -13 -15 22 26 24 -24 -25 28 -28 -1 right_child=1 3 -4 -5 5 -7 -8 -9 -10 17 16 19 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 leaf_value=0.00010023057349645815 -0.81068401461062223 1.3216671535752036 -18.998291446979231 8.6438738663132124 3.4993945475185622 10.924678659853727 -4.1410271705280648 3.5476634860992431 -4.3402504777908328 -0.93885921593370114 -2.044813235739003 -1.2911071170460093 -0.48183190635126877 -2.8385196997902606 -4.7967594955444337 2.1236948506920426 1.5180048679170153 -4.1721302604675294 2.3703031387329103 -4.1842666344020678 -0.34837394993880699 1.3692038278966336 3.0692387688559974 -2.3088933995214562 -0.11773360956488675 0.13461876986171917 -0.34629070260915262 -2.7702036461463342 -0.44338578436299519 leaf_weight=361565 23 100 26 37 34 23 22 25 22 29 23 22 107 22 25 27 21 20 20 23 29 37 149 108 131 376 145 26 349 leaf_count=361565 23 100 26 37 34 23 22 25 22 29 23 22 107 22 25 27 21 20 20 23 29 37 149 108 131 376 145 26 349 internal_value=0 -0.65742 -4.75676 0.832483 0.00044116 2.14627 0.127242 -0.0939089 -0.421388 -0.0846112 1.33111 -1.08957 0.429995 -0.000285963 -1.31194 -0.195007 -0.344377 -2.25856 0.668845 -2.76983 -1.42255 8.63308e-05 -5.32792e-05 0.2898 1.52377 -0.446329 -0.000664869 -0.714839 -0.000327431 internal_weight=0 454 114 340 363112 123 100 303 278 256 78 88 207 362989 103 78 44 49 43 45 51 362886 362849 764 280 484 362085 171 361914 internal_count=363566 454 114 340 363112 123 100 303 278 256 78 88 207 362989 103 78 44 49 43 45 51 362886 362849 764 280 484 362085 171 361914 cat_boundaries=0 7 8 12 13 cat_threshold=0 0 4096 1073741824 4194304 0 128 437 134251008 0 4096 1073741824 266 is_linear=0 shrinkage=0.01 Tree=711 num_leaves=30 num_cat=3 split_feature=6 25 3 7 2 13 4 13 13 26 10 8 24 2 4 3 7 3 6 8 14 3 2 14 3 7 24 3 13 split_gain=1.92223e+06 2.79555e+07 6.30886e+07 3.58179e+07 5.55284e+06 1.53582e+07 9.2457e+06 4.30345e+06 3.7652e+06 3.34776e+06 2.12939e+06 2.13119e+06 1.9719e+06 1.35445e+06 1.08518e+06 886450 867852 2.62466e+06 1.28645e+06 649278 6.79892e+06 2.74301e+06 1.41129e+06 1.24456e+06 1.37326e+06 765340 1.72701e+06 963504 11824.8 threshold=1529.30718 0 2725.8677800000005 2822.9627650000007 2682.0900000000006 312.11975000000007 1292.0010000000002 1661.2684800000002 676.19050000000004 2022.5000000000002 270.74340000000007 1581.7937000000002 1 1271.7445000000002 588.42000000000019 13.843700000000002 2822.9627650000007 815.10500000000013 342.20000000000005 1017.6571000000002 1929.7000000000003 1890.7105500000002 354.40600000000001 1929.7000000000003 73.265300000000011 1131.6606400000003 2 2725.8677800000005 18.551250000000003 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=4 2 10 7 16 6 9 8 12 15 -2 -12 14 -14 -3 -6 19 18 -18 23 21 22 -21 25 28 27 -27 -1 -25 right_child=1 3 -4 -5 5 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 leaf_value=-0.00010920849599104246 0.9295413991176722 -0.43615297521032936 -18.808308630723221 10.918222064971925 5.4006590409712363 9.9124979082743323 -5.2197447967529298 3.6157856354890048 -3.4911511160198012 -0.10499249380988043 -3.7716290555681504 0.32044048690795895 0.31080613211089492 2.9972201173201856 -2.5188910569085015 2.5282883644104004 -1.1485854462654361 -4.0734585961841399 2.1044268741607666 -0.084488874280513229 5.3286555455496103 -3.1377567047119141 0.99684408050501494 -0.39131943450405682 -3.0384688649858749 0.6272230664502203 -0.85223632226599022 1.1649289256082456 -0.075251660466194151 leaf_weight=361775 33 82 26 32 22 21 22 27 38 37 35 20 102 23 36 21 31 21 20 394 26 25 174 29 28 103 272 71 20 leaf_count=361775 33 82 26 32 22 21 22 27 38 37 35 20 102 23 36 21 31 21 20 394 26 25 174 29 28 103 272 71 20 internal_value=0 -0.650661 -4.70919 0.824398 0.00043615 2.12481 0.521465 -0.197545 -0.56395 2.1003 -1.07867 -2.2836 -0.106199 0.745469 -0.987849 3.99787 -0.000283702 -1.09806 0.127106 -6.59116e-05 0.323527 0.104078 0.246765 -0.000618783 -1.27182 -0.000348553 -0.451878 0.000119391 -0.262312 internal_weight=0 454 114 340 363112 123 102 308 281 80 88 55 243 125 118 43 362989 72 51 362917 619 593 568 362298 77 362221 375 361846 49 internal_count=363566 454 114 340 363112 123 102 308 281 80 88 55 243 125 118 43 362989 72 51 362917 619 593 568 362298 77 362221 375 361846 49 cat_boundaries=0 7 8 9 cat_threshold=0 0 4096 1073741824 4194304 0 128 3586 1090 is_linear=0 shrinkage=0.01 Tree=712 num_leaves=41 num_cat=4 split_feature=5 25 3 6 2 0 16 13 25 26 3 0 4 2 19 6 4 12 9 5 6 25 7 5 5 7 17 7 3 11 0 25 1 3 7 3 5 3 2 4 split_gain=1.93547e+06 1.23878e+07 7.12688e+07 1.80503e+07 1.07361e+07 2.35863e+07 5.10823e+06 3.99935e+06 3.57657e+06 2.94873e+06 2.63331e+06 2.574e+06 2.38814e+06 2.24245e+06 1.58201e+06 1.40862e+06 894567 2.09496e+06 2.73696e+06 1.67945e+06 956360 2.40084e+06 4.90515e+06 4.58762e+06 2.28991e+06 1.55706e+06 1.37577e+06 1.26995e+06 897913 1.40138e+06 1.31055e+06 1.5339e+07 1.01461e+06 982163 837890 700278 619690 390607 283601 40438.5 threshold=1016.9325000000002 0 2725.8677800000005 2976.3936000000008 2682.0900000000006 1519.5755740000002 1927.9850000000004 855.90750000000014 1 2022.5000000000002 1282.3492500000004 561.94500000000005 1522.8167500000002 24.190470000000001 634.84518450000007 306.15750000000008 1888.1190000000004 187.20800000000003 119.5475 524.39625000000012 242.46475000000004 2 1538.3385000000001 384.24423250000001 723.78135000000009 712.24900000000014 10.132568500000001 610.83000000000004 1890.7105500000002 270.50080000000008 992.19979999999998 3 2781.5828000000006 2725.8677800000005 485.08750000000003 142.73850000000002 1312.9050000000002 166.37775000000002 300.34390000000008 2693.9010000000007 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=4 2 7 6 16 9 8 11 13 -6 14 34 -12 36 -10 -15 20 18 37 -19 28 22 24 -24 -22 27 -27 -23 30 33 32 -32 -1 -30 35 -2 -3 39 -39 -18 right_child=1 3 -4 -5 5 -7 -8 -9 10 -11 12 -13 -14 15 -16 -17 17 19 -20 -21 21 25 23 -25 -26 26 -28 -29 29 -31 31 -33 -34 -35 -36 -37 -38 38 -40 -41 leaf_value=-0.0018799572102538653 1.3958862296740213 1.5315228416522346 -16.678714695592081 6.7542673736963517 2.3332306241989138 10.875106941749308 4.2114782360076903 -3.3247367914517718 -0.52819243763447832 -1.7204786820160716 -0.86296085357666019 3.0412686713082451 -4.0055330350285487 -1.7486047384474013 2.2775376465207056 1.4254210388660431 -0.0080429530673556855 -0.98842347506320838 3.3854904009103777 -4.6608234305381773 0.2605233545127415 -0.0022831673151935644 7.2872482123374942 0.5951688875470843 1.7730835694464568 -0.31622677478327682 -2.0984534952044487 1.6570193379990599 -1.2843621627048212 -3.2112621507190524 3.8479258454279468 -0.25634204755559759 -1.5946185044050216 0.70409420925637944 -1.5216343291600547 -0.86868861371820627 3.6718593828139769 -2.2604906090497972 -0.57644575071334847 -0.46891631518349508 leaf_weight=357120 36 24 31 39 34 29 25 30 467 38 57 35 42 27 21 29 45 33 20 20 1550 2477 20 21 107 134 64 47 54 21 100 527 40 46 30 22 31 20 20 33 leaf_count=357120 36 24 31 39 34 29 25 30 467 38 57 35 42 27 21 29 45 33 20 20 1550 2477 20 21 107 134 64 47 54 21 100 527 40 46 30 22 31 20 20 33 internal_value=0 -0.452106 -2.70539 0.125847 0.000805282 3.26069 -0.229962 -0.0510194 -0.38904 0.193773 -0.697251 0.747448 -2.19617 1.19594 -0.407454 -0.104913 -0.000102942 -0.684291 -0.0352543 -2.37423 0.000257725 0.146453 0.440149 3.8596 0.358196 -0.0382324 -0.8923 0.0286151 -0.00154772 -0.862841 -0.00125644 0.455528 -0.00205834 -0.369672 -0.164867 0.53691 2.73789 -0.615042 -1.41847 -0.203028 internal_weight=0 946 184 762 362620 101 723 153 698 72 587 123 99 111 488 56 362519 191 138 53 362328 4420 1698 41 1657 2722 198 2524 357908 121 357787 627 357160 100 88 58 55 118 40 78 internal_count=363566 946 184 762 362620 101 723 153 698 72 587 123 99 111 488 56 362519 191 138 53 362328 4420 1698 41 1657 2722 198 2524 357908 121 357787 627 357160 100 88 58 55 118 40 78 cat_boundaries=0 7 14 20 24 cat_threshold=0 0 4096 1073741824 0 0 128 134217728 262208 64 65536 0 0 4 136414756 142639680 67633168 67108864 17664 16386 9437696 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=713 num_leaves=35 num_cat=2 split_feature=5 25 2 6 2 0 16 8 2 3 1 3 26 4 1 13 5 12 8 0 15 13 3 1 15 16 0 16 1 24 0 0 1 5 split_gain=1.89897e+06 1.35867e+07 6.88967e+07 2.27644e+07 1.10321e+07 2.26652e+07 5.19002e+06 4.48888e+06 3.33007e+06 3.81405e+06 3.17744e+06 2.8294e+06 2.44984e+06 1.47704e+06 5.16232e+06 1.37106e+06 1.21083e+06 1.00724e+06 796588 3.59478e+06 4.47472e+06 2.69536e+06 1.72493e+06 1.09241e+06 648932 562762 1.24631e+06 810872 2.05894e+06 539487 298510 203300 175466 97225.3 threshold=1146.4585000000004 0 2682.0900000000006 2976.3936000000008 2682.0900000000006 1519.5755740000002 1927.9850000000004 553.29950000000008 58.380000000000003 2725.8677800000005 289.85000000000008 428.36700000000008 2022.5000000000002 2693.9010000000007 1098.6214000000002 10.503750000000002 1312.9050000000002 150.96810000000002 1148.5039000000004 174.79296150000002 1020.6662500000001 515.09000000000003 274.86025000000006 248.93500000000003 39.46200000000001 1356.4225000000004 412.19925000000006 1188.6000000000001 106.67475000000003 1 23.800700000000003 15.5815 22.341000000000005 1561.8224400000001 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=4 2 7 6 13 12 8 10 11 16 33 24 -6 18 15 31 -10 -9 25 22 21 -21 23 -20 -3 27 30 29 -29 -1 -27 -15 -14 -2 right_child=1 3 -4 -5 5 -7 -8 17 9 -11 -12 -13 32 14 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31 -32 -33 -34 -35 leaf_value=-0.017639898489229113 0.75865151405334474 -0.12036082155208297 -16.852229630788166 7.8966148588392473 2.3098983251347263 10.766355613264546 4.1693634712219243 -0.28783063697814942 -1.9853425026266542 -5.2639523315429688 4.9206117196516557 4.0044722781181337 -2.0034452743530271 -0.36547701761623225 -5.7617444286346435 2.2118518714904787 -0.51166078244225455 -3.1160271574469176 -0.20307645888350132 1.8597413428467098 5.7815705178000716 -1.0605593181174735 -2.2461701898825797 1.8305544414520265 1.532775162237662 0.069328029786164938 -2.5073374565158573 -0.45552623462677005 3.5721246829899878 0.0082674358253350295 -1.0351510551571845 -1.6670775969028473 -0.67881007385253911 -0.17121514154517134 leaf_weight=120479 22 197 30 36 34 29 25 20 73 21 22 20 20 30 20 20 236 34 221 101 22 46 38 30 27 104 28 30 22 241434 32 20 20 23 leaf_count=120479 22 197 30 36 34 29 25 20 73 21 22 20 20 30 20 20 236 34 221 101 22 46 38 30 27 104 28 30 22 241434 32 20 20 23 internal_value=0 -0.491364 -3.08238 0.170621 0.000695316 3.27297 -0.290864 0.0768951 -0.485125 -1.14008 1.80606 0.400669 0.336371 -0.000234007 -1.28115 -0.000983215 -0.859812 -2.06855 8.39379e-05 0.416867 1.5754 0.945906 -0.260615 0.039987 0.0789011 -0.000443185 -0.586099 -0.000177835 1.24848 -0.000357243 -0.190549 -0.886117 -1.34113 0.283386 internal_weight=0 786 151 635 362780 103 599 121 574 330 67 244 74 362677 90 70 309 54 362587 458 169 147 289 251 224 362129 164 361965 52 361913 136 50 40 45 internal_count=363566 786 151 635 362780 103 599 121 574 330 67 244 74 362677 90 70 309 54 362587 458 169 147 289 251 224 362129 164 361965 52 361913 136 50 40 45 cat_boundaries=0 7 8 cat_threshold=0 0 4096 1073741824 0 0 128 2696 is_linear=0 shrinkage=0.01 Tree=714 num_leaves=33 num_cat=3 split_feature=6 25 3 7 2 1 4 13 13 26 12 24 0 1 7 0 0 1 7 0 15 0 11 7 2 26 6 25 3 19 14 11 split_gain=1.85262e+06 2.65401e+07 6.01208e+07 3.47564e+07 5.27272e+06 2.09892e+07 4.90259e+06 4.1883e+06 3.77244e+06 2.65411e+06 2.46277e+06 1.93632e+06 2.92363e+06 1.71779e+06 4.21982e+06 5.14261e+06 1.57369e+06 1.34761e+06 1.15698e+06 938451 862462 4.18231e+06 863022 876517 828534 691004 631295 1.88098e+06 1.0011e+06 229164 180435 17360.6 threshold=1529.30718 0 2725.8677800000005 2822.9627650000007 2682.0900000000006 2781.5828000000006 1292.0010000000002 1661.2684800000002 676.19050000000004 2022.5000000000002 25.317000000000004 1 202.20860250000001 2781.5828000000006 92.584500000000006 992.19979999999998 474.29950500000001 168.10617800000003 233.45214000000001 233.46861500000003 1947.7010000000002 70.708500000000001 2105.5980000000004 313.37825000000004 72.651050000000012 2022.5000000000002 242.46475000000004 2 2725.8677800000005 151.25000000000003 54.390000000000001 0.76171500000000014 decision_type=2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=4 2 10 7 13 6 9 8 11 -6 18 16 -13 20 15 25 -3 -11 -2 -12 22 29 26 30 -25 -15 28 -28 -1 31 -24 -22 right_child=1 3 -4 -5 5 -7 -8 -9 -10 17 19 12 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31 -32 -33 leaf_value=-0.0015642775556015209 -0.86690453487893804 -0.16165429520280394 -18.356257181901199 10.741427891552448 3.3637900052351108 10.684072338601819 -4.0797411077672789 3.5535871254294005 -3.499862295451917 -2.0284492559018346 -1.2074026879397306 -0.39569591354101136 2.7616366057700299 -3.0763395657746693 -4.1749576983907648 3.8675780531764032 -2.5392233142852785 1.4753211448306129 2.4217544708251952 -4.0963318733547043 0.13215903208805965 3.981895934074156 -0.42089111308256782 -0.1916089879898798 -2.7041053832599098 -0.59737044226039537 0.31378096895872937 -0.097846821249480687 1.2902475090026855 -1.2752889719876377 0.71437291395096547 -0.24952616117217324 leaf_weight=358168 23 73 26 32 34 23 22 27 38 23 22 78 47 23 34 24 45 21 20 23 26 31 42 21 35 22 2329 2109 60 22 21 22 leaf_count=358168 23 73 26 32 34 23 22 27 38 23 22 78 47 23 34 24 45 21 20 23 26 31 42 21 35 22 2329 2109 60 22 21 22 internal_value=0 -0.638767 -4.5931 0.798699 0.000433403 2.07053 0.0894197 -0.20838 -0.56985 1.26534 -1.04866 -0.111659 0.732834 -0.000268057 -1.2915 0.129332 -0.984889 -0.356195 0.662704 -2.68397 9.8441e-05 0.924049 -0.000158789 -0.851622 -1.76192 -1.8644 0.000120598 0.118656 -0.00134791 -0.43014 -0.0424698 -0.04278 internal_weight=0 454 114 340 363112 123 100 308 281 78 88 243 125 362989 103 69 118 44 43 45 362886 101 362785 119 56 45 362666 4438 358228 70 63 48 internal_count=363566 454 114 340 363112 123 100 308 281 78 88 243 125 362989 103 69 118 44 43 45 362886 101 362785 119 56 45 362666 4438 358228 70 63 48 cat_boundaries=0 7 8 15 cat_threshold=0 0 4096 1073741824 4194304 0 128 3586 144819236 142902848 528464 67108864 17664 16386 128 is_linear=0 shrinkage=0.01 Tree=715 num_leaves=25 num_cat=1 split_feature=0 8 2 12 26 12 9 18 5 8 2 15 2 18 18 20 0 0 25 19 7 0 0 2 split_gain=1.32892e+07 1.93208e+07 2.95773e+07 1.89706e+07 4.32808e+06 1.2555e+06 1.02346e+06 2.24093e+07 2.20137e+06 1.78197e+06 6.58642e+06 1.49649e+06 5.03469e+06 2.12733e+06 885257 2.14412e+06 2.02324e+06 706363 3.2864e+06 666425 526461 419144 396103 341704 threshold=2778.6210000000005 1973.6620000000003 2682.0900000000006 1324.2200000000003 2022.5000000000002 232.25300000000001 2854.0889000000006 174.87500000000003 842.25950000000023 2971.7767500000004 873.09500000000014 1947.7010000000002 466.01190000000003 833.30100000000004 1022.0625000000001 1116.9381800000003 887.79240000000016 286.09000000000009 0 213.05270000000004 313.37825000000004 13.740500000000003 11.321376000000003 673.68310000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=6 2 4 -3 23 -6 9 8 21 11 20 14 13 22 17 16 -16 19 -19 -1 -11 -8 -13 -2 right_child=1 3 -4 -5 5 -7 7 -9 -10 10 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.0019868887610267642 -4.4394025155000909 -3.3678118400573731 -13.570458240168435 10.405580108642578 1.1223067758119467 -1.9212524671139926 -0.8393232320702595 10.458464542388915 -3.3236725340520632 -0.44793106013330919 -6.2808325277056012 -0.47720256204190464 4.5141803443431856 2.5872474132884635 -0.58093541323856157 -2.8784885972397665 2.1550194947950305 0.38434567548457343 -0.12108824859272359 0.23232428862580232 1.6610233442783358 1.1400926475524902 -2.1346995544433596 -2.9071305084228518 leaf_weight=356274 43 20 28 20 33 23 23 20 34 29 21 46 32 22 211 35 31 2418 2731 1218 20 20 21 22 leaf_count=356274 43 20 28 20 33 23 23 20 34 29 21 46 32 22 211 35 31 2418 2731 1218 20 20 21 22 internal_value=0 -2.65196 -4.30857 3.51888 -2.16532 -0.127726 0.000392206 1.02744 -1.42217 0.000117843 -1.59524 0.000425455 1.11234 -0.110793 5.47334e-05 -0.56505 -0.230462 0.000486383 0.116778 -0.00118857 0.412867 0.0813353 -0.996717 -3.92079 internal_weight=0 189 149 40 121 56 363206 97 77 363109 70 363039 121 89 362918 277 242 362641 5149 357492 49 43 67 65 internal_count=363395 189 149 40 121 56 363206 97 77 363109 70 363039 121 89 362918 277 242 362641 5149 357492 49 43 67 65 cat_boundaries=0 6 cat_threshold=68453028 142607360 100667664 37814274 8454144 16514 is_linear=0 shrinkage=0.01 Tree=716 num_leaves=27 num_cat=1 split_feature=0 8 1 12 1 5 1 3 3 6 9 19 2 0 24 10 2 19 15 13 26 3 5 15 0 18 split_gain=1.30248e+07 1.89363e+07 4.56913e+07 1.85931e+07 4.11256e+06 6.08609e+06 1.87784e+06 6.61542e+06 9.97012e+06 3.67306e+06 1.68399e+07 1.22175e+06 2.05351e+06 1.34121e+06 2.94435e+06 2.73209e+06 1.80169e+06 1.63098e+06 4.96758e+06 1.0113e+06 716117 692292 487481 205974 136984 42497.1 threshold=2778.6210000000005 1973.6620000000003 2781.5828000000006 1324.2200000000003 255.76375000000002 59.779900000000005 2781.5828000000006 1890.7105500000002 543.62350000000004 2976.3936000000008 487.08190000000008 1916.2125000000003 422.31750000000005 992.19979999999998 0 76.117499999999993 624.21400000000006 1352.1000000000001 362.50000000000006 515.09000000000003 2022.5000000000002 112.56150000000001 342.68350000000004 337.08625000000001 267.54700000000008 53.445 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 4 -3 20 -6 9 8 21 11 22 13 23 17 16 -16 -15 19 -19 -1 -2 24 -11 25 -8 -13 right_child=1 3 -4 -5 5 -7 7 -9 -10 10 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.00037916911317339953 -0.73270291858249237 -3.3341337509155271 -15.294495422363282 10.301523975372316 -7.5735353081876582 -0.74103570990264422 -1.1161946610042026 -5.605848498521028 4.5129607963562011 -0.15641283029317857 8.9748432888031004 0.44800867250987458 -3.8117131805419922 -0.90413116807178429 1.3152708430494133 -0.19771907247303205 0.67774962795001492 -0.65711855305565736 5.2924227207639944 -0.29211091307348386 1.3788329276545295 -3.6667160053253172 -2.0685086917877196 -0.94472201185841709 -2.1378048049835932 -0.18817835807800293 leaf_weight=360767 36 20 30 20 22 32 35 27 33 40 25 21 22 216 380 174 108 36 23 1186 29 20 20 31 21 21 leaf_count=360767 36 20 30 20 22 32 35 27 33 40 25 21 22 216 380 174 108 36 23 1186 29 20 20 31 21 21 internal_value=0 -2.62545 -4.26548 3.4837 -1.48506 -3.52465 0.000388357 -1.17445 -0.0767645 0.000828432 2.07935 0.000341707 -1.13355 0.000638546 0.391007 0.825177 -0.365555 -0.000308228 1.66219 -0.000579224 0.209367 -2.06967 -0.793778 -0.326438 -1.4993 0.129915 internal_weight=0 189 149 40 119 54 363206 136 109 363070 85 362985 95 362890 878 554 324 362012 59 361953 65 76 60 73 56 42 internal_count=363395 189 149 40 119 54 363206 136 109 363070 85 362985 95 362890 878 554 324 362012 59 361953 65 76 60 73 56 42 cat_boundaries=0 1 cat_threshold=913 is_linear=0 shrinkage=0.01 Tree=717 num_leaves=24 num_cat=0 split_feature=1 12 4 2 6 9 2 8 5 5 5 19 2 15 18 2 6 5 6 2 21 8 4 split_gain=9.61632e+06 1.20575e+07 2.22527e+07 9.48836e+06 2.44164e+06 1.73772e+07 2.18568e+06 1.44083e+06 3.31951e+06 1.35474e+06 933632 758153 2.03925e+06 1.04298e+06 3.47831e+06 2.72622e+06 892651 2.32787e+06 686734 681827 267594 250792 164507 threshold=2781.5828000000006 1017.6685000000001 1522.8167500000002 2682.0900000000006 2976.3936000000008 1329.0550000000001 1107.4580000000003 2971.7767500000004 1908.1960000000001 553.36150000000009 9.1420000000000012 1916.2125000000003 673.68310000000008 1947.7010000000002 833.30100000000004 422.31750000000005 1937.6795000000002 1561.8224400000001 1529.30718 135.54850000000002 137.83500000000001 51.035765000000012 33.890000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 6 -4 7 9 19 11 22 10 -6 13 20 16 15 -15 18 -18 -1 -2 21 -13 -9 right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=-8.2657068443175283e-06 -1.466077251927606 3.0236328667231973 -4.8527407593727112 -14.476901441301619 -0.74025519788265226 9.6448270222118921 1.0930703699744997 -0.67300966644287119 -4.7547813515436079 -2.2704654566446938 2.0886246972084046 -0.31553743743896484 -3.7288793640136721 -0.99499878475742964 4.5320381207899612 3.1738324337913877 0.15141385082928641 3.44046448107119 -0.69313362480043539 -3.5336314001950355 -0.84401010967791079 1.1868377037048341 0.36575001093649095 leaf_weight=362549 58 35 20 21 28 21 31 30 21 30 20 25 20 62 22 21 106 27 143 22 32 20 31 leaf_count=362549 58 35 20 21 28 21 31 30 21 30 20 25 20 62 22 21 106 27 143 22 32 20 31 internal_value=0 -2.26807 -3.48656 -9.78219 0.000199681 1.57043 -1.16115 -0.000228436 -1.32564 -0.603444 0.438445 7.09462e-05 -0.883893 0.000307202 0.996813 0.0597657 1.88178e-05 0.819116 -0.000281547 -2.03465 -0.144935 0.352185 -0.145115 internal_weight=0 187 152 41 363208 99 111 363109 82 78 48 363027 97 362930 105 83 362825 133 362692 80 77 45 61 internal_count=363395 187 152 41 363208 99 111 363109 82 78 48 363027 97 362930 105 83 362825 133 362692 80 77 45 61 is_linear=0 shrinkage=0.01 Tree=718 num_leaves=27 num_cat=2 split_feature=0 8 1 12 1 5 1 6 6 1 6 0 0 0 4 25 24 1 9 1 6 2 26 13 6 0 split_gain=1.26798e+07 1.85846e+07 4.4454e+07 1.80722e+07 4.03567e+06 5.95829e+06 1.78559e+06 5.06172e+06 3.55488e+06 1.64193e+07 3.40768e+06 1.83435e+06 1.00134e+06 974625 3.97568e+06 5.32969e+06 1.01266e+07 2.49779e+06 1.1006e+06 2.03369e+06 1.17725e+06 5.58948e+06 699484 578740 571684 403344 threshold=2778.6210000000005 1973.6620000000003 2781.5828000000006 1324.2200000000003 255.76375000000002 59.779900000000005 2781.5828000000006 1529.30718 2976.3936000000008 555.56875000000014 487.67864000000003 22.611000000000004 19.000000000000004 1117.6621800000003 2693.9010000000007 0 1 1098.6214000000002 1972.2770000000003 962.58510000000012 1937.6795000000002 784.03650000000005 2022.5000000000002 483.56250000000006 1136.6981000000003 887.79240000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=6 2 4 -3 22 -6 8 10 13 12 11 -8 -10 18 15 16 -15 -17 20 24 23 -22 -2 -1 -20 -13 right_child=1 3 -4 -5 5 -7 7 -9 9 -11 -12 25 -14 14 -16 17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 leaf_value=0.00038805342273986662 -0.7252124214172363 -3.2599379158020021 -15.09382359568278 10.183334800720216 -7.4992426103895369 -0.73886089354753492 0.83928302273605815 -5.1133888604090769 0.49545629728672119 9.9689970283508291 3.5263975286483764 -2.9498547942062903 -2.1275639932805843 3.9266860819292497 -3.9171658288864863 0.04298333256594513 0.088294409865816242 -2.2699207108109087 -0.043998848802231726 -3.7614288584391278 -0.080700660140015368 5.6739492216564358 1.3616573797423264 -0.21413312641682367 -1.8689589443660919 -1.2671919473154205 leaf_weight=360766 36 20 30 20 22 32 33 26 43 20 20 29 22 101 21 345 193 54 94 21 86 21 29 1262 21 28 leaf_count=360766 36 20 30 20 22 32 33 26 43 20 20 29 22 101 21 345 193 54 94 21 86 21 29 1262 21 28 internal_value=0 -2.59044 -4.21518 3.4617 -1.47266 -3.49309 0.000389601 -1.14523 0.00081873 2.04563 -0.207299 -1.03701 -0.392335 0.000339899 0.369438 0.499335 1.49272 -0.263439 -0.000387558 -0.899809 -4.97794e-05 1.04872 0.205853 -0.00035975 -0.377252 -2.12328 internal_weight=0 189 149 40 119 54 363206 136 363070 85 110 90 65 362985 714 693 294 399 362271 136 362135 107 65 362028 115 57 internal_count=363395 189 149 40 119 54 363206 136 363070 85 110 90 65 362985 714 693 294 399 362271 136 362135 107 65 362028 115 57 cat_boundaries=0 3 4 cat_threshold=1081856 134479872 4096 2090 is_linear=0 shrinkage=0.01 Tree=719 num_leaves=31 num_cat=2 split_feature=0 19 8 3 4 26 12 15 3 13 8 11 24 5 2 6 12 0 21 2 0 25 16 19 3 6 0 7 15 8 split_gain=1.24275e+07 1.83444e+07 9.2554e+06 2.68167e+07 4.4771e+06 1.79861e+06 815142 804166 3.32074e+06 1.43282e+06 2.8716e+06 1.29958e+06 1.91173e+06 2.79908e+06 2.06444e+06 1.7648e+06 2.21803e+07 5.36692e+06 1.12539e+06 2.2482e+06 1.01399e+06 4.47166e+06 677139 559146 529613 390991 315159 288732 217053 153042 threshold=2778.6210000000005 85.626695000000026 1973.6620000000003 2725.8677800000005 106.484285 2022.5000000000002 77.002449999999996 1947.7010000000002 1493.1141200000004 1661.2684800000002 1.2246145000000002 1670.1750000000002 0 1146.4585000000004 1468.575 2976.3936000000008 16.245000000000001 17.804000000000006 704.21750000000009 310.92971250000005 992.19979999999998 1 745.82500000000016 218.88300000000001 815.10500000000013 551.27100000000007 346.24075000000011 313.37825000000004 2869.3449000000005 265.17450000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 -2 -6 11 9 10 28 15 14 22 24 18 17 -17 20 26 23 -22 29 -1 27 -12 -20 -13 -9 -14 right_child=1 -3 -4 -5 6 -7 -8 8 -10 -11 25 12 13 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00089733582118248624 -5.4202514713368526 6.4917240405082701 1.4010558522542318 -14.338249470392864 1.0029398262500764 -2.0074959933498628 -1.6948475048939387 2.0002308180021204 4.5297041149139403 2.2160121096097507 -1.3639385145681877 -0.062420294929195097 -0.46639414129157863 3.3017438626289368 -4.5614915344931868 1.1452835995920243 10.574998281478882 -5.0154499200674207 -0.11337186761069717 -2.8869994820692604 1.1149621118334545 -0.32044770476297013 -2.2281396071910859 0.20360277246334069 -2.3834126733696981 -3.1832725415910996 -1.4400588941574097 -1.5537353916168213 0.65415379352569569 0.52569255055292796 leaf_weight=360340 47 20 30 24 24 23 21 23 20 26 27 37 48 23 22 31 20 26 171 39 392 467 20 1342 23 21 20 20 25 23 leaf_count=360340 47 20 30 24 24 23 21 23 20 26 27 37 48 23 22 31 20 26 171 39 392 467 20 1342 23 21 20 20 25 23 internal_value=0 -2.56454 -3.63628 -4.72348 -2.71692 -4.29892 -0.256028 0.00038681 0.752778 0.13361 -0.430374 9.2538e-05 -0.775344 0.170011 -1.68353 0.000554148 1.51431 -1.66488 0.000232845 -0.699047 0.000676476 0.343843 -0.602844 -0.00013855 -1.10253 -2.1599 -0.252292 -0.585689 1.29915 -0.145014 internal_weight=0 189 169 139 115 70 45 363206 142 122 96 363064 216 114 102 362848 77 57 362771 230 362541 859 91 361682 80 48 191 57 48 71 internal_count=363395 189 169 139 115 70 45 363206 142 122 96 363064 216 114 102 362848 77 57 362771 230 362541 859 91 361682 80 48 191 57 48 71 cat_boundaries=0 1 6 cat_threshold=1054 1081856 134479872 4096 0 4194304 is_linear=0 shrinkage=0.01 Tree=720 num_leaves=24 num_cat=1 split_feature=4 10 3 3 0 3 3 0 5 3 26 21 5 3 0 25 9 14 3 9 18 8 8 split_gain=3.61435e+06 4.02062e+07 7.11853e+07 8.39902e+06 2.95641e+06 8.29941e+06 2.56261e+06 1.72832e+06 1.61147e+06 1.35057e+06 1.41758e+06 730015 846344 6.23012e+06 901861 2.3695e+06 3.31571e+06 1.92963e+06 664879 1.16699e+06 621508 647252 493662 threshold=2693.9010000000007 16.215000000000003 2725.8677800000005 2725.8677800000005 2778.6210000000005 1890.7105500000002 117.64300000000001 1117.6621800000003 152.04452500000002 7.9742500000000005 2022.5000000000002 2307.6750000000006 2871.8940000000007 1282.3492500000004 561.94500000000005 0 1022.5259020000002 1061.9390000000003 109.51753000000001 26.423720000000003 3273.8635600000002 1350.3896175000002 1.2246145000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=4 2 6 7 11 8 -2 -3 9 10 -6 12 14 18 20 17 -17 -16 19 -14 21 -1 -13 right_child=1 3 -4 -5 5 -7 -8 -9 -10 -11 -12 22 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.00062591215586099312 -1.2356086646791162 0.18471903483072918 21.735104890303177 -7.9897362082345147 0.6827596647089178 -6.9417190452243975 2.7115827547876461 -3.3862418815364008 1.5792828894430591 -3.2848679020291285 -2.3385587455828984 -0.26423951506614685 0.12546281599229381 5.607932587536899 -0.57180034719049888 0.024698746527154342 2.4503683169682824 1.1709125380017864 0.9903135802529075 -2.9728362383842466 1.5770192873001099 -0.47695713793727712 -2.459480592250824 leaf_weight=359777 29 33 22 28 44 23 38 23 31 21 24 21 31 22 1229 927 60 67 22 20 25 284 20 leaf_count=359777 29 33 22 28 44 23 38 23 31 21 24 21 31 22 1229 927 60 67 22 20 25 284 20 internal_value=0 1.44439 6.12786 -3.51786 -0.00136807 -1.43894 1.0031 -1.28193 -0.384237 -1.06816 -0.383588 -0.000800982 -0.000650054 0.943095 -0.00089747 -0.199025 0.170429 -0.478018 -0.462746 -1.08956 0.000358688 0.000249216 -1.33509 internal_weight=0 173 89 84 362648 143 67 56 120 89 68 362505 362464 95 362369 2283 987 1296 73 51 360086 360061 41 internal_count=362821 173 89 84 362648 143 67 56 120 89 68 362505 362464 95 362369 2283 987 1296 73 51 360086 360061 41 cat_boundaries=0 7 cat_threshold=144753152 1073840224 67112977 1108344864 4196352 0 128 is_linear=0 shrinkage=0.01 Tree=721 num_leaves=30 num_cat=1 split_feature=13 19 0 4 2 6 2 5 3 1 24 5 6 5 1 1 3 0 0 0 1 5 3 14 4 3 0 3 26 split_gain=3.81819e+06 9.28177e+06 1.52862e+07 8.90378e+06 3.21622e+07 5.06357e+06 4.75109e+06 3.95732e+06 2.44147e+06 1.0471e+07 4.32369e+06 4.78062e+06 6.73324e+06 3.74129e+06 2.5946e+06 2.27874e+06 6.87803e+06 3.81899e+06 1.2982e+06 1.17198e+06 4.31571e+06 6.21794e+06 1.15444e+06 5.17771e+06 1.0642e+06 749259 524457 333873 61039.3 threshold=3214.9168000000004 302.73810000000009 1117.6621800000003 2693.9010000000007 2682.0900000000006 293.37750000000005 1271.7445000000002 127.44950000000001 1890.7105500000002 2781.5828000000006 0 268.69000000000005 1136.6981000000003 923.46450000000016 176.74091250000004 2781.5828000000006 543.62350000000004 1519.5755740000002 887.79240000000016 2778.6210000000005 133.85250000000005 53.965000000000011 1493.1141200000004 737.78380000000004 172.56650000000002 815.10500000000013 137.52300000000002 153.04650000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 27 8 5 7 -7 -5 15 10 13 24 -13 14 -10 19 17 26 -15 22 28 -22 25 -24 -12 -1 -17 -2 -21 right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 11 12 -14 18 -16 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=-0.00031234263924060501 -0.057545503561313334 3.398844322536303 -11.276690109252929 0.084798390933445517 10.829883322579519 -4.3311403668893353 1.3120104125976562 5.6609280600547791 -2.0274720724769262 -7.1142562339782716 -1.1486950277473968 6.9458618002671457 -0.77186509370803835 -2.4577119518461683 1.6155492625517005 -0.28573935286204022 5.9329521163381065 3.5355292534828187 -6.0176193256378179 0.96156042098999028 -7.1965808582305906 0.50751050420850519 0.16484107888263203 5.609152357578278 1.387183419103208 -0.31278687749324446 -2.1261520968726835 -1.7761177432537079 0.31594505248246374 leaf_weight=361167 26 23 20 35 35 37 25 20 46 25 59 26 20 21 34 30 26 23 20 32 22 20 138 20 23 769 32 20 27 leaf_count=361167 26 23 20 35 35 37 25 20 46 25 59 26 20 21 34 30 26 23 20 32 22 20 138 20 23 769 32 20 27 internal_value=0 -2.07167 -3.97807 -0.000163777 2.41961 -0.0962857 -2.05568 2.11248 -0.00117819 -0.944775 -0.32535 0.936865 3.59033 -1.60534 -0.479188 -0.000464577 1.43212 0.0553897 -4.19425 -0.000903613 -1.07796 -3.52797 -0.000603185 0.853994 -0.437412 -0.000976253 -1.23563 -0.804751 0.666109 internal_weight=0 89 66 362732 152 117 62 55 362580 274 249 128 46 121 80 362306 111 85 41 362195 101 42 362094 158 82 361936 62 46 59 internal_count=362821 89 66 362732 152 117 62 55 362580 274 249 128 46 121 80 362306 111 85 41 362195 101 42 362094 158 82 361936 62 46 59 cat_boundaries=0 1 cat_threshold=1417 is_linear=0 shrinkage=0.01 Tree=722 num_leaves=27 num_cat=0 split_feature=13 19 0 4 2 6 2 5 3 1 13 10 2 1 3 0 6 0 1 5 3 10 10 0 3 26 split_gain=3.74221e+06 9.09706e+06 1.4982e+07 8.7266e+06 3.15222e+07 4.96281e+06 4.65654e+06 3.87857e+06 2.39289e+06 1.02626e+07 2.27052e+06 2.61123e+06 4.65198e+06 2.23339e+06 6.74115e+06 3.74299e+06 2.22078e+06 1.14866e+06 4.22983e+06 6.0942e+06 1.13146e+06 5.16914e+06 1.60905e+06 514020 327229 59824.6 threshold=3214.9168000000004 302.73810000000009 1117.6621800000003 2693.9010000000007 2682.0900000000006 293.37750000000005 1271.7445000000002 127.44950000000001 1890.7105500000002 2781.5828000000006 724.06940000000009 56.04890000000001 723.85250000000008 2781.5828000000006 543.62350000000004 1519.5755740000002 249.52500000000001 2778.6210000000005 133.85250000000005 53.965000000000011 1493.1141200000004 856.19400000000007 3056.7500000000005 137.52300000000002 153.04650000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 24 8 5 7 -7 -5 13 10 11 16 -13 17 15 23 -10 20 25 -20 22 -22 -1 -15 -2 -19 right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 14 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.0007448199713552616 -0.056970076010777401 3.3648557082466461 -11.163923334598541 0.083950395141329098 10.721584468296596 -4.2878289614819192 1.2988902954101562 5.604318688392639 0.11474438336857577 -7.0431136566162102 -2.6833135375976567 4.2551116629207835 -1.4951551671822867 -0.28288202222188313 5.873622576090006 3.500174178455187 -2.5751643512362525 0.95194468736648563 -7.1246151577342642 0.50243529044091706 0.15687209951704825 5.5966725599765779 -2.0065045709609985 -2.1048905842006205 -1.7583566279411316 0.31278564620901039 leaf_weight=361896 26 23 20 35 35 37 25 20 114 25 35 34 24 30 26 23 42 32 22 20 138 20 40 32 20 27 leaf_count=361896 26 23 20 35 35 37 25 20 114 25 35 34 24 30 26 23 42 32 22 20 138 20 40 32 20 27 internal_value=0 -2.05096 -3.93829 -0.000162139 2.39541 -0.0953229 -2.03512 2.09136 -0.00116641 -0.935328 -0.322096 0.0640842 1.87569 -0.000459931 1.41779 0.0548358 -0.609462 -0.000894577 -1.06718 -3.49269 -0.000597154 0.845454 -0.00096649 -1.22327 -0.796703 0.659448 internal_weight=0 89 66 362732 152 117 62 55 362580 274 249 214 58 362306 111 85 156 362195 101 42 362094 158 361936 62 46 59 internal_count=362821 89 66 362732 152 117 62 55 362580 274 249 214 58 362306 111 85 156 362195 101 42 362094 158 361936 62 46 59 is_linear=0 shrinkage=0.01 Tree=723 num_leaves=26 num_cat=2 split_feature=4 16 2 19 6 7 2 0 2 6 7 2 21 5 3 11 0 25 9 14 0 25 2 17 6 split_gain=3.39361e+06 2.84082e+07 5.61899e+07 2.31242e+07 9.67866e+06 4.61839e+06 4.25422e+06 2.82355e+06 8.97612e+06 1.60952e+06 1.1632e+06 733145 716093 828435 6.11601e+06 1.01871e+06 877904 2.33261e+06 3.27322e+06 1.89143e+06 597647 1.76945e+06 566804 389263 232003 threshold=2693.9010000000007 85.19850000000001 2682.0900000000006 119.32750000000001 293.37750000000005 1306.1250000000002 83.206000000000003 2778.6210000000005 2682.0900000000006 814.10926000000006 29.384150000000005 275.80000000000001 2307.6750000000006 2871.8940000000007 1282.3492500000004 270.50080000000008 561.94500000000005 0 1022.5259020000002 1061.9390000000003 3.3935000000000004 1 967.39580000000012 1071.2935000000002 4.8367500000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 left_child=7 2 4 -3 6 -6 -2 12 9 10 11 -9 13 16 15 24 20 19 -19 -18 22 -22 -1 -14 -15 right_child=1 3 -4 -5 5 -7 -8 8 -10 -11 -12 -13 23 14 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.0041002057957128012 0.47671036758593155 -13.510389558792115 14.777386357924518 1.1920276677090189 -0.3824000091552735 -6.591547640924869 6.5153147164583212 -0.88502037540558842 -7.4449646365926379 2.2271365389823914 -3.037693017601967 1.3168464355468752 -0.37137603220485504 -0.27012484550476074 5.5550024257193913 -2.3828552722930909 -0.56601199666655 0.025419865891642815 2.4354954586029054 1.1593649036114786 0.55665879365562498 0.026698558916544882 -0.40560297394340689 -2.3207206840515138 1.0825720814296178 leaf_weight=313874 28 20 34 23 25 23 20 62 21 20 20 20 21 32 22 20 1229 927 60 67 629 45231 352 20 21 leaf_count=313874 28 20 34 23 25 23 20 62 21 20 20 20 21 32 22 20 1229 927 60 67 629 45231 352 20 21 internal_value=0 1.39959 3.73015 -5.64631 -0.182411 -3.35762 2.9928 -0.00132653 -1.40622 -0.366766 -0.875374 -0.34798 -0.00077233 -0.000622848 0.933084 -0.459823 -0.000867632 -0.196346 0.170205 -0.473163 0.000371729 0.0340945 -0.00454997 -1.32228 0.265849 internal_weight=0 173 130 43 96 48 48 362648 143 122 102 82 362505 362464 95 73 362369 2283 987 1296 360086 45860 314226 41 53 internal_count=362821 173 130 43 96 48 48 362648 143 122 102 82 362505 362464 95 73 362369 2283 987 1296 360086 45860 314226 41 53 cat_boundaries=0 7 13 cat_threshold=144753152 1073840224 67112977 1108344864 4196352 0 128 8388608 0 67108864 4194304 512 18432 is_linear=0 shrinkage=0.01 Tree=724 num_leaves=26 num_cat=1 split_feature=4 16 2 19 6 1 0 2 3 1 4 8 21 5 3 11 0 24 14 4 18 8 8 6 26 split_gain=3.32607e+06 2.78429e+07 5.50717e+07 2.2664e+07 9.48605e+06 4.77939e+06 2.76736e+06 8.79749e+06 2.47916e+06 2.04276e+06 4.57374e+06 1.27161e+06 701843 811949 5.9943e+06 998437 860435 2.17205e+06 4.13086e+06 2.27593e+06 595332 633711 476980 227387 187103 threshold=2693.9010000000007 85.19850000000001 2682.0900000000006 119.32750000000001 293.37750000000005 74.69250000000001 2778.6210000000005 2682.0900000000006 1282.3492500000004 3.3143000000000007 140.94445500000003 613.57500000000016 2307.6750000000006 2871.8940000000007 1282.3492500000004 270.50080000000008 561.94500000000005 0 1182.8200000000004 1116.5450000000003 3273.8635600000002 1350.3896175000002 1.2246145000000002 4.8367500000000012 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=6 2 4 -3 5 -2 12 9 -6 24 -11 -12 13 16 15 23 20 18 -18 -19 21 -1 -14 -15 -8 right_child=1 3 -4 -5 8 -7 7 -9 -10 10 11 -13 22 14 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.00063376629602296874 0.060247847563945335 -13.375285772323609 14.629612633200253 1.1801071667671204 -1.1441966220855713 6.3932361805709927 1.651906702677409 -7.3705151162828715 -5.6934358480702283 -4.4299600694974268 2.5183045902252199 -1.0476632351875306 -0.25645280730156672 -0.26742358908057212 5.4994525569135488 -2.3590268168449402 0.01902106640501967 -0.6337758776412924 3.5601056615044087 0.85807210784042842 1.54346974067688 -0.47192707303544168 -2.4142833719253538 1.0717464029221306 0.43776169920509511 leaf_weight=359777 26 20 34 23 25 22 30 21 23 30 20 20 21 32 22 20 1060 1076 34 113 25 284 20 21 22 leaf_count=359777 26 20 34 23 25 22 30 21 23 30 20 20 21 32 22 20 1060 1076 34 113 25 284 20 21 22 internal_value=0 1.38559 3.69285 -5.58984 -0.180586 2.96287 -0.0013131 -1.39216 -3.32404 -0.363098 -1.47837 0.735321 -0.000764446 -0.000616459 0.923753 -0.455225 -0.000858795 -0.194382 0.127904 -0.48789 0.000368173 0.000261031 -1.30905 0.263191 1.13823 internal_weight=0 173 130 43 96 48 362648 143 48 122 70 40 362505 362464 95 73 362369 2283 1094 1189 360086 360061 41 53 52 internal_count=362821 173 130 43 96 48 362648 143 48 122 70 40 362505 362464 95 73 362369 2283 1094 1189 360086 360061 41 53 52 cat_boundaries=0 1 cat_threshold=2156 is_linear=0 shrinkage=0.01 Tree=725 num_leaves=24 num_cat=0 split_feature=16 21 3 4 2 12 3 6 2 3 9 4 19 6 2 8 7 6 18 9 7 21 26 split_gain=2.04989e+06 1.12275e+07 1.19886e+07 3.94595e+06 2.51581e+07 4.28843e+06 4.08497e+06 3.4924e+06 1.94267e+06 7.03759e+06 2.67186e+06 3.26593e+06 1.02288e+06 1.61404e+06 5.44816e+06 3.14829e+06 1.84321e+06 1.44514e+06 884430 664626 490027 269177 148836 threshold=3006.0949125000006 150.57000000000002 250.65000000000003 2693.9010000000007 2682.0900000000006 28.875177000000004 991.56000000000017 137.52500000000001 2682.0900000000006 1890.7105500000002 26.423720000000003 93.591000000000008 1916.2125000000003 1937.6795000000002 723.85250000000008 311.75250000000005 420.97500000000008 420.87650000000008 3273.8635600000002 438.06825000000003 998.30500000000018 7.3653500000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 8 5 7 -7 -5 12 10 11 22 13 18 16 -16 -15 21 19 -1 -12 -14 -10 right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 20 -13 17 14 15 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=6.7631634022688073e-05 -0.073226552627704763 4.5257186927795408 -10.288162080764771 -1.1198695985629008 9.2001226896398212 0.067381113370259607 -5.7671246194839476 3.1689264163455451 0.028410466512044274 -6.1084616746505107 -1.1354119713604451 4.0957891215448798 0.43224989080429077 0.65437736808583979 6.3566513252258305 1.7056272366989489 -1.7153623523161963 -3.0616247422878557 1.8800102588653564 -0.18327955552479872 -3.3490679225921633 -0.91884405177215045 -1.0544761870124124 leaf_weight=360583 27 20 20 39 34 24 24 37 30 24 20 23 30 89 22 43 52 26 25 1988 20 29 22 leaf_count=360583 27 20 20 39 34 24 24 37 30 24 20 23 30 89 22 43 52 26 25 1988 20 29 22 internal_value=0 -1.74964 -4.42001 -0.000327313 1.57966 -0.509826 -2.84987 0.968097 -0.00101497 -1.18299 -0.155066 0.958093 -0.000562227 -0.000305245 0.884607 3.27982 -0.219569 -1.09743 -0.000807987 -0.000937673 -2.24224 -0.231847 -0.429734 internal_weight=0 67 47 363184 158 124 48 76 363026 139 115 75 362887 362802 206 65 141 85 362596 362571 40 59 52 internal_count=363251 67 47 363184 158 124 48 76 363026 139 115 75 362887 362802 206 65 141 85 362596 362571 40 59 52 is_linear=0 shrinkage=0.01 Tree=726 num_leaves=24 num_cat=0 split_feature=16 21 1 4 2 0 12 5 2 1 9 0 1 1 26 3 8 11 0 21 3 18 0 split_gain=2.0091e+06 1.10041e+07 1.17849e+07 3.86742e+06 2.46574e+07 5.95947e+06 3.1528e+06 7.31614e+06 1.90401e+06 8.77871e+06 4.73346e+06 2.81493e+06 1.49137e+06 1.42515e+06 3.26782e+06 6.16189e+06 2.29082e+06 1.27469e+06 5.15584e+06 790519 2.07507e+06 1.08792e+06 411138 threshold=3006.0949125000006 150.57000000000002 42.924500000000009 2693.9010000000007 2682.0900000000006 2778.6210000000005 28.875177000000004 470.72165250000006 2682.0900000000006 1892.2623000000001 26.423720000000003 190.45082400000004 11.926500000000003 2781.5828000000006 2022.5000000000002 648.27500000000009 9.3820000000000032 3182.0603000000006 73.516000000000005 732.46910750000018 373.20250000000004 3273.8635600000002 747.41500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 8 5 6 7 -5 13 10 11 12 -10 17 15 -15 -16 19 -19 21 -21 -1 -12 right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 22 -13 -14 14 16 -17 -18 18 -20 20 -22 -23 -24 leaf_value=-0.00091090676743459814 -0.066108446386125355 4.4804613151550292 -10.193901252627372 -0.95838817202127902 9.1081217014088356 -5.2251601643995809 -1.86709917333391 5.8133309798770485 2.0089678339604977 -5.8618760644235923 -1.4748612286075951 4.9551125068664552 -1.5938740634918214 0.3191129419382881 -2.6451088092945243 7.3143015804290767 1.1858105605357403 -0.8345163622323204 5.5641910967826851 -0.20707125570881302 -2.9984347714147259 2.2752464812142508 -3.478231300626482 leaf_weight=362474 27 20 20 39 34 22 36 27 27 31 20 20 20 34 27 20 37 34 20 189 31 21 21 leaf_count=362474 27 20 20 39 34 22 36 27 27 31 20 20 20 34 27 20 37 34 20 189 31 21 21 internal_value=0 -1.73215 -4.37581 -0.00032404 1.56386 -0.504728 0.513404 1.81186 -0.00100482 -1.17116 0.175248 1.81294 0.475844 -0.000556605 1.09825 2.90992 -0.430359 -0.000914018 1.53538 -0.00114274 -0.6004 -0.000779045 -2.50098 internal_weight=0 67 47 363184 158 124 102 66 363026 139 108 67 47 362887 118 54 64 362769 54 362715 220 362495 41 internal_count=363251 67 47 363184 158 124 102 66 363026 139 108 67 47 362887 118 54 64 362769 54 362715 220 362495 41 is_linear=0 shrinkage=0.01 Tree=727 num_leaves=25 num_cat=0 split_feature=16 20 2 4 2 1 1 2 1 9 1 26 3 8 1 11 5 19 5 2 18 11 8 26 split_gain=1.96912e+06 6.49854e+06 8.67298e+06 3.79046e+06 2.41668e+07 5.67496e+06 1.00005e+07 1.86612e+06 8.60402e+06 4.63926e+06 1.39679e+06 3.20279e+06 6.03927e+06 2.24524e+06 1.26817e+06 1.24932e+06 3.31259e+06 833298 1.76669e+06 697115 597849 287782 186168 11967.6 threshold=3006.0949125000006 1404.0075000000002 100.21350000000002 2693.9010000000007 2682.0900000000006 1892.2623000000001 631.04475000000014 2682.0900000000006 1892.2623000000001 26.423720000000003 2781.5828000000006 2022.5000000000002 648.27500000000009 9.3820000000000032 555.56875000000014 3182.0603000000006 492.24500000000006 1916.2125000000003 194.43750000000003 258.87100000000004 3273.8635600000002 494.63774999999993 14.450258500000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 7 5 6 19 10 9 14 15 12 -12 -13 23 17 -17 20 -19 22 -1 -11 -5 -9 right_child=1 -3 -4 4 -6 -7 -8 8 -10 21 11 13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.0010120531294494845 -0.049254428104118064 3.0594187068939211 -8.7375848464965813 -0.89584002556339382 9.0170408495734726 -4.1270318426191803 6.8242984036036898 1.0603475786292034 -5.8032572937011722 -3.3344567250013353 0.31592200251186597 -2.6186577023400202 7.2411585426330571 1.1739524959873509 3.9038531379699708 -0.45576356192429862 4.6248265482698168 0.079995761805889659 -3.0462982231378555 -2.6133819286823274 1.5773424033323924 -1.6583592871257238 0.34164977645874023 0.74113247950871786 leaf_weight=362612 27 20 20 31 34 32 21 23 31 20 34 27 20 37 20 33 21 51 28 20 24 21 20 24 leaf_count=362612 27 20 20 31 34 32 21 23 31 20 34 27 20 37 20 33 21 51 28 20 24 21 20 24 internal_value=0 -1.71482 -3.74642 -0.0003208 1.54822 -0.499681 0.762006 -0.000994772 -1.15945 0.173496 -0.000551039 1.08726 2.88082 -0.426055 1.79481 -0.000904878 1.52002 -0.00113131 -1.02806 -1.03107 -0.000907594 -2.47597 -0.41055 0.897344 internal_weight=0 67 47 363184 158 124 92 363026 139 108 362887 118 54 64 67 362769 54 362715 79 71 362636 41 51 47 internal_count=363251 67 47 363184 158 124 92 363026 139 108 362887 118 54 64 67 362769 54 362715 79 71 362636 41 51 47 is_linear=0 shrinkage=0.01 Tree=728 num_leaves=33 num_cat=3 split_feature=16 21 3 3 12 2 2 5 2 2 1 24 11 8 5 1 1 25 8 3 12 17 12 3 8 8 5 3 3 25 9 5 split_gain=1.92993e+06 1.06811e+07 1.14894e+07 3.18506e+06 3.09709e+07 6.72506e+07 2.4039e+07 2.12283e+06 820766 662774 4.63641e+06 2.68769e+06 6.6832e+06 1.68915e+06 1.56766e+06 1.71383e+06 1.13943e+06 8.21879e+06 1.77077e+07 9.33957e+06 4.37762e+06 5.87809e+06 2.56125e+06 1.65752e+06 2.33321e+06 876031 826173 733179 618192 2.69581e+06 562560 483449 threshold=3006.0949125000006 150.57000000000002 250.65000000000003 2725.8677800000005 85.709000000000017 1468.575 2682.0900000000006 367.52900000000005 164.88500000000002 1468.575 2781.5828000000006 0 12.330000000000002 761.67400000000009 342.68350000000004 367.00000000000006 1098.6214000000002 1 9.1315155000000008 117.64300000000001 1132.9885000000002 222.489 219.06800000000001 1890.7105500000002 147.54559750000001 613.57500000000016 278.16000000000003 481.20000000000005 306.80800000000005 2 522.00500000000011 252.1095 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=3 2 -2 9 6 -6 7 8 -5 16 11 12 27 -14 15 -13 23 18 19 -18 22 -22 -19 28 31 -16 -20 -11 30 -30 -1 -25 right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 -12 14 13 -15 25 -17 17 20 26 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31 -32 -33 leaf_value=-0.0015265634048568224 -0.046918990612030032 4.4230766596794124 -10.046949380397797 0.73635832556362812 -2.327122574205752 21.533253015790667 -10.8700998618386 2.8350898176251036 -1.7636581206321718 -0.91354062656561541 -3.8756912204197476 -0.67748608449949843 6.3321459261576329 2.4486316381891569 -2.3194688211381438 1.3733323090651939 3.2639782054607687 -0.010308451450210277 -2.5429795510768889 11.914774127006531 5.848645638057163 -0.82260023345947264 -1.8117841227764779 -0.78417881267015321 -3.4691019347219756 -0.61485855058619854 0.063923317078621159 1.1723490420254794 0.61643113918598158 -0.020703366625491496 -0.22874222182562234 1.0977198739051819 leaf_weight=356890 27 20 20 29 27 21 22 33 24 72 35 137 21 24 64 58 26 492 20 24 28 25 94 43 33 57 31 22 855 2864 1093 20 leaf_count=356890 27 20 20 29 27 21 22 33 24 72 35 137 21 24 64 58 26 492 20 24 28 25 94 43 33 57 31 22 855 2864 1093 20 internal_value=0 -1.69768 -4.30225 -0.000317591 1.42826 8.11179 -1.5422 0.844007 -0.395725 -0.000931478 -0.36846 -0.0986732 1.01852 4.26094 -0.603237 -0.0674991 -0.000434732 0.391564 2.90036 7.41636 -0.0495877 2.70183 -0.299282 -0.0012365 -1.31506 -1.51647 -0.958392 -0.425354 -0.0008878 0.127376 -0.0022203 -0.186751 internal_weight=0 67 47 363184 156 48 108 86 53 363028 490 455 139 45 316 195 362538 740 101 50 639 53 586 361798 96 121 51 94 361702 3719 357983 63 internal_count=363251 67 47 363184 156 48 108 86 53 363028 490 455 139 45 316 195 362538 740 101 50 639 53 586 361798 96 121 51 94 361702 3719 357983 63 cat_boundaries=0 1 4 10 cat_threshold=3139 1048576 0 320 2179104 1207960576 201854992 1073741824 8455168 16384 is_linear=0 shrinkage=0.01 Tree=729 num_leaves=25 num_cat=0 split_feature=14 1 4 2 1 1 18 2 20 11 0 3 1 5 2 3 1 4 0 12 5 20 5 18 split_gain=1.59413e+06 7.40182e+06 4.02161e+06 2.28084e+07 4.58843e+06 9.6666e+06 1.16674e+06 1.90843e+06 1.45524e+06 4.49805e+06 1.22528e+06 5.11933e+06 6.18665e+06 1.0812e+06 982405 795701 4.50109e+06 839722 706492 606487 436777 57194.4 52536.6 11433.2 threshold=3182.0603000000006 1461.4925000000003 2693.9010000000007 2682.0900000000006 1892.2623000000001 631.04475000000014 1530.3410000000001 3.9852500000000002 1925.7125000000003 114.40700000000002 2778.6210000000005 1890.7105500000002 354.74564000000004 1312.9050000000002 49.227000000000011 306.80800000000005 2781.5828000000006 1116.5450000000003 332.68500000000006 477.24825000000004 34.432500000000005 130.17950000000002 3.4050000000000007 2222.2060000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 6 4 5 18 8 20 10 -10 15 12 -12 19 -2 17 -17 -1 22 -9 21 23 -4 -8 right_child=1 -3 3 -5 -6 -7 7 13 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.0016939089697377235 -0.58662934295833113 -6.6584437084198003 -0.59954005355834961 8.9870465688994425 -3.6326965597271919 6.7202259318033848 -0.23253465515595895 -2.3443888239238571 -0.69695589330888563 5.3858117995262154 -2.0821067177573078 -5.6259149627685545 2.7736632075093008 -3.8980163105674412 2.2386210708618166 0.10410968228192509 3.5170229611029993 -0.51579311739723632 -2.4063025205334028 0.0061288057054792134 1.3882119059562683 -0.7084072843464938 0.078929257619948623 0.074571199091998011 leaf_weight=358110 32 20 25 33 32 21 27 23 31 20 65 20 44 23 20 4218 39 318 24 21 20 22 21 22 leaf_count=358110 32 20 25 33 32 21 27 23 31 20 65 20 44 23 20 4218 39 318 24 21 20 22 21 22 internal_value=0 -1.48845 -0.00032923 1.60493 -0.375641 0.769698 -0.00101905 -0.86016 -0.000644959 1.68844 -0.00088239 -0.975303 -0.121979 -2.14099 0.500005 -0.000535808 0.135377 -0.00215002 -1.01546 -1.22255 0.0828726 -0.284829 -0.289804 -0.0946504 internal_weight=0 72 363179 156 123 91 363023 158 362865 51 362814 129 109 67 52 362685 4257 358428 70 44 91 71 46 49 internal_count=363251 72 363179 156 123 91 363023 158 362865 51 362814 129 109 67 52 362685 4257 358428 70 44 91 71 46 49 is_linear=0 shrinkage=0.01 Tree=730 num_leaves=27 num_cat=1 split_feature=1 0 5 4 3 0 16 12 3 4 6 11 7 3 2 11 6 5 0 26 26 0 24 2 2 0 split_gain=8.8736e+06 2.7817e+07 3.09348e+07 1.02996e+07 7.06634e+06 6.46883e+06 5.51838e+06 3.36472e+06 1.92831e+06 4.22623e+06 1.43731e+06 1.57463e+06 1.39079e+06 1.2832e+06 4.58646e+06 1.81466e+06 1.02867e+06 3.75888e+06 1.67317e+06 994811 811897 768790 6.60227e+06 844336 289235 114721 threshold=2781.5828000000006 2778.6210000000005 1561.8224400000001 2693.9010000000007 543.62350000000004 2778.6210000000005 52.257449999999999 137.43220000000002 119.71400000000001 1888.1190000000004 2976.3936000000008 304.87800000000004 203.18550000000002 2725.8677800000005 300.34390000000008 577.50480000000005 1937.6795000000002 1561.8224400000001 286.09000000000009 2022.5000000000002 2022.5000000000002 1117.6621800000003 0 1271.7445000000002 9.5840000000000014 161.48350000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=5 3 -3 4 20 10 8 -6 19 -10 13 12 24 16 -15 -16 21 18 -18 -7 -2 23 -23 -1 -12 -22 right_child=1 2 -4 -5 7 6 -8 -9 9 -11 11 -13 -14 14 15 -17 17 -19 -20 -21 25 22 -24 -25 -26 -27 leaf_value=0.0010461147951188266 -2.1267476405948402 18.152526302814483 2.2986592113971711 -6.4465523355657401 6.660547245740891 -5.3702793862479075 1.896974365881511 1.2463195815953341 0.44926812308175224 -5.1440370802445843 -0.67339448114236189 -3.3379802254530104 1.7668528823852541 0.97666618156433105 -5.1394793051939747 -1.2371807878667658 -0.94558261166757618 4.1361509847640994 1.6390242085456848 -2.8155182859080812 0.54070506381988526 1.2128592351976177 -0.74771682975967979 -0.43678150551119088 -2.3016813535690308 -0.51754718598865324 leaf_weight=361549 32 20 32 22 24 35 28 22 35 22 24 26 20 50 26 22 67 28 40 27 20 372 304 441 20 21 leaf_count=361549 32 20 32 22 24 35 28 22 35 22 24 26 20 50 26 22 67 28 40 27 20 372 304 441 20 21 internal_value=0 2.14479 8.3963 -0.160726 1.00136 -4.99856e-06 -2.09733 4.07113 -3.03717 -1.70955 0.000844358 -1.26273 -0.419657 0.00115773 -1.14297 -3.35093 0.00146678 0.874216 0.0206255 -4.25772 -0.933018 0.00114191 0.338061 0.000512724 -1.41352 -0.00132658 internal_weight=0 193 52 141 119 363136 147 46 119 57 362989 90 64 362899 98 48 362801 135 107 62 73 362666 676 361990 44 41 internal_count=363329 193 52 141 119 363136 147 46 119 57 362989 90 64 362899 98 48 362801 135 107 62 73 362666 676 361990 44 41 cat_boundaries=0 1 cat_threshold=2158 is_linear=0 shrinkage=0.01 Tree=731 num_leaves=25 num_cat=1 split_feature=1 5 3 11 16 5 3 3 4 6 11 5 2 6 5 17 2 15 14 17 15 24 26 2 split_gain=8.69701e+06 2.09288e+07 3.36795e+07 1.80041e+07 8.96448e+06 9.2831e+06 2.70534e+06 2.63319e+06 6.92793e+06 1.6815e+06 1.99113e+06 1.66753e+06 1.57301e+06 1.07802e+06 3.3196e+06 1.21131e+06 2.64322e+06 636728 1.70572e+06 828374 1.17824e+06 576124 551941 517907 threshold=2781.5828000000006 26.307400000000005 193.12912500000002 3182.0603000000006 85.19850000000001 2871.8940000000007 991.56000000000017 2725.8677800000005 1888.1190000000004 2976.3936000000008 54.308000000000014 342.68350000000004 300.34390000000008 1937.6795000000002 1561.8224400000001 270.45080000000007 135.54850000000002 2869.3449000000005 680.43750000000011 1623.3237500000002 434.53164150000009 0 2022.5000000000002 323.96475000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=7 2 22 4 5 6 -3 9 11 13 23 12 -9 17 15 16 -15 19 -19 21 -21 -1 -2 -11 right_child=1 3 -4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 leaf_value=-0.041186110787962971 2.9986424219223764 -0.15297661972045898 17.420443901062011 8.2515497741699217 -6.9437992250919347 4.5062786175654486 -5.0054464329613584 -0.11395860671997071 -5.8306462505885532 -0.98078662256399796 -3.4228791314940299 1.4119991145989834 -3.534730638623238 -0.93683766098022458 3.8901026521880051 -2.0083089153333145 2.4885555311528651 -0.69099662356906466 2.863573206442374 -0.015604565018737637 -2.0027384771823886 0.0044120412871515727 0.89894080934070408 1.0262425231933594 leaf_weight=30219 31 20 20 20 28 26 27 41 28 36 31 39 20 50 29 22 41 27 27 74 50 332382 21 20 leaf_count=30219 31 20 20 20 28 26 27 41 28 36 31 39 20 50 29 22 41 27 27 74 50 332382 21 20 internal_value=0 2.12335 6.39229 -0.416849 -2.13336 -0.288265 -2.94057 -4.82051e-06 -1.43404 0.000500833 -1.38957 -0.20299 -1.23552 0.000834064 0.871965 0.0973991 0.606471 0.000493083 1.08629 0.000331437 -0.816868 0.000610898 2.15069 -0.26399 internal_weight=0 193 72 121 101 73 47 363136 128 363008 87 100 61 362921 142 113 91 362779 54 362725 124 362601 52 56 internal_count=363329 193 72 121 101 73 47 363136 128 363008 87 100 61 362921 142 113 91 362779 54 362725 124 362601 52 56 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.01 Tree=732 num_leaves=27 num_cat=2 split_feature=1 0 5 4 3 0 17 10 4 3 10 8 6 11 7 3 4 6 5 0 0 24 26 0 24 0 split_gain=8.52394e+06 2.71272e+07 3.02866e+07 1.01234e+07 7.01322e+06 6.31237e+06 4.35575e+06 3.02444e+06 2.36635e+06 6.09608e+06 3.37586e+06 1.43342e+06 1.37876e+06 1.51903e+06 1.35997e+06 1.23249e+06 4.08859e+06 987835 3.61567e+06 1.62378e+06 754759 6.4709e+06 635271 526064 507056 49216.2 threshold=2781.5828000000006 2778.6210000000005 1561.8224400000001 2693.9010000000007 543.62350000000004 2778.6210000000005 57.742500000000007 254.53800000000004 2693.9010000000007 149.268 9.475500000000002 9.3820000000000032 2976.3936000000008 304.87800000000004 203.18550000000002 2725.8677800000005 229.44145 1937.6795000000002 1561.8224400000001 286.09000000000009 1117.6621800000003 0 2022.5000000000002 5.882454000000001 1 137.52300000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 left_child=5 3 -3 4 11 12 8 -6 9 22 -11 25 15 14 -14 17 23 20 19 -19 24 -22 -7 -17 -1 -2 right_child=1 2 -4 -5 7 6 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=0.021001424446913674 -1.5204143615722658 17.929090351104737 2.2422028064727786 -6.4064725390347563 6.4906595969200138 -5.0006430519951719 2.1446495839527673 1.3575069426406514 -5.9295051329135893 3.6161214919317337 -2.0540647736049835 1.2554136666797455 -1.3914747745882381 -3.2750242932026201 1.7534705848693848 1.2686235025766732 -3.6324330008335601 -0.93231673952358873 4.0558883701051984 1.6138607320785523 1.2010016019849097 -0.73997578924438756 -2.9922933340072633 -0.68406611442565923 -0.0063305656296515677 -2.1361635534851642 leaf_weight=90490 25 20 32 22 24 36 21 22 20 21 21 21 44 26 20 37 39 67 28 40 372 304 28 22 271500 27 leaf_count=90490 25 20 32 22 24 36 21 22 20 21 21 21 44 26 20 37 39 67 28 40 372 304 28 22 271500 27 internal_value=0 2.10211 8.27562 -0.174642 0.977461 -4.78245e-06 -2.07181 4.03567 -2.77456 -2.17928 0.781028 -0.949631 0.00083424 -1.23673 -0.408679 0.00114116 -1.12016 0.00144405 0.856697 0.0195253 0.00112568 0.334956 -4.12199 0.540502 0.000502271 -1.84013 internal_weight=0 193 52 141 119 363136 147 46 126 106 42 73 362989 90 64 362899 98 362801 135 107 362666 676 64 59 361990 52 internal_count=363329 193 52 141 119 363136 147 46 126 106 42 73 362989 90 64 362899 98 362801 135 107 362666 676 64 59 361990 52 cat_boundaries=0 1 2 cat_threshold=2158 21 is_linear=0 shrinkage=0.01 Tree=733 num_leaves=27 num_cat=0 split_feature=1 0 9 4 0 16 6 5 0 2 2 6 9 2 4 26 10 5 8 4 17 4 0 12 4 5 split_gain=8.35432e+06 2.65874e+07 6.27321e+07 9.92194e+06 6.18676e+06 5.34673e+06 3.23459e+06 2.74026e+06 1.99348e+06 1.914e+06 3.66606e+06 1.35132e+06 1.62252e+06 1.04642e+06 899683 763084 710106 4.819e+06 773843 1.06231e+06 711731 2.08876e+06 801876 638721 252312 229980 threshold=2781.5828000000006 2778.6210000000005 274.34750000000008 2693.9010000000007 2778.6210000000005 52.257449999999999 1136.6981000000003 524.39625000000012 9.1375000000000028 1827.1555000000001 258.87100000000004 2976.3936000000008 827.32299999999998 251.15409550000004 229.44145 2022.5000000000002 3056.7500000000005 1146.4585000000004 2971.7767500000004 974.87180000000001 1623.3237500000002 974.87180000000001 1117.6621800000003 180.47315000000003 33.890000000000008 19.843250000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 6 11 9 7 8 -2 10 15 16 14 -10 25 -6 18 23 20 24 22 -22 -1 -18 -20 -13 right_child=1 2 -4 -5 5 -7 -8 -9 13 -11 -12 12 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 leaf_value=0.00075656957519925272 3.4741243108113604 21.018902934681286 -1.2128966992696126 -6.3424078265103425 -4.7787008846507355 1.8805987427064352 4.0857953520004564 -2.6595730031453644 -1.5780877447128296 -5.4994124317169186 0.35387439958976979 -0.51362878592117978 -3.3893780736923218 1.5494984049797058 1.3112902650378999 -2.5494269427231377 -2.0098539534859037 4.8661527375741445 -0.87595725774765021 -2.8759700124913996 -0.1998260167106852 -3.710607833862305 0.34347354509666211 0.37349009183320137 0.64485056614875791 -1.9610586770375571 leaf_weight=361951 24 22 30 22 34 28 26 26 23 24 33 23 25 20 21 28 23 22 24 22 111 20 684 22 20 21 leaf_count=361951 24 22 30 22 34 28 26 26 23 24 33 23 25 20 21 28 23 22 24 22 111 20 684 22 20 21 internal_value=0 2.08109 8.19286 -0.172895 -4.60362e-06 -2.0511 0.967687 0.0959574 1.16527 -2.9762 -2.33876 0.000826029 -1.22437 -0.123397 -0.391671 -3.77193 0.00112988 1.03053 0.000939793 -1.08178 0.00113678 -0.735823 0.001403 -0.844664 -0.184681 -1.20445 internal_weight=0 193 52 141 363136 147 119 93 67 119 95 362989 90 43 65 62 362899 67 362832 66 362766 131 362635 45 44 44 internal_count=363329 193 52 141 363136 147 119 93 67 119 95 362989 90 43 65 62 362899 67 362832 66 362766 131 362635 45 44 44 is_linear=0 shrinkage=0.01 Tree=734 num_leaves=28 num_cat=1 split_feature=1 0 9 6 0 3 16 3 2 3 6 9 3 2 11 7 26 6 2 8 8 0 24 2 26 0 2 split_gain=8.18807e+06 2.60583e+07 6.14837e+07 7.53084e+06 6.06364e+06 5.96306e+06 5.24033e+06 2.46024e+06 1.87591e+06 4.26996e+06 1.32443e+06 1.59023e+06 1.20765e+06 4.40842e+06 1.7741e+06 1.09687e+06 1.01581e+06 966633 2.73895e+06 2.56997e+06 785232 726028 6.33855e+06 826697 718145 173466 147910 threshold=2781.5828000000006 2778.6210000000005 274.34750000000008 1937.6795000000002 2778.6210000000005 543.62350000000004 52.257449999999999 1890.7105500000002 1827.1555000000001 119.71400000000001 2976.3936000000008 827.32299999999998 2725.8677800000005 300.34390000000008 577.50480000000005 135.58212499999999 2022.5000000000002 1937.6795000000002 723.85250000000008 711.30690000000016 711.30690000000016 1117.6621800000003 0 1271.7445000000002 2022.5000000000002 137.52300000000002 9.5840000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=4 3 -3 5 10 24 8 -7 9 16 12 15 17 -14 -15 26 -6 21 20 -20 -19 23 -23 -1 -2 -26 -12 right_child=1 2 -4 -5 6 7 -8 -9 -10 -11 11 -13 13 14 -16 -17 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 leaf_value=0.0010198282875180031 -2.0840327697415506 20.808714655095883 -1.2007677688598635 -5.2738583834966031 -5.0724309562234318 5.7086000941349919 1.861792705931834 1.0434505158960818 -5.4444184048970543 0.46045285269192288 -0.74098825459480278 -3.3554842775344849 0.96926883201599123 -5.0419442697671739 -1.1835081117803401 1.5607949104309082 -2.4466658610564012 -0.72177580980154188 5.5525744438171385 0.65118338149526855 1.3070951774385242 1.1857214775166587 -0.73524596477959558 -0.43221034043500212 0.60229525995254518 -0.71476871442794809 -1.8947601919174195 leaf_weight=361549 31 22 30 24 34 26 28 20 24 35 25 25 50 26 22 20 26 65 20 23 27 372 304 441 20 20 20 leaf_count=361549 31 22 30 24 34 26 28 20 24 35 25 25 50 26 22 20 26 65 20 23 27 372 304 441 20 20 20 internal_value=0 2.06028 8.11094 -0.171166 -4.55755e-06 0.87554 -2.03058 3.68027 -2.94644 -2.31537 0.000817768 -1.21212 0.00111858 -1.10882 -3.27349 -0.387754 -3.9346 0.0014184 0.847443 2.9309 -0.126346 0.00110347 0.328518 0.000492039 -0.941612 -0.0562367 -1.25378 internal_weight=0 193 52 141 363136 117 147 46 119 95 362989 90 362899 98 48 65 60 362801 135 43 92 362666 676 361990 71 40 45 internal_count=363329 193 52 141 363136 117 147 46 119 95 362989 90 362899 98 48 65 60 362801 135 43 92 362666 676 361990 71 40 45 cat_boundaries=0 1 cat_threshold=2158 is_linear=0 shrinkage=0.01 Tree=735 num_leaves=27 num_cat=0 split_feature=6 9 12 1 7 0 1 6 2 26 0 16 1 5 7 10 11 26 2 18 5 5 0 1 10 6 split_gain=6.86424e+06 5.60052e+06 5.35511e+06 1.21225e+07 3.52456e+06 1.20396e+07 4.71189e+06 1.76789e+07 5.91128e+06 3.62202e+06 2.95387e+06 4.44349e+06 2.79064e+06 3.27329e+06 2.67026e+06 2.00776e+06 1.15148e+06 1.12719e+06 1.10377e+06 1.48027e+06 812379 707713 1.7671e+06 1.16642e+06 527418 104187 threshold=2976.3936000000008 131.25510000000006 1324.2200000000003 1461.4925000000003 2822.9627650000007 1117.6621800000003 2781.5828000000006 270.75475000000006 1271.7445000000002 2022.5000000000002 2778.6210000000005 260.03700000000009 4.6635000000000009 670.57570000000021 254.73937500000002 190.45082400000004 1670.1750000000002 2022.5000000000002 59.535000000000004 761.11275000000012 19.843250000000001 1146.4585000000004 1519.5755740000002 786.89439000000004 676.98000000000013 55.128000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 14 3 -3 6 15 10 8 9 -8 16 12 17 -14 20 25 21 -12 24 -20 -2 23 -23 -1 -18 -6 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 13 -15 -16 -17 18 -19 19 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.00071015753524565162 -0.1857843953847885 -1.7456853718669325 -0.86106847994255309 -12.017520538330077 -1.5512359537397111 -7.0610508956327553 3.5829609137111245 7.8744654497173103 -3.8298926225304606 -0.87241931399783568 0.27947145866625239 2.5218219841068441 -6.3914170292445593 -1.0945509544610976 2.9309569331577849 2.3131964111328127 -0.39753460760160186 -2.729127643108368 -0.87165848549849845 -3.8365231050763811 -2.889746145248413 -0.2195134320984716 -2.6760113377724926 0.32811450160860794 1.2879232343037925 -0.54273799133300782 leaf_weight=360967 25 27 33 20 21 31 36 36 32 37 33 22 28 20 21 31 82 20 85 21 20 529 31 1082 24 20 leaf_count=360967 25 27 33 20 21 31 36 36 32 37 33 22 28 20 21 31 82 20 85 21 20 529 31 1082 24 20 internal_value=0 -2.16979 -3.94874 -6.11668 -0.00104756 -1.85062 -0.000522873 1.82717 -0.246186 1.32475 -0.00123291 -1.55066 -2.43773 -4.18439 -0.0134763 0.392755 -0.000707644 -0.855849 -0.737479 -1.45904 -1.38755 -0.000276889 -0.355498 0.00027255 -0.0159215 -1.05929 internal_weight=0 146 80 47 363188 103 363085 141 105 73 362944 123 101 48 66 72 362821 53 212 106 45 362609 560 362049 106 41 internal_count=363334 146 80 47 363188 103 363085 141 105 73 362944 123 101 48 66 72 362821 53 212 106 45 362609 560 362049 106 41 is_linear=0 shrinkage=0.01 Tree=736 num_leaves=28 num_cat=1 split_feature=6 3 12 7 0 1 4 26 2 3 0 15 7 4 0 1 5 6 26 17 7 10 25 0 26 1 18 split_gain=6.72764e+06 5.91113e+06 6.57542e+06 3.45442e+06 1.18e+07 4.61812e+06 2.70919e+07 5.2586e+06 4.54984e+06 4.29252e+06 2.89509e+06 3.67819e+06 2.87092e+06 3.25789e+06 2.50831e+06 2.41038e+06 3.298e+06 1.9716e+06 1.21587e+06 985898 1.47819e+06 642724 633591 1.36814e+06 619051 251458 110191 threshold=2976.3936000000008 2725.8677800000005 911.29109000000005 2822.9627650000007 1117.6621800000003 2781.5828000000006 1888.1190000000004 2022.5000000000002 549.23035000000016 648.27500000000009 2778.6210000000005 207.96600000000004 1538.3385000000001 559.40605000000016 1117.6621800000003 4.6635000000000009 670.57570000000021 1000.0509250000001 2022.5000000000002 2221.3567500000004 610.83000000000004 14.450258500000002 0 992.19979999999998 2022.5000000000002 17.514500000000002 922.84650000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=3 12 -3 5 17 10 7 9 -9 14 19 15 13 21 -7 18 -17 25 -12 22 26 -2 23 -1 -24 -5 -21 right_child=1 2 -4 4 -6 6 -8 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 leaf_value=0.20480011910557461 -0.35582199756056071 -8.5815837738037111 -0.88880819320678717 -1.187186862230301 -6.9904403358890175 -2.2988354492187502 12.590618972778321 -0.1139743819989656 -6.0065503921508787 5.5904734945297241 0.2766763953006629 2.0706430586524633 -3.8248789946238202 3.1929787675539654 2.6494868187904359 -6.3938150127117455 -1.0656473120053609 3.0570956974029544 -2.8480317997932434 0.018946668727323413 -3.3126337124542755 -2.6072879182724726 0.011980796524734565 2.6264993977546691 -0.014177581829925692 0.24218272018432618 -0.87559093225569951 leaf_weight=834 32 25 20 32 31 21 20 38 20 22 33 23 24 24 20 26 21 20 20 40 22 21 180939 24 180941 20 21 leaf_count=834 32 25 20 32 31 21 20 38 20 22 33 23 24 24 20 26 21 20 20 40 22 21 180939 24 180941 20 21 internal_value=0 -2.14809 -5.16257 -0.00103709 -1.83212 -0.000517645 1.8089 0.0267981 -2.1459 2.02706 -0.00122058 -1.53515 -0.805 0.136262 0.11498 -2.36448 -4.01314 0.388828 -0.902459 -0.000700568 -1.09045 -1.24791 -0.000451216 0.2694 -0.00109843 -0.637429 -0.289009 internal_weight=0 146 45 363188 103 363085 141 121 58 63 362944 123 101 77 41 100 47 72 53 362821 83 53 362738 858 361880 52 61 internal_count=363334 146 45 363188 103 363085 141 121 58 63 362944 123 101 77 41 100 47 72 53 362821 83 53 362738 858 361880 52 61 cat_boundaries=0 6 cat_threshold=0 0 0 0 2176 4218880 is_linear=0 shrinkage=0.01 Tree=737 num_leaves=28 num_cat=1 split_feature=6 3 12 7 0 1 4 26 2 3 14 0 16 1 5 0 10 4 26 17 7 25 0 26 18 6 2 split_gain=6.59376e+06 5.7935e+06 6.44457e+06 3.38568e+06 1.15652e+07 4.52622e+06 2.65528e+07 5.15396e+06 4.4593e+06 4.2071e+06 2.84713e+06 2.83748e+06 4.3032e+06 2.68519e+06 3.15428e+06 2.4584e+06 1.94374e+06 1.85016e+06 1.08712e+06 966279 1.44877e+06 620983 1.34091e+06 606732 107998 99788 42665.4 threshold=2976.3936000000008 2725.8677800000005 911.29109000000005 2822.9627650000007 1117.6621800000003 2781.5828000000006 1888.1190000000004 2022.5000000000002 549.23035000000016 648.27500000000009 784.87910000000022 2778.6210000000005 260.03700000000009 4.6635000000000009 670.57570000000021 1117.6621800000003 190.45082400000004 559.40605000000016 2022.5000000000002 2221.3567500000004 610.83000000000004 0 992.19979999999998 2022.5000000000002 922.84650000000011 55.128000000000007 16.400500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=3 10 -3 5 16 11 7 9 -9 15 17 19 13 18 -15 -7 25 26 -13 21 24 22 -1 -23 -21 -5 -2 right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 leaf_value=0.20275211412272007 -0.83790710392097634 -8.4957681915283203 -0.87992023849487311 -1.5252130190531412 -6.9205360264931963 -2.2758470081147695 12.464713182449341 -0.11283465736790708 -5.9464848728179938 5.5345688056945805 -3.9785455526005138 0.27390967166785041 2.4878777816078883 -6.2726338263920383 -1.0729489303082229 2.6229919416606426 2.2745114074214814 2.098515801265322 -2.6807339725494388 0.018757190547999927 -3.2795073649016291 0.01186098870793208 2.6002344548702241 -0.014035805801534292 -0.86683503491537905 -0.53823737716674802 -1.4341827433109284 leaf_weight=834 30 25 20 21 31 21 20 38 20 22 22 33 22 28 20 20 31 29 20 40 22 180939 24 180941 21 20 20 leaf_count=834 30 25 20 21 31 21 20 38 20 22 22 33 22 28 20 20 31 29 20 40 22 180939 24 180941 21 20 20 internal_value=0 -2.12661 -5.11095 -0.00102671 -1.8138 -0.000512468 1.79081 0.0265302 -2.12444 2.00679 -0.79695 -0.00120838 -1.5198 -2.39276 -4.1061 0.113831 0.384939 0.0890644 -0.84105 -0.000693562 -1.07955 -0.000446704 0.266706 -0.00108745 -0.286119 -1.04376 -1.07642 internal_weight=0 146 45 363188 103 363085 141 121 58 63 101 362944 123 101 48 41 72 79 53 362821 83 362738 858 361880 61 41 50 internal_count=363334 146 45 363188 103 363085 141 121 58 63 101 362944 123 101 48 41 72 79 53 362821 83 362738 858 361880 61 41 50 cat_boundaries=0 6 cat_threshold=0 0 0 0 2176 4218880 is_linear=0 shrinkage=0.01 Tree=738 num_leaves=29 num_cat=1 split_feature=6 3 10 7 0 1 4 26 3 3 7 4 0 16 1 0 6 3 11 26 1 4 9 25 8 10 26 7 split_gain=6.46254e+06 5.67821e+06 4.6865e+06 3.3183e+06 1.13351e+07 4.43615e+06 2.60244e+07 5.05139e+06 4.12338e+06 3.727e+06 2.81708e+06 3.16826e+06 2.78101e+06 4.21756e+06 2.63175e+06 2.40947e+06 1.91095e+06 1.3298e+06 1.11781e+06 1.06549e+06 972377 1.32087e+06 837572 658824 1.66885e+06 624802 573070 339631 threshold=2976.3936000000008 2725.8677800000005 1058.8682400000002 2822.9627650000007 1117.6621800000003 2781.5828000000006 1888.1190000000004 2022.5000000000002 648.27500000000009 284.84010000000006 1538.3385000000001 559.40605000000016 2778.6210000000005 260.03700000000009 4.6635000000000009 1117.6621800000003 1000.0509250000001 392.12500000000006 1670.1750000000002 2022.5000000000002 442.05400000000003 1116.5450000000003 119.5475 0 12.501005500000003 14.450258500000002 2022.5000000000002 998.30500000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=3 10 -3 5 16 12 7 8 15 -9 11 25 18 14 19 -7 22 -16 23 -14 27 -22 -5 24 -1 -2 -25 -20 right_child=1 2 -4 4 -6 6 -8 9 -10 -11 -12 -13 13 -15 17 -17 -18 -19 20 -21 21 -23 -24 26 -26 -27 -28 -29 leaf_value=0.17329845573937541 -0.3420213409140706 -8.3595101027055225 -1.9036288402391517 -1.6738310856972971 -6.8513307534494707 -2.2530885387602306 12.340066095352173 -0.12154944393369886 5.4792231871865011 -5.3458844895796345 -3.7804105917612714 3.1577885723114014 0.27117076526988637 2.4629989463632755 -5.952350874401275 2.596762092411518 3.0079987354278566 -2.597126900906916 -0.46188085078920532 -2.6539267020225528 -0.58114700573246647 -3.429606067692792 0.91272700445992616 0.011661380214734366 2.1314815376115881 -2.5618751462300615 -0.013511124187353698 0.91413193941116333 leaf_weight=808 32 22 23 31 31 21 20 36 22 22 24 24 33 22 21 20 20 27 123 20 41 27 21 180934 46 21 180821 21 leaf_count=808 32 22 23 31 31 21 20 36 22 22 24 24 33 22 21 20 20 27 123 20 41 27 21 180934 46 21 180821 21 internal_value=0 -2.10534 -5.05984 -0.00101645 -1.79566 -0.000507344 1.7729 0.0262649 1.98672 -2.10319 -0.78898 0.143414 -0.0011963 -1.5046 -2.36883 0.112692 0.38109 -4.06504 -0.000686626 -0.83264 -0.726608 -1.71215 -0.62926 -0.000262215 0.275548 -1.22159 -0.000920915 -0.261212 internal_weight=0 146 45 363188 103 363085 141 121 63 58 101 77 362944 123 101 41 72 48 362821 53 212 68 52 362609 854 53 361755 144 internal_count=363334 146 45 363188 103 363085 141 121 63 58 101 77 362944 123 101 41 72 48 362821 53 212 68 52 362609 854 53 361755 144 cat_boundaries=0 6 cat_threshold=0 0 0 0 2176 4218880 is_linear=0 shrinkage=0.01 Tree=739 num_leaves=28 num_cat=1 split_feature=6 3 12 7 0 1 4 26 2 3 14 0 16 1 0 6 2 3 11 2 16 26 9 25 8 1 9 split_gain=6.33394e+06 5.56521e+06 6.23116e+06 3.25227e+06 1.11095e+07 4.34787e+06 2.55065e+07 4.95087e+06 4.32593e+06 4.04132e+06 2.78248e+06 2.72567e+06 4.13364e+06 2.57938e+06 2.36152e+06 1.87292e+06 1.82284e+06 1.30333e+06 1.09557e+06 1.07164e+06 1.41199e+06 1.04429e+06 820904 645714 1.63564e+06 571601 297266 threshold=2976.3936000000008 2725.8677800000005 911.29109000000005 2822.9627650000007 1117.6621800000003 2781.5828000000006 1888.1190000000004 2022.5000000000002 549.23035000000016 648.27500000000009 784.87910000000022 2778.6210000000005 260.03700000000009 4.6635000000000009 1117.6621800000003 1000.0509250000001 323.96475000000004 392.12500000000006 1670.1750000000002 59.535000000000004 889.3329500000001 2022.5000000000002 119.5475 0 12.501005500000003 786.89439000000004 548.96735000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=3 10 -3 5 15 11 7 9 -9 14 16 18 13 21 -7 22 -2 -15 23 26 -21 -13 -5 24 -1 -25 -20 right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12 12 -14 17 -16 -17 -18 -19 19 20 -22 -23 -24 25 -26 -27 -28 leaf_value=0.17156547550222662 -1.3309227701312021 -8.3375451980590825 -0.84885690307617179 -1.6570927822974419 -6.7828174160372825 -2.2305576215471543 12.216665048599243 -0.10086706537949411 -5.8466219444274907 5.4244304440238258 -3.9263552982156926 0.26845887617631392 2.4383689234473489 -5.8928276279994423 2.5707944045066835 2.9779186515808109 1.7132014424092059 -2.5711556546776384 -0.27937839226353739 -0.83966376520693309 -3.6855516940897162 -2.6273874163627626 0.9035997381664459 -0.0016308197101740063 2.1101666595624842 0.21882168163232885 1.0264147214456039 leaf_weight=808 42 25 20 31 31 21 20 38 20 22 22 33 22 21 20 20 37 27 84 84 22 20 21 360575 46 1180 22 leaf_count=808 42 25 20 31 31 21 20 38 20 22 22 33 22 21 20 20 37 27 84 84 22 20 21 360575 46 1180 22 internal_value=0 -2.08429 -5.00924 -0.00100628 -1.7777 -0.00050227 1.75517 0.0260022 -2.08216 1.96685 -0.78109 -0.00118433 -1.48955 -2.34514 0.111565 0.377279 0.0948063 -4.02439 -0.00067976 -0.719342 -1.43032 -0.824313 -0.622967 -0.000259593 0.272792 -0.000911706 -0.00836473 internal_weight=0 146 45 363188 103 363085 141 121 58 63 101 362944 123 101 41 72 79 48 362821 212 106 53 52 362609 854 361755 106 internal_count=363334 146 45 363188 103 363085 141 121 58 63 101 362944 123 101 41 72 79 48 362821 212 106 53 52 362609 854 361755 106 cat_boundaries=0 6 cat_threshold=0 0 0 0 2176 4218880 is_linear=0 shrinkage=0.01 Tree=740 num_leaves=29 num_cat=1 split_feature=5 6 8 7 3 18 12 6 0 3 25 0 3 0 3 6 14 4 8 4 8 20 3 3 6 15 16 16 split_gain=3.28266e+06 1.08532e+07 2.32279e+07 5.33742e+06 3.09676e+06 2.51138e+07 8.73016e+06 1.80681e+07 3.23846e+06 906568 791346 4.18945e+07 8.83808e+07 1.11058e+07 9.18472e+06 2.66498e+06 1.27382e+06 1.62461e+06 4.92678e+06 1.49797e+06 1.28212e+06 831288 1.54273e+06 1.17938e+06 3.13777e+06 749137 194097 136482 threshold=2871.8940000000007 1529.30718 1973.6620000000003 576.56500000000017 2725.8677800000005 184.87425400000004 163.29990000000001 214.72600000000003 992.19979999999998 174.82625000000002 0 2778.6210000000005 128.84440000000004 2778.6210000000005 1.7373999999999998 576.6450000000001 1352.1000000000001 974.87180000000001 37.912993500000006 43.227050000000006 1973.6620000000003 1116.9381800000003 343.31355000000002 1890.7105500000002 610.50250000000017 1582.5954300000001 26.395000000000003 745.82500000000016 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 9 10 6 7 8 -6 -2 11 16 -13 21 -15 -16 17 20 -19 26 -1 23 27 25 -25 -12 -18 -23 right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 13 12 -14 14 15 -17 19 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 leaf_value=0.026839046481335862 0.052562606527998643 -11.419199675491878 0.80053986167907709 4.5227749795383874 -0.024542279996370014 11.855132615089417 -5.3877446585435136 8.1880368907635042 -4.8455966602672236 -2.5899785499572756 -0.003687440348113304 25.188573116302493 -4.1842896129971461 -6.1332692326439746 2.3448719549179078 -2.41862800916036 0.53422485492847582 1.8628474375482142 -0.87157935393905195 -2.704152227849574 1.662045433918635 -0.071009084900220232 -3.104335379799207 -0.29346310666629249 3.5938938574357469 0.80709902400510358 -0.74762981914338611 -1.0007343138456346 leaf_weight=45559 37 28 35 27 38 20 26 26 22 20 316310 20 21 54 23 24 27 169 108 37 48 75 24 56 33 114 21 20 leaf_count=45559 37 28 35 27 38 20 26 26 22 20 316310 20 21 54 23 24 27 169 108 37 48 75 24 56 33 114 21 20 internal_value=0 -1.49292 -4.63046 0.86024 0.0017439 1.53314 -0.310073 1.22504 -1.79226 -0.874645 0.00118664 0.0399348 10.1439 -0.00444321 -3.31992 -0.0875536 0.0309317 0.0331974 0.796717 -1.19212 0.0285601 -0.00338578 -0.839029 -0.0030716 1.14792 -0.00339533 -0.0265866 -0.266741 internal_weight=0 147 63 84 362875 132 112 86 60 57 362743 46010 41 316733 101 47 45969 45884 277 85 45607 316632 119 316513 89 316424 48 95 internal_count=363022 147 63 84 362875 132 112 86 60 57 362743 46010 41 316733 101 47 45969 45884 277 85 45607 316632 119 316513 89 316424 48 95 cat_boundaries=0 7 cat_threshold=2156920832 1209335808 272 1078263825 545273985 2218811458 2 is_linear=0 shrinkage=0.01 Tree=741 num_leaves=29 num_cat=1 split_feature=5 6 11 7 0 12 1 1 2 7 6 0 9 25 9 9 4 19 20 0 7 7 4 7 0 0 26 9 split_gain=3.21733e+06 1.06372e+07 1.79984e+07 5.23121e+06 2.89382e+06 1.01735e+07 2.58605e+07 6.92506e+06 4.3707e+06 3.23834e+06 1.34652e+07 643203 533699 527638 2.5766e+06 1.43079e+07 2.89193e+07 2.99816e+06 1.51889e+06 2.49485e+06 1.21708e+06 4.30561e+06 847273 732775 2.83187e+06 1.01893e+06 312800 309637 threshold=2871.8940000000007 1529.30718 1413.4285000000002 576.56500000000017 2778.6210000000005 232.25300000000001 2781.5828000000006 733.85806350000018 26.254000000000001 2822.9627650000007 1136.6981000000003 299.04000000000008 180.26700000000002 0 375.64974000000007 419.23800000000006 57.365667000000009 729.71800000000019 1116.9381800000003 688.40820000000008 610.83000000000004 659.5150000000001 974.87180000000001 998.30500000000018 1519.5755740000002 1884.2950000000003 2022.5000000000002 285.55675000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 11 9 6 7 8 26 13 12 -2 -11 14 20 16 -16 -17 23 27 22 -22 -1 25 -25 -15 -6 -20 right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 -12 -13 -14 18 15 17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 leaf_value=0.019396533049031307 -0.08489915267841236 -9.6803940414659913 1.0217163499196371 4.4775473599742961 1.2554402528960129 -3.8135332461326352 13.024187995910646 -3.1690475440747812 5.5490380937081794 -1.6418183314800263 7.5118054271566459 -2.3107470092773439 0.21473992530504862 -0.0029797754397766774 15.099432129859924 -0.017119361378644643 -1.0335787086486816 3.7798537739840419 -0.14163223103779118 -4.2228318350655689 4.8693952747013256 0.28164884549218255 0.79318075033980351 -0.17378427623031151 -3.0456130151490908 0.91484931565513294 -0.32583642910827287 -1.2436593872147637 leaf_weight=40914 37 33 30 27 29 31 20 33 27 32 29 20 30 320136 20 380 25 22 82 21 23 185 142 477 37 121 22 37 leaf_count=40914 37 33 30 27 29 31 20 33 27 32 29 20 30 320136 20 380 25 22 82 21 23 185 142 477 37 121 22 37 internal_value=0 -1.47799 -4.58415 0.851638 0.00172646 1.33796 2.55701 0.671034 2.29568 0.00112966 1.88732 -0.865898 -0.743484 0.000656317 0.0341105 0.789263 6.13665 0.190675 -0.0036929 -1.04506 0.0259384 0.788948 0.0220728 -0.00323851 -0.380511 -0.002633 0.573321 -0.484279 internal_weight=0 147 63 84 362875 162 131 111 78 362713 91 57 62 362622 41711 447 45 402 320911 140 41264 208 41056 320771 514 320257 51 119 internal_count=363022 147 63 84 362875 162 131 111 78 362713 91 57 62 362622 41711 447 45 402 320911 140 41264 208 41056 320771 514 320257 51 119 cat_boundaries=0 7 cat_threshold=2155888768 1209335808 256 4538385 578828417 2218811458 2 is_linear=0 shrinkage=0.01 Tree=742 num_leaves=33 num_cat=2 split_feature=5 6 8 7 3 18 13 4 4 3 13 2 17 11 9 5 11 3 3 6 24 4 4 4 6 4 8 4 2 24 2 2 split_gain=3.15331e+06 1.04255e+07 2.26277e+07 5.12711e+06 3.01128e+06 2.46581e+07 2.5988e+07 8.87512e+06 2.02502e+06 880414 691267 3.05643e+06 1.32421e+06 2.66904e+06 2.29903e+06 5.00044e+06 1.62088e+06 1.42404e+06 829782 2.06544e+06 1.52946e+06 1.91673e+06 1.41823e+06 1.28626e+06 641821 1.1089e+06 1.80232e+06 581971 804053 551286 540038 2524.94 threshold=2871.8940000000007 1529.30718 1973.6620000000003 576.56500000000017 2725.8677800000005 184.87425400000004 117.09190000000002 1888.1190000000004 30.733578000000005 174.82625000000002 515.09000000000003 2682.0900000000006 156.15500000000003 2105.5980000000004 1329.0550000000001 470.72165250000006 871.08830000000023 1493.1141200000004 648.27500000000009 1937.6795000000002 0 508.93250000000006 176.57105000000001 1292.0010000000002 242.46475000000004 1888.1190000000004 1581.7937000000002 2693.9010000000007 6.455000000000001 1 230.86370000000002 19.645125000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 left_child=4 3 -3 9 10 6 7 8 31 -2 18 12 14 17 16 -16 -12 -14 24 20 21 -20 -22 -21 27 26 -26 29 -29 -1 -27 -6 right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 11 -13 13 -15 15 -17 -18 -19 19 23 22 -23 -24 -25 25 30 -28 28 -30 -31 -32 -33 leaf_value=0.017046801237121413 0.056495453731433769 -11.23878114904676 0.82206809997558594 4.4327718912230596 -2.5030157623291016 11.739728294998409 10.016750587940217 -8.45363938522339 0.95145124256610869 -2.54764892578125 0.064663199856877324 -4.0125936646688549 -0.73180484027517112 2.0439934881995705 5.998562282562256 -0.54826232228960314 -1.5052091395192677 -3.4124184054420108 0.18588760501756443 4.1843020891575593 0.2702194177753785 1.3261268460626403 -0.75380666118572193 0.64080523014068602 0.12283318902732571 -0.29808730125427246 2.1359146601359051 -0.17566420821916487 2.6259587135314941 -0.0093180974650453694 -2.5685297764431345 -2.3441153030395507 leaf_weight=119217 37 28 35 27 20 20 20 20 32 20 760 21 352 34 20 28 72 21 635 21 272 192 269 20 3807 20 45 21 20 236874 22 20 leaf_count=119217 37 28 35 27 20 20 20 20 32 20 760 21 352 34 20 28 72 21 635 21 272 192 269 20 3807 20 45 21 20 236874 22 20 internal_value=0 -1.46321 -4.53831 0.843121 0.0017092 1.51182 -0.314589 -2.56053 -0.923558 -0.857239 0.00115968 -0.228315 -0.166567 -0.638232 0.0515783 2.17958 -0.0711911 -0.882724 0.00199012 0.244192 0.17791 0.445227 -0.234618 2.45577 0.00104224 0.12873 0.14635 -0.000353911 1.19098 -0.00049108 -1.48737 -2.42357 internal_weight=0 147 63 84 362875 132 112 92 72 57 362743 1308 1287 407 880 48 832 373 361435 1409 1368 827 541 41 360026 3894 3852 356132 41 356091 42 40 internal_count=363022 147 63 84 362875 132 112 92 72 57 362743 1308 1287 407 880 48 832 373 361435 1409 1368 827 541 41 360026 3894 3852 356132 41 356091 42 40 cat_boundaries=0 1 2 cat_threshold=1396 23 is_linear=0 shrinkage=0.01 Tree=743 num_leaves=26 num_cat=2 split_feature=5 6 8 7 4 12 26 1 0 0 12 1 4 10 4 2 26 0 24 1 2 0 0 25 1 split_gain=3.09056e+06 1.02181e+07 2.21775e+07 5.02508e+06 2.88553e+06 1.87307e+07 4.95999e+07 1.3179e+07 3.34778e+06 1.42147e+06 4.32702e+06 2.87256e+06 6.8061e+06 936508 7.19055e+06 778850 943471 622415 535937 1.80871e+06 1.4027e+06 1.15354e+06 929332 1.79202e+06 1.70819e+06 threshold=2871.8940000000007 1529.30718 1973.6620000000003 576.56500000000017 2693.9010000000007 195.11325000000002 2022.5000000000002 1461.4925000000003 1275.1415000000002 2778.6210000000005 232.25300000000001 354.74564000000004 26.256000000000004 3056.7500000000005 347.81250000000006 7.2920000000000007 2022.5000000000002 299.04000000000008 0 469.40400000000005 1468.575 531.22050000000013 3.1710000000000007 1 2781.5828000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 left_child=4 3 -3 17 9 6 7 -6 -7 13 11 15 -13 18 -15 16 -11 -2 19 21 -21 -1 24 -24 -20 right_child=1 2 -4 -5 5 8 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18 -19 22 20 -22 -23 23 -25 -26 leaf_value=-0.028398791837138053 -0.08039216144664868 -11.126393270492555 0.81384733091081896 4.3884442202250167 2.394894670573148 -1.2909213466029013 14.16548543971032 -7.7388698078337166 -6.5386035881042481 2.5407957336425784 -3.1573285324232923 7.4076984010140094 -0.20482422870138417 -1.6467048304189336 5.7339361658963286 -1.025546812803849 -0.33437386671702063 -2.2699755020141601 -0.0025453795727849444 -1.1198564606202221 1.4707468878704568 -0.93502804483927737 0.16010517734165924 0.011062080612407635 2.5607613402146558 leaf_weight=29841 37 28 35 27 33 31 32 21 20 25 21 24 23 33 22 23 21 20 288164 229 23 141 10618 33504 26 leaf_count=29841 37 28 35 27 33 31 32 21 20 25 21 24 23 33 22 23 21 20 288164 229 23 141 10618 33504 26 internal_value=0 -1.44857 -4.49293 0.83469 0.00169211 1.4527 4.30013 -1.54601 -3.34884 0.00114409 1.01956 1.77573 3.68242 0.000759302 1.30555 0.476963 1.22822 -0.848667 0.000561358 -0.0397404 -0.883413 -0.0326625 0.00422911 0.0469682 -0.00231412 internal_weight=0 147 63 84 362875 137 86 54 51 362738 137 116 47 362601 55 69 46 57 362546 30234 252 29982 332312 44122 288190 internal_count=363022 147 63 84 362875 137 86 54 51 362738 137 116 47 362601 55 69 46 57 362546 30234 252 29982 332312 44122 288190 cat_boundaries=0 1 7 cat_threshold=128 142656000 134480384 67109200 37847040 8406529 4212802 is_linear=0 shrinkage=0.01 Tree=744 num_leaves=30 num_cat=1 split_feature=5 6 11 7 3 6 11 1 26 3 25 0 3 0 3 26 6 9 9 3 4 21 0 20 1 3 6 1 17 split_gain=3.02906e+06 1.00147e+07 1.737e+07 4.92508e+06 2.94726e+06 2.29331e+07 4.38114e+07 6.07146e+06 1.32871e+06 855029 760067 4.08339e+07 8.6151e+07 1.09662e+07 9.20064e+06 1.01149e+07 2.56143e+06 1.43526e+06 1.05798e+07 2.47072e+07 2.47778e+06 2.4337e+06 967828 792224 1.73757e+06 1.1429e+06 3.05901e+06 889288 139803 threshold=2871.8940000000007 1529.30718 1413.4285000000002 576.56500000000017 2725.8677800000005 203.26450000000003 494.63774999999993 1256.4300000000001 2022.5000000000002 174.82625000000002 0 2778.6210000000005 128.84440000000004 2778.6210000000005 1.7373999999999998 2022.5000000000002 576.6450000000001 395.07800000000003 419.23800000000006 14.522500000000003 2693.9010000000007 79.997250000000008 1275.1415000000002 1116.9381800000003 255.76375000000002 1890.7105500000002 610.50250000000017 2781.5828000000006 940.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 9 10 7 -7 8 -6 -2 11 17 -13 23 15 -15 -16 20 19 -19 22 -20 -1 25 28 27 -27 -12 -25 right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 13 12 -14 14 16 -17 -18 18 21 -21 -22 -23 -24 24 -26 26 -28 -29 -30 leaf_value=0.023939212549713873 0.060285075677407755 -9.4544879445162699 1.0591429646809896 4.3445596931598809 1.2094939090894616 14.330396080632363 -2.3500615062611176 -6.971861782982236 -2.1209446517944337 -2.5060414085388185 -0.0035765236975504482 24.868012125015259 -4.1319488408451992 -9.434139991087072 2.3209162496483846 -0.47176822189986711 -2.3491269702961048 -0.94066999501195458 -0.031427152335364805 13.506928109169008 3.3781849830800836 2.0588710694234882 -0.8147924254251564 -0.39601827424596736 -3.104458756756324 -0.2931569638422557 3.5451007010719993 1.2347839470567374 0.51632574211467397 leaf_weight=45095 37 33 30 27 23 31 32 21 25 20 316329 20 21 34 23 20 24 29 641 20 22 61 138 71 26 56 33 58 22 leaf_count=45095 37 33 30 27 23 31 32 21 25 20 316329 20 21 34 23 20 24 29 641 20 22 61 138 71 26 56 33 58 22 internal_value=0 -1.43409 -4.448 0.826343 0.00167524 1.49565 5.85778 -2.48716 -0.52511 -0.84018 0.00113159 0.0390888 10.0144 -0.00438841 -3.29895 -6.11474 -0.0637867 0.0302074 0.463789 4.95631 0.0230122 0.150208 0.0213804 -0.00333752 -0.81911 -0.00303078 1.13002 -0.00334951 -0.180195 internal_weight=0 147 63 84 362875 132 63 69 48 57 362743 46047 41 316696 101 54 47 46006 751 49 45255 702 45233 316595 119 316476 89 316387 93 internal_count=363022 147 63 84 362875 132 63 69 48 57 362743 46047 41 316696 101 54 47 46006 751 49 45255 702 45233 316595 119 316476 89 316387 93 cat_boundaries=0 7 cat_threshold=2156920832 1209335808 272 1078263825 578828417 2218811458 2 is_linear=0 shrinkage=0.01 Tree=745 num_leaves=28 num_cat=0 split_feature=13 2 7 2 5 2 6 2 6 2 0 12 4 0 8 7 6 8 14 4 7 17 7 8 10 12 7 split_gain=2.67257e+06 8.50705e+06 6.74088e+06 2.58274e+07 2.42885e+06 8.38649e+06 3.4393e+06 2.89469e+06 2.99702e+06 1.66129e+06 1.63528e+07 3.1504e+06 2.15031e+06 4.20861e+06 1.64052e+06 1.45017e+06 1.18984e+06 1.17126e+06 2.56326e+06 1.14109e+06 1.01016e+06 967668 1.2407e+06 1.29206e+06 573790 436983 417830 threshold=2172.3225000000007 2682.0900000000006 2822.9627650000007 2682.0900000000006 1908.1960000000001 2682.0900000000006 1324.2200000000003 522.27250000000015 698.40204000000006 2682.0900000000006 1884.2950000000003 174.88700000000003 2693.9010000000007 1519.5755740000002 761.67400000000009 44.881800000000005 214.72600000000003 1017.6571000000002 1619.4627500000004 785.57750000000021 401.27229150000005 2221.3567500000004 1131.6606400000003 711.30690000000016 633.4305250000001 250.65000000000003 142.08530000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 21 4 14 9 6 7 20 -9 12 11 15 17 26 16 -11 -4 19 -19 -1 -6 22 23 25 -8 -2 -14 right_child=1 -3 3 -5 5 -7 24 8 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.001778416856957213 -0.16896285356794086 -7.0748578990589488 -0.24314370810985567 11.897382785962975 -0.02353671208341071 -6.362139847828792 -3.9595730126422386 -0.070021239386664491 4.7349887418746945 -0.62258044326514528 8.0433179876539445 -4.1792635009402321 -0.86543760596489427 -5.463899951208206 -2.0157479337988229 2.5071139554977417 2.8661137161254886 0.30859506299247619 3.5827233093261719 0.35123403041353679 -2.0349254204245177 1.4580525052547455 -2.6182857640584309 1.9918122645786829 -1.6732935796465194 -1.8999890655517577 0.82049762725830078 leaf_weight=361061 35 22 32 23 94 26 23 27 25 57 27 21 49 21 29 20 20 549 25 918 34 24 27 21 21 25 21 leaf_count=361061 35 22 32 23 94 26 23 27 25 57 27 21 49 21 29 20 20 549 25 918 34 24 27 21 21 25 21 internal_value=0 -1.31774 -0.000105669 2.54543 -0.000834931 -0.986163 -0.362166 0.250468 2.24008 -0.000155898 1.15248 -0.746014 -0.000553202 -1.53756 -0.110062 0.190327 0.952725 -0.000167417 0.451196 -0.000883157 -0.557812 -0.358226 -0.761843 -0.143029 -2.86839 -0.890224 -0.359657 internal_weight=0 154 363123 104 363019 250 224 180 52 362769 125 98 362644 91 81 77 52 362553 574 361979 128 132 108 81 44 60 70 internal_count=363277 154 363123 104 363019 250 224 180 52 362769 125 98 362644 91 81 77 52 362553 574 361979 128 132 108 81 44 60 70 is_linear=0 shrinkage=0.01 Tree=746 num_leaves=32 num_cat=2 split_feature=13 2 3 12 13 4 1 25 1 6 0 13 8 2 1 0 1 26 0 25 26 2 17 1 9 26 19 17 2 12 6 split_gain=2.61939e+06 8.33776e+06 4.10869e+06 4.42436e+07 6.04696e+07 9.8799e+06 1.5038e+06 3.46966e+06 7.68094e+06 2.47687e+06 2.22929e+06 1.62753e+06 1.91639e+06 1.6766e+06 1.31969e+06 1.26191e+06 8.72932e+06 2.42289e+06 1.31423e+06 4.73108e+06 9.61762e+06 2.69392e+06 948411 1.02934e+06 948062 793921 719463 451984 281008 107880 65574.5 threshold=2172.3225000000007 2682.0900000000006 2725.8677800000005 85.709000000000017 855.90750000000014 2693.9010000000007 1256.4300000000001 0 2781.5828000000006 270.75475000000006 2778.6210000000005 37.216250000000009 1017.6571000000002 1271.7445000000002 962.58510000000012 2778.6210000000005 289.85000000000008 2022.5000000000002 1117.6621800000003 1 2022.5000000000002 581.81775000000005 2221.3567500000004 384.69825000000009 2854.0889000000006 2022.5000000000002 218.88300000000001 118.14375000000003 148.53650000000002 195.11325000000002 24.027000000000005 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=2 22 6 5 -5 14 15 8 9 25 11 12 -9 -13 28 18 17 -17 24 20 -20 -21 23 27 26 -8 -1 29 -4 -2 -26 right_child=1 -3 3 4 -6 -7 7 10 -10 -11 -12 13 -14 -15 -16 16 -18 -19 19 21 -22 -23 -24 -25 30 -27 -28 -29 -30 -31 -32 leaf_value=-0.0011040388915478389 -0.19612019471824169 -7.0041096843372692 -0.41722023836771649 22.981905323028563 -1.608662010192871 -7.3854321488090182 -2.3660724175771075 -0.58080720043314094 6.1942224550247191 2.8513194427490238 -3.2164201330476341 -1.1201939226822419 1.7003159617214669 -4.2648744587671192 1.3699967777729034 -4.5413165524131376 4.5232659439813521 -0.89459729697874613 5.6290539826598822 -0.40121588220011511 -0.097784227599268372 1.4131047716232994 1.4434720150629679 -2.1641456925528391 -1.1047906222710244 -0.13415252881891587 0.22578819285353338 1.202688081741333 -1.8689639886220297 -1.118528983252389 -1.8664221363067628 leaf_weight=360173 32 22 30 20 20 23 30 362 24 20 36 88 41 21 38 38 21 35 51 371 69 105 24 35 26 34 1403 20 24 21 20 leaf_count=360173 32 22 30 20 20 23 30 362 24 20 36 88 41 21 38 38 21 35 51 371 69 105 24 35 26 34 1403 20 24 21 20 internal_value=0 -1.30457 -0.000104613 1.62766 10.6866 -1.52328 -0.000799727 -0.479155 1.10292 -0.22044 -0.796541 -0.641951 -0.348733 -1.72605 -0.0577377 6.63794e-05 -1.15843 -2.79289 0.000367023 0.469563 2.15642 -0.000977554 -0.354644 -0.754225 -0.000406273 -1.18036 -0.000223644 -0.0782355 -1.06244 -0.561603 -1.43593 internal_weight=0 154 363123 155 40 115 362968 656 108 84 548 512 403 109 92 362312 94 73 362218 596 120 476 132 108 361622 64 361576 73 54 53 46 internal_count=363277 154 363123 155 40 115 362968 656 108 84 548 512 403 109 92 362312 94 73 362218 596 120 476 132 108 361622 64 361576 73 54 53 46 cat_boundaries=0 7 10 cat_threshold=2282749952 134217728 64 0 0 0 4 135266816 134479872 4096 is_linear=0 shrinkage=0.01 Tree=747 num_leaves=28 num_cat=0 split_feature=13 2 7 2 9 5 2 6 2 6 2 12 7 4 4 1 6 8 14 9 4 7 17 7 8 6 12 split_gain=2.56726e+06 8.17184e+06 6.56848e+06 2.5317e+07 2.44494e+06 2.36787e+06 8.19496e+06 3.36227e+06 2.83402e+06 2.93163e+06 1.62477e+06 1.36453e+07 2.99694e+07 2.25161e+06 2.1261e+06 3.18461e+06 1.46601e+06 1.14108e+06 2.51351e+06 1.11775e+06 1.11479e+06 993134 929538 1.20664e+06 1.26648e+06 726795 425378 threshold=2172.3225000000007 2682.0900000000006 2822.9627650000007 2682.0900000000006 395.07800000000003 1908.1960000000001 2682.0900000000006 1324.2200000000003 522.27250000000015 698.40204000000006 2682.0900000000006 171.22386100000003 46.905000000000008 7.273200000000001 2693.9010000000007 962.58510000000012 214.72600000000003 1017.6571000000002 1619.4627500000004 827.32299999999998 785.57750000000021 52.502000000000002 2221.3567500000004 1131.6606400000003 711.30690000000016 293.37750000000005 250.65000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 22 5 4 16 10 7 8 21 -10 14 12 13 -12 17 25 -4 20 -19 -9 -1 -7 23 24 26 -16 -2 right_child=1 -3 3 -5 -6 6 -8 19 9 -11 11 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.001753631966776018 -0.1645605763707842 -6.9340685827081856 -0.14576544484784526 11.771757752791697 -2.3817012367248536 0.15433821085171823 -6.2879384304926944 -4.5808428535461427 -0.067252167595757376 4.6850563132286069 1.2327435086808114 -5.0098084139823911 13.821331071853638 -2.459140532811483 0.22643269369999569 -4.745480560634447 3.3268531227111815 0.3041363836789609 3.5463414367675781 -1.3799052969614665 0.34716666665796625 -1.6510752426147464 1.4290372935930886 -2.5774656687842477 1.9771733692714148 -2.0425167436599732 -1.8724470775604249 leaf_weight=361061 35 22 31 23 30 78 26 20 27 25 53 28 20 24 48 23 20 549 25 24 918 50 24 27 21 20 25 leaf_count=361061 35 22 31 23 30 78 26 20 27 25 53 28 20 24 48 23 20 549 25 24 918 50 24 27 21 20 25 internal_value=0 -1.29152 -0.000103566 2.51267 -0.116453 -0.000823442 -0.973703 -0.356872 0.248862 2.21751 -0.000152988 1.13974 2.91487 0.0820264 -0.0005459 -1.52887 1.21605 -0.000162293 0.445347 -2.83488 -0.00086875 -0.550901 -0.351097 -0.746683 -0.136422 -0.440905 -0.87618 internal_weight=0 154 363123 104 81 363019 250 224 180 52 362769 125 97 77 362644 91 51 362553 574 44 361979 128 132 108 81 68 60 internal_count=363277 154 363123 104 81 363019 250 224 180 52 362769 125 97 77 362644 91 51 362553 574 44 361979 128 132 108 81 68 60 is_linear=0 shrinkage=0.01 Tree=748 num_leaves=37 num_cat=8 split_feature=11 7 5 25 2 24 9 3 14 2 21 9 1 7 3 2 9 6 2 1 18 25 24 24 2 3 1 8 25 16 3 1 24 25 14 14 split_gain=2.41444e+06 7.41712e+06 2.76259e+07 7.09208e+06 2.4657e+07 7.18127e+06 2.79455e+07 1.33788e+07 2.03401e+06 3.07664e+06 3.04797e+06 3.58889e+06 1.53285e+06 1.66592e+07 1.83964e+07 1.46427e+06 1.43881e+06 1.26669e+06 1.12106e+06 1.11051e+06 5.06723e+06 2.09904e+06 1.95462e+06 1.83099e+06 899121 858225 780308 644522 1.38995e+06 2.13518e+06 1.63824e+06 653903 5.01467e+06 494750 477284 240977 threshold=954.88100000000009 2822.9627650000007 1908.1960000000001 0 1827.1555000000001 1 2854.0889000000006 1493.1141200000004 371.69280000000003 723.85250000000008 16.842000000000002 827.32299999999998 2781.5828000000006 135.58212499999999 888.08100000000013 466.01190000000003 1600.0905700000001 652.29725000000008 55.453750000000007 1256.4300000000001 660.25328000000002 2 3 4 3.3459520000000005 571.90530000000001 555.56875000000014 658.8995000000001 5 950.59180000000003 1493.1141200000004 786.89439000000004 6 7 54.390000000000001 1182.8200000000004 decision_type=2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 1 2 2 2 2 9 2 2 2 1 9 2 2 left_child=1 12 18 4 15 7 8 16 9 25 11 -10 19 14 24 34 17 26 -3 27 21 23 -23 -21 -14 -7 -5 31 29 -29 -30 33 -33 -1 -2 -36 right_child=3 2 -4 5 -6 6 -8 -9 10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 30 -31 -32 32 -34 -35 35 -37 leaf_value=0.056975487546793227 0.64639805716626786 0.93225025717417398 13.218511711120605 -0.17040812208034375 -12.994789909362794 0.33620251339181023 12.428356436729432 -6.8768288658760683 0.42396211218326652 -3.9582495507326994 -2.1658713884353635 4.7264426098447858 2.9212949085235596 7.3463644036650662 -7.4825172704060865 -2.7818888127803802 -2.5369193423235861 1.6487843824114119 -1.8499537580353873 -0.30922062292965974 4.1073981898763909 0.88948620334023332 -0.80532173744511681 -2.2668544380063933 0.57255356550216674 -1.8391291114262172 -2.2013831914554944 -0.41564607619431604 0.64121083118733946 2.6041813978195187 -1.9700092784881591 1.3532404443056609 -0.44989994331581956 -0.0035596969690033162 -1.5029463815689088 -0.085857167925153452 leaf_weight=14039 34 30 20 135 20 133 20 37 47 22 20 33 39 32 30 32 27 35 28 100 23 112 144 113 28 21 22 369 617 25 25 259 355 346202 28 21 leaf_count=14039 34 30 20 135 20 133 20 37 47 22 20 33 39 32 30 32 27 35 28 100 23 112 144 113 28 21 22 369 617 25 25 259 355 346202 28 21 internal_value=0 0.00047766 3.08383 -0.592913 -2.55741 -0.0649596 0.980916 -1.26567 0.186932 -0.460161 1.32581 2.19874 -0.000185771 1.08969 -0.974366 -0.964595 -0.375456 -0.0715004 -0.410883 -0.000573742 -0.475344 -0.700084 -0.0582791 -1.40286 1.93973 0.0395664 -0.455003 7.17205e-05 0.249139 -0.218487 0.531253 -0.000643341 0.325421 -0.00119909 -0.263951 -0.895622 internal_weight=0 362590 78 687 135 552 296 256 276 176 100 80 362512 129 97 115 219 192 58 362383 492 469 256 213 67 154 157 361891 1036 394 642 360855 614 360241 83 49 internal_count=363277 362590 78 687 135 552 296 256 276 176 100 80 362512 129 97 115 219 192 58 362383 492 469 256 213 67 154 157 361891 1036 394 642 360855 614 360241 83 49 cat_boundaries=0 4 5 12 13 14 19 20 26 cat_threshold=0 0 4352 1073741824 2701 1081344 134217728 4352 0 0 0 128 3603 744 2130944 262212 524352 4194336 4199424 1052 2147483648 4 2214593041 38028064 8391825 2227333184 is_linear=0 shrinkage=0.01 Tree=749 num_leaves=28 num_cat=1 split_feature=13 2 7 2 6 3 17 3 6 1 8 24 7 4 4 2 8 14 6 2 4 17 7 8 2 8 4 split_gain=2.49647e+06 7.89373e+06 6.33382e+06 2.46481e+07 2.12225e+06 7.66649e+06 2.5506e+06 2.18401e+06 2.8434e+07 4.93012e+06 1.61757e+06 1.38949e+06 1.3983e+06 1.3899e+06 1.20869e+06 2.16879e+06 1.19112e+06 2.85638e+06 1.15342e+06 1.13454e+06 1.08742e+06 909331 1.17996e+06 1.24667e+06 608104 432580 348815 threshold=2172.3225000000007 2682.0900000000006 2822.9627650000007 2682.0900000000006 1529.30718 2725.8677800000005 228.40000000000003 2725.8677800000005 203.26450000000003 1461.4925000000003 761.67400000000009 0 233.45214000000001 559.40605000000016 2693.9010000000007 1468.575 1017.6571000000002 1619.4627500000004 214.72600000000003 367.00960450000008 785.57750000000021 2221.3567500000004 1131.6606400000003 711.30690000000016 148.53650000000002 42.755925000000005 124.88310000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 21 4 10 7 6 11 14 9 24 18 12 -6 -13 16 25 20 -18 -4 -8 -1 22 23 26 -9 -16 -2 right_child=1 -3 3 -5 5 -7 19 8 -10 -11 -12 13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.0017413671468969891 -0.31154118751868226 -6.8192871371182529 -0.24887422680854798 11.60333620817765 0.17976598512995373 -6.2263659302393597 -0.71216032009124763 0.64452816009521485 9.4632129672265819 -5.9365754075483848 -2.0190804336810935 -0.052547853348547953 2.5565751286113962 -2.144931720603596 -0.86311368079185491 -4.057859073638916 0.31023364305580403 3.8372041988372803 2.8124257812500004 -3.5553280487656593 0.3441875975921701 1.4113760979970298 -2.550998710349754 1.9599187088012695 -1.6065898399353029 0.79397550499957548 -1.9101102957271394 leaf_weight=360993 39 22 32 23 91 24 25 30 31 22 29 114 34 44 50 20 531 24 20 32 911 24 27 21 20 23 21 leaf_count=360993 39 22 32 23 91 24 25 30 31 22 29 114 34 44 50 20 531 24 20 32 911 24 27 21 20 23 21 internal_value=0 -1.27359 -9.86345e-05 2.46738 -0.000805535 -0.76399 -0.378411 -3.95194e-05 1.45591 -1.99168 -0.126775 0.0102997 0.765054 -0.597425 -0.000453151 -1.14034 -0.000160679 0.462751 0.928549 -2.30832 -0.00087058 -0.349304 -0.740566 -0.137088 -0.255919 -0.341017 -0.87104 internal_weight=0 154 363123 104 363019 364 340 362655 103 72 81 283 125 158 362552 93 362459 555 52 57 361904 132 108 81 50 73 60 internal_count=363277 154 363123 104 363019 364 340 362655 103 72 81 283 125 158 362552 93 362459 555 52 57 361904 132 108 81 50 73 60 cat_boundaries=0 1 cat_threshold=1504 is_linear=0 shrinkage=0.01 Tree=750 num_leaves=22 num_cat=0 split_feature=19 9 5 7 0 10 6 9 1 1 6 7 15 0 5 8 1 5 15 15 1 split_gain=2.00096e+06 6.26418e+06 4.43499e+06 2.20601e+07 4.33551e+06 1.53766e+07 1.2621e+07 5.93719e+06 1.48866e+07 4.43558e+06 4.27744e+06 6.13347e+06 2.9018e+06 1.17075e+06 3.76866e+06 4.34276e+06 825783 3.32014e+06 814217 215220 12805.5 threshold=3260.8512500000006 580.86400000000015 2871.8940000000007 2822.9627650000007 2778.6210000000005 126.48825000000001 113.74050000000001 2854.0889000000006 962.58510000000012 733.85806350000018 1324.2200000000003 576.56500000000017 118.11000000000003 1519.5755740000002 1908.1960000000001 1973.6620000000003 2781.5828000000006 26.307400000000005 1947.7010000000002 16.270455000000002 77.899440000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 10 7 6 9 13 19 -6 11 20 -7 16 15 -15 18 -18 -1 -9 -4 right_child=1 -3 3 -5 5 12 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 leaf_value=6.6186552014801822e-05 -1.0753878945963724 6.1496753783453073 -0.5550647120475769 -9.8982388644748269 4.0376923633108337 -0.8439794331330519 10.736914348886126 0.4837410116195679 9.5149693132483453 -0.5854290326436361 -2.8228891124147357 5.6743709484736122 -5.8418648940040958 -0.62057870220874767 -4.7895111894607547 3.9739580875093288 0.64799991467419793 -3.351526825632368 0.9358691256533388 -0.7716904804923318 -0.24143939474354623 leaf_weight=362553 28 21 30 27 49 26 21 36 23 36 33 24 21 317 20 22 51 35 93 22 23 leaf_count=362553 28 21 30 27 49 26 21 36 23 36 33 24 21 317 20 22 51 35 93 22 23 internal_value=0 2.02107 0.00014353 -1.79874 0.000821842 1.68382 3.79478 0.000112816 2.70718 2.07966 0.189314 1.48026 -3.07708 -0.000491089 -0.571272 -0.322408 7.3819e-05 -0.979714 0.000306172 0.00754286 -0.418963 internal_weight=0 49 363462 137 363325 153 106 363172 81 85 110 77 47 363091 359 339 362732 86 362646 58 53 internal_count=363511 49 363462 137 363325 153 106 363172 81 85 110 77 47 363091 359 339 362732 86 362646 58 53 is_linear=0 shrinkage=0.01 Tree=751 num_leaves=20 num_cat=0 split_feature=19 9 11 2 8 6 14 13 3 0 6 1 1 20 1 15 14 13 9 split_gain=1.96114e+06 6.13953e+06 4.02943e+06 1.6672e+07 3.71057e+06 1.55584e+07 2.04047e+06 1.89624e+06 3.63874e+06 1.9574e+06 1.68228e+07 2.48792e+07 1.30689e+07 993855 2.34496e+06 1.21278e+06 776903 743082 321260 threshold=3260.8512500000006 580.86400000000015 3182.0603000000006 1468.575 2971.7767500000004 1937.6795000000002 1182.8200000000004 3214.9168000000004 267.43912000000006 2778.6210000000005 329.88400000000007 2781.5828000000006 1461.4925000000003 894.98750000000007 1098.6214000000002 1947.7010000000002 31.266500000000004 52.486000000000011 3.4050000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 6 7 16 17 9 -9 13 11 -11 -12 15 -15 -1 18 -4 -6 right_child=1 -3 3 -5 5 -7 -8 8 -10 10 12 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=5.3697512135829727e-05 -1.0646340068749018 6.0881782922290624 0.57301866063475604 -9.6628400767933247 -0.20336501812112745 9.8103655214309704 3.1220153808593749 0.25548581504821777 -5.2511288880109781 0.99173405993115771 0.78290029792785643 13.309831787109374 -10.062379638671876 -0.3455889257094984 -3.9344558782577512 1.1946784765580121 1.3862611415169457 -2.1529350422620777 -1.8508147726058959 leaf_weight=362775 28 21 20 22 29 20 20 30 20 91 25 20 20 203 20 85 22 20 20 leaf_count=362775 28 21 20 22 29 20 20 30 20 91 25 20 20 203 20 85 22 20 20 internal_value=0 2.00086 0.000142095 -2.21635 0.000642266 2.01968 0.514033 0.000136518 -1.94716 0.000404564 1.12032 3.21121 -4.03722 -7.66103e-05 -0.66746 0.000333539 -0.174875 -0.789958 -0.875793 internal_weight=0 49 363462 82 363380 91 60 363289 50 363239 156 111 45 363083 223 362860 71 40 49 internal_count=363511 49 363462 82 363380 91 60 363289 50 363239 156 111 45 363083 223 362860 71 40 49 is_linear=0 shrinkage=0.01 Tree=752 num_leaves=23 num_cat=0 split_feature=19 9 5 2 9 3 0 11 6 2 26 9 6 15 11 3 6 4 6 5 15 7 split_gain=1.92211e+06 6.01735e+06 4.29859e+06 2.22072e+07 4.78827e+06 7.7297e+06 4.18873e+06 1.42361e+07 1.3334e+07 1.43704e+07 8.45441e+06 5.81168e+06 1.42181e+07 2.56968e+06 2.24193e+06 1.94377e+06 3.61399e+06 1.63269e+06 1.09244e+06 3.65007e+06 1.16152e+06 906266 threshold=3260.8512500000006 580.86400000000015 2871.8940000000007 2682.0900000000006 522.00500000000011 318.67100000000011 2778.6210000000005 31.866750000000003 137.52500000000001 367.00960450000008 2022.5000000000002 2854.0889000000006 1937.6795000000002 118.11000000000003 1413.4285000000002 2725.8677800000005 747.89455000000009 30.733578000000005 1937.6795000000002 1561.8224400000001 1947.7010000000002 54.239850000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 6 4 5 -4 11 8 9 10 -8 15 21 -9 -6 18 17 -17 20 -20 -1 -13 right_child=1 -3 3 -5 14 -7 7 13 -10 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 leaf_value=-0.00077555739013607716 -1.0539876836538316 6.0272966421218142 -0.26673589785893759 -8.5145391156938341 -4.0023064289922301 7.3673636481875464 8.0966908623190488 -0.51588224115825843 10.994521681308747 -3.5306505941575574 0.24658306930376137 1.647218839150888 9.9953388710021986 -5.3058284934361781 0.51692166101364867 -1.4105210859775543 -4.1021692283948266 1.6755804780324299 0.16833315131813287 4.0242022146027665 1.1291411050859388 -0.80676391208873077 leaf_weight=362708 28 21 36 36 23 21 34 21 20 31 23 27 20 24 21 40 33 30 160 29 91 34 leaf_count=362708 28 21 36 36 23 21 34 21 20 31 23 27 20 24 21 40 33 30 160 29 91 34 internal_value=0 1.98085 0.000140674 -1.77087 0.632816 2.54583 0.000808473 1.65507 3.62407 1.94896 4.9291 0.000111553 2.67842 -3.07052 -1.8454 -0.000485936 -1.37403 -0.0879061 -9.61846e-05 0.759974 -0.000492143 0.279425 internal_weight=0 49 363462 137 101 57 363325 153 108 88 57 363172 81 45 44 363091 103 70 362988 189 362799 61 internal_count=363511 49 363462 137 101 57 363325 153 108 88 57 363172 81 45 44 363091 103 70 362988 189 362799 61 is_linear=0 shrinkage=0.01 Tree=753 num_leaves=23 num_cat=0 split_feature=19 11 5 2 3 0 10 6 2 26 6 11 1 13 3 6 4 6 5 11 11 3 split_gain=1.88386e+06 5.20983e+06 4.21305e+06 2.17653e+07 4.34803e+06 4.10538e+06 1.46663e+07 1.22726e+07 1.30257e+07 8.64438e+06 3.96914e+06 1.86629e+07 3.01075e+06 1.95245e+06 1.30691e+06 2.05362e+06 1.32324e+06 1.0299e+06 4.29708e+06 949191 642491 216807 threshold=3260.8512500000006 871.08830000000023 2871.8940000000007 2682.0900000000006 1282.3492500000004 2778.6210000000005 126.48825000000001 113.74050000000001 367.00960450000008 2022.5000000000002 2976.3936000000008 270.50080000000008 248.93500000000003 515.09000000000003 2725.8677800000005 747.89455000000009 30.733578000000005 1937.6795000000002 1561.8224400000001 327.91500000000002 3182.0603000000006 41.499125000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 4 19 10 7 8 9 -7 14 12 -12 -8 17 16 -16 20 -19 21 -1 -4 right_child=1 -3 3 -5 -6 6 13 -9 -10 -11 11 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.00025137706747856983 -0.74684270925562957 5.8874701004028314 -0.57814964203998964 -8.4293937513563364 3.7443293306904457 8.0157237737319047 -0.92910912057627804 10.545813644045875 -3.2915782985687261 -0.14444376059940883 0.93265780703966006 10.093637021671642 -3.6867192949567524 -5.0063760372002921 -1.3964158971309661 -3.279557063348832 1.3561499700238628 -0.001562843368603633 4.6158076034545905 -2.5954565563201903 -1.2087149461968378 0.75602688925606876 leaf_weight=362811 29 20 29 36 31 34 23 21 30 21 43 22 21 24 40 31 31 104 25 20 44 21 leaf_count=362811 29 20 29 36 31 34 23 21 30 21 43 22 21 24 40 31 31 104 25 20 44 21 internal_value=0 1.96104 0.000139267 -1.75316 0.626488 0.000800389 1.63852 3.70015 2.00887 4.90002 0.000110437 2.14818 -0.583075 -3.01112 -0.00039835 -1.13218 -0.194591 -8.03153e-05 0.893276 -0.75427 -0.000397916 -0.0177955 internal_weight=0 49 363462 137 101 363325 153 106 85 55 363172 86 64 47 363086 102 71 362984 129 70 362855 50 internal_count=363511 49 363462 137 101 363325 153 106 85 55 363172 86 64 47 363086 102 71 362984 129 70 362855 50 is_linear=0 shrinkage=0.01 Tree=754 num_leaves=19 num_cat=0 split_feature=19 9 11 2 8 6 7 1 0 1 1 6 20 1 1 14 2 9 split_gain=1.84637e+06 5.81946e+06 3.89335e+06 1.60767e+07 3.64887e+06 1.52852e+07 6.0374e+06 2.11366e+07 5.69042e+06 8.08779e+06 4.99848e+06 1.96051e+06 995849 2.19304e+06 895850 760216 746256 313658 threshold=3260.8512500000006 580.86400000000015 3182.0603000000006 1468.575 2971.7767500000004 1937.6795000000002 2822.9627650000007 1892.2623000000001 2778.6210000000005 2781.5828000000006 367.00000000000006 652.29725000000008 894.98750000000007 1098.6214000000002 104.01000000000001 31.266500000000004 784.03650000000005 3.4050000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 11 6 15 8 14 12 10 -10 -4 16 -14 -8 17 -1 -6 right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=-0.00050064733007346932 -1.0430875813003098 5.9207856332688111 -0.82384793711014281 -9.4909390987049456 -0.20132111582262763 9.7248061642646793 -0.98547443498883924 -11.654471755981445 2.4593989649864092 6.6911758172923124 -1.6952052450180055 2.96596624646868 -0.35683536283655221 -3.827500425815582 1.3694643491109213 1.3718842406706377 0.23998298713783497 -1.8291634435653685 leaf_weight=361536 28 21 39 22 29 20 35 20 73 29 48 21 203 20 30 22 1295 20 leaf_count=361536 28 21 39 22 29 20 35 20 73 29 48 21 203 20 30 22 1295 20 internal_value=0 1.94143 0.000137875 -2.1786 0.000629527 2.00281 0.000128002 -2.66467 0.00075164 1.94807 0.811292 0.502587 -5.29168e-05 -0.668106 0.10142 -0.172396 0.000357676 -0.865747 internal_weight=0 49 363462 82 363380 91 363289 85 363204 150 121 60 363054 223 65 71 362831 49 internal_count=363511 49 363462 82 363380 91 363289 85 363204 150 121 60 363054 223 65 71 362831 49 is_linear=0 shrinkage=0.01 Tree=755 num_leaves=36 num_cat=2 split_feature=8 6 13 7 4 24 0 7 7 14 8 18 10 0 0 15 0 7 4 4 10 8 6 8 6 25 0 7 0 0 0 10 14 11 4 split_gain=5.69871e+06 5.61268e+06 4.74281e+06 1.14956e+06 889134 5.79129e+06 1.87803e+07 1.57717e+07 5.71406e+06 8.13324e+06 3.25541e+06 2.9038e+06 2.12259e+06 3.38365e+06 1.92981e+06 1.42736e+06 3.40588e+06 1.11736e+06 1.78914e+06 1.42743e+06 1.0248e+06 1.14279e+06 1.15784e+06 983993 735727 2.53596e+06 2.80812e+06 1.08795e+06 668894 660701 572758 431895 327331 311854 143215 threshold=2971.7767500000004 1937.6795000000002 270.01250000000005 998.30500000000018 452.88000000000005 0 2778.6210000000005 2822.9627650000007 1538.3385000000001 1182.8200000000004 1017.6571000000002 1244.8300000000002 31.658750000000001 531.22050000000013 1275.1415000000002 1947.7010000000002 42.927000000000007 762.97500000000002 2693.9010000000007 1116.5450000000003 1159.6875000000002 399.3245290000001 436.01500000000004 1350.3896175000002 610.50250000000017 1 688.40820000000008 1306.1250000000002 591.40200000000016 2778.6210000000005 747.41500000000008 3056.7500000000005 483.75000000000006 382.05000000000001 33.890000000000008 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 34 15 6 8 11 12 10 -10 17 13 -6 -14 20 32 18 -7 -19 24 22 31 33 27 26 -26 29 -29 -1 -27 -22 -17 -23 -2 right_child=1 2 -4 -5 5 7 -8 -9 9 -11 -12 -13 14 -15 -16 16 -18 19 -20 -21 21 23 -24 -25 25 30 -28 28 -30 -31 -32 -33 -34 -35 -36 leaf_value=-0.0013972325744209106 -0.2171700841730291 -8.3185086891867908 -1.5900424659252168 -2.0065030713762555 0.33147984291389704 -0.0027758673592789534 7.9931368996115291 -7.8396772782421777 -1.3232251845938821 8.1100664719291355 3.959156114578247 -2.9240326118469238 -0.061135152820497751 2.1393528675263931 -2.683997575124105 -0.49028054795946396 4.9117999324798589 -0.028580333036288881 2.1249343953481534 -1.7711135510951281 -0.28909697088701974 -1.4655357957922894 1.8102761123657225 0.07301183700561524 0.85166213322722406 0.054691013959420609 4.7582606277465826 -0.51593934915884576 -2.3176221412161122 -0.92185185456887275 -0.96290128612518322 -1.6484446244769626 1.1134296503067018 -2.9921096241474152 0.87909711324251616 leaf_weight=358281 22 22 20 35 627 1095 34 27 28 23 20 36 432 124 30 35 20 114 41 80 174 23 25 24 230 708 20 198 23 78 60 27 20 32 26 leaf_count=358281 22 22 20 35 627 1095 34 27 28 23 20 36 432 124 30 35 20 114 41 80 174 23 25 24 230 708 20 198 23 78 60 27 20 32 26 internal_value=0 -2.13565 -5.11448 -0.628299 -0.00011323 0.180309 0.652574 -0.269281 0.46328 3.22062 0.877767 -0.121618 0.301886 0.629984 -0.231451 -0.00147199 1.37793 -0.0457628 0.0740165 -0.747151 -0.00175944 -0.581169 -0.219265 -1.61649 -0.00126801 0.267185 1.11941 -0.00203014 -0.703445 -0.00159758 -0.0244895 -0.471696 0.0928868 -2.35372 0.376641 internal_weight=0 125 42 83 362689 2711 1318 1393 1284 71 48 1366 1213 751 462 359978 75 1330 1136 194 359903 305 226 79 359598 1018 250 358580 221 358359 768 201 55 55 48 internal_count=362814 125 42 83 362689 2711 1318 1393 1284 71 48 1366 1213 751 462 359978 75 1330 1136 194 359903 305 226 79 359598 1018 250 358580 221 358359 768 201 55 55 48 cat_boundaries=0 1 6 cat_threshold=2417 9700864 134479936 0 1140850688 4194304 is_linear=0 shrinkage=0.01 Tree=756 num_leaves=28 num_cat=2 split_feature=8 2 15 2 9 0 0 6 0 2 7 10 4 25 24 7 5 15 0 21 7 7 5 7 0 0 14 split_gain=5.5853e+06 5.5534e+06 7.21762e+06 1.08344e+06 1.45951e+07 2.02077e+07 8.46534e+06 2.52344e+06 1.11996e+06 4.91717e+06 7.5318e+06 4.00196e+06 708505 2.42521e+06 1.92852e+06 3.50224e+06 2.13354e+06 1.59953e+06 3.74751e+06 1.43878e+06 1.66774e+06 804466 1.96758e+06 566624 527541 334052 319615 threshold=2971.7767500000004 784.03650000000005 137.65125000000003 2682.0900000000006 26.423720000000003 1884.2950000000003 1275.1415000000002 101.48900000000002 2778.6210000000005 26.254000000000001 26.254000000000001 633.4305250000001 452.88000000000005 0 1 659.5150000000001 1146.4585000000004 1947.7010000000002 9.3618345000000023 617.01750000000015 313.37825000000004 1131.6606400000003 1146.4585000000004 610.83000000000004 29.385800000000003 22.257205000000003 483.75000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 24 -3 8 5 7 -6 25 12 -10 -11 -12 17 19 15 -15 -16 21 26 20 -14 23 -23 -1 -2 -5 -19 right_child=1 2 -4 4 6 -7 -8 -9 9 10 11 -13 13 14 16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=-0.0016760398522261794 -0.54077391022130061 -6.9426619720458982 -0.31830662201190818 0.7583953738981678 0.17578387056078232 10.093903461324757 -8.0119630838477107 -2.7103170231410436 -2.9898139535403643 5.1448085755568291 -4.9368947219848636 1.3134417487893786 -0.011149719854339678 0.42577111903238435 0.181733046296153 2.0545976145988631 -1.8031933702048608 -0.49085219158845789 5.1664910726547237 2.4317989125251773 -0.91692424361076619 -0.28467524803635003 -3.3691297600486063 0.29683685915062152 1.4657082443237306 2.4160580844879149 1.1022953104972839 leaf_weight=358739 38 38 29 31 28 29 23 21 61 26 20 21 691 713 659 162 59 34 20 20 288 345 22 637 20 20 20 leaf_count=358739 38 38 29 31 28 29 23 21 61 26 20 21 691 713 659 162 59 34 20 20 288 345 22 637 20 20 20 internal_value=0 -2.1143 -4.0754 -0.000112098 0.843979 3.04592 -3.51673 0.207149 -0.000465998 -0.935697 0.934469 -1.7355 -0.000135682 0.164603 0.405361 0.719118 0.0183704 -0.0013224 1.46874 -0.221152 -0.277608 -0.0016248 -0.469574 -0.00114692 0.151116 1.40846 0.0992024 internal_weight=0 125 67 362689 152 101 51 72 362537 128 67 41 362409 2592 1593 875 718 359817 74 999 979 359743 367 359376 58 51 54 internal_count=362814 125 67 362689 152 101 51 72 362537 128 67 41 362409 2592 1593 875 718 359817 74 999 979 359743 367 359376 58 51 54 cat_boundaries=0 5 6 cat_threshold=2223309316 142868580 337 1114701856 4196352 3440 is_linear=0 shrinkage=0.01 Tree=757 num_leaves=27 num_cat=3 split_feature=8 3 4 1 13 9 5 3 0 0 1 1 26 3 5 1 0 1 25 24 14 5 7 25 26 4 split_gain=5.47416e+06 5.96132e+06 1.3325e+06 1.17128e+06 1.88499e+07 6.12498e+06 1.08285e+07 4.92887e+06 2.71739e+06 2.44356e+06 6.57375e+06 6.65668e+06 5.42375e+06 1.50998e+06 4.37254e+06 1.01851e+06 886105 860801 6.21044e+06 3.68101e+06 2.79295e+06 645964 1.12227e+06 490965 388749 151261 threshold=2971.7767500000004 2725.8677800000005 727.60250000000008 2781.5828000000006 312.11975000000007 103.43350000000001 923.46450000000016 7.2935000000000008 195.69400000000005 2778.6210000000005 354.74564000000004 1098.6214000000002 2022.5000000000002 2725.8677800000005 842.25950000000023 228.79050000000004 497.59550000000002 786.89439000000004 0 1 1619.4627500000004 2871.8940000000007 262.51530500000007 2 2022.5000000000002 0.76171500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 2 left_child=3 2 25 9 5 6 7 8 -5 13 12 -12 -11 17 15 24 -4 21 19 -19 -20 23 -23 -1 -15 -2 right_child=1 -3 16 4 -6 -7 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18 18 20 -21 -22 22 -24 -25 -26 -27 leaf_value=0.028795898172423718 0.00823861495308254 -5.5268358167012535 -0.30480438899993895 -1.5902015756524128 9.4340939331054692 -4.2978128340750024 6.8529444555802774 -4.5420738276728878 3.2708116199659263 -6.2311660902840753 5.7630506927967078 -1.4689967357090541 -0.58032427729982317 -1.5931756067276002 -4.0837669982910159 2.1572829914093017 -3.1045585221510668 2.1346305729381672 -0.3654610734329774 0.28753560399581285 3.4190870780944822 0.011475123096914853 -2.9738441619873051 -0.0050530078085929192 0.21907736679603315 1.1973389242887498 leaf_weight=49680 23 36 20 23 22 33 22 27 23 35 20 35 33 20 35 20 26 212 780 234 20 34 20 311332 29 20 leaf_count=49680 23 36 20 23 22 33 22 27 23 35 20 35 33 20 35 20 26 212 780 234 20 34 20 311332 29 20 internal_value=0 -2.09316 -0.704251 -0.000110977 0.883367 -0.586289 0.702977 -1.15044 0.840305 -0.000476515 -1.40972 1.16084 -3.48885 1.76653e-06 -1.20477 0.255585 -1.88727 0.000347592 0.262736 1.19308 -0.267504 -0.000557882 -1.0942 -0.000394295 -0.520618 0.561309 internal_weight=0 125 89 362689 150 128 95 73 46 362539 123 55 68 362416 104 69 46 362312 1246 446 800 361066 54 361012 49 43 internal_count=362814 125 89 362689 150 128 95 73 46 362539 123 55 68 362416 104 69 46 362312 1246 446 800 361066 54 361012 49 43 cat_boundaries=0 7 8 14 cat_threshold=135282688 134217728 4432 1073741824 16384 0 132 3340 1082163332 135300132 67174400 2248146993 41977985 2223007808 is_linear=0 shrinkage=0.01 Tree=758 num_leaves=32 num_cat=1 split_feature=8 3 4 2 9 0 0 6 0 2 7 10 26 0 4 24 7 10 10 7 12 4 7 17 6 6 5 9 5 0 4 split_gain=5.36522e+06 5.84269e+06 1.30598e+06 1.04836e+06 1.42735e+07 1.97344e+07 8.30003e+06 2.48491e+06 1.06544e+06 4.76732e+06 7.37724e+06 3.91566e+06 1.80119e+06 868472 687912 2.14561e+06 2.78696e+06 7.69452e+06 1.99923e+06 1.93676e+06 2.36227e+06 1.808e+06 645571 1.34664e+06 1.61895e+06 552012 1.04655e+06 631180 339890 328381 148251 threshold=2971.7767500000004 2725.8677800000005 727.60250000000008 2682.0900000000006 26.423720000000003 1884.2950000000003 1275.1415000000002 101.48900000000002 2778.6210000000005 26.254000000000001 26.254000000000001 633.4305250000001 2022.5000000000002 497.59550000000002 452.88000000000005 0 1538.3385000000001 1058.8682400000002 30.615000000000002 1131.6606400000003 430.80850000000004 2693.9010000000007 1131.6606400000003 6.7625000000000011 698.40204000000006 610.50250000000017 1561.8224400000001 2854.0889000000006 330.08250000000004 22.257205000000003 0.76171500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 30 8 5 7 -6 29 14 12 -11 -12 -10 -4 22 19 18 -18 -17 21 -21 -16 25 24 -24 27 -27 -1 -25 -5 -2 right_child=1 -3 13 4 6 -7 -8 -9 9 10 11 -13 -14 -15 15 16 17 -19 -20 20 -22 -23 23 28 -26 26 -28 -29 -30 -31 -32 leaf_value=-0.0016594257683615488 0.0081561677352241842 -5.4715673404269749 -0.30175635051727295 0.75000451880116614 0.17408722673143662 9.9727094794963964 -7.9333217745241917 -2.6926804606119794 -4.4665075504078589 5.0957208662766673 -4.8803170318603515 1.30226421219962 -1.0069249912544533 -3.0735129136305592 -0.19710886751824816 0.55532002110681944 -0.0050821233213993542 6.3219997146622893 -0.17552351499485472 0.1456125256110882 -3.7664393664851334 2.2259698686003686 -0.41276349744120777 -1.0488301744987798 1.7026366261073522 0.18102477599502592 2.2139714886591988 1.3045057941127467 -2.4224599894304428 2.3935359954833983 1.1853655695915222 leaf_weight=358405 23 36 20 31 28 29 23 21 34 26 20 21 27 26 817 995 57 29 600 29 33 32 261 43 42 972 26 37 31 20 20 leaf_count=358405 23 36 20 31 28 29 23 21 34 26 20 21 27 26 817 995 57 29 600 29 33 32 261 43 42 972 26 37 31 20 20 internal_value=0 -2.07222 -0.697209 -0.000109193 0.830205 3.00775 -3.4822 0.202425 -0.000457317 -0.912643 0.928805 -1.71363 -2.93522 -1.8684 -0.00013514 0.162192 0.372725 2.12847 0.280395 -0.227879 -1.93661 -0.10578 -0.00130449 -0.414898 -0.11954 -0.000870689 0.233987 -0.0015246 -1.62427 1.39453 0.555695 internal_weight=0 125 89 362689 152 101 51 72 362537 128 67 41 61 46 362409 2592 1681 86 1595 911 62 849 359817 377 303 359440 998 358442 74 51 43 internal_count=362814 125 89 362689 152 101 51 72 362537 128 67 41 61 46 362409 2592 1681 86 1595 911 62 849 359817 377 303 359440 998 358442 74 51 43 cat_boundaries=0 1 cat_threshold=650 is_linear=0 shrinkage=0.01 Tree=759 num_leaves=28 num_cat=2 split_feature=8 3 4 1 13 10 6 3 0 0 2 26 2 6 3 5 11 0 1 25 24 12 10 10 2 2 4 split_gain=5.25846e+06 5.72642e+06 1.27999e+06 1.1252e+06 1.84985e+07 4.01521e+06 6.05407e+06 7.08099e+06 5.68135e+06 2.38928e+06 9.22948e+06 5.02622e+06 4.96098e+06 1.72567e+06 1.47881e+06 4.26854e+06 1.23569e+06 851189 843639 6.34455e+06 5.58551e+06 2.81582e+06 1.48401e+06 881129 689064 337041 145301 threshold=2971.7767500000004 2725.8677800000005 727.60250000000008 2781.5828000000006 312.11975000000007 10.722500000000002 1136.6981000000003 1118.1025000000002 992.19979999999998 2778.6210000000005 26.254000000000001 2022.5000000000002 723.85250000000008 747.89455000000009 2725.8677800000005 842.25950000000023 28.866681000000003 497.59550000000002 786.89439000000004 0 1 1132.9885000000002 3056.7500000000005 1935.1350000000002 77.787300000000016 164.88500000000002 0.76171500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=3 2 26 9 5 6 7 8 -5 14 11 -11 -12 -14 18 16 25 -4 22 20 -20 -21 23 -1 -24 -16 -2 right_child=1 -3 17 4 -6 -7 -8 -9 -10 10 12 -13 13 -15 15 -17 -18 -19 19 21 -22 -23 24 -25 -26 -27 -28 leaf_value=-0.00051493246751474714 0.008074645996093751 -5.4168517992231582 -0.29873877620697026 -1.3116992021690714 9.3364573964205668 -4.7057990379333496 5.1384548702239989 -5.7253075840162193 5.0101862203507199 -7.3022001911031795 4.8476768190964412 -1.2471703023176928 -2.6129566947937013 1.3279809131622315 0.11390120915004186 -4.0368219081333709 2.3452733397483825 -3.0427778097299427 2.8743771811805927 -0.38244486642079523 0.39743860314723911 2.2450935647099515 -0.76337267847622148 1.1215368266105652 -3.0672647112891789 -1.5620079621814547 1.1735118680000305 leaf_weight=360941 23 36 20 44 22 20 20 23 21 29 23 26 25 20 28 35 20 26 135 792 276 43 34 70 21 21 20 leaf_count=360941 23 36 20 44 22 20 20 23 21 29 23 26 25 20 28 35 20 26 135 792 276 43 34 70 21 21 20 internal_value=0 -2.0515 -0.690236 -0.000108101 0.865815 -0.590077 0.172094 -0.956624 0.730756 -0.000466375 -1.39397 -4.43982 1.06959 -0.861429 6.56344e-06 -1.19227 0.250616 -1.84972 0.000348801 0.260108 1.25998 -0.24421 -0.0005476 -0.000297367 -1.64304 -0.604346 0.550138 internal_weight=0 125 89 362689 150 128 108 88 65 362539 123 55 68 45 362416 104 69 46 362312 1246 411 835 361066 361011 55 49 43 internal_count=362814 125 89 362689 150 128 108 88 65 362539 123 55 68 45 362416 104 69 46 362312 1246 411 835 361066 361011 55 49 43 cat_boundaries=0 7 8 cat_threshold=137379840 134217728 336 1073741824 16384 0 132 2436 is_linear=0 shrinkage=0.01 Tree=760 num_leaves=27 num_cat=0 split_feature=5 11 0 3 4 3 2 3 6 3 4 4 2 3 8 6 2 10 3 0 10 18 6 20 4 0 split_gain=3.25532e+06 1.34886e+07 1.91586e+07 1.12409e+07 4.23755e+06 2.44467e+07 3.47571e+06 1.44424e+07 3.26308e+06 5.21568e+06 1.72651e+06 2.24147e+06 1.5028e+06 1.28969e+06 1.15533e+06 986690 3.13669e+06 3.79482e+06 1.88296e+06 1.23315e+06 942002 550691 2.47486e+06 462423 444312 72332.1 threshold=2871.8940000000007 3182.0603000000006 992.19979999999998 2725.8677800000005 2693.9010000000007 2725.8677800000005 2682.0900000000006 1890.7105500000002 293.37750000000005 117.64300000000001 7.273200000000001 862.3225000000001 624.21400000000006 65.416499999999999 1148.5039000000004 1937.6795000000002 967.39580000000012 517.51460000000009 1493.1141200000004 887.79240000000016 3056.7500000000005 1734.8725725000002 436.01500000000004 894.98750000000007 17.821000000000005 65.403650000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 12 -4 6 8 15 10 9 -6 25 -12 13 -2 -10 20 18 -18 19 -17 21 23 -23 -1 -22 -8 right_child=1 -3 3 -5 5 -7 7 -9 14 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 24 22 -24 -25 -26 -27 leaf_value=-0.0017804656642920788 -0.27756611704826356 4.5347798261971306 -3.0160329977273945 -13.374589795199309 -0.83725233069237548 11.684829323178247 0.80110583403171631 -8.8232292656276545 -3.1792800184658598 5.3285496409043027 -3.0592683156331377 1.0615117194435812 -2.1548558673858644 3.0472676372528076 -0.35487024164199832 0.047726198465927787 -0.023040191650390628 5.9955343194441371 -2.8127004070281982 2.5842221817762954 -0.54778065959612532 -0.18773914409922315 3.3308154681876854 -0.48037229846351515 -2.565912344455719 1.5407863082885742 leaf_weight=361958 28 29 20 22 34 21 39 23 28 23 33 22 20 20 30 115 20 22 20 23 24 77 27 202 20 20 leaf_count=361958 28 29 20 22 34 21 39 23 28 23 33 22 20 20 30 115 20 22 20 23 24 77 27 202 20 20 internal_value=0 -1.53221 -3.13168 -8.44194 -0.00156854 1.76328 -0.0022304 -1.59473 -0.048486 1.6507 -0.136349 -1.41096 0.148182 1.10778 -1.71838 -0.00162856 0.700563 3.12955 0.0548836 0.470476 -0.00201618 -0.00183847 0.725732 -0.00204741 -1.46511 1.05184 internal_weight=0 139 110 42 362781 136 362645 137 115 57 114 55 68 48 58 362508 200 42 158 138 362308 362264 104 362160 44 59 internal_count=362920 139 110 42 362781 136 362645 137 115 57 114 55 68 48 58 362508 200 42 158 138 362308 362264 104 362160 44 59 is_linear=0 shrinkage=0.01 Tree=761 num_leaves=25 num_cat=1 split_feature=1 12 13 0 6 17 2 0 26 2 2 4 4 0 1 5 1 26 11 6 1 24 4 5 split_gain=8.46342e+06 3.1367e+07 4.5018e+07 2.95492e+07 2.62607e+06 1.34331e+07 1.93072e+06 1.6359e+06 1.56906e+06 1.77811e+06 1.4647e+06 6.4457e+06 1.88056e+06 1.4254e+06 3.55085e+06 5.01692e+06 4.00897e+06 1.21665e+06 881743 2.55597e+06 1.06427e+06 3.03091e+06 860028 801347 threshold=2781.5828000000006 7.3327500000000008 1175.575 2778.6210000000005 2976.3936000000008 86.586000000000013 1468.575 286.09000000000009 2022.5000000000002 367.00960450000008 2682.0900000000006 1292.0010000000002 102.15277500000001 2778.6210000000005 555.56875000000014 772.27550000000008 4.6635000000000009 2022.5000000000002 3182.0603000000006 368.02500000000003 1461.4925000000003 0 588.42000000000019 1908.1960000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=4 3 -3 6 10 8 7 -2 -6 -10 13 12 17 18 16 -16 -15 -12 20 -20 23 -22 -14 -1 right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 11 -13 22 14 15 -17 -18 -19 19 -21 21 -23 -24 -25 leaf_value=-0.00085620808716765657 -2.8643023093541462 12.900083331721168 -4.0063823751608529 -14.499374768292462 -1.9762005618740532 8.328960737145465 -5.0412260593067515 0.45395521203676859 -1.2549051055737903 2.7295644442240401 2.9008091278076171 -5.3131340203966406 -3.0478862667083741 1.0011294416586558 -4.1908052317301436 2.4204014656760475 6.3300021038055423 0.0451381922412563 -0.39237050410579233 4.1128978441953663 0.65341029607332668 -1.3248145940103155 -0.15038511866614931 -0.68961690152185195 leaf_weight=361862 39 28 36 27 34 23 22 24 21 24 25 28 20 48 24 22 20 37 34 20 120 192 21 169 leaf_count=361862 39 28 36 27 34 23 22 24 21 24 25 28 20 48 24 22 20 37 34 20 120 192 21 169 internal_value=0 -2.19449 3.3902 -5.38574 -0.00106953 1.60325 -2.49082 -1.6002 -0.354864 0.870145 -0.00152077 -1.05873 0.097811 -0.00113873 1.11688 -1.02892 2.56844 1.19662 -0.00149043 1.27625 -0.00168085 -0.585478 -1.5638 -0.00117773 internal_weight=0 176 64 112 362744 102 85 63 79 45 362642 131 103 362511 114 46 68 62 362397 54 362343 312 41 362031 internal_count=362920 176 64 112 362744 102 85 63 79 45 362642 131 103 362511 114 46 68 62 362397 54 362343 312 41 362031 cat_boundaries=0 1 cat_threshold=2881 is_linear=0 shrinkage=0.01 Tree=762 num_leaves=25 num_cat=0 split_feature=1 12 13 0 3 6 17 3 4 8 10 5 0 2 6 2 10 0 2 0 2 1 0 0 split_gain=8.295e+06 3.07428e+07 4.41221e+07 2.89612e+07 3.80222e+06 2.57381e+06 1.31658e+07 1.57307e+06 5.30227e+06 2.31932e+06 1.38009e+06 1.29492e+06 1.25007e+06 947562 785299 2.23871e+06 2.19928e+06 2.06921e+06 1.19062e+06 903567 1.03544e+06 867545 957249 765566 threshold=2781.5828000000006 7.3327500000000008 1175.575 2778.6210000000005 1493.1141200000004 2976.3936000000008 86.586000000000013 2725.8677800000005 1888.1190000000004 46.751870000000004 941.87500000000011 194.43750000000003 53.860000000000007 723.85250000000008 1937.6795000000002 723.85250000000008 3056.7500000000005 747.41500000000008 77.787300000000016 531.22050000000013 19.122200000000003 1892.2623000000001 11.814750000000002 2778.6210000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 13 7 10 14 9 12 11 -7 -9 -2 16 19 21 -17 -18 20 -16 23 -23 -1 right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15 15 17 18 -19 -20 -21 -22 22 -24 -25 leaf_value=-0.0010336320644825482 -2.0747549973834647 12.771082994597299 -3.9663186017672225 -14.35438086050528 -6.158147989908854 0.14346354278234336 8.2456713004734201 2.1141265771327875 -5.352049268086752 -2.4024624420034475 1.337873611132304 -3.1139216335960054 -0.8253238765053128 0.55038426327705381 0.13198845294805675 4.9820267047882076 -0.72024061426520347 0.66660703010559075 -3.666698911190033 1.7581756253242491 -2.4560165526650168 0.47845753626389936 -1.2761449831147802 0.91129785123078721 leaf_weight=362090 44 28 36 27 21 26 23 39 24 29 30 23 23 20 52 20 32 25 24 20 22 44 106 92 leaf_count=362090 44 28 36 27 21 26 23 39 24 29 30 23 23 20 52 20 32 25 24 20 22 44 106 92 internal_value=0 -2.17255 3.35629 -5.33188 -2.46591 -0.00105902 1.58722 -0.00150575 -1.17089 -0.068164 -0.351316 -1.38551 1.02369 -1.2544 -0.0011348 0.750362 -0.00142305 2.58457 -1.98301 -0.127718 -0.637418 -0.00111679 -0.761462 -0.000801885 internal_weight=0 176 64 112 85 362744 102 362642 115 91 79 49 62 64 362527 139 362388 45 56 94 74 362332 150 362182 internal_count=362920 176 64 112 85 362744 102 362642 115 91 79 49 62 64 362527 139 362388 45 56 94 74 362332 150 362182 is_linear=0 shrinkage=0.01 Tree=763 num_leaves=26 num_cat=0 split_feature=5 11 0 3 4 3 6 3 3 4 0 8 4 5 19 11 6 17 19 18 10 12 11 0 18 split_gain=3.06461e+06 1.31537e+07 1.8369e+07 1.06897e+07 4.20109e+06 2.4135e+07 3.20061e+06 5.11253e+06 2.48462e+06 6.37355e+06 1.12742e+07 1.1326e+06 1.00365e+06 780442 675063 1.19288e+06 907293 903914 2.8723e+06 866349 530297 1.50863e+06 519555 362364 61450.8 threshold=2871.8940000000007 3182.0603000000006 992.19979999999998 2725.8677800000005 2693.9010000000007 2725.8677800000005 293.37750000000005 117.64300000000001 2725.8677800000005 1116.5450000000003 1117.6621800000003 1148.5039000000004 22.317000000000004 144.82300000000001 1916.2125000000003 17.816616500000006 306.15750000000008 1381.0875000000003 769.6472500000001 1022.0625000000001 3056.7500000000005 191.72600000000003 212.88531250000003 267.54700000000008 57.425000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 12 -4 8 6 7 -6 14 10 13 -8 -2 -10 17 24 -17 20 19 -19 22 -22 -1 -14 -16 right_child=1 -3 3 -5 5 -7 11 -9 9 -11 -12 -13 23 -15 15 16 -18 18 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.0029377489690431409 1.7903867786129317 4.5045494855683428 -2.9746089320182802 -13.07601959922097 -0.8248470068974969 11.613818304879326 -3.1447476836613251 5.2796817580513338 -0.014049369998094512 2.440379573299039 -9.4291118965148932 -0.34826366837819417 0.15566178668629038 -2.2288223600387576 0.62207074248272443 -0.7139659782077955 -3.6262194328308106 0.56840016769762669 3.6560718917846682 -1.3281363167301303 -2.5511814158303396 1.0448051660060882 0.11382231632160528 -1.6593357155539772 -0.11718483567237854 leaf_weight=358372 24 29 20 22 34 21 28 23 41 31 20 30 22 26 23 23 20 108 28 31 28 20 3852 22 22 leaf_count=358372 24 29 20 22 34 21 28 23 41 31 20 30 22 26 23 23 20 108 28 31 28 20 3852 22 22 internal_value=0 -1.48665 -3.06615 -8.26582 -0.00152216 1.75571 -0.0444605 1.63838 -0.00218116 -1.45302 -2.84032 -1.69829 0.145418 -0.873514 -0.00170892 -0.877455 -2.0685 -0.00149629 0.734042 0.145432 -0.00183536 -1.05285 -0.00169609 -0.751837 0.260657 internal_weight=0 139 110 42 362781 136 115 57 362645 118 87 58 68 67 362527 88 43 362439 167 139 362272 48 362224 44 45 internal_count=362920 139 110 42 362781 136 115 57 362645 118 87 58 68 67 362527 88 43 362439 167 139 362272 48 362224 44 45 is_linear=0 shrinkage=0.01 Tree=764 num_leaves=25 num_cat=0 split_feature=1 7 9 0 11 6 4 3 4 8 0 1 0 3 6 10 19 0 8 8 11 1 0 0 split_gain=8.0755e+06 1.80772e+07 3.89452e+07 2.83038e+07 1.02929e+07 2.53304e+06 1.04206e+07 1.534e+06 5.31632e+06 2.26724e+06 1.22351e+06 2.60113e+06 1.20458e+06 817084 769824 2.14159e+06 2.00828e+06 1.07769e+06 996572 1.3345e+06 1.02809e+06 851617 938949 752533 threshold=2781.5828000000006 16.677500000000006 250.65000000000003 1884.2950000000003 1085.4300000000001 2976.3936000000008 1522.8167500000002 2725.8677800000005 1888.1190000000004 46.751870000000004 747.41500000000008 17.896000000000004 53.860000000000007 45.215913000000008 1937.6795000000002 3056.7500000000005 47.95000000000001 149.25200000000004 613.57500000000016 11.862100000000002 954.88100000000009 1892.2623000000001 11.814750000000002 2778.6210000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 13 -4 7 10 14 9 12 11 -7 -9 -2 15 21 18 -17 19 -16 -20 23 -23 -1 right_child=1 2 4 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15 16 17 -18 -19 20 -21 -22 22 -24 -25 leaf_value=-0.001008823778425483 -0.7368514646066201 13.359548593997957 -6.5185648046840328 -14.074848861694337 1.3796162596615877 -0.92906940723076847 7.4983702385943864 2.0978792366614711 -5.3429389381408692 -2.3599991393911428 -2.2874904975891113 3.5066040439605715 -0.78759192922840959 -3.0247698748553238 0.43637826002561125 -0.75542539477348325 3.6749422349929808 -3.5586661783854168 2.9055612369205641 -2.4564580486131753 -0.15477334022521974 0.47358667135238647 -1.2641636271859116 0.90352342149485709 leaf_weight=362090 37 20 33 26 33 39 23 39 24 29 20 20 23 27 52 32 20 24 23 23 21 44 106 92 leaf_count=362090 37 20 33 26 33 39 23 39 24 29 20 20 23 27 52 32 20 24 23 23 21 44 106 92 internal_value=0 -2.14359 1.13495 -5.27643 -2.56947 -0.00103101 1.57462 -0.00147419 -1.15624 -0.0520582 -0.150018 0.574549 1.02746 -1.70207 -0.00110788 -0.00139327 0.742947 -1.95681 0.250175 -0.450758 1.44495 -0.00109106 -0.754424 -0.000779058 internal_weight=0 176 86 90 66 362744 102 362642 115 91 79 59 62 64 362527 362388 139 56 119 75 44 362332 150 362182 internal_count=362920 176 86 90 66 362744 102 362642 115 91 79 59 62 64 362527 362388 139 56 119 75 44 362332 150 362182 is_linear=0 shrinkage=0.01 Tree=765 num_leaves=21 num_cat=0 split_feature=11 5 3 8 3 16 12 3 1 1 0 5 7 5 9 4 8 26 15 7 split_gain=1.55381e+06 1.70635e+07 4.03802e+06 3.27318e+06 9.88985e+06 1.63643e+06 3.9491e+06 3.33227e+06 1.90808e+07 5.46844e+06 3.97572e+06 3.91614e+06 2.81346e+06 2.36095e+06 1.03572e+06 944958 924338 1.99755e+06 814376 3433.47 threshold=3182.0603000000006 1908.1960000000001 297.12438000000003 2971.7767500000004 1890.7105500000002 3006.0949125000006 1132.9885000000002 2725.8677800000005 2781.5828000000006 2781.5828000000006 1117.6621800000003 130.76775000000004 712.24900000000014 137.52250000000001 203.268 727.60250000000008 1973.6620000000003 2022.5000000000002 1947.7010000000002 19.668459000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 15 7 -7 9 12 16 14 -12 13 -9 -11 19 18 -18 -1 -5 right_child=1 -3 -4 4 -6 6 -8 8 -10 10 11 -13 -14 -15 -16 -17 17 -19 -20 -21 leaf_value=-5.5999978578971264e-05 0.09110151084264119 7.2137781524658209 -5.7097778673172002 0.9328845405578613 -7.9123726199922118 0.40486583143472671 -5.259622486591339 0.067111712331357209 9.6497539933522543 -1.5511155263115379 -7.5284878951852976 -1.4911966332935152 2.3269340693155924 -3.6580418678566264 1.0050401550790538 -1.4146077172322706 2.9299061242271871 -0.077726947920663023 0.93084794328567821 0.75184857940673822 leaf_weight=362406 30 31 20 22 21 32 20 46 24 51 22 21 30 27 23 33 34 63 94 20 leaf_count=362406 30 31 20 22 21 32 20 46 24 51 22 21 30 27 23 33 34 63 94 20 internal_value=0 1.38475 -2.22925 -0.00042647 -1.84668 6.19399e-05 -1.77378 0.000316156 1.61986 -0.000250908 -2.16182 -4.58004 -0.251184 -1.31068 -0.756635 -0.148288 0.00044657 0.976495 0.000185393 0.846677 internal_weight=0 81 50 362989 96 362893 52 362841 127 362714 117 43 103 73 74 75 362597 97 362500 42 internal_count=363070 81 50 362989 96 362893 52 362841 127 362714 117 43 103 73 74 75 362597 97 362500 42 is_linear=0 shrinkage=0.01 Tree=766 num_leaves=21 num_cat=0 split_feature=11 5 7 8 3 16 12 3 1 1 0 5 7 5 9 4 8 26 18 7 split_gain=1.52289e+06 1.6724e+07 4.0006e+06 3.20804e+06 9.69304e+06 1.60386e+06 3.87051e+06 3.26596e+06 1.87011e+07 5.35962e+06 3.8966e+06 3.8382e+06 2.75748e+06 2.31397e+06 1.01511e+06 926153 905943 1.9578e+06 806856 3365.14 threshold=3182.0603000000006 1908.1960000000001 279.22250000000003 2971.7767500000004 1890.7105500000002 3006.0949125000006 1132.9885000000002 2725.8677800000005 2781.5828000000006 2781.5828000000006 1117.6621800000003 130.76775000000004 712.24900000000014 137.52250000000001 203.268 727.60250000000008 1973.6620000000003 2022.5000000000002 1734.8725725000002 19.668459000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 15 7 -7 9 12 16 14 -12 13 -9 -11 19 18 -18 -1 -5 right_child=1 -3 -4 4 -6 6 -8 8 -10 10 11 -13 -14 -15 -16 -17 17 -19 -20 -21 leaf_value=-5.5455110404799002e-05 0.73718228737513225 7.1416406397665702 -4.924625482559204 0.92355570186268199 -7.8332488723028266 0.4008171808719635 -5.2070264489650731 0.066440591397492782 9.5532565402984613 -1.5356043591218835 -7.4532029097730463 -1.4762846506209601 2.3036646703084309 -3.6214614536144114 0.99498974473580082 -1.4004616662227747 2.9006069822872389 -0.076949646889217321 0.93150778916574295 0.74433008503913889 leaf_weight=362407 24 31 26 22 21 32 20 46 24 51 22 21 30 27 23 33 34 63 93 20 leaf_count=362407 24 31 26 22 21 32 20 46 24 51 22 21 30 27 23 33 34 63 93 20 internal_value=0 1.3709 -2.20696 -0.000422205 -1.82821 6.13204e-05 -1.75605 0.000312994 1.60366 -0.000248399 -2.1402 -4.53424 -0.248672 -1.29758 -0.749068 -0.146805 0.000442104 0.96673 0.000183539 0.83821 internal_weight=0 81 50 362989 96 362893 52 362841 127 362714 117 43 103 73 74 75 362597 97 362500 42 internal_count=363070 81 50 362989 96 362893 52 362841 127 362714 117 43 103 73 74 75 362597 97 362500 42 is_linear=0 shrinkage=0.01 Tree=767 num_leaves=29 num_cat=5 split_feature=25 2 0 1 16 5 2 5 3 0 0 0 1 1 0 3 8 0 25 3 24 3 24 3 1 14 5 25 split_gain=1.20924e+06 1.27864e+08 2.27065e+07 3.00748e+07 7.93855e+06 6.12811e+06 3.55452e+06 6.92412e+06 3.1652e+06 2.72276e+06 4.05861e+06 5.82098e+06 2.47001e+06 1.52111e+06 1.89718e+06 2.47595e+06 1.79337e+06 1.73674e+06 4.90116e+06 4.84904e+06 1.64879e+06 1.46127e+06 1.34723e+06 1.19866e+06 960727 893274 5.25728e+06 558399 threshold=0 2682.0900000000006 2778.6210000000005 2781.5828000000006 23.336000000000002 670.57570000000021 2682.0900000000006 1561.8224400000001 1493.1141200000004 1884.2950000000003 1275.1415000000002 992.19979999999998 190.81250000000003 2781.5828000000006 1519.5755740000002 888.08100000000013 9.3820000000000032 1275.1415000000002 1 1282.3492500000004 2 142.73850000000002 3 888.08100000000013 53.904000000000003 1182.8200000000004 1561.8224400000001 4 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 1 2 2 2 2 9 left_child=1 8 6 4 5 21 13 23 9 10 11 22 -10 17 15 16 -15 25 19 -19 -20 -4 -1 24 -8 27 -27 -2 right_child=2 -3 3 -5 -6 -7 7 -9 12 -11 -12 -13 -14 14 -16 -17 -18 18 20 -21 -22 -23 -24 -25 -26 26 -28 -29 leaf_value=0.67202569984533966 0.028187559618313002 20.40429671748992 -5.5543064641952515 -13.010180427288187 3.5965092501432996 0.65112729101470024 0.19922566032409669 -6.1826872258716161 -0.13175303199074484 3.6272742171514603 -4.0822148907184603 4.3578054151227397 -4.7260254570007323 -2.1603928796868574 1.3704325219717892 -4.8920884286789672 1.5390954087972641 1.1333691280734155 -1.1459317547821801 5.2543899512972159 0.36073350697755813 -2.4420049355246802 -0.058377299378967851 1.4487108375549318 -2.2238114968935649 0.16237857207655906 5.2581164290688251 -0.0059776518176549356 leaf_weight=266 56842 31 48 29 23 33 30 27 22 21 24 31 25 38 22 21 20 155 111 35 175 22 2960 25 36 254 22 301722 leaf_count=266 56842 31 48 29 23 33 30 27 22 21 24 31 25 38 22 21 20 155 111 35 175 22 2960 25 36 254 22 301722 internal_value=0 0.187868 -0.00188675 -3.82851 -1.71527 -2.90139 -0.0002371 -1.73555 0.00129617 0.037974 0.0150007 0.045192 -2.57551 0.000332621 -1.22671 -1.94996 -0.884707 0.000677529 0.604315 1.79788 -0.24298 -4.57615 0.00375031 -0.416073 -1.12243 -0.000123194 0.568561 -0.000560931 internal_weight=0 3380 359690 155 126 103 359535 118 3349 3302 3281 3257 47 359417 101 79 58 359316 476 190 286 70 3226 91 66 358840 276 358564 internal_count=363070 3380 359690 155 126 103 359535 118 3349 3302 3281 3257 47 359417 101 79 58 359316 476 190 286 70 3226 91 66 358840 276 358564 cat_boundaries=0 6 10 11 12 19 cat_threshold=1048576 0 0 65536 2176 16384 33280 0 4096 1073741824 1801 1 16512 135299168 68158036 106185520 8425472 2214592582 128 is_linear=0 shrinkage=0.01 Tree=768 num_leaves=20 num_cat=0 split_feature=11 5 7 8 3 16 12 3 1 1 8 0 7 5 4 8 10 18 7 split_gain=1.45927e+06 1.61644e+07 3.90846e+06 3.16422e+06 9.48403e+06 1.57072e+06 3.7914e+06 3.21433e+06 1.83998e+07 5.13918e+06 3.7569e+06 6.14383e+06 2.69052e+06 2.25921e+06 917005 887713 1.63725e+06 791116 3282.33 threshold=3182.0603000000006 1908.1960000000001 279.22250000000003 2971.7767500000004 1890.7105500000002 3006.0949125000006 1132.9885000000002 2725.8677800000005 2781.5828000000006 2781.5828000000006 137.48400000000001 1117.6621800000003 712.24900000000014 137.52250000000001 727.60250000000008 1973.6620000000003 1058.8682400000002 1734.8725725000002 19.668459000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 14 7 -7 9 12 15 11 -11 13 -9 18 17 -17 -1 -5 right_child=1 -3 -4 4 -6 6 -8 8 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 leaf_value=-5.7589914387335387e-05 0.73451069951057435 7.0153382713563985 -4.8617205144808846 0.91193169853904021 -7.7556170363653267 0.39690852582454683 -5.1533313097953792 0.065283860745637315 9.4762225055694582 -1.4459980450976979 0.53919039339632602 -7.4247881775856017 2.2747501506805423 -3.5787233705873844 -1.3999456810251332 1.784563115714253 -1.0825210085936956 0.92237454183640022 0.73492515659332269 leaf_weight=362407 24 31 26 22 21 32 20 46 24 55 37 25 30 27 33 69 28 93 20 leaf_count=362407 24 31 26 22 21 32 20 46 24 55 37 25 30 27 33 69 28 93 20 internal_value=0 1.34196 -2.17553 -0.000413475 -1.81568 6.6737e-05 -1.7378 0.000315797 1.59094 -0.000241142 -2.09572 -3.31437 -0.246407 -1.2825 -0.152496 0.000435012 0.956951 0.000179062 0.827643 internal_weight=0 81 50 362989 96 362893 52 362841 127 362714 117 80 103 73 75 362597 97 362500 42 internal_count=363070 81 50 362989 96 362893 52 362841 127 362714 117 80 103 73 75 362597 97 362500 42 is_linear=0 shrinkage=0.01 Tree=769 num_leaves=25 num_cat=1 split_feature=11 5 3 9 3 3 1 1 6 9 9 0 0 0 17 5 12 1 9 6 24 15 5 12 split_gain=1.43023e+06 1.58427e+07 3.87985e+06 2.88225e+06 1.05921e+07 1.7376e+06 1.41296e+07 5.71266e+06 2.91521e+06 4.02219e+06 2.37247e+06 5.09155e+06 1.33772e+06 1.30228e+06 1.04862e+06 926021 815024 837213 953058 803639 3.92499e+06 1.87292e+06 467124 177595 threshold=3182.0603000000006 1908.1960000000001 297.12438000000003 2854.0889000000006 1890.7105500000002 2725.8677800000005 2781.5828000000006 2781.5828000000006 249.52500000000001 285.55675000000008 203.268 1117.6621800000003 195.69400000000005 53.860000000000007 18.716991000000004 305.32623000000007 2107.0655000000002 86.918400000000005 923.19600000000014 698.40204000000006 0 1947.7010000000002 1146.4585000000004 3113.0710000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=3 2 -2 5 14 7 8 16 13 -10 11 12 -9 -7 15 -5 19 23 -19 21 -21 -1 -12 -18 right_child=1 -3 -4 4 -6 6 -8 10 9 -11 22 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 -25 leaf_value=-0.00061588667983569106 0.1206781964302063 6.9451848260817988 -5.5654528574943543 2.2862033668518067 -8.0082322583879737 2.2976389410836355 8.084458595911661 -2.8454145574569703 -5.1346162573496494 0.71747279250103491 0.81859429794549943 -7.0759299095471704 0.44535396485101608 -0.72675542036692309 -1.5852054619789124 -0.60069579696655273 -0.51631934009749314 -2.8426089069247245 -0.26502950521615837 -0.34746295912261849 0.74765286892131499 1.6470761158155358 -1.3427118743658064 0.61069256698643726 leaf_weight=361169 30 31 20 25 21 35 24 30 24 23 20 24 21 24 24 20 29 32 26 597 705 69 20 27 leaf_count=361169 30 31 20 25 21 35 24 30 24 23 20 24 21 24 24 20 29 32 26 597 705 69 20 27 internal_value=0 1.32854 -2.15377 -0.00040934 -1.78974 3.44192e-05 1.15595 -0.000379808 -0.412771 -2.27083 -2.22882 -3.27776 -1.49039 1.06738 0.102844 1.00314 0.000326846 -0.845077 -1.68714 0.000592682 0.248588 -0.000301161 -0.262059 0.0270614 internal_weight=0 81 50 362989 90 362899 130 362769 106 47 115 75 51 59 69 45 362654 114 58 362540 1302 361238 40 56 internal_count=363070 81 50 362989 90 362899 130 362769 106 47 115 75 51 59 69 45 362654 114 58 362540 1302 361238 40 56 cat_boundaries=0 1 cat_threshold=717 is_linear=0 shrinkage=0.01 Tree=770 num_leaves=25 num_cat=3 split_feature=4 12 2 2 5 2 17 12 6 4 19 17 2 24 9 25 8 25 7 4 2 12 16 26 split_gain=8.17818e+06 3.36174e+07 8.05921e+07 1.74101e+07 4.09896e+06 1.37506e+06 2.90493e+06 3.04441e+06 2.04731e+06 3.16858e+06 999728 1.65399e+06 1.43792e+06 574686 1.3431e+06 918295 917451 4.17863e+06 702022 699974 391179 372933 157110 13553 threshold=2693.9010000000007 85.709000000000017 1827.1555000000001 2682.0900000000006 470.72165250000006 2682.0900000000006 44.167500000000011 285.16700000000009 1324.2200000000003 275.01050000000004 1916.2125000000003 3600.16113 193.49000000000004 0 395.07800000000003 1 487.53114000000005 2 2822.9627650000007 629.95226050000008 3.5235000000000007 556.80950000000018 16.251000000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 9 2 2 2 2 2 2 left_child=5 3 -3 4 20 10 7 8 9 23 11 13 21 14 15 -1 18 -18 -15 -16 -2 22 -12 -7 right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 12 -13 -14 16 19 -17 17 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.84425136440891335 -0.0026285930132043771 -1.9690399863984851 20.651650723048618 -8.1679988295943637 3.8145690374663381 -1.2193165846431957 2.4548611034949621 -5.0361652449199132 -3.6303588540213454 3.1093465874411845 -0.42842575401067734 2.7424190464886755 -3.2073639548343165 0.0031511095349550785 -0.60182717366326122 -0.039774365924635506 2.0007301824996548 0.09730947267758365 -1.2190912587591942 -2.1912365989685059 -1.8205368490219116 -1.4709225146770479 0.70430037899017339 -1.5296920792261759 leaf_weight=108 29 36 28 27 33 34 21 21 21 22 24 22 23 330928 133 29992 114 1701 47 35 20 20 25 24 leaf_count=108 29 36 28 27 33 34 21 21 21 22 24 22 23 330928 133 29992 114 1701 47 35 20 20 25 24 internal_value=0 2.17467 7.92751 -1.20314 1.09017 -7.17917e-05 -0.98048 -1.57181 -0.851498 -0.122047 0.000314247 0.000578352 -1.04198 0.000412207 -0.0412981 -0.0363352 0.00420697 0.228423 0.00297755 -0.932954 -0.744632 -0.320191 0.149496 -1.34775 internal_weight=0 173 64 109 82 363315 143 122 101 80 363172 363080 92 363058 30268 30100 332790 1815 330975 168 49 69 49 58 internal_count=363488 173 64 109 82 363315 143 122 101 80 363172 363080 92 363058 30268 30100 332790 1815 330975 168 49 69 49 58 cat_boundaries=0 1 7 13 cat_threshold=128 0 0 0 65552 128 4194308 16384 134218816 0 0 16384 16384 is_linear=0 shrinkage=0.01 Tree=771 num_leaves=26 num_cat=0 split_feature=4 12 2 2 5 0 2 1 4 2 26 1 1 8 9 10 4 12 26 19 11 4 26 0 0 split_gain=8.01542e+06 3.29484e+07 7.89883e+07 1.70636e+07 4.01739e+06 3.92441e+06 8.59073e+06 9.90833e+06 3.2198e+06 1.04464e+06 2.06182e+06 2.72111e+06 1.8541e+06 1.91524e+06 1.75469e+06 1.03194e+06 6.23183e+06 926490 854277 765946 946763 765737 555711 430450 54117.8 threshold=2693.9010000000007 85.709000000000017 1827.1555000000001 2682.0900000000006 470.72165250000006 2778.6210000000005 1827.1555000000001 1461.4925000000003 106.484285 2682.0900000000006 2022.5000000000002 1098.6214000000002 2781.5828000000006 658.8995000000001 1022.5259020000002 3056.7500000000005 334.05380000000002 124.32050000000002 2022.5000000000002 1916.2125000000003 270.50080000000008 1.7467500000000002 2022.5000000000002 15.5815 116.97250000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 23 9 7 8 18 12 11 -11 15 21 17 19 -17 -12 -7 22 -21 24 -1 -2 -14 right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 14 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=0.013013409514585322 0.1088585181147964 -1.9493495575586954 20.445133871350972 -8.0863189725522631 3.7764234063842084 -4.2834040692273314 -6.4173749148050945 5.1536909027099611 1.0948498916625977 4.3216096385832756 -0.084675343612144738 -0.11259705963134765 -2.5071471566274282 1.1428547352552414 2.2015298134940013 -1.0994229480547784 5.556818586696278 -2.842690905786696 -1.900849487958131 -0.17742806840825964 -2.4175094269061912 -0.70731788423326281 -0.011739200451220349 -1.7755125548622825 -3.1556556528264825 leaf_weight=181464 27 36 28 27 33 34 30 25 24 31 29 25 31 24 21 39 22 21 27 54 29 27 181336 22 22 leaf_count=181464 27 36 28 27 33 34 30 25 24 31 29 25 31 24 21 39 22 21 27 54 29 27 181336 22 22 internal_value=0 2.15293 7.84824 -1.19111 1.07927 -7.02751e-05 -1.67401 -0.380364 -2.00803 0.00057501 0.907362 2.34205 0.000257801 -1.33476 -0.224225 0.000640345 1.30119 -1.24304 -3.22883 0.000421725 -0.960107 -2.07804 0.000641471 -0.737186 -2.77634 internal_weight=0 173 64 109 82 363315 140 110 85 363175 127 56 363048 104 71 362944 61 50 61 362883 83 80 362800 49 53 internal_count=363488 173 64 109 82 363315 140 110 85 363175 127 56 363048 104 71 362944 61 50 61 362883 83 80 362800 49 53 is_linear=0 shrinkage=0.01 Tree=772 num_leaves=24 num_cat=0 split_feature=4 12 3 2 5 1 3 8 2 3 26 19 17 2 11 8 14 8 4 14 26 2 14 split_gain=7.85592e+06 3.22927e+07 1.16948e+08 1.67241e+07 3.93744e+06 1.98317e+06 1.00054e+07 3.02786e+06 6.03822e+06 1.9735e+06 1.89476e+06 1.02773e+06 1.87916e+06 1.53844e+06 582091 987453 4.70341e+06 934365 866305 735304 585056 379322 364964 threshold=2693.9010000000007 85.709000000000017 2725.8677800000005 2682.0900000000006 470.72165250000006 2781.5828000000006 1890.7105500000002 1017.6571000000002 354.40600000000001 991.56000000000017 2022.5000000000002 1916.2125000000003 3600.16113 193.49000000000004 1670.1750000000002 1017.6571000000002 1619.4627500000004 912.87025000000017 727.60250000000008 860.52100000000007 2022.5000000000002 3.5235000000000007 54.390000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 9 4 21 11 7 8 10 -3 -7 12 14 22 15 20 -17 18 -16 -19 -1 -2 -13 right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 -12 13 -14 -15 17 16 -18 19 -20 -21 -22 -23 -24 leaf_value=0.012801272566682117 0.00085759629463327337 0.053079869530417705 26.447287885492496 -8.0054556133128987 3.7386590988708264 2.5440569145448744 -7.3818008637428285 3.3202619517933236 -5.1136081345876061 -4.2871902770996098 -0.85089944076538093 0.40699217166219442 2.9919424538385302 -3.2962042020714803 -0.35742629795562564 0.2290545177500472 4.8392162503885183 -2.2268097242249385 1.8351497354961577 -0.22532075205156879 -0.012616275277789406 -1.7892872457504274 -1.0477171754837036 leaf_weight=181406 29 22 22 27 33 31 22 22 24 20 35 35 21 23 127 585 23 45 21 31 180830 20 34 leaf_count=181406 29 22 22 27 33 31 22 22 24 20 35 35 21 23 127 585 23 45 21 31 180830 20 34 internal_value=0 2.1314 7.76975 -1.1792 1.06847 -6.95723e-05 -1.21639 -0.00532632 -0.818248 -2.01372 0.743701 0.000379204 0.000646976 -1.05642 0.000473958 0.000788563 0.403452 -0.509136 -0.0463175 -1.41041 0.000112707 -0.729814 -0.309821 internal_weight=0 173 64 109 82 363315 134 112 90 42 66 363181 363089 92 363068 362844 608 224 148 76 362236 49 69 internal_count=363488 173 64 109 82 363315 134 112 90 42 66 363181 363089 92 363068 362844 608 224 148 76 362236 49 69 is_linear=0 shrinkage=0.01 Tree=773 num_leaves=23 num_cat=0 split_feature=8 2 7 6 6 11 6 5 2 9 7 2 3 6 1 0 2 1 5 6 3 7 split_gain=7.60514e+06 3.4408e+07 3.60775e+06 8.75427e+06 2.41197e+06 1.16251e+06 4.48049e+06 1.45396e+06 4.05951e+06 1.5802e+06 4.34373e+06 4.2978e+06 1.14335e+06 2.10775e+07 2.63389e+06 2.3621e+06 1.02608e+07 1.84635e+06 955603 634845 448596 566453 threshold=2971.7767500000004 2682.0900000000006 2822.9627650000007 1937.6795000000002 1529.30718 3182.0603000000006 463.20250000000004 1908.1960000000001 2682.0900000000006 827.32299999999998 826.12250000000006 967.39580000000012 2725.8677800000005 203.26450000000003 172.78275000000005 2778.6210000000005 1468.575 2781.5828000000006 622.44110000000012 53.437500000000007 209.58850000000004 55.071960000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 18 20 7 -7 12 9 10 -9 -11 15 14 -14 17 -17 -1 19 -4 21 -2 right_child=1 -3 3 -5 -6 6 -8 8 -10 11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=0.001467920682373859 0.68749195462181467 11.026909772508285 -0.33940581305821738 -7.632044245288486 -3.7409210759943181 -0.87042393728610012 5.200461713433266 -0.057300621751529064 -4.4292527092827694 -1.215529657333128 -4.3879923255102975 4.5636863899230962 -0.58882967556224153 7.5288815453558255 -4.8169560975294852 0.020526163757488294 -7.5737371115251015 -1.4471979636766694 0.95358341686427595 -2.6394875926971433 1.3457912025451659 -1.6351760587238129 leaf_weight=362678 21 34 30 21 22 31 20 134 27 31 28 22 34 33 26 93 22 88 32 20 20 21 leaf_count=362678 21 34 30 21 22 31 20 134 27 31 28 22 34 33 26 93 22 88 32 20 20 21 internal_value=0 2.53923 0.000111158 -1.87117 -0.89626 0.000641737 1.51032 0.00042976 -0.774431 -0.315453 -0.805815 1.18339 0.00094637 1.10959 -2.42102 0.000662244 -1.43229 0.0011165 -0.39582 -1.25944 0.113136 -0.473842 internal_weight=0 118 363370 103 84 363267 51 363216 242 215 162 53 362974 93 60 362881 115 362766 82 50 62 42 internal_count=363488 118 363370 103 84 363267 51 363216 242 215 162 53 362974 93 60 362881 115 362766 82 50 62 42 is_linear=0 shrinkage=0.01 Tree=774 num_leaves=26 num_cat=1 split_feature=4 12 3 3 0 3 4 1 3 1 10 4 1 8 3 4 19 1 24 1 0 13 0 6 0 split_gain=7.66381e+06 3.14942e+07 1.14101e+08 1.62812e+07 3.78048e+06 4.96113e+06 4.13458e+06 3.41131e+06 1.92646e+06 1.07963e+06 912499 6.12902e+06 913620 4.99853e+06 1.5854e+06 900267 785848 901364 533534 1.47863e+06 939008 257253 194522 93109.8 21795.9 threshold=2693.9010000000007 85.709000000000017 2725.8677800000005 2725.8677800000005 2778.6210000000005 1890.7105500000002 106.484285 733.85806350000018 991.56000000000017 4.6635000000000009 3056.7500000000005 334.05380000000002 2781.5828000000006 1017.6571000000002 138.47650000000002 680.56950000000018 1916.2125000000003 241.54760000000002 0 109.12650000000001 102.81100000000002 29.427500000000006 19.646625000000004 16.572500000000002 15.5815 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=4 3 8 7 10 6 9 24 -3 -6 12 23 16 14 22 -8 18 21 19 -1 -20 -18 -14 -12 -2 right_child=1 2 -4 -5 5 -7 15 -9 -10 -11 11 -13 13 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 leaf_value=-0.025352426376273801 -0.41253921255983161 0.051743096438321201 26.122175071022724 -8.2485794250488276 -1.3596908818120543 -6.2541040992736816 3.1031975326538088 3.5791810098771131 -4.2364879302978515 -3.8234026365804259 -0.88134098597935262 4.6605398214274443 -1.6130694464536814 3.0561348697662356 -3.7431880159089062 0.25672612915039067 0.1201844367919824 -2.8195423698425293 0.0012900758811132187 -0.38807814220162512 0.092445914914307856 -1.1792912839889527 -0.4313037974039714 -1.8347188663482665 -0.8199393022060395 leaf_weight=29090 29 22 22 25 46 20 20 31 20 29 21 29 26 25 33 25 39 20 320935 1169 11713 25 30 20 24 leaf_count=29090 29 22 22 25 46 20 20 31 20 29 21 29 26 25 33 25 39 20 320935 1169 11713 25 30 20 24 internal_value=0 2.10517 7.67338 -1.16424 -7.58954e-05 -1.64303 -0.87452 0.944196 -1.99027 -2.31233 0.000557446 1.14219 0.000337361 -0.894743 -2.00454 1.52182 0.000618468 -0.966499 0.000842321 -0.0393527 0.00449966 -0.387423 -0.979981 -1.3464 -0.597022 internal_weight=0 173 64 109 363315 140 120 84 42 75 363175 70 363105 114 89 45 362991 84 362907 30259 332648 64 56 41 53 internal_count=363488 173 64 109 363315 140 120 84 42 75 363175 70 363105 114 89 45 362991 84 362907 30259 332648 64 56 41 53 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.01 Tree=775 num_leaves=27 num_cat=1 split_feature=0 13 7 2 2 17 2 1 4 2 12 4 0 2 0 4 15 1 5 1 9 1 1 0 24 15 split_gain=2.66378e+06 1.65106e+07 2.56406e+07 6.60367e+07 2.82357e+07 5.21422e+06 3.2543e+06 1.70025e+06 9.44472e+06 4.55575e+06 1.23335e+07 1.77368e+07 1.84069e+06 2.23558e+06 4.01008e+06 1.04594e+06 2.09317e+06 1.74776e+06 1.18358e+06 3.2599e+06 2.68576e+06 981558 854408 2.05273e+06 481500 205071 threshold=2778.6210000000005 346.47815000000008 149.17670000000001 1468.575 2682.0900000000006 1071.2935000000002 92.274000000000015 2781.5828000000006 2693.9010000000007 2682.0900000000006 174.88700000000003 974.87180000000001 1117.6621800000003 967.39580000000012 22.611000000000004 2693.9010000000007 30.484095000000003 289.85000000000008 1561.8224400000001 1461.4925000000003 1600.0905700000001 11.926500000000003 1892.2623000000001 11.814750000000002 0 362.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=7 2 4 -4 6 -3 -2 9 12 15 11 21 13 14 -9 18 17 -17 22 20 -20 -11 24 -24 -1 -12 right_child=1 5 3 -5 -6 -7 -8 8 -10 10 25 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 leaf_value=-0.037826298834616905 3.9817512568405697 -8.1481454973220817 -2.3152627038955691 21.966693464006699 -10.376020246233258 -0.92719340991973886 -0.099781211217244481 2.6065101906231471 -7.1167412350394512 3.0414770143682306 -1.8330476379394531 12.137032888503303 -1.8521998331031284 3.4815484818168305 -2.5387247121695315 -0.7702241691558257 1.3895647004934457 -4.0551157335281376 0.6384623349745443 4.0821437179565434 -2.6248796354021344 0.34591001619611467 1.0702824216275602 -1.7956889423921509 0.0038467045571306535 -3.2650777542591096 leaf_weight=30250 56 20 24 21 21 20 30 28 22 22 20 21 37 23 33 46 26 25 254 25 28 35 37 77 331075 20 leaf_count=30250 56 20 24 21 21 20 30 28 22 22 20 21 37 23 33 46 26 25 254 25 28 35 37 77 331075 20 internal_value=0 1.17873 2.68304 9.01632 0.019516 -4.53767 2.55796 0.000542542 -1.08965 0.000973243 1.96555 4.28073 0.0061867 0.824762 -0.176978 0.00033258 -1.03793 -1.92688 0.000610984 0.621259 0.314443 1.3863 8.38171e-05 -0.865505 0.000356915 -2.54906 internal_weight=0 192 152 45 107 40 86 362104 143 361961 118 78 121 84 61 361843 97 71 361746 307 282 57 361439 114 361325 40 internal_count=362296 192 152 45 107 40 86 362104 143 361961 118 78 121 84 61 361843 97 71 361746 307 282 57 361439 114 361325 40 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.01 Tree=776 num_leaves=30 num_cat=1 split_feature=0 13 7 2 2 17 2 1 4 2 6 26 3 3 4 4 15 3 5 3 7 9 26 1 3 25 7 0 26 split_gain=2.61077e+06 1.6182e+07 2.51304e+07 6.47226e+07 2.76738e+07 5.11045e+06 3.18954e+06 1.66641e+06 9.25677e+06 4.46509e+06 1.17896e+07 4.2774e+06 2.4964e+06 7.69362e+06 1.96611e+06 1.02512e+06 2.05152e+06 2.74689e+06 1.16003e+06 6.09444e+06 4.24586e+06 1.59693e+06 959965 837405 2.94392e+06 472557 469162 236499 85281.5 threshold=2778.6210000000005 346.47815000000008 149.17670000000001 1468.575 2682.0900000000006 1071.2935000000002 92.274000000000015 2781.5828000000006 2693.9010000000007 2682.0900000000006 1937.6795000000002 2022.5000000000002 543.62350000000004 1282.3492500000004 144.84500000000006 2693.9010000000007 30.484095000000003 1118.1025000000002 1561.8224400000001 1282.3492500000004 659.5150000000001 1600.0905700000001 2022.5000000000002 1892.2623000000001 171.89580000000004 0 462.97950000000009 161.48350000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=7 2 4 -4 6 -3 -2 9 12 15 11 14 22 -14 -11 18 17 28 23 21 -21 -20 -9 25 -25 -1 -13 -24 -17 right_child=1 5 3 -5 -6 -7 -8 8 -10 10 -12 26 13 -15 -16 16 -18 -19 19 20 -22 -23 27 24 -26 -27 -28 -29 -30 leaf_value=0.30543655735266045 3.9419335525376455 -8.0666641159057626 -2.2921101617813111 21.74702661423456 -10.272260248093378 -0.91792147541046154 -0.09878335889180502 -2.4566267406940461 -7.0455738698352466 5.1183433823358442 8.9427933740615853 -1.9732003906794959 6.5145370159149172 -1.6061329842891012 0.73736320400238042 -0.14607960763184921 1.375669111105112 -4.8430816026167438 0.28567796461751771 0.65684690475463869 6.8954634507497161 -2.4202484758694967 0.63273895907402034 0.69470143988981081 -2.5212418847571723 -7.5343998328583606e-05 -0.1095972256226973 -0.88669680391039163 -0.98201922086568982 leaf_weight=497 56 20 24 21 21 20 30 32 22 21 20 35 20 28 20 23 26 22 239 20 24 24 20 59 55 360828 22 21 26 leaf_count=497 56 20 24 21 21 20 30 32 22 21 20 35 20 28 20 23 26 22 239 20 24 24 20 59 55 360828 22 21 26 internal_value=0 1.16694 2.65621 8.92615 0.0193207 -4.49229 2.53238 0.000537107 -1.07875 0.000963502 1.94589 0.517952 0.00612485 1.77748 2.98128 0.000329245 -1.02755 -1.90761 0.000604865 0.615046 4.05973 0.0387493 -1.1586 8.29696e-05 -0.85685 0.000353337 -1.25391 -0.145509 -0.589639 internal_weight=0 192 152 45 107 40 86 362104 143 361961 118 98 121 48 41 361843 97 71 361746 307 44 263 73 361439 114 361325 57 41 49 internal_count=362296 192 152 45 107 40 86 362104 143 361961 118 98 121 48 41 361843 97 71 361746 307 44 263 73 361439 114 361325 57 41 49 cat_boundaries=0 6 cat_threshold=0 0 0 0 2048 24576 is_linear=0 shrinkage=0.01 Tree=777 num_leaves=28 num_cat=0 split_feature=0 13 7 1 3 17 1 19 9 5 9 7 7 8 3 6 6 15 0 1 0 15 26 26 11 0 20 split_gain=2.55881e+06 1.586e+07 2.46303e+07 3.94165e+07 1.77591e+07 5.00875e+06 3.64841e+06 1.63424e+06 2.56596e+06 2.30646e+06 1.03855e+07 3.53217e+06 3.80087e+06 1.33875e+07 2.01506e+06 3.9251e+06 1.57722e+06 936120 5.45934e+06 1.04242e+06 5.84232e+06 904345 501923 337928 304160 111193 53026.6 threshold=2778.6210000000005 346.47815000000008 149.17670000000001 1892.2623000000001 358.01332900000006 1071.2935000000002 354.74564000000004 2343.4900000000002 754.45500000000004 1908.1960000000001 2854.0889000000006 1941.9625000000003 485.08750000000003 380.1882500000001 2725.8677800000005 898.38705000000004 22.332262500000002 1947.7010000000002 174.79296150000002 1892.2623000000001 11.814750000000002 239.75000000000003 2022.5000000000002 2022.5000000000002 15.5815 5.882454000000001 334.46235000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 4 -4 6 -3 23 9 26 14 11 12 21 -14 17 16 25 19 24 22 -21 -11 -1 -2 -19 -16 -9 right_child=1 5 3 -5 -6 -7 -8 8 -10 10 -12 -13 13 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.012430219603810742 1.8490066261291502 -7.9859975326061248 0.46588485412597658 19.3006506729126 -6.5077240753173831 -0.90874246025085459 5.8973897054921034 0.15591056457974695 -4.4640328398204989 0.15232690580307492 6.6900667394910549 -2.9540323556264241 9.295814742814926 -0.40861000906337391 -0.81811129093170165 -4.8633736127376554 2.0539274579002744 0.1991830957852877 5.0109037414550786 1.7759344298348709 -1.726359392397059 -2.0450333855368874 -0.011140971668835639 0.25700893640518191 -1.0948366846757778 -1.8276984996795653 -0.55554080522060401 leaf_weight=180825 30 20 25 20 30 20 23 22 21 126 28 30 21 44 24 25 21 39 25 68 159 22 180530 24 34 20 20 leaf_count=180825 30 20 25 20 30 20 23 22 21 126 28 30 21 44 24 25 21 39 25 68 159 22 180530 24 34 20 20 internal_value=0 1.15527 2.62965 8.83689 0.0191276 -4.44737 2.56206 0.00053182 -1.60993 0.000812062 0.923013 0.258497 0.710966 2.72667 0.000121246 -1.49601 -0.200864 0.00049354 0.977717 0.000228682 -0.677214 -0.174308 0.000654245 1.14145 -0.403511 -1.27701 -0.182876 internal_weight=0 192 152 45 107 40 77 362104 63 362041 271 243 213 65 361770 90 65 361680 98 361582 227 148 361355 54 73 44 42 internal_count=362296 192 152 45 107 40 77 362104 63 362041 271 243 213 65 361770 90 65 361680 98 361582 227 148 361355 54 73 44 42 is_linear=0 shrinkage=0.01 Tree=778 num_leaves=29 num_cat=0 split_feature=0 13 12 9 2 3 17 1 4 2 12 3 3 3 26 4 15 3 26 14 3 14 11 1 26 0 15 26 split_gain=2.50789e+06 1.55444e+07 2.42982e+07 9.12507e+06 5.08602e+06 8.87509e+06 4.90908e+06 1.62042e+06 9.06521e+06 4.38554e+06 1.20305e+07 2.03592e+07 2.44656e+06 7.5325e+06 1.63574e+06 1.00217e+06 2.00925e+06 2.67911e+06 930356 552966 4.74508e+06 946146 529244 1.12423e+06 432622 224363 205295 83964.6 threshold=2778.6210000000005 346.47815000000008 23.192000000000004 12.50445 92.274000000000015 1118.1025000000002 1071.2935000000002 2781.5828000000006 2693.9010000000007 2682.0900000000006 174.88700000000003 815.10500000000013 543.62350000000004 1282.3492500000004 2022.5000000000002 2693.9010000000007 30.484095000000003 1118.1025000000002 2022.5000000000002 943.12925000000007 1493.1141200000004 1061.9390000000003 1670.1750000000002 962.58510000000012 2022.5000000000002 161.48350000000002 362.50000000000006 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 -2 -6 -3 9 12 15 11 14 18 -14 -11 19 17 27 -9 22 21 -21 24 -24 -1 -20 -12 -17 right_child=1 6 -4 -5 5 -7 -8 8 -10 10 26 -13 13 -15 -16 16 -18 -19 25 20 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=0.01131893498446386 4.4287503642661896 -7.9061373786926268 12.072181656878927 -4.7945724056078038 -4.5207162197430923 3.5792143200289819 -0.89965485668182366 -2.4210597419738771 -6.9685228326103905 2.7840786827935116 -1.8139343805313111 12.366130400570956 6.4506068992614747 -1.5845839871679033 -0.63627260931606944 -0.14520458511684253 1.3623470570490912 -4.7859604584087023 0.6121545236110687 1.156962113226905 3.7801247839025547 -0.14092940055248909 -0.24823929264747205 -2.7330146821339922 -0.010572109473754842 -0.86778227420080267 -3.2467453079223634 -0.97466497934781593 leaf_weight=180884 51 20 23 23 24 31 20 32 22 27 20 22 20 28 29 23 26 22 20 66 37 377 137 21 180224 21 20 26 leaf_count=180884 51 20 23 23 24 31 20 32 22 27 20 22 20 28 29 23 26 22 20 66 37 377 137 21 180224 21 20 26 internal_value=0 1.14372 2.60335 0.915113 2.15401 0.0446992 -4.4029 0.000526502 -1.06376 0.000946971 1.92847 4.21504 0.00983089 1.76341 1.01283 0.000318389 -1.01599 -1.88693 -1.14321 0.000590906 0.339779 0.0524359 0.000140241 -0.578494 0.000393418 -0.145862 -2.53034 -0.585326 internal_weight=0 192 152 129 106 55 40 362104 143 361961 118 78 121 48 56 361843 97 71 73 361746 480 443 361266 158 361108 41 40 49 internal_count=362296 192 152 129 106 55 40 362104 143 361961 118 78 121 48 56 361843 97 71 73 361746 480 443 361266 158 361108 41 40 49 is_linear=0 shrinkage=0.01 Tree=779 num_leaves=25 num_cat=1 split_feature=0 13 7 2 2 17 2 19 6 9 3 4 3 7 2 13 14 3 24 8 4 2 26 18 split_gain=2.45799e+06 1.52351e+07 2.41302e+07 6.33064e+07 2.68313e+07 4.81139e+06 3.00288e+06 1.59562e+06 2.53358e+06 1.74422e+06 1.46282e+07 5.34573e+06 7.9737e+06 1.14868e+06 1.5834e+06 1.00992e+06 966305 4.7211e+06 1.63332e+06 598968 528459 3.15686e+06 485270 119373 threshold=2778.6210000000005 346.47815000000008 149.17670000000001 1468.575 2682.0900000000006 1071.2935000000002 92.274000000000015 2343.4900000000002 270.75475000000006 2854.0889000000006 1282.3492500000004 2693.9010000000007 1890.7105500000002 1131.6606400000003 287.03350000000006 26.254000000000001 943.12925000000007 1493.1141200000004 0 168.16500000000005 1888.1190000000004 148.53650000000002 2022.5000000000002 144.58000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=7 2 4 -4 6 -3 -2 9 23 11 15 16 13 14 -13 19 20 18 -18 -11 22 -22 -1 -9 right_child=1 5 3 -5 -6 -7 -8 8 -10 10 -12 12 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 leaf_value=0.01186653486458969 3.835632917881012 -7.827076022148133 -2.3736270133654278 21.401057528541202 -10.140281720842633 -0.89065840625762949 -0.085068925221761071 0.34189112074673178 -4.5312633478641509 -0.99595838092622302 8.5077357101440434 -0.49298269650210508 -7.9236324081420904 1.1780114364624024 -3.7548019185933201 -2.1557514627518195 -0.36579055141100936 3.7866886740464429 0.86220858797591227 1.3651459468494762 -1.0126712992231726 2.1940698332339528 -0.011313797464300028 -0.71446061631907587 leaf_weight=180909 56 20 24 21 21 20 30 20 20 21 22 46 20 20 22 31 251 39 176 22 59 64 180339 23 leaf_count=180909 56 20 24 21 21 20 30 20 20 21 22 46 20 20 22 31 251 39 176 22 59 64 180339 23 internal_value=0 1.13228 2.57732 8.72123 -0.0065658 -4.35887 2.46795 0.000521237 -1.59079 0.000798147 1.34854 0.00044068 -2.22403 -0.928666 -1.54828 -0.779868 0.00110463 0.456181 0.151989 0.212048 0.000517797 0.655877 0.000294656 -0.223134 internal_weight=0 192 152 45 107 40 86 362104 63 362041 96 361945 108 88 68 74 361837 466 427 43 361371 123 361248 43 internal_count=362296 192 152 45 107 40 86 362104 63 362041 96 361945 108 88 68 74 361837 466 427 43 361371 123 361248 43 cat_boundaries=0 1 cat_threshold=936 is_linear=0 shrinkage=0.01 Tree=780 num_leaves=29 num_cat=2 split_feature=12 2 19 11 0 2 25 3 3 2 1 25 0 9 6 1 3 3 3 1 2 6 19 11 6 0 14 3 split_gain=4.71558e+06 9.66626e+06 1.15517e+06 1.62008e+06 1.54733e+06 1.18637e+06 3.62196e+07 7.85955e+07 3.01858e+07 3.90187e+07 1.04361e+07 3.73784e+06 3.2439e+06 2.14619e+06 1.9501e+06 1.76907e+06 3.0698e+06 4.92439e+06 1.5082e+06 1.22359e+06 995902 915133 804310 770324 799322 641179 542757 270565 threshold=3113.0710000000004 2682.0900000000006 1916.2125000000003 17.816616500000006 392.93750000000006 1107.4580000000003 0 1890.7105500000002 2725.8677800000005 2682.0900000000006 733.85806350000018 1 887.79240000000016 1972.2770000000003 1937.6795000000002 1892.2623000000001 815.10500000000013 511.93300000000005 1890.7105500000002 2781.5828000000006 1827.1555000000001 1136.6981000000003 1602.6720400000004 291.60000000000008 265.24250000000001 428.67780000000005 371.69280000000003 234.85310000000001 decision_type=2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 21 5 -4 -5 13 7 10 11 -10 20 12 -8 15 23 22 17 -17 -13 -18 -7 26 25 24 -15 -1 -2 -25 right_child=1 -3 3 4 -6 6 8 -9 9 -11 -12 18 -14 14 -16 16 19 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 leaf_value=0.0015602155651292626 -0.83990874363028478 -8.4262462663650517 0.51168323082082412 -0.82065864661644239 -4.3849083037603469 0.44629385366159324 1.0344888424011598 22.424092622839886 -0.11410768236432757 -17.910454578399658 6.9046762084960935 -0.34580867897699774 5.4339757991972419 -0.71985977025259107 -3.9540076403184372 -0.98551179123647292 -1.7381980840019557 4.339200481176376 1.7109666442871094 -5.1202011613845819 -2.153612656226525 -2.2531284973734902 1.6952904791491372 -2.6707202334403992 1.5747810173034669 -0.14834883993297235 1.3098123757044473 -1.0636520836570047 leaf_weight=358979 23 20 34 29 21 34 83 23 28 22 26 577 21 63 22 132 23 20 38 20 26 21 28 20 20 2876 24 22 leaf_count=358979 23 20 34 29 21 34 83 23 28 22 26 577 21 63 22 132 23 20 38 20 26 21 28 20 20 2876 24 22 internal_value=0 -2.31503 0.000114993 -1.17244 -2.31764 0.000386251 0.367531 5.49963 -0.425884 -7.9445 1.61281 0.0910448 1.75418 -0.000503673 -1.20856 -1.32144e-05 -0.952237 -0.284892 -0.215224 -3.31122 -0.680332 -0.517619 0.000499889 -0.725362 -0.166934 0.000368748 0.257821 -1.82892 internal_weight=0 88 363187 84 50 363103 878 109 769 50 86 719 104 362225 147 362078 195 152 615 43 60 68 361883 125 83 361855 47 42 internal_count=363275 88 363187 84 50 363103 878 109 769 50 86 719 104 362225 147 362078 195 152 615 43 60 68 361883 125 83 361855 47 42 cat_boundaries=0 7 10 cat_threshold=1048576 0 16 0 0 0 128 2147484160 262144 256 is_linear=0 shrinkage=0.01 Tree=781 num_leaves=20 num_cat=0 split_feature=12 3 19 10 8 10 7 6 3 7 3 10 15 8 1 13 0 18 14 split_gain=4.62174e+06 8.6199e+06 1.13218e+06 1.79769e+06 1.05231e+06 1.4742e+07 1.53201e+06 1.0439e+06 1.03169e+07 1.75172e+06 959313 833726 3.61039e+06 940756 793345 1.06525e+07 923384 236478 169738 threshold=3113.0710000000004 1493.1141200000004 1916.2125000000003 348.10000000000002 2971.7767500000004 26.254000000000001 1538.3385000000001 2976.3936000000008 1890.7105500000002 233.45214000000001 59.763000000000005 1935.1350000000002 1141.8240000000003 6.4775000000000009 2781.5828000000006 106.69600000000001 2778.6210000000005 144.58000000000001 784.87910000000022 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 4 17 7 -6 -7 11 9 -9 18 14 13 -13 16 -16 -1 -4 -2 right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 leaf_value=9.4971845285513442e-05 -1.7697271183133125 -6.9961614305001723 0.88791105961799621 -2.9347550803072311 6.2852267152612864 -0.68366758422851559 -4.2598375801418138 -0.55337308250209116 -7.4329484710693361 2.5719206395642509 1.5210917827061243 1.0534975734300782 4.5929034596397766 -0.69423308628708569 -0.39836953816742737 7.5038783502578736 -0.90803746088274895 -0.5158880887031555 -0.46689109706878662 leaf_weight=362533 20 27 20 34 33 25 23 47 20 29 21 57 21 67 116 20 112 30 20 leaf_count=362533 20 27 20 34 33 25 23 47 20 29 21 57 21 67 116 20 112 30 20 internal_value=0 -2.29188 0.000113843 -1.16072 0.000382388 1.14006 -2.39725 0.000128096 -1.04252 0.639173 -0.209663 0.000403894 0.758529 0.109159 0.000100879 0.763726 -0.000185498 0.0456316 -1.11831 internal_weight=0 88 363187 84 363103 81 48 363022 96 76 61 362926 145 124 362781 136 362645 50 40 internal_count=363275 88 363187 84 363103 81 48 363022 96 76 61 362926 145 124 362781 136 362645 50 40 is_linear=0 shrinkage=0.01 Tree=782 num_leaves=29 num_cat=0 split_feature=12 2 4 12 11 3 6 1 9 1 13 3 1 0 13 3 6 5 3 2 8 0 0 1 1 14 11 2 split_gain=4.52977e+06 9.35664e+06 2.00555e+06 2.17175e+07 5.85125e+07 1.89422e+07 4.96648e+06 6.21635e+06 1.57541e+06 1.41376e+06 1.26129e+06 1.24982e+06 5.75976e+06 2.93636e+06 1.33793e+06 1.08322e+06 890261 686722 645888 591878 3.75046e+06 4.62315e+06 619441 3.16252e+06 638183 526029 304672 286631 threshold=3113.0710000000004 2682.0900000000006 2693.9010000000007 85.709000000000017 871.08830000000023 2725.8677800000005 137.52500000000001 523.64669700000002 1972.2770000000003 1461.4925000000003 515.09000000000003 1890.7105500000002 2781.5828000000006 5.882454000000001 4.7600710000000017 2725.8677800000005 1136.6981000000003 524.39625000000012 267.43912000000006 2682.0900000000006 31.451000000000004 688.40820000000008 2778.6210000000005 3.3143000000000007 1256.4300000000001 371.69280000000003 44.858000000000004 6.455000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 16 8 5 -5 6 27 -8 11 10 18 19 13 15 -15 -13 25 -12 26 22 21 -21 24 -24 -1 -2 -10 -4 right_child=1 -3 3 4 -6 -7 7 -9 9 -11 17 12 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=0.00064410555200708692 -0.81642159171726392 -8.2815074138641354 -0.76977463293075565 19.681227103710174 -3.4783236281077068 -9.5729077217795631 -0.65353145027160653 7.1364261363801509 -0.82243807848762063 0.78897793820029805 -1.3796809369041807 0.34768941107250401 -5.8662649135589593 -0.36489624101062157 -2.4352094052275834 2.8356272989908855 -2.2123327997752602 -3.8110065548236554 0.58444871973108359 0.28463478212771209 -2.1090146196273065 5.8581991923939096 2.7612866236368814 -0.78499216247023196 -0.35026948564099092 1.2999121673901877 -2.2787203974723815 -2.4627934379577634 leaf_weight=361910 23 20 20 20 24 22 20 21 51 38 21 42 20 86 49 30 21 26 27 46 31 22 45 57 519 24 20 20 leaf_count=361910 23 20 20 20 24 22 20 21 51 38 21 42 20 86 49 30 21 26 27 46 31 22 45 57 519 24 20 20 internal_value=0 -2.26897 0.000112705 1.16792 7.04874 -1.34428 0.890654 3.33645 -0.000360156 -0.927961 -1.37792 0.000107662 -0.741673 -0.246544 -1.11634 1.38433 -0.50057 -2.72467 -0.732027 0.000572004 0.773678 2.08785 0.000360884 0.779543 0.000141596 0.264259 -1.23266 -1.61628 internal_weight=0 88 363187 147 44 103 81 41 363040 183 145 362857 227 207 135 72 68 47 98 362630 99 68 362531 102 362429 47 71 40 internal_count=363275 88 363187 147 44 103 81 41 363040 183 145 362857 227 207 135 72 68 47 98 362630 99 68 362531 102 362429 47 71 40 is_linear=0 shrinkage=0.01 Tree=783 num_leaves=24 num_cat=2 split_feature=12 3 5 0 11 3 7 8 10 1 0 0 3 3 5 0 14 5 3 24 0 25 11 split_gain=4.43963e+06 8.32542e+06 1.34314e+06 1.08627e+07 7.04476e+06 7.07652e+06 3.17197e+06 1.06966e+07 2.92152e+06 1.73447e+06 2.12568e+07 3.1635e+06 3.90126e+06 2.40835e+06 5.43061e+06 2.1753e+06 1.77049e+06 987108 939127 540510 2.34488e+06 1.62124e+06 252127 threshold=3113.0710000000004 1493.1141200000004 2871.8940000000007 2778.6210000000005 94.005500000000026 543.62350000000004 2822.9627650000007 1581.7937000000002 1159.6875000000002 2781.5828000000006 2778.6210000000005 1117.6621800000003 373.20250000000004 2725.8677800000005 137.52250000000001 5.882454000000001 116.61900000000001 134.21300000000002 59.763000000000005 0 2778.6210000000005 1 474.67500000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 left_child=2 18 6 4 5 -4 9 17 -6 13 11 12 -11 19 15 -15 -16 -8 22 21 -21 -1 -2 right_child=1 -3 3 -5 8 -7 7 -9 -10 10 -12 -13 -14 14 16 -17 -18 -19 -20 20 -22 -23 -24 leaf_value=0.1442048199180532 -0.30504124379158021 -6.8694989861382378 -0.18554500612345609 -7.7945184583663947 -5.7864224987030024 6.5648993015289312 0.94382764251608597 7.7623460155984629 -0.44605005355108357 -0.96712834506956014 10.360033206031435 -3.4021778393586475 4.0994878369285948 3.1142149526422673 -5.4263272692362463 -1.0256781711578369 -1.5852235119342806 -1.4826953445275624 1.5125182160877046 -0.0097008154717369705 -1.8807794620385812 0.0062015746647407569 -1.8928917999267578 leaf_weight=9045 20 27 44 20 20 24 38 23 21 55 21 30 21 22 30 30 20 30 21 211434 67 142192 20 leaf_count=9045 20 27 44 20 20 24 38 23 21 55 21 30 21 22 30 30 20 30 21 211434 67 142192 20 internal_value=0 -2.24628 0.000111577 -1.0201 0.222918 2.19696 0.000474072 1.86724 -3.05111 6.05335e-06 1.16845 -0.65253 0.432858 -0.00040292 -1.53678 0.725815 -3.88989 -0.126697 -0.199931 2.91023e-05 -0.0102931 0.0144641 -1.09897 internal_weight=0 88 363187 129 109 68 363058 91 41 362967 127 106 76 362840 102 52 50 68 61 362738 211501 151237 40 internal_count=363275 88 363187 129 109 68 363058 91 41 362967 127 106 76 362840 102 52 50 68 61 362738 211501 151237 40 cat_boundaries=0 1 7 cat_threshold=1047 2155872256 524292 2147483729 1078280224 536880272 67168384 is_linear=0 shrinkage=0.01 Tree=784 num_leaves=29 num_cat=0 split_feature=12 2 4 12 10 3 6 1 9 1 10 3 1 0 13 3 6 13 6 10 5 2 8 10 0 5 10 2 split_gain=4.35128e+06 9.0566e+06 1.98368e+06 2.12756e+07 6.37621e+07 1.84792e+07 4.8537e+06 6.10598e+06 1.53813e+06 1.38351e+06 1.47322e+06 1.22237e+06 5.68334e+06 2.84576e+06 1.31922e+06 1.04774e+06 861925 789628 2.02884e+06 639304 3.41277e+06 1.01292e+06 3.31914e+06 801663 586637 483306 464597 279011 threshold=3113.0710000000004 2682.0900000000006 2693.9010000000007 85.709000000000017 724.82817100000011 2725.8677800000005 137.52500000000001 523.64669700000002 1972.2770000000003 1461.4925000000003 1058.8682400000002 1890.7105500000002 2781.5828000000006 5.882454000000001 4.7600710000000017 2725.8677800000005 1136.6981000000003 515.09000000000003 293.37750000000005 1935.1350000000002 288.75836000000004 2682.0900000000006 31.451000000000004 3056.7500000000005 2778.6210000000005 842.25950000000023 83.178000000000011 6.455000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 16 8 5 -5 6 27 -8 11 10 17 19 13 15 -15 -13 26 18 -10 21 23 24 -23 -21 -1 -12 -2 -4 right_child=1 -3 3 4 -6 -7 7 -9 9 -11 25 12 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 leaf_value=-0.00015890493334239466 -0.74706263376318893 -8.1391652927398681 -0.76065849065780644 20.169215395867827 -4.00693302154541 -9.4524249336936261 -0.65405933380126957 7.0664310455322266 -1.1750838713394478 0.78155077382137905 -1.8959334754943848 0.34434060346512568 -5.8239684963226317 -0.35175101124963093 -2.4075393207705749 2.7911955286661785 -2.1683036175228301 -2.474292139325823 2.4737853546142579 0.3965012880247466 3.1642780761229687 2.2206617215854019 -1.9888347535866959 -1.6019684262135452 0.77364425576463036 -4.0943560218811035 1.2418577607472738 -2.4310207748413086 leaf_weight=362317 23 20 20 20 24 22 20 21 64 38 20 42 20 86 49 30 21 21 20 49 39 67 26 34 98 20 24 20 leaf_count=362317 23 20 20 20 24 22 20 21 64 38 20 42 20 86 49 30 21 21 20 49 39 67 26 34 98 20 24 20 internal_value=0 -2.22381 0.000110503 1.16153 6.98223 -1.32498 0.882473 3.30034 -0.000359772 -0.916922 -1.36204 0.000102479 -0.733486 -0.241651 -1.09793 1.36386 -0.484003 -0.739903 -0.306305 0.000561692 0.724332 0.000318111 1.04381 -0.422149 5.03378e-05 -2.99514 0.268556 -1.59584 internal_weight=0 88 363187 147 44 103 81 41 363040 183 145 362857 227 207 135 72 68 105 84 362630 122 362508 93 83 362415 40 47 40 internal_count=363275 88 363187 147 44 103 81 41 363040 183 145 362857 227 207 135 72 68 105 84 362630 122 362508 93 83 362415 40 47 40 is_linear=0 shrinkage=0.01 Tree=785 num_leaves=37 num_cat=4 split_feature=0 24 2 1 0 1 3 2 3 0 13 1 1 5 9 2 1 7 11 9 11 12 24 1 0 25 0 23 0 25 2 1 1 1 3 3 split_gain=1.47749e+06 5.31814e+07 6.21329e+07 2.27358e+07 1.88861e+07 6.18915e+06 4.33593e+06 3.97004e+06 3.41601e+06 5.6051e+06 2.63633e+06 2.14424e+06 1.91732e+06 1.08644e+06 9.06359e+06 4.38044e+06 3.04085e+06 1.41706e+06 1.28214e+06 2.70307e+06 1.36803e+06 942813 583483 2.51054e+06 1.48109e+06 1.86424e+06 1.18704e+06 3.68203e+06 5.7504e+06 2.67789e+06 1.11534e+06 2.14539e+06 1.09496e+06 834830 756082 1301.65 threshold=1884.2950000000003 0 1827.1555000000001 2781.5828000000006 2778.6210000000005 3.3143000000000007 188.66375000000002 2682.0900000000006 119.71400000000001 2778.6210000000005 149.59500000000003 1098.6214000000002 14.954500000000001 1908.1960000000001 2854.0889000000006 2682.0900000000006 1461.4925000000003 2822.9627650000007 182.83984000000004 213.86000000000004 871.08830000000023 54.233460000000008 1 1461.4925000000003 119.35550000000002 2 127.53000000000002 1.4250000000000003 428.67780000000005 3 1468.575 53.904000000000003 1098.6214000000002 2781.5828000000006 174.82625000000002 16.571695000000002 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 9 2 2 2 2 2 2 left_child=13 2 5 7 -5 -2 -7 8 9 12 11 -10 -3 17 15 16 18 22 19 -15 -20 35 23 24 32 -26 30 29 -29 -28 33 -32 -1 -24 -25 -19 right_child=1 3 -4 4 -6 6 -8 -9 10 -11 -12 -13 -14 14 -16 -17 -18 21 20 -21 -22 -23 26 34 25 -27 27 28 -30 -31 31 -33 -34 -35 -36 -37 leaf_value=-0.019462865101064004 4.5750207743574594 1.6425764697790146 18.440143172652633 -1.0671590814590455 -13.187040638393826 -4.0527894318103792 1.4987097465290742 -5.6971282438798383 2.4067890056696806 -5.840718696818632 -2.520012873331706 -1.0268927555699503 -2.4051881761550904 -0.04921799587166828 6.9493905258178712 -4.3955406780242923 4.2136609392166138 -0.46418206214904784 -2.9048783796310427 4.0070676136016843 0.40333526000976561 -2.7202289642826201 0.0013464991183559916 -1.220639678388834 -0.57446601713672696 0.02474580778220065 0.28879044436911744 0.18258219545537774 6.9779813461303704 -0.061981538912264517 -0.032664342021942135 -2.6046206061045329 1.8026053867918073 1.7281411184583391 -3.8532725849151608 -0.35145837402343755 leaf_weight=58532 34 22 27 20 36 24 34 22 44 34 30 31 25 92 21 20 20 21 25 20 25 31 293328 24 1083 996 4100 33 20 4624 100 48 33 28 20 20 leaf_count=58532 34 22 27 20 36 24 34 22 44 34 30 31 25 92 21 20 20 21 25 20 25 31 293328 24 1083 996 4100 33 20 4624 100 48 33 28 20 20 internal_value=0 -0.622461 4.70639 -3.08586 -8.85851 1.18739 -0.798462 -1.68005 -1.20491 -2.74787 -0.0146223 0.987534 -0.51049 -0.00103078 0.696746 0.0467184 0.534879 -0.00145939 0.0807081 0.675119 -1.25077 -1.40422 -0.00118114 -0.029475 -0.0277474 -0.290042 0.00450016 0.119094 2.74688 0.10313 0.00107346 -0.866812 -0.0184362 0.00151132 -2.41729 -0.409195 internal_weight=0 383 119 264 56 92 58 208 186 81 105 75 47 363264 223 202 182 363041 162 112 50 72 362969 60688 60644 2079 302281 8777 53 8724 293504 148 58565 293356 44 41 internal_count=363647 383 119 264 56 92 58 208 186 81 105 75 47 363264 223 202 182 363041 162 112 50 72 362969 60688 60644 2079 302281 8777 53 8724 293504 148 58565 293356 44 41 cat_boundaries=0 1 2 8 15 cat_threshold=330 2176 9732608 33888 135795008 2147483648 4198464 2 67224064 142608236 201326864 2183200769 12603968 16386 64 is_linear=0 shrinkage=0.01 Tree=786 num_leaves=30 num_cat=2 split_feature=4 10 6 8 0 0 1 1 4 9 5 0 8 6 5 11 26 24 1 6 8 1 25 0 9 8 1 26 11 split_gain=2.78171e+06 3.26625e+07 4.87924e+07 1.17648e+07 1.92369e+07 7.85914e+06 2.48116e+07 2.74457e+06 5.32065e+06 1.10012e+06 1.97768e+06 931500 891634 1.07982e+06 611320 4.30681e+06 2.04613e+06 570838 1.74371e+06 2.89055e+06 2.41917e+06 1.23356e+06 6.56749e+06 615075 557635 443074 317512 227194 77367 threshold=2693.9010000000007 16.215000000000003 137.52500000000001 1973.6620000000003 804.19674500000008 2778.6210000000005 2781.5828000000006 140.77500000000003 559.40605000000016 1972.2770000000003 584.10300000000018 412.19925000000006 613.57500000000016 1937.6795000000002 2871.8940000000007 238.00675000000004 2022.5000000000002 0 442.05400000000003 1529.30718 1973.6620000000003 367.00000000000006 1 3.1710000000000007 2854.0889000000006 522.29990000000009 195.43457000000004 2022.5000000000002 11.955 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 left_child=5 2 26 4 -3 9 7 27 -9 14 11 25 -12 24 17 16 -16 18 20 -20 -1 23 -23 -19 -14 28 -2 -7 -11 right_child=1 3 -4 -5 -6 6 -8 8 -10 10 12 -13 13 -15 15 -17 -18 21 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.025242820731225257 -0.46704811896596637 -0.23329020636422293 13.825314842615372 0.73256350543047932 -13.768732441493444 1.8178445685351339 -11.624704808394116 -5.4691871032714845 0.50264046437031518 0.38623975609579397 -3.6531490683555603 1.7066482986722673 0.82966362476348876 -3.1968586177825928 4.2120431518554691 -2.8494310595772481 0.34870687411381646 -0.002995072072892754 -0.73247311145538063 2.887593899602475 3.0861379161834721 2.4143806611290275 0.10630531501228455 0.040094232740341969 -1.5317660484313964 -1.6238054379549893 -2.0936817260015581 0.53220521773610796 -0.38915615775368428 leaf_weight=60130 28 21 39 37 21 27 24 25 37 31 22 28 20 20 29 22 26 261453 538 23 25 119 2855 37934 20 22 21 28 22 leaf_count=60130 28 21 39 37 21 27 24 25 37 31 22 28 20 20 29 22 26 261453 538 23 25 119 2855 37934 20 22 21 28 22 internal_value=0 1.28865 5.47889 -3.37896 -7.00101 -0.00226135 -2.3627 -0.462807 -1.90535 -0.00134534 -0.772292 0.150237 -1.93108 -1.29965 -0.000952602 0.889976 2.38574 -0.00114155 -0.0291202 -0.584057 -0.0239498 0.00447756 0.207135 0.00246458 -0.351051 -0.430823 -1.16418 1.16334 0.0643773 internal_weight=0 167 88 79 42 363480 141 117 62 363339 185 103 82 60 363154 77 55 363077 60716 561 60155 302361 2974 299387 40 75 49 55 53 internal_count=363647 167 88 79 42 363480 141 117 62 363339 185 103 82 60 363154 77 55 363077 60716 561 60155 302361 2974 299387 40 75 49 55 53 cat_boundaries=0 1 6 cat_threshold=2176 16384 0 134217808 0 16384 is_linear=0 shrinkage=0.01 Tree=787 num_leaves=24 num_cat=0 split_feature=4 10 2 8 2 0 1 6 0 1 4 6 12 2 5 12 1 6 5 5 6 18 10 split_gain=2.72635e+06 3.20126e+07 5.74527e+07 1.15307e+07 1.98571e+07 7.70274e+06 2.43178e+07 3.6549e+06 3.29714e+06 2.68996e+06 5.21477e+06 788167 1.21694e+06 930013 825725 3.49952e+06 2.008e+06 762813 4.22593e+06 1.51256e+06 1.93468e+06 1.13152e+06 687225 threshold=2693.9010000000007 16.215000000000003 2682.0900000000006 1973.6620000000003 1271.7445000000002 2778.6210000000005 2781.5828000000006 192.15607500000002 33.002500000000005 140.77500000000003 559.40605000000016 2976.3936000000008 359.17300000000006 323.96475000000004 2871.8940000000007 26.308000000000003 248.93500000000003 1937.6795000000002 1312.9050000000002 1908.1960000000001 551.27100000000007 52.494500000000009 3056.7500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 7 4 -3 11 9 8 -2 -7 -11 14 13 -13 17 16 -16 19 21 22 -21 -19 -1 right_child=1 3 -4 -5 -6 6 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 leaf_value=-0.0010767523130675548 -0.22253127212524415 0.28056955146789553 19.007449045595916 0.72523790926546672 -13.486974656798623 1.151703900944103 -11.508458048502606 -2.9392160387039183 5.2248735148906711 -5.4144952133178705 0.4976140078982792 -1.0856590958631465 -2.760322051415077 1.4159111553689709 1.0169165526798793 -1.8816386086600168 4.9889581108093264 0.41557963275909421 4.5484239610036212 0.03484909982392282 -2.5046249812733046 -2.2614123796224597 -1.3639975160843616 leaf_weight=362888 25 20 23 37 22 55 24 20 20 25 37 42 26 23 35 28 20 75 24 66 55 20 37 leaf_count=362888 25 20 23 37 22 55 24 20 20 25 37 42 26 23 35 28 20 75 24 66 55 20 37 internal_value=0 1.27577 5.4241 -3.34517 -6.931 -0.00223805 -2.33908 0.61769 2.19854 -0.458179 -1.8863 -0.0013312 -0.931869 -0.200488 -0.00109808 0.996209 2.4613 -0.00132601 0.79918 -0.0015884 -1.11946 -0.147998 -0.0012157 internal_weight=0 167 88 79 42 363480 141 65 45 117 62 363339 91 65 363248 83 55 363165 119 363046 121 95 362925 internal_count=363647 167 88 79 42 363480 141 65 45 117 62 363339 91 65 363248 83 55 363165 119 363046 121 95 362925 is_linear=0 shrinkage=0.01 Tree=788 num_leaves=27 num_cat=0 split_feature=4 10 7 8 3 0 1 2 1 3 10 9 6 10 10 1 7 7 10 1 13 3 1 11 26 9 split_gain=2.67209e+06 3.13755e+07 7.69511e+07 1.13012e+07 2.03564e+07 7.54946e+06 2.38339e+07 7.00873e+06 2.63643e+06 6.07039e+06 1.45024e+06 1.07515e+06 1.2194e+06 758375 745741 1.27232e+06 616149 823598 6.51322e+06 1.06119e+06 599977 2.91113e+06 856808 474077 222673 91830.9 threshold=2693.9010000000007 16.215000000000003 149.17670000000001 1973.6620000000003 1118.1025000000002 2778.6210000000005 2781.5828000000006 193.49000000000004 140.77500000000003 481.20000000000005 517.51460000000009 1972.2770000000003 1136.6981000000003 941.87500000000011 767.74042000000009 28.142500000000002 2822.9627650000007 1538.3385000000001 1058.8682400000002 1098.6214000000002 515.09000000000003 1890.7105500000002 786.89439000000004 119.27350000000003 2022.5000000000002 2854.0889000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 7 4 -3 11 8 -2 24 -10 -11 16 14 -14 15 25 17 20 19 -19 22 -22 -1 -18 -7 -13 right_child=1 3 -4 -5 -6 6 -8 -9 9 10 -12 12 13 -15 -16 -17 23 18 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.0012400418069272179 2.1715897247526379 -0.22381227081472221 19.810128553830658 0.71798555734995251 -14.163358306884765 1.7881494204203288 -11.393373332023621 -4.6420235723257068 -6.4018624305725096 2.063549138849432 -1.657099401473999 -0.26419838301066695 -0.38865297850966457 -2.7943964616875898 0.95791565242566568 -2.3922733462651569 -1.6728002616686697 0.16033109785528743 4.5692858161202494 -2.085966197649638 -0.14567894373322907 -3.3006896146138507 0.27827607742981481 -0.00072412459055582682 0.51536617517471317 0.52495404561360681 leaf_weight=360563 36 22 26 37 20 27 24 26 20 22 20 29 20 38 38 30 39 170 35 24 1163 30 1100 30 28 30 leaf_count=360563 36 22 26 37 20 27 24 26 20 22 20 29 20 38 38 30 39 170 35 24 1163 30 1100 30 28 30 internal_value=0 1.26301 5.36986 -3.31172 -6.86169 -0.00221567 -2.31569 -0.685732 -0.453597 -1.86744 0.291812 -0.00131788 -0.763463 -1.96483 -0.214807 -0.715521 -0.000929627 -0.000750063 0.598769 -0.117561 -0.00112842 -0.225017 -0.000389892 -0.945811 1.14019 0.137066 internal_weight=0 167 88 79 42 363480 141 62 117 62 42 363339 185 58 127 89 363154 363085 229 194 362856 1193 361663 69 55 59 internal_count=363647 167 88 79 42 363480 141 62 117 62 42 363339 185 58 127 89 363154 363085 229 194 362856 1193 361663 69 55 59 is_linear=0 shrinkage=0.01 Tree=789 num_leaves=25 num_cat=1 split_feature=4 10 7 8 2 0 1 2 1 4 6 14 20 4 14 4 0 7 1 24 1 1 2 26 split_gain=2.61892e+06 3.07511e+07 7.54198e+07 1.10763e+07 1.92904e+07 7.39922e+06 2.33596e+07 6.86925e+06 2.58396e+06 5.03056e+06 768525 857359 721869 1.42475e+06 2.06737e+06 684971 3.27048e+06 1.23962e+06 664845 569979 2.60853e+06 1.23504e+06 566490 218242 threshold=2693.9010000000007 16.215000000000003 149.17670000000001 1973.6620000000003 1271.7445000000002 2778.6210000000005 2781.5828000000006 193.49000000000004 140.77500000000003 559.40605000000016 2976.3936000000008 28.915000000000003 894.98750000000007 1116.5450000000003 1182.8200000000004 1888.1190000000004 992.19979999999998 712.24900000000014 733.85806350000018 0 469.40400000000005 367.00000000000006 323.96475000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=5 2 7 4 -3 10 8 -2 23 -10 12 22 15 14 18 19 17 -17 -14 20 -1 -21 -12 -7 right_child=1 3 -4 -5 -6 6 -8 -9 9 -11 11 -13 13 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 leaf_value=-0.023051878804326839 2.1498737317985959 0.31485079574584962 19.612027673721315 0.71080551147460935 -13.254824355949056 1.7702674636134397 -11.279439905484518 -4.59560309116657 -5.3140816886901865 0.49266757037188558 -1.0159852337369106 -2.3394200384205788 -0.43468606579963648 -3.0394257545471191 2.6701574423980143 -0.79838314032252822 3.3445708165849961 1.796654376089573 -2.3592993469238279 0.0026223242428884044 -0.75638541960277439 0.20799836040268807 0.94644735813140868 0.51021250741822377 leaf_weight=60143 36 20 26 37 22 27 24 26 25 37 38 29 175 21 21 79 35 24 20 299284 489 2957 24 28 leaf_count=60143 36 20 26 37 22 27 24 26 25 37 38 29 175 21 21 79 35 24 20 299284 489 2957 24 28 internal_value=0 1.25038 5.31616 -3.2786 -6.79307 -0.00219351 -2.29253 -0.678875 -0.449061 -1.84876 -0.0013047 -0.920175 -0.00107451 -0.552788 -0.311031 -0.000714313 0.703677 -0.193714 -0.632082 -0.000982192 -0.0289615 0.00463148 -0.256334 1.12878 internal_weight=0 167 88 79 42 363480 141 62 117 62 363339 91 363248 237 216 363011 138 103 195 362873 60632 302241 62 55 internal_count=363647 167 88 79 42 363480 141 62 117 62 363339 91 363248 237 216 363011 138 103 195 362873 60632 302241 62 55 cat_boundaries=0 1 cat_threshold=2176 is_linear=0 shrinkage=0.01 Tree=790 num_leaves=26 num_cat=0 split_feature=18 3 12 2 9 15 7 1 0 3 1 1 4 17 3 19 15 12 12 1 0 0 26 10 17 split_gain=6.33672e+06 9.91536e+06 2.07551e+07 5.99461e+07 1.18223e+07 9.06268e+06 9.02538e+06 4.31103e+06 7.84055e+06 1.56018e+06 1.38235e+06 855576 844437 743788 983319 626719 1.29242e+06 2.70042e+06 1.51794e+06 982999 1.44925e+06 992697 444544 144517 906.834 threshold=3273.8635600000002 2725.8677800000005 85.709000000000017 1827.1555000000001 148.55550000000002 1582.5954300000001 270.07350000000002 2781.5828000000006 1884.2950000000003 511.93300000000005 1892.2623000000001 31.827000000000002 1292.0010000000002 2221.3567500000004 511.93300000000005 218.88300000000001 247.07500000000002 13.805400000000002 1132.9885000000002 1892.2623000000001 11.814750000000002 1117.6621800000003 2022.5000000000002 270.74340000000007 3600.16113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 -4 6 -2 10 13 9 22 11 -3 -11 15 23 19 18 -18 -17 21 -21 -1 -9 24 -15 right_child=5 2 3 -5 -6 -7 -8 8 -10 12 -12 -13 -14 14 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.00062562980434071865 -0.13838324423759216 -0.10246432440621513 -0.80866080522537231 21.260817329406738 -5.7220798351146565 -8.7724921073913578 7.7475018844604495 -2.4284961847158577 -6.0191939371282404 2.5489450187683107 -2.1032730178833008 2.6055810375213624 -0.29016255898909138 0.089483523748137728 -2.7497580187970945 -0.012880154763262024 2.4439149147843664 0.29133208796227267 2.7672421860694887 0.73484987107190225 -1.4125339027534833 0.3697785026891478 -0.7222558484850703 -0.9275698023041089 -0.0035548524856567382 leaf_weight=360289 31 28 32 20 27 20 20 26 33 20 20 20 22 22 22 1089 73 289 20 44 110 725 37 24 20 leaf_count=360289 31 28 32 20 27 20 20 26 33 20 20 20 22 22 22 1089 73 289 20 44 110 725 37 24 20 internal_value=0 0.000842253 2.43695 7.6796 0.0663569 -3.52431 1.84235 -0.000278907 -1.76741 -0.431134 0.105546 1.02589 1.06179 0.0003934 -0.91885 0.000616469 0.206607 0.725416 0.0372573 -0.00022251 -0.798996 0.000118228 -1.42642 -0.308547 0.0451795 internal_weight=0 363032 167 52 115 51 88 362865 138 105 68 48 42 362727 88 362639 1471 362 1109 361168 154 361014 63 66 42 internal_count=363083 363032 167 52 115 51 88 362865 138 105 68 48 42 362727 88 362639 1471 362 1109 361168 154 361014 63 66 42 is_linear=0 shrinkage=0.01 Tree=791 num_leaves=27 num_cat=0 split_feature=14 7 3 4 1 0 9 7 5 3 7 0 17 3 19 5 2 15 1 3 0 6 26 15 10 19 split_gain=6.29537e+06 1.49506e+07 1.14884e+07 2.10805e+07 3.69049e+06 7.06257e+06 2.40209e+06 4.12944e+06 2.83966e+06 1.57798e+06 764861 760191 632908 1.00253e+06 614489 1.56754e+06 1.85617e+06 1.23493e+06 923676 1.34833e+06 850196 553837 465204 96207 87178.6 27758.5 threshold=3182.0603000000006 2822.9627650000007 2725.8677800000005 2693.9010000000007 2781.5828000000006 1884.2950000000003 360.85390500000005 112.55400000000002 7.2786000000000008 511.93300000000005 2822.9627650000007 804.19674500000008 2221.3567500000004 392.12500000000006 218.88300000000001 1312.9050000000002 522.27250000000015 188.47500000000002 1892.2623000000001 698.94000000000005 1117.6621800000003 1324.2200000000003 2022.5000000000002 134.52100000000004 270.74340000000007 26.146102500000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 21 4 6 12 9 7 8 -4 22 -5 -11 14 24 18 17 -17 -16 20 -20 -1 23 -6 -2 25 -14 right_child=1 -3 3 10 5 -7 -8 -9 -10 11 -12 -13 13 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.00058112391582833722 -0.49761128103733065 -10.292203979492188 1.7441412167935759 7.5360377720424108 -2.404211161686824 -5.7568253067135808 -1.7077976137049058 5.0477764295495078 -2.7926270684328944 2.5389574356079101 10.268527336120606 -0.18517791748046875 -0.21994761168956756 -2.7568909844898042 -0.036476630175391989 -0.04103452364603679 4.1154107388583094 0.615481088568399 -0.103459633458959 -2.0853548391048724 0.34220793085175344 1.0500442223548889 -0.64879604991939333 -1.4784628715515138 -0.77377498802684597 0.28448600745201114 leaf_weight=360271 20 20 37 21 26 32 34 23 22 20 20 21 24 21 1028 21 22 405 101 52 725 20 36 20 21 20 leaf_count=360271 20 20 37 21 26 32 34 23 22 20 20 21 24 21 1028 21 22 405 101 52 725 20 36 20 21 20 internal_value=0 -2.80456 0.000961781 2.70546 -0.000208428 -1.65329 0.526976 1.45359 0.0524649 -0.378405 8.86896 1.14367 0.000406844 -0.857361 0.000610272 0.204234 2.08552 0.147782 -0.000221928 -0.777045 0.00010731 -0.308677 -1.38494 -0.988037 -0.243666 0.0093404 internal_weight=0 80 363003 157 362846 135 116 82 59 103 41 41 362711 86 362625 1476 43 1433 361149 153 360996 60 62 40 65 44 internal_count=363083 80 363003 157 362846 135 116 82 59 103 41 41 362711 86 362625 1476 43 1433 361149 153 360996 60 62 40 65 44 is_linear=0 shrinkage=0.01 Tree=792 num_leaves=24 num_cat=0 split_feature=18 3 12 2 9 15 7 1 0 3 1 1 17 3 5 8 8 15 15 7 2 10 17 split_gain=6.17225e+06 9.54067e+06 2.04446e+07 5.8807e+07 1.15804e+07 8.83469e+06 8.72071e+06 4.13829e+06 7.53115e+06 1.50123e+06 1.38667e+06 839177 709682 945018 688136 610610 1.23291e+06 2.2908e+06 1.07779e+06 547787 438517 137013 870.958 threshold=3273.8635600000002 2725.8677800000005 85.709000000000017 1827.1555000000001 148.55550000000002 1582.5954300000001 270.07350000000002 2781.5828000000006 1884.2950000000003 511.93300000000005 1892.2623000000001 31.827000000000002 2221.3567500000004 511.93300000000005 1561.8224400000001 2971.7767500000004 1973.6620000000003 204.98000000000005 2869.3449000000005 365.31653000000006 65.574000000000012 270.74340000000007 3600.16113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 -4 6 -2 10 12 9 20 11 -3 15 21 -11 16 18 -18 -1 -17 -9 22 -14 right_child=5 2 3 -5 -6 -7 -8 8 -10 14 -12 -13 13 -15 -16 19 17 -19 -20 -21 -22 -23 -24 leaf_value=0.00031193823668169301 -0.13520835076608967 -0.10753915514264789 -0.81347960114479068 21.045318145751953 -5.6912507488109449 -8.6600223922729498 7.6000322113037111 -1.9672792114213458 -5.8986850520336267 2.3224689792451403 -2.1241042556762695 2.5744280929565431 0.088605884367769422 -2.6924286382848566 -0.23754564194452193 -0.035326814149555408 1.9307031566500663 -1.3926887825557166 1.8076071502223159 -1.7223737144470215 -0.17496361827850343 -0.90197070519129441 -0.0025735290050506593 leaf_weight=362421 31 28 32 20 27 20 20 43 33 21 20 20 22 22 21 38 80 28 33 39 20 24 20 leaf_count=362421 31 28 32 20 27 20 20 43 33 21 20 20 22 22 21 38 80 28 33 39 20 24 20 internal_value=0 0.000828877 2.39046 7.59375 0.0376718 -3.47827 1.79541 -0.000270895 -1.73163 -0.421989 0.0881674 1.00995 0.000387804 -0.897533 1.04246 0.000605699 0.000794802 1.06908 0.000476485 -0.889805 -1.39829 -0.299234 0.0451871 internal_weight=0 363032 167 52 115 51 88 362865 138 105 68 48 362727 88 42 362639 362562 108 362454 77 63 66 42 internal_count=363083 363032 167 52 115 51 88 362865 138 105 68 48 362727 88 42 362639 362562 108 362454 77 63 66 42 is_linear=0 shrinkage=0.01 Tree=793 num_leaves=27 num_cat=1 split_feature=14 7 3 12 4 9 7 1 8 3 3 1 1 17 3 19 25 15 5 1 3 13 6 13 10 19 split_gain=6.16386e+06 1.46947e+07 1.11165e+07 2.95992e+07 6.76699e+07 1.135e+07 8.54717e+06 3.54039e+06 3.38094e+06 1.92159e+06 4.47617e+06 1.35908e+06 822478 604610 968028 603232 1.85689e+06 4.61342e+06 1.88541e+06 905775 1.32132e+06 701188 529816 107412 81008.2 27245 threshold=3182.0603000000006 2822.9627650000007 2725.8677800000005 85.709000000000017 1116.5450000000003 148.55550000000002 270.07350000000002 2781.5828000000006 1581.7937000000002 888.08100000000013 92.623500000000021 1892.2623000000001 31.827000000000002 2221.3567500000004 392.12500000000006 218.88300000000001 0 247.07500000000002 1561.8224400000001 1892.2623000000001 698.94000000000005 2172.3225000000007 1324.2200000000003 397.80214000000007 270.74340000000007 26.146102500000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=2 22 7 5 -5 6 11 13 9 10 -9 12 -4 15 24 19 17 -17 -18 21 -21 -1 23 -2 25 -15 right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12 -13 -14 14 -16 16 18 -19 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=0.00031290827330220479 -0.44695153152942657 -10.198399021148683 -0.10646369865962438 -2.2564350683038885 23.158908081054687 -5.6343383900324504 7.5240321044921874 -2.9409095452961167 1.9672519891912288 -4.3053543923882875 2.3693766593933105 -2.1028633117675781 2.5486837863922118 -0.21819901528457802 -2.7045313399178639 0.35812605146438847 0.039289497189431193 4.926386851606698 2.811200553894043 -0.10267960826949318 -2.0646243029374345 -0.9134383900676456 1.0282446188926697 -1.4833487682938578 -0.74593460863544836 0.28154672765731809 leaf_weight=360912 20 20 28 22 20 27 20 57 22 34 22 20 20 24 21 93 1329 29 25 101 52 84 20 20 21 20 leaf_count=360912 20 20 28 22 20 27 20 57 22 34 22 20 20 24 21 93 1329 29 25 101 52 84 20 20 21 20 internal_value=0 -2.77511 0.000948452 2.66131 9.84611 0.0372951 1.77746 -0.000202661 -1.61932 -2.31759 -1.4621 0.0872857 0.999848 0.00039997 -0.837972 0.000598798 0.202349 1.33463 0.0898063 -0.000225745 -0.769484 0.000100288 -0.300685 -0.96515 -0.23493 0.00895814 internal_weight=0 80 363003 157 42 115 88 362846 135 113 79 68 48 362711 86 362625 1476 122 1354 361149 153 360996 60 40 65 44 internal_count=363083 80 363003 157 42 115 88 362846 135 113 79 68 48 362711 86 362625 1476 122 1354 361149 153 360996 60 40 65 44 cat_boundaries=0 3 cat_threshold=67175424 134217792 16 is_linear=0 shrinkage=0.01 Tree=794 num_leaves=26 num_cat=2 split_feature=14 7 3 12 4 9 7 1 0 3 1 1 0 17 3 4 25 24 3 10 0 10 26 10 19 split_gain=6.0412e+06 1.44023e+07 1.08953e+07 2.90102e+07 6.63232e+07 1.11241e+07 8.37708e+06 3.46994e+06 6.76943e+06 1.51171e+06 1.33203e+06 806110 750115 592578 948764 597434 2.85937e+06 2.26014e+06 1.68385e+06 1.27148e+06 1.02262e+06 462994 453003 79396.2 26702.8 threshold=3182.0603000000006 2822.9627650000007 2725.8677800000005 85.709000000000017 1116.5450000000003 148.55550000000002 270.07350000000002 2781.5828000000006 1884.2950000000003 511.93300000000005 1892.2623000000001 31.827000000000002 804.19674500000008 2221.3567500000004 392.12500000000006 267.54662000000002 0 1 1890.7105500000002 3056.7500000000005 1884.2950000000003 767.74042000000009 2022.5000000000002 270.74340000000007 26.146102500000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=2 21 7 5 -5 6 10 13 9 22 11 -4 -11 15 23 19 17 -17 -18 20 -1 -2 -9 24 -15 right_child=1 -3 3 4 -6 -7 -8 8 -10 12 -12 -13 -14 14 -16 16 18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.0010795816133049743 -1.1761187058761717 -10.096415027618407 -0.10539908477238247 -2.2338707785172893 22.927319114685062 -5.5779950966216907 7.4487913894653319 -2.34597014940702 -5.6205966322124006 2.5208044738769533 -2.0818350067138671 2.5231968479156497 -0.18521643774850027 -0.21601702804366749 -2.6774860068729947 -0.44538735698793352 -0.05497643278161464 0.7570542495317214 1.4301796835508103 -2.0260336543667701 0.78163057128826297 0.5807619069417318 -0.61372798098458181 -0.73847529459567296 0.27873124957084655 leaf_weight=357653 30 20 28 22 20 27 20 26 32 20 20 20 21 24 21 184 3590 922 78 31 167 30 36 21 20 leaf_count=357653 30 20 28 22 20 27 20 26 32 20 20 20 21 24 21 184 3590 922 78 31 167 30 36 21 20 internal_value=0 -2.74736 0.000938967 2.6347 9.74765 0.0369219 1.75968 -0.000200634 -1.60313 -0.354979 0.0864127 0.989849 1.13479 0.00039597 -0.829593 0.00059281 0.111721 0.554811 -0.023331 -0.000889729 -0.000714279 -0.297678 -1.34015 -0.232581 0.00886855 internal_weight=0 80 363003 157 42 115 88 362846 135 103 68 48 41 362711 86 362625 4774 1106 3668 357851 357820 60 62 65 44 internal_count=363083 80 363003 157 42 115 88 362846 135 103 68 48 41 362711 86 362625 4774 1106 3668 357851 357820 60 62 65 44 cat_boundaries=0 5 6 cat_threshold=134300704 1082491400 235929616 2147811329 4265216 136 is_linear=0 shrinkage=0.01 Tree=795 num_leaves=28 num_cat=3 split_feature=3 12 4 4 2 0 2 3 0 6 11 12 0 25 24 26 1 0 4 23 1 18 25 1 1 0 8 split_gain=2.42214e+06 1.63675e+07 6.07989e+07 2.03268e+07 7.17216e+06 3.0664e+06 3.02019e+06 3.82644e+06 2.59663e+06 1.80046e+06 1.60045e+06 1.3146e+06 1.01203e+06 5.64815e+06 2.46425e+07 3.80007e+07 5.30601e+06 3.57162e+06 5.34215e+06 3.68163e+06 906154 560382 547097 1.40232e+06 731049 520698 16980.9 threshold=2725.8677800000005 41.583622500000004 2693.9010000000007 1888.1190000000004 1468.575 24.190470000000001 2682.0900000000006 571.90530000000001 635.46050000000014 2976.3936000000008 254.38525000000004 1132.9885000000002 332.68500000000006 0 1 2022.5000000000002 523.64669700000002 2778.6210000000005 106.484285 8.5912500000000005 248.93500000000003 3273.8635600000002 2 733.85806350000018 1461.4925000000003 3.5650000000000008 7.2885000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 left_child=6 3 11 4 5 -2 9 8 25 12 -9 -3 21 14 15 -14 -16 19 -19 -15 26 22 23 -1 -24 -8 -11 right_child=1 2 -4 -5 -6 -7 7 10 -10 20 -12 -13 13 17 16 -17 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 leaf_value=-0.039754809043883871 1.7976872420310974 -4.2965963249206549 17.395731201171877 -7.4649066990443638 6.5516955930536449 -2.9892416263663253 -2.4975511158213899 -0.83644843653628698 -5.6533228651682537 -0.44363300033189634 2.5057397452644681 -0.67085352706909174 9.9568212078677298 0.036175983925043377 0.51036222588111069 -0.50722745329586427 -2.0537763741233133 -3.8126242700116388 0.90333086525521622 3.4965767915787236 -2.7691485006159002 1.3661489887237548 0.0025880292321399634 -1.6237731947217668 0.57027575716573242 -0.52314703637903381 -0.82807643365859995 leaf_weight=28171 32 20 25 35 22 23 34 38 24 27 23 20 72 3751 303 67 110 58 41 31 33 30 330036 56 227 22 20 leaf_count=28171 32 20 25 35 22 23 34 38 24 27 23 20 72 3751 303 67 110 58 41 31 33 30 330036 56 227 22 20 internal_value=0 1.17053 5.16222 -1.14608 1.72611 -0.204119 0.00043825 -1.46283 -2.90132 0.00100657 0.423721 -2.48372 0.0013372 0.151506 1.08831 4.58327 -0.1685 0.0154187 -1.85955 0.0645399 -1.49902 -0.000519592 -0.000633961 -0.0428822 0.00297813 -1.72189 -0.607226 internal_weight=0 177 65 112 77 55 363174 141 80 363033 61 40 362953 4433 552 139 413 3881 99 3782 80 358520 358490 28227 330263 56 47 internal_count=363351 177 65 112 77 55 363174 141 80 363033 61 40 362953 4433 552 139 413 3881 99 3782 80 358520 358490 28227 330263 56 47 cat_boundaries=0 6 7 14 cat_threshold=9454208 8388612 16 37748737 0 16386 22 303038528 2952925185 1631592449 134811908 201850888 4456465 18 is_linear=0 shrinkage=0.01 Tree=796 num_leaves=29 num_cat=3 split_feature=3 17 12 4 2 0 2 3 0 6 7 11 0 25 0 0 1 6 20 13 25 11 25 1 3 1 0 9 split_gain=2.37394e+06 1.62144e+07 5.10606e+07 1.70878e+07 7.31874e+06 3.13547e+06 2.96009e+06 3.7503e+06 2.54496e+06 1.76463e+06 1.96467e+06 1.56861e+06 991891 5.5338e+06 2.15837e+07 5.2571e+06 3.52318e+06 5.00154e+06 2.03665e+06 597285 5.91056e+06 3.30733e+07 1.70086e+06 1.22303e+06 1.19553e+07 723044 510336 347229 threshold=2725.8677800000005 164.97000000000003 85.709000000000017 1888.1190000000004 1468.575 24.190470000000001 2682.0900000000006 571.90530000000001 635.46050000000014 2976.3936000000008 1131.6606400000003 254.38525000000004 332.68500000000006 0 2778.6210000000005 1519.5755740000002 2781.5828000000006 342.20000000000005 565.33382000000017 40.674450000000007 1 59.352250000000005 2 1461.4925000000003 453.37980000000005 860.12500000000011 3.5650000000000008 119.5475 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 9 2 2 2 2 2 left_child=6 2 3 4 5 -2 9 8 26 12 27 -9 19 14 15 -14 18 -18 -15 23 21 -21 -22 25 -25 -1 -8 -11 right_child=1 -3 -4 -5 -6 -7 7 11 -10 10 -12 -13 13 16 -16 -17 17 -19 -20 20 22 -23 -24 24 -26 -27 -28 -29 leaf_value=-0.0027101683331070552 2.1432381922403971 -4.9375938900538854 13.348834706474754 -6.571320580875172 6.9892249352591378 -2.7643091469225674 -2.472575585982379 -0.82808389764083057 -5.5967896556854253 -1.1171767083061859 -4.1983440723419188 2.4806822818258532 0.94964020940605443 0.012311573749347465 9.6504039253507354 -2.5895665888164352 -6.3306551415579655 0.35190436124801638 1.5429137347521407 -0.17076368754751542 0.42090735419248881 14.121752031743526 0.0031835011954345618 -0.015979484225076342 8.1143209323883063 -0.46340967650986836 -0.51791556791825732 0.49658233493566512 leaf_weight=347956 30 35 34 34 21 23 34 38 24 40 20 23 479 3746 28 46 21 24 89 85 1086 20 8823 189 20 341 22 20 leaf_count=347956 30 35 34 34 21 23 34 38 24 40 20 23 479 3746 28 46 21 24 89 85 1086 20 8823 189 20 341 22 20 internal_value=0 1.15882 2.66146 -0.703085 1.99313 0.0135478 0.000433868 -1.4482 -2.87231 0.000996509 -1.48403 0.419484 0.00132383 0.149991 1.07632 0.639538 0.0151518 -2.76662 0.0478327 -0.000514396 0.0756296 2.32974 0.0493431 -0.00270232 0.76204 -0.00316122 -1.70467 -0.579257 internal_weight=0 177 142 108 74 53 363174 141 80 363033 80 61 362953 4433 553 525 3880 45 3835 358520 10014 105 9909 348506 209 348297 56 60 internal_count=363351 177 142 108 74 53 363174 141 80 363033 80 61 362953 4433 553 525 3880 45 3835 358520 10014 105 9909 348506 209 348297 56 60 cat_boundaries=0 6 7 12 cat_threshold=9716352 8388608 16 37748737 0 16386 8388608 69206048 134512640 67109908 1376288 536891456 is_linear=0 shrinkage=0.01 Tree=797 num_leaves=28 num_cat=2 split_feature=3 17 12 2 2 3 0 2 0 6 11 0 26 23 24 0 0 6 1 13 1 1 3 24 18 0 8 split_gain=2.3267e+06 1.58918e+07 5.00445e+07 7.7637e+06 2.90118e+06 3.67566e+06 2.49432e+06 1.78405e+06 3.06651e+06 1.72951e+06 1.53739e+06 972151 3.67964e+06 1.02843e+07 1.00743e+07 2.03505e+07 5.24074e+06 1.96301e+06 881132 585463 1.37887e+06 1.19869e+06 1.17173e+07 1.13428e+06 710937 500180 16117.3 threshold=2725.8677800000005 164.97000000000003 85.709000000000017 2682.0900000000006 2682.0900000000006 571.90530000000001 635.46050000000014 1107.4580000000003 24.190470000000001 2976.3936000000008 254.38525000000004 332.68500000000006 2022.5000000000002 8.5912500000000005 0 2778.6210000000005 2778.6210000000005 652.29725000000008 248.93500000000003 40.674450000000007 1461.4925000000003 1461.4925000000003 453.37980000000005 1 1734.8725725000002 3.5650000000000008 7.2885000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 left_child=4 2 3 7 9 6 25 8 -2 11 -7 19 14 17 15 -13 -16 -14 26 21 23 24 -23 -21 -1 -6 -11 right_child=1 -3 -4 -5 5 10 -8 -9 -10 18 -12 12 13 -15 16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 leaf_value=-0.0032865014904090613 2.1191103836585738 -4.8882181178501671 13.215346530465521 -5.2280391243525912 -2.4478498817892635 -0.81980315961335837 -5.5408218193054202 3.1051190887451172 -2.6104192308279188 -0.43041564864140974 2.4558755940976353 1.1667886026251701 -0.33805251800756103 6.9958700447082514 0.12212514259716839 9.771186118290343 -3.902677682240804 0.4852301787429078 -2.7216590916026724 0.38709254218778422 -2.065793513417244 -0.015819676199918073 8.0331777744293209 0.044044272254647139 1.2978329156126296 -0.51273637945001771 -0.80495539426803586 leaf_weight=348255 29 35 34 28 34 38 24 25 26 27 23 527 1832 20 1648 29 33 344 33 1072 30 189 20 8912 42 22 20 leaf_count=348255 29 35 34 28 34 38 24 25 26 27 23 527 1832 20 1648 29 33 344 33 1072 30 189 20 8912 42 22 20 internal_value=0 1.14723 2.63484 -0.696054 0.000429646 -1.43372 -2.84359 0.890141 -0.116667 0.000986661 0.415289 0.00131071 0.148491 -0.142293 0.433945 1.58704 0.0428586 -0.207901 -1.46919 -0.000509134 0.0748775 -0.0026753 0.754419 0.0813098 -0.0031296 -1.68763 -0.589794 internal_weight=0 177 142 108 363174 141 80 80 55 363033 61 362953 4433 2196 2237 556 1681 2176 80 358520 10014 348506 209 9984 348297 56 47 internal_count=363351 177 142 108 363174 141 80 80 55 363033 61 362953 4433 2196 2237 556 1681 2176 80 358520 10014 348506 209 9984 348297 56 47 cat_boundaries=0 1 2 cat_threshold=22 16 is_linear=0 shrinkage=0.01 Tree=798 num_leaves=21 num_cat=1 split_feature=19 11 17 8 9 4 5 2 13 4 9 6 4 1 0 25 17 12 2 12 split_gain=2.13848e+06 4.5842e+06 3.07535e+06 1.36508e+07 3.65437e+06 2.429e+07 3.89159e+06 2.32648e+06 1.32248e+07 8.77901e+06 1.69981e+06 1.50882e+06 1.0998e+06 2.08904e+06 1.05568e+06 7.64707e+06 1.22067e+06 1.04986e+06 562620 137827 threshold=3260.8512500000006 871.08830000000023 2221.3567500000004 1581.7937000000002 2854.0889000000006 2693.9010000000007 670.57570000000021 2682.0900000000006 207.58814000000004 1888.1190000000004 580.86400000000015 116.37925 2693.9010000000007 1256.4300000000001 332.68500000000006 0 1381.0875000000003 195.11325000000002 784.03650000000005 139.62000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=2 -2 4 10 7 6 -6 12 9 11 19 -9 14 17 16 -16 -1 -14 -8 -4 right_child=1 -3 3 -5 5 -7 18 8 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 leaf_value=-0.00072043587202183664 -0.61176745263429788 5.7563189086914068 -0.24569768460897301 -8.6946028340946544 1.4897956838363258 10.698822317123414 -1.7223442745208741 -0.28290914808000839 4.2367206573486325 -7.2357661938667297 2.6538086449016225 -2.9777364164783111 0.65134494922779229 -3.1506594133377077 1.3303514857862779 0.0075648509352276199 1.1705520768112012 -1.8998847123850948 -4.0658966391427178 -1.3498880997896194 leaf_weight=358346 26 20 26 22 39 24 20 63 35 32 22 31 54 32 482 3924 89 23 21 20 leaf_count=358346 26 20 26 22 39 24 20 63 35 32 22 31 54 32 482 3924 89 23 21 20 internal_value=0 2.15697 0.000705546 -1.84759 0.00116353 1.87541 -0.771609 0.000626719 -1.2012 -2.71173 0.367616 -1.17163 0.00115983 -1.00317 0.00146154 0.155309 -0.000429607 -0.110711 -2.9227 -0.72578 internal_weight=0 46 363305 90 363215 104 80 363111 161 126 68 94 362950 109 362841 4406 358435 77 41 46 internal_count=363351 46 363305 90 363215 104 80 363111 161 126 68 94 362950 109 362841 4406 358435 77 41 46 cat_boundaries=0 6 cat_threshold=9454080 8388608 16 37748736 0 16386 is_linear=0 shrinkage=0.01 Tree=799 num_leaves=37 num_cat=6 split_feature=3 17 12 9 1 0 2 3 0 11 0 25 24 26 0 1 1 9 0 8 24 20 8 24 13 25 13 1 25 1 3 7 18 1 0 9 split_gain=2.28616e+06 1.5561e+07 4.88851e+07 1.04469e+07 6.8155e+06 5.04213e+06 2.81844e+06 3.60358e+06 2.46223e+06 1.46721e+06 759641 5.69605e+06 2.44036e+07 4.0233e+07 8.91072e+07 5.28515e+06 3.8969e+06 3.78619e+06 3.18175e+06 2.63134e+06 2.63057e+06 2.14039e+06 4.17639e+06 2.04377e+06 537106 5.8074e+06 3.27607e+07 2.74581e+06 1.62338e+06 1.17638e+06 1.14938e+07 1.37658e+06 696342 689243 486558 217350 threshold=2725.8677800000005 164.97000000000003 85.709000000000017 148.55550000000002 2781.5828000000006 19.000000000000004 2682.0900000000006 571.90530000000001 635.46050000000014 254.38525000000004 332.68500000000006 0 1 2022.5000000000002 1117.6621800000003 384.69825000000009 2781.5828000000006 360.85390500000005 1117.6621800000003 147.54559750000001 2 565.33382000000017 111.72000000000001 3 40.674450000000007 4 51.111000000000004 1892.2623000000001 5 1461.4925000000003 453.37980000000005 16.677500000000006 1734.8725725000002 860.12500000000011 3.5650000000000008 19.074000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 1 2 2 1 2 9 2 2 9 2 2 2 2 2 2 2 left_child=6 2 3 4 5 -2 10 8 34 -9 24 12 13 14 -12 20 21 -15 -17 -18 -14 23 -23 -13 29 26 -26 28 -27 32 31 -31 33 -1 -8 -28 right_child=1 -3 -4 -5 -6 -7 7 9 -10 -11 11 16 15 17 -16 18 19 -19 -20 -21 -22 22 -24 -25 25 27 35 -29 -30 30 -32 -33 -34 -35 -36 -37 leaf_value=-0.0028899855251064998 2.7843215560913088 -4.8351267483575002 13.066465229707605 -6.3498227592468268 6.1099301452636725 -2.9619975662231446 -2.4104051500208237 -0.78891867386667358 -5.4889388402303068 2.4111219882965087 2.7472020138393747 0.24257934996957878 1.583649425026324 -2.0761644390953915 28.204073486328127 -0.69039594162835016 -5.060881430053711 3.1530504713058476 -3.9233724461431088 -0.51710386716402501 -0.47523096543400228 5.0302832180023191 0.25971802403961403 -0.21930905959149638 14.040812057018279 0.41595288064837266 0.11481724215878381 -3.6559928290843966 0.0078104960542228572 -0.40086223764784018 7.9562785911560061 1.8747908738255501 1.28436366944086 -0.45203495419861983 -0.50182443524964837 -1.0397200204025616 leaf_weight=347950 26 35 34 25 20 37 34 38 24 23 44 1822 129 45 20 90 25 20 46 26 109 25 69 1998 20 1086 63 20 8811 157 20 32 42 342 22 22 leaf_count=347950 26 35 34 25 20 37 34 38 24 23 44 1822 129 45 20 90 25 20 46 26 109 25 69 1998 20 1086 63 20 8811 157 20 32 42 342 22 22 internal_value=0 1.13719 2.60923 -0.682857 1.02406 -0.590501 0.000415353 -1.41313 -2.80911 0.417654 0.000964366 0.130551 1.12194 4.70929 10.7025 -0.205823 0.00194809 -0.467175 -1.7839 -2.74445 0.687289 0.037739 1.52849 0.0010557 -0.000650378 0.0715263 2.30588 0.0454982 0.0530242 -0.00272575 0.74729 -0.0155665 -0.00317575 -0.00333102 -1.66061 -0.184004 internal_weight=0 177 142 108 83 63 363174 141 80 61 363033 4468 503 129 64 374 3965 65 136 51 238 3914 94 3820 358565 10022 105 9917 9897 348543 209 189 348334 348292 56 85 internal_count=363351 177 142 108 83 63 363174 141 80 61 363033 4468 503 129 64 374 3965 65 136 51 238 3914 94 3820 358565 10022 105 9917 9897 348543 209 189 348334 348292 56 85 cat_boundaries=0 6 7 8 9 10 15 cat_threshold=9454208 8388608 16 37748737 0 16384 22 2152 110 8388608 69206048 134512640 67109908 1376288 536891456 is_linear=0 shrinkage=0.01 Tree=800 num_leaves=22 num_cat=1 split_feature=0 1 8 2 1 14 2 26 20 20 9 17 3 3 4 7 12 10 24 18 8 split_gain=9.99815e+06 1.14296e+07 1.12558e+07 5.78507e+06 7.16143e+06 3.95092e+06 2.63248e+06 2.31318e+06 1.71205e+06 1.93264e+06 1.52169e+06 1.12385e+07 2.95163e+06 1.92728e+06 7.56197e+06 1.5769e+06 1.17113e+06 593175 2.69734e+06 684173 117592 threshold=2778.6210000000005 2781.5828000000006 1350.3896175000002 26.254000000000001 367.00000000000006 208.66305000000003 1827.1555000000001 2022.5000000000002 2769.4572500000004 1925.7125000000003 2854.0889000000006 86.586000000000013 888.08100000000013 2725.8677800000005 1888.1190000000004 712.24900000000014 114.01200000000001 856.19400000000007 0 1530.3410000000001 301.38810000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=8 3 -3 7 -5 6 -6 -2 9 10 13 12 20 17 15 -15 -10 19 -19 -1 -12 right_child=1 2 -4 4 5 -7 -8 -9 16 -11 11 -13 -14 14 -16 -17 -18 18 -20 -21 -22 leaf_value=-0.00018659923042902638 -5.0471819081025968 -10.947094433124247 -1.228349505337802 4.9935463788774284 -0.62799552307128903 2.4616525541033063 -5.49547503566742 -0.99233834107716878 -0.35755085298418998 2.2553939300618673 0.39300138711929322 7.3436086737591291 -3.3848612418541539 -0.93922824541727712 -6.8843507537841804 1.9295037827668367 -3.7797344341278074 1.078894008270489 -0.165277769501291 -0.8075171940269924 1.4312349739074708 leaf_weight=362111 34 26 22 27 25 21 20 24 20 38 24 23 26 66 20 27 20 261 486 105 20 leaf_count=362111 34 26 22 27 25 21 20 24 20 38 24 23 26 66 20 27 20 261 486 105 20 internal_value=0 -2.242 -6.49267 -0.89079 0.654958 -1.11992 -2.79132 -3.36932 8.91313e-05 0.000316961 8.1002e-05 1.27907 -0.713567 -0.000246604 -1.30601 -0.106371 -2.06864 0.000159916 0.281663 -0.00042063 0.864926 internal_weight=0 199 48 151 93 66 45 58 363247 363207 363169 93 70 363076 113 93 40 362963 747 362216 44 internal_count=363446 199 48 151 93 66 45 58 363247 363207 363169 93 70 363076 113 93 40 362963 747 362216 44 cat_boundaries=0 1 cat_threshold=1314 is_linear=0 shrinkage=0.01 Tree=801 num_leaves=37 num_cat=5 split_feature=3 17 9 4 9 5 2 25 14 13 7 4 2 19 5 25 15 12 5 15 13 10 24 3 5 2 13 9 4 24 7 4 12 25 10 3 split_gain=5.17783e+06 1.1569e+07 1.74877e+07 2.59368e+07 3.29058e+06 2.15378e+06 1.45177e+06 827330 2.03442e+06 2.14572e+06 964734 1.07709e+06 1.29351e+06 909724 4.86838e+06 2.28584e+06 3.66319e+06 5.79265e+06 1.53466e+06 1.60962e+06 1.42361e+06 725306 3.37822e+06 6.2167e+06 2.31794e+06 1.74162e+06 3.10501e+06 864005 2.31834e+06 765251 746940 8.02712e+06 554131 471282 282448 248172 threshold=2725.8677800000005 197.84000000000003 2854.0889000000006 2693.9010000000007 309.41100000000012 367.52900000000005 223.62625000000003 0 1061.9390000000003 1063.1169900000002 1131.6606400000003 1522.8167500000002 1468.575 218.88300000000001 1561.8224400000001 1 126.97425 8.0552500000000027 425.55000000000007 1947.7010000000002 1063.1169900000002 941.87500000000011 2 1118.1025000000002 1146.4585000000004 1107.4580000000003 1063.1169900000002 923.19600000000014 727.60250000000008 3 610.83000000000004 1522.8167500000002 195.11325000000002 4 62.572500000000005 888.08100000000013 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 9 2 2 left_child=7 2 3 4 5 6 -2 8 9 10 11 12 -1 21 15 16 34 -18 19 -17 -20 27 25 24 -24 26 -23 30 29 -29 33 -32 -30 -9 -15 -27 right_child=1 -3 -4 -5 -6 -7 -8 13 -10 -11 -12 -13 -14 14 -16 18 17 -19 20 -21 -22 22 23 -25 -26 35 -28 28 32 -31 31 -33 -34 -35 -36 -37 leaf_value=-0.17848482672513388 -1.2662441221872967 -7.2593349321426892 7.4704565131145984 -11.356065514882404 -2.9052725242614748 3.831462462052055 2.1619362168085008 0.02999507893289613 -2.6719294333457948 2.8409603679180147 -2.1172221694946289 2.1121559724353607 2.2552917523817584 0.37867934326712899 3.7343246230100977 0.038818421614674109 7.3446505510807043 1.3200590246538573 -0.58552761011857246 2.512644894917806 -3.3916282163347518 -0.64073797356614048 0.24629414087205423 4.9678514802455904 3.1855192473729455 -1.5712006738450794 2.7471011328697204 0.57360393756475203 -2.7722731204365574 -0.37069024193542083 0.080696691518138727 4.3989414248996308 -1.049525086373994 -0.0049948544716234295 -0.52395784891568697 -3.002008579427546 leaf_weight=2961 30 31 23 24 25 23 21 43888 32 24 25 21 22 104 39 1017 20 79 130 27 21 175 254 36 30 27 32 107 43 317 992 45 33 312694 52 22 leaf_count=2961 30 31 23 24 25 23 21 43888 32 24 25 21 22 104 39 1017 20 79 130 27 21 175 254 36 30 27 32 107 43 317 992 45 33 312694 52 22 internal_value=0 -1.71107 -0.533013 -2.0296 0.231365 1.29104 0.14536 -0.0002937 -0.163092 -0.13733 -0.160929 -0.144648 -0.160535 0.00110518 0.24777 0.153994 0.99364 2.53715 -0.0332141 0.102797 -0.97578 8.12634e-05 0.35465 1.02111 0.556776 -0.498829 -0.117014 -0.000489026 -0.415892 -0.127604 9.17638e-05 0.268084 -2.02424 -0.000687603 0.0778003 -2.2136 internal_weight=0 177 146 123 99 74 51 363269 3085 3053 3029 3004 2983 360184 1489 1450 255 99 1195 1044 151 358695 576 320 284 256 207 358119 500 424 357619 1037 76 356582 156 49 internal_count=363446 177 146 123 99 74 51 363269 3085 3053 3029 3004 2983 360184 1489 1450 255 99 1195 1044 151 358695 576 320 284 256 207 358119 500 424 357619 1037 76 356582 156 49 cat_boundaries=0 6 9 10 11 18 cat_threshold=1048576 0 2147483648 16384 0 2048 67175428 134513728 4112 668 1282 8388612 1073774852 65556 1078264576 545401489 2147573766 130 is_linear=0 shrinkage=0.01 Tree=802 num_leaves=21 num_cat=1 split_feature=0 1 8 2 1 12 26 20 20 2 9 17 8 12 6 2 4 0 18 25 split_gain=9.75549e+06 1.11331e+07 1.09447e+07 5.67604e+06 7.01607e+06 2.4694e+06 2.266e+06 1.67945e+06 1.88312e+06 1.49861e+06 1.46176e+06 1.1044e+07 2.72816e+06 1.14589e+06 1.0289e+06 1.01327e+06 5.87344e+06 3.57493e+06 957068 575637 threshold=2778.6210000000005 2781.5828000000006 1350.3896175000002 26.254000000000001 367.00000000000006 659.09565500000008 2022.5000000000002 2769.4572500000004 1925.7125000000003 1271.7445000000002 2854.0889000000006 86.586000000000013 1581.7937000000002 114.01200000000001 5.769000000000001 2682.0900000000006 1292.0010000000002 1275.1415000000002 3273.8635600000002 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 left_child=7 3 -3 6 -5 9 -2 8 10 -6 15 12 14 -9 -12 18 17 -17 19 -1 right_child=1 2 -4 4 5 -7 -8 13 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=-0.04523206353755635 -4.9967745478012988 -10.802229722829965 -1.2187007782676005 4.9443923392119231 -0.71101501298987346 1.6288012175126507 -0.98349955717722581 -0.35629233412072064 2.2263214627065158 -4.4058659735180088 2.1707457998524542 7.2654743982397996 -3.5437718565567677 -3.7413918819427487 -0.78908212343851736 -0.6514696939024206 -4.2578864937859615 3.8696299594381585 1.7294161224365234 0.0034475670575411133 leaf_weight=26170 34 26 22 27 23 22 24 20 38 21 23 23 23 20 24 73 37 23 32 336741 leaf_count=26170 34 26 22 27 23 22 24 20 38 21 23 23 23 20 24 73 37 23 32 336741 internal_value=0 -2.21461 -6.40978 -0.881051 0.650061 -1.10671 -3.33611 9.71097e-05 0.000322759 -2.47447 8.98433e-05 1.25364 -0.72168 -2.04884 0.659344 -0.000231246 -0.872914 0.43171 8.85471e-05 -6.39379e-05 internal_weight=0 199 48 151 93 66 58 363247 363207 44 363169 93 70 40 47 363076 133 96 362943 362911 internal_count=363446 199 48 151 93 66 58 363247 363207 44 363169 93 70 40 47 363076 133 96 362943 362911 cat_boundaries=0 7 cat_threshold=2416967746 2416054273 3781165056 33771540 168296576 264272 16 is_linear=0 shrinkage=0.01 Tree=803 num_leaves=37 num_cat=2 split_feature=0 1 8 16 1 1 3 9 24 3 3 0 14 4 15 1 3 4 6 6 0 24 1 1 3 17 3 1 7 1 13 16 3 0 4 17 split_gain=9.56136e+06 1.09115e+07 1.07269e+07 4.51579e+06 2.59299e+06 5.91906e+06 889624 846694 1.08616e+07 2.50322e+07 3.6725e+06 2.63873e+06 2.4053e+06 1.92763e+06 2.61837e+06 1.41404e+06 1.33291e+06 5.43031e+06 2.54298e+06 1.16904e+06 862592 6.45494e+06 4.28338e+06 1.05356e+07 699060 1.83216e+06 1.56074e+06 3.24856e+06 1.38464e+06 1.35797e+06 678449 667049 1.14271e+06 625019 400582 314196 threshold=2778.6210000000005 2781.5828000000006 1350.3896175000002 52.257449999999999 585.22500000000014 13.870700000000001 1282.3492500000004 1022.5259020000002 0 1493.1141200000004 2725.8677800000005 1117.6621800000003 540.92153100000007 588.42000000000019 291.51000000000005 1461.4925000000003 2725.8677800000005 1522.8167500000002 487.67864000000003 1136.6981000000003 1519.5755740000002 1 962.58510000000012 168.10617800000003 815.10500000000013 1381.0875000000003 748.6165000000002 678.28840000000002 354.03550000000001 2781.5828000000006 575.15400000000011 115.33291000000001 330.57375000000008 5.882454000000001 1116.5450000000003 764.58199999999999 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 5 -2 -6 16 9 11 12 13 15 14 -9 19 20 18 33 -10 24 22 23 -22 26 28 29 -28 -26 -1 -15 32 -23 -18 35 -14 right_child=1 2 -4 -5 6 -7 -8 8 10 -11 -12 -13 34 30 -16 -17 17 -19 -20 -21 21 31 -24 -25 25 -27 27 -29 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=-0.00015085410934874449 -2.3209110123256469 -10.694207748999963 -1.206513723893599 2.5301811655106086 -5.1140312848772327 4.0637068195343016 -2.3467331490149865 0.3391146277464353 0.02078688031303047 10.983722324328763 -4.6813076546078642 4.0496827761332197 -2.163198213857763 -2.2293467002444798 3.5011883103506904 2.1768393746128787 0.013892667134602866 -5.6746925771804078 3.1280812034606935 -1.852126734350857 1.1487659486315467 -0.90580626614888515 -0.24239236270680148 9.2781416648864745 -0.10388263085058758 2.6476991299220494 0.43858046484947205 4.7792763967514036 -0.97816477988996808 -1.5437776041867439 0.10786385867906655 -2.2000375747680665 0.91981736699740102 -2.0449012157834812 -3.1057820133935836 -0.7463218601818743 leaf_weight=361028 53 26 22 31 21 20 26 104 271 28 21 24 34 27 35 27 30 21 20 38 44 120 34 25 672 21 125 20 248 57 23 23 48 29 21 29 leaf_count=361028 53 26 22 31 21 20 26 104 271 28 21 24 34 27 35 27 30 21 20 38 44 120 34 25 672 21 125 20 248 57 23 23 48 29 21 29 internal_value=0 -2.19247 -6.34568 -0.87224 -1.7512 -0.571701 -3.58319 9.61272e-05 0.352113 2.01129 -0.586904 0.926246 -0.396158 0.529619 1.13532 -0.0177765 -0.000566031 -1.15492 0.046535 -0.209539 -0.000247557 0.541196 2.42706 4.09419 -0.000687085 -0.272893 2.20087e-05 1.0373 -0.339559 -0.000394527 -1.15423 -0.572868 -0.3842 -0.998057 -1.90968 -1.51099 internal_weight=0 199 48 151 120 73 47 363247 682 241 441 213 420 189 139 336 362565 100 79 309 362465 294 103 69 362171 941 361230 145 920 361085 50 191 168 59 84 63 internal_count=363446 199 48 151 120 73 47 363247 682 241 441 213 420 189 139 336 362565 100 79 309 362465 294 103 69 362171 941 361230 145 920 361085 50 191 168 59 84 63 cat_boundaries=0 1 2 cat_threshold=2352 3144 is_linear=0 shrinkage=0.01 Tree=804 num_leaves=20 num_cat=1 split_feature=0 1 8 2 1 12 20 20 2 9 17 5 3 4 5 12 10 24 5 split_gain=9.37108e+06 1.06944e+07 1.05135e+07 5.53877e+06 6.81912e+06 2.37859e+06 1.64117e+06 1.83012e+06 1.47504e+06 1.43071e+06 1.08344e+07 3.99788e+06 1.80113e+06 7.17715e+06 1.7633e+06 1.11907e+06 572494 2.61423e+06 728136 threshold=2778.6210000000005 2781.5828000000006 1350.3896175000002 26.254000000000001 367.00000000000006 659.09565500000008 2769.4572500000004 1925.7125000000003 1271.7445000000002 2854.0889000000006 86.586000000000013 842.25950000000023 2725.8677800000005 1888.1190000000004 342.68350000000004 114.01200000000001 856.19400000000007 0 1146.4585000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=6 3 -3 -2 -5 8 7 9 -6 12 11 -11 16 14 -14 -8 18 -18 -1 right_child=1 2 -4 4 5 -7 15 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 leaf_value=0.00014145445647248918 -3.2887068343984671 -10.5872658597506 -1.1944486566023393 4.8825942350316938 -0.67581448928169585 1.6017700160633432 -0.35273836952075366 2.1947643150781331 -4.3414965656825473 1.6062605900234648 7.1947713959735369 -3.1753393823960252 -1.2130703296831677 -6.697083389282227 1.6001853020126755 -3.6979861602783206 1.0615751032239837 -0.16326510207547293 -0.36733826400284414 leaf_weight=361676 58 26 22 27 23 22 20 38 21 36 23 34 56 20 37 20 261 486 540 leaf_count=361676 58 26 22 27 23 22 20 38 21 36 23 34 56 20 37 20 261 486 540 internal_value=0 -2.17054 -6.28222 -0.863518 0.648966 -1.08297 9.5166e-05 0.00031823 -2.42534 8.8615e-05 1.24025 -0.716231 -0.000229047 -1.26254 -0.0938181 -2.02536 0.000163943 0.276717 -0.000406393 internal_weight=0 199 48 151 93 66 363247 363207 44 363169 93 70 363076 113 93 40 362963 747 362216 internal_count=363446 199 48 151 93 66 363247 363207 44 363169 93 70 363076 113 93 40 362963 747 362216 cat_boundaries=0 1 cat_threshold=1314 is_linear=0 shrinkage=0.01 Tree=805 num_leaves=34 num_cat=5 split_feature=2 4 10 6 1 8 6 9 1 1 25 24 8 1 0 0 12 1 24 0 0 6 7 6 7 24 0 1 10 25 0 6 4 split_gain=7.0568e+06 3.33388e+07 1.12677e+08 4.83552e+06 9.82047e+06 1.72689e+06 3.21293e+06 1.26023e+06 2.68414e+06 1.0037e+06 6.28904e+06 1.38003e+07 1.93436e+07 8.43019e+06 4.68969e+06 3.64052e+06 3.30671e+06 3.84147e+06 2.65094e+06 3.73784e+06 3.72398e+06 1.50821e+06 886530 1.7674e+06 709673 539806 1.4018e+06 1.05384e+06 934724 9.74806e+06 1.18863e+06 161535 92886 threshold=2682.0900000000006 2693.9010000000007 270.74340000000007 1529.30718 1461.4925000000003 2971.7767500000004 1937.6795000000002 29.866290000000003 168.10617800000003 1098.6214000000002 0 1 29.813750000000002 1892.2623000000001 1117.6621800000003 202.20860250000001 1132.9885000000002 1461.4925000000003 2 1519.5755740000002 1884.2950000000003 403.63375000000008 2822.9627650000007 698.40204000000006 659.5150000000001 3 1884.2950000000003 469.40400000000005 148.74825000000001 4 1275.1415000000002 53.437500000000007 32.804000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 9 2 2 2 left_child=5 3 -3 4 7 9 24 8 -2 22 11 12 13 -11 15 -13 18 -18 19 -12 -20 -14 25 31 32 26 27 -1 30 -30 -27 -24 -7 right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 16 14 21 -15 -16 -17 17 -19 20 -21 -22 -23 23 -25 -26 28 -28 -29 29 -31 -32 -33 -34 leaf_value=-0.023375634841366927 -2.0230471507481167 26.96733798599243 -5.8282449756969106 -3.4490858621855041 5.7167574889084394 -0.017171639691699634 -4.9278747820854187 -3.1202597947554156 2.4344902298667215 5.1795407703187735 -0.065295930519196146 -1.521715540044448 -2.4120529531240464 12.738506958007813 -5.068260917663574 2.6316973389519585 5.0452671249389649 0.023731933740469127 -0.63756108831074909 3.7116335116624835 -4.0863013153076171 1.272217579650879 0.56518538865176116 3.472700692957098 -1.7243968756993613 0.0021920573380506611 -2.1201801498234274 -0.56233808080464198 2.7747460348240653 0.065268869753718567 0.61389775169158134 -0.67655807495117193 0.92444364547729496 leaf_weight=59994 35 20 22 37 29 22 20 22 22 36 207 51 20 25 21 36 25 39 297 30 35 25 22 22 24 296848 32 365 127 4369 318 20 20 leaf_count=59994 35 20 22 37 29 22 20 22 22 36 207 51 20 25 21 36 25 39 297 30 35 25 22 22 24 296848 32 365 127 4369 318 20 20 internal_value=0 1.94332 9.7887 -0.32913 0.739744 0.000224646 -1.41665 -1.08726 -0.302594 0.000560358 0.344397 1.7821 4.21113 8.27748 -0.756779 0.196938 -0.167164 1.98527 -0.412203 0.396084 -0.97186 -0.365236 -0.000243885 1.1766 -0.352643 -0.000451915 -0.0277396 -0.0266348 0.00501167 0.148121 0.00284665 -0.026121 0.431217 internal_weight=0 187 42 145 108 363050 86 79 57 362964 847 214 106 61 108 87 633 64 569 237 332 45 362117 64 66 362053 60391 60359 301662 4496 297166 42 42 internal_count=363237 187 42 145 108 363050 86 79 57 362964 847 214 106 61 108 87 633 64 569 237 332 45 362117 64 66 362053 60391 60359 301662 4496 297166 42 42 cat_boundaries=0 7 8 9 10 13 cat_threshold=1048576 64 336 4194304 16384 0 132 2532 211 2176 8388608 262144 16 is_linear=0 shrinkage=0.01 Tree=806 num_leaves=34 num_cat=7 split_feature=2 4 11 6 1 8 6 9 1 1 25 24 8 1 0 12 1 5 0 24 0 0 7 6 7 24 0 25 0 25 25 6 4 split_gain=6.91637e+06 3.26754e+07 1.33214e+07 4.73929e+06 9.62504e+06 1.69253e+06 3.149e+06 1.23515e+06 2.63073e+06 983720 6.16389e+06 1.39146e+07 1.84991e+07 8.38457e+06 4.13086e+06 3.2409e+06 3.76503e+06 2.9027e+06 2.7387e+06 2.59818e+06 3.66346e+06 3.64987e+06 868887 1.73223e+06 695551 529095 1.3739e+06 1.04298e+06 909787 2.15637e+06 577228 158321 91037.6 threshold=2682.0900000000006 2693.9010000000007 149.05890000000002 1529.30718 1461.4925000000003 2971.7767500000004 1937.6795000000002 29.866290000000003 168.10617800000003 1098.6214000000002 0 1 9.3820000000000032 1892.2623000000001 1275.1415000000002 1132.9885000000002 1461.4925000000003 670.57570000000021 202.20860250000001 2 1519.5755740000002 1884.2950000000003 2822.9627650000007 698.40204000000006 659.5150000000001 3 1884.2950000000003 4 3.1710000000000007 5 6 53.437500000000007 32.804000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 9 2 9 9 2 2 left_child=5 3 -3 4 7 9 24 8 -2 22 11 12 13 -11 18 19 -17 -14 -13 20 -12 -21 25 31 32 26 27 -1 30 -30 -27 -24 -7 right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 15 14 17 -15 -16 16 -18 -19 -20 21 -22 -23 23 -25 -26 28 -28 -29 29 -31 -32 -33 -34 leaf_value=-0.12381333067077158 -2.0028166738237654 15.060562473643911 3.7840875549316406 -3.4145950528737661 5.6595899568755055 -0.016999982758001849 -4.8785960112810134 -3.0890571945363825 2.4101452983509408 5.2160713128482596 -0.064642978382571312 -1.4515220844502352 -2.3835815276861192 12.935927697817485 -4.7973326197124662 4.9948143600463872 0.023494559679275905 2.65954909324646 2.0749410157203676 -0.63118546741578718 3.6745171755154931 -4.0454382967267719 0.55953353318301113 3.4379737082394688 -1.7071529308954874 0.050621844657378054 -2.0989783443510532 -0.0086320606909853388 0.13043505051940021 -0.017991712601753296 -0.0059739233196320135 -0.66979249572753907 0.91519919109344483 leaf_weight=9283 35 22 20 37 29 22 20 22 22 34 207 49 25 24 21 25 39 21 40 297 30 35 22 22 24 19456 32 51076 17992 21453 242761 20 20 leaf_count=9283 35 22 20 37 29 22 20 22 22 34 207 49 25 24 21 25 39 21 40 297 30 35 22 22 24 19456 32 51076 17992 21453 242761 20 20 internal_value=0 1.92389 9.69081 -0.325838 0.732347 0.000223182 -1.40248 -1.07639 -0.299568 0.000555537 0.340953 1.76428 4.24623 8.41049 -0.740591 -0.165492 1.96542 -0.0812828 0.133405 -0.408081 0.392123 -0.962142 -0.000240661 1.16483 -0.349116 -0.000446611 -0.0274622 -0.0263685 0.00496249 0.0497385 -0.00177292 -0.0258598 0.426904 internal_weight=0 187 42 145 108 363050 86 79 57 362964 847 214 104 58 110 633 64 46 89 569 237 332 362117 64 66 362053 60391 60359 301662 39445 262217 42 42 internal_count=363237 187 42 145 108 363050 86 79 57 362964 847 214 104 58 110 633 64 46 89 569 237 332 362117 64 66 362053 60391 60359 301662 39445 262217 42 42 cat_boundaries=0 7 8 9 10 16 22 29 cat_threshold=1048576 64 336 4194304 16384 0 132 2469 211 2176 3222306816 32832 67113297 1140867344 545394304 16384 145064448 134283876 67113296 1107361792 12600065 18498 1073741824 17039380 2147487892 105120512 579999760 2156093568 2 is_linear=0 shrinkage=0.01 Tree=807 num_leaves=39 num_cat=3 split_feature=2 4 10 6 1 3 6 13 4 9 1 1 25 24 1 2 12 13 13 1 5 3 0 1 3 25 0 1 10 1 4 2 8 6 3 1 3 3 split_gain=6.77873e+06 3.20251e+07 1.09811e+08 4.64498e+06 9.4335e+06 3.00601e+06 4.11428e+06 4.82815e+06 4.52804e+06 1.21057e+06 2.57838e+06 982197 6.58566e+06 1.47482e+07 1.67217e+07 5.60656e+06 4.93327e+06 4.78714e+06 3.76159e+06 1.82684e+06 2.16562e+06 1.81769e+06 1.40293e+06 1.08579e+06 744506 2.90209e+06 8.19857e+06 1.67219e+06 2.40362e+06 1.30835e+06 961545 1.12209e+06 1.45265e+06 930800 855279 848774 1.33313e+06 878186 threshold=2682.0900000000006 2693.9010000000007 270.74340000000007 1529.30718 1461.4925000000003 2725.8677800000005 249.52500000000001 289.92500000000001 4.5925000000000011 29.866290000000003 168.10617800000003 1098.6214000000002 0 1 1892.2623000000001 189.07500000000002 1132.9885000000002 855.90750000000014 76.239500000000007 2781.5828000000006 1561.8224400000001 608.61636750000014 688.40820000000008 1461.4925000000003 1118.1025000000002 2 992.19979999999998 469.40400000000005 599.29360000000008 354.74564000000004 1522.8167500000002 287.03350000000006 59.63600000000001 420.87650000000008 481.20000000000005 962.58510000000012 216.01200000000003 991.56000000000017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 9 11 8 -8 -7 10 -2 24 13 14 15 -13 19 -18 21 20 -14 -15 -21 -20 30 26 29 28 -27 -26 35 34 -33 -29 -32 37 -37 -1 right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12 12 16 18 -16 -17 17 -19 23 22 -22 -23 -24 -25 25 27 -28 33 -30 -31 31 32 -34 -35 -36 36 -38 -39 leaf_value=0.00047721389663987654 -1.9827885317121232 26.552697288513183 -5.8231807500665846 -3.3804489723411768 5.6029941322063577 -1.9563751220703125 -5.7495636049906409 -0.094360222082871661 3.5527154150962832 -3.0581666989759966 2.3860438364202325 -0.92413411343798912 -0.47937521042528553 -0.43669862336378834 10.708313461542129 4.4310533107881964 6.5141162939071657 0.27749077633023261 -1.4212281484603881 -0.90684474834799778 2.809764158158075 2.5740032459127491 -3.8569868688230162 -4.6406021430275652 -0.20143787327934715 0.018104454063706928 7.1889882440152375 -2.2254924504653268 2.9070307525992396 2.4360176871373103 -0.47418943432824956 0.35210272766294937 -2.8821528532446883 -0.24481847568434112 1.6663365282331193 -1.4599883796750885 0.43639061113198602 -0.79452678574074942 leaf_weight=361031 35 20 22 37 29 37 36 26 25 22 22 34 428 65 32 46 20 32 20 40 21 29 27 22 68 288 23 46 32 26 168 21 41 49 21 97 60 139 leaf_count=361031 35 20 22 37 29 37 36 26 25 22 22 34 428 65 32 46 20 32 20 40 21 29 27 22 68 288 23 46 32 26 168 21 41 49 21 97 60 139 internal_value=0 1.90465 9.5939 -0.32258 0.725023 0.000220957 -1.5565 -3.37803 0.265032 -1.06562 -0.296573 0.000752837 0.347303 1.66983 4.22192 2.1551 -0.255048 2.67619 -0.577104 -0.555388 -0.32554 0.492135 -2.09571 -3.10757 -2.80986e-05 0.373789 1.6928 -0.0379522 0.306997 0.528071 -0.000578106 -0.619302 -1.78668 -1.20388 -0.236353 -0.000148302 -0.735258 0.000171248 internal_weight=0 187 42 145 108 363050 124 62 62 79 57 362926 816 248 112 80 568 52 136 516 449 94 67 42 362110 532 117 415 320 94 361578 251 62 95 189 361327 157 361170 internal_count=363237 187 42 145 108 363050 124 62 62 79 57 362926 816 248 112 80 568 52 136 516 449 94 67 42 362110 532 117 415 320 94 361578 251 62 95 189 361327 157 361170 cat_boundaries=0 7 8 15 cat_threshold=1049088 64 336 4194304 4194304 0 132 2468 0 0 4352 1073741824 0 0 128 is_linear=0 shrinkage=0.01 Tree=808 num_leaves=26 num_cat=0 split_feature=2 4 10 6 11 4 26 8 6 15 13 11 6 7 23 2 8 16 2 17 6 11 15 4 22 split_gain=6.64383e+06 3.13878e+07 1.07626e+08 4.55254e+06 1.95356e+06 2.89238e+06 1.98356e+06 1.64933e+06 3.06337e+06 688719 2.34798e+06 3.42465e+06 738629 680751 576045 792833 640735 1.94849e+06 2.7677e+06 529431 2.52114e+06 1.44211e+06 107617 89048.5 70433.1 threshold=2682.0900000000006 2693.9010000000007 270.74340000000007 1529.30718 12.330000000000002 7.273200000000001 2022.5000000000002 2971.7767500000004 1937.6795000000002 1947.7010000000002 6.454600000000001 1670.1750000000002 381.14500000000004 659.5150000000001 654.55000000000007 1.0920000000000001 1973.6620000000003 596.77240000000018 198.67650000000003 1381.0875000000003 1324.2200000000003 2105.5980000000004 35.643750000000004 32.804000000000009 57.771000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 5 6 -2 9 13 14 -11 12 -12 23 16 22 19 18 -18 21 -21 -1 24 -9 -16 right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 11 -13 -14 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=0.00036575411266724119 3.310554990034837 26.287170474052427 -5.7649489940296519 -3.3466446154826395 2.937582332348001 -2.4780645284345075 -0.76930963516235351 -0.016834710402922198 -4.8130011367201808 2.6664095054353987 -0.62868296715521044 2.8154218548297885 -2.9654099400838216 -1.6890380016962687 0.12169721807752337 -2.528654545545578 -0.34284926075405542 -2.0533359527587889 3.1842821087620474 0.082343599599553272 3.9001113121509552 -1.2067268860174551 -0.96433845663070683 0.90512409305572505 -0.54869835159778602 leaf_weight=362379 26 20 22 37 29 31 22 22 20 42 31 25 24 24 42 20 45 20 44 128 20 99 20 20 25 leaf_count=362379 26 20 22 37 29 31 22 22 20 42 31 25 24 24 42 20 45 20 44 128 20 99 20 20 25 internal_value=0 1.88561 9.49797 -0.319354 0.717773 -0.0970935 1.44062 0.000218747 -1.38447 0.000546834 0.751768 -0.253418 -1.64835 -0.345527 0.000294247 -0.733327 0.000510652 0.767096 1.4009 0.000280228 0.598258 3.60729e-05 -0.320609 0.422193 -0.12845 internal_weight=0 187 42 145 108 79 48 363050 86 362964 122 80 55 66 362842 107 362735 109 89 362626 148 362478 87 42 67 internal_count=363237 187 42 145 108 79 48 363050 86 362964 122 80 55 66 362842 107 362735 109 89 362626 148 362478 87 42 67 is_linear=0 shrinkage=0.01 Tree=809 num_leaves=37 num_cat=5 split_feature=2 4 10 6 3 6 13 4 3 5 3 25 25 4 24 10 7 2 3 3 13 5 10 25 9 25 3 2 10 2 4 7 19 15 4 4 split_gain=6.51162e+06 3.07632e+07 1.05484e+08 4.46195e+06 2.93501e+06 4.018e+06 4.73254e+06 4.4341e+06 2.57996e+06 1.06605e+06 788507 5.17252e+06 2.89467e+06 2.40432e+06 2.19632e+06 3.91883e+06 2.00723e+06 1.9731e+06 1.63129e+06 1.54815e+06 1.33294e+06 832456 451628 8.87265e+06 3.8977e+07 1.69276e+06 1.65345e+06 1.60441e+06 974661 670401 1.22718e+06 570594 567211 2.32251e+06 436372 212386 threshold=2682.0900000000006 2693.9010000000007 270.74340000000007 1529.30718 2725.8677800000005 249.52500000000001 289.92500000000001 4.5925000000000011 373.20250000000004 584.10300000000018 481.20000000000005 0 1 559.40605000000016 2 1935.1350000000002 519.7600000000001 205.93275000000003 1118.1025000000002 815.10500000000013 575.15400000000011 723.78135000000009 246.87250000000003 3 375.64974000000007 4 37.715000000000011 1468.575 1159.6875000000002 1271.7445000000002 537.37500000000011 138.43000000000004 455.19700000000006 270.06600000000009 2693.9010000000007 7.273200000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 9 2 1 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 8 10 7 -7 -6 35 -10 22 16 13 21 20 -16 17 19 -15 -12 -14 -13 29 24 26 28 -24 -27 -25 32 31 -31 34 -34 -1 -2 right_child=1 2 -4 -5 5 6 -8 -9 9 -11 11 12 14 18 15 -17 -18 -19 -20 -21 -22 -23 23 25 -26 27 -28 -29 -30 30 -32 -33 33 -35 -36 -37 leaf_value=-0.0017359386873670663 -0.10479851955837674 26.024298739075661 -5.7072990140047946 -3.3131780892449458 -1.936162567138672 -5.6860381044281851 -0.087105586345379168 3.515483402252197 4.3386922206878662 1.1127506664821081 3.446311852863857 -0.39493478468914128 -0.080888335285692878 -0.85137102804183951 0.42007598513760203 4.0784518774946532 -0.17382451057434081 5.5662500381469728 -3.5423423599615331 -0.04138343620300293 -1.7645308157976936 1.3324951744079589 -0.4712648047359897 -0.21787735126705884 15.655232891559601 0.14261586547572214 2.5648772525787353 2.7986702863029813 -1.1786454692606099 -0.077774307015015906 -2.491992030654635 -1.6048491961615425 0.010201023976008097 1.9110111372380316 0.97230525540268942 -1.3036981339888141 leaf_weight=356559 45 20 22 37 37 36 26 25 20 21 35 398 603 50 1221 30 22 25 41 20 51 30 71 829 20 2033 24 23 121 194 28 28 345 79 46 22 leaf_count=356559 45 20 22 37 37 36 26 25 20 21 35 398 603 50 1221 30 22 25 41 20 51 30 71 829 20 2033 24 23 121 194 28 28 345 79 46 22 internal_value=0 1.86675 9.40299 -0.316161 0.00021656 -1.53801 -3.3381 0.262082 0.710596 2.68638 0.000742121 0.176806 0.0786712 -0.576586 0.259269 0.50378 2.2779 3.23687 -2.06379 2.17806 -0.208986 -0.273853 -0.000491887 0.11928 2.72962 0.0103021 0.295761 0.171494 -0.336705 -0.00153815 -0.519199 -0.270378 -0.00117567 0.364361 -0.00161029 -0.498467 internal_weight=0 187 42 145 363050 124 62 62 108 41 362926 2526 2424 519 1905 1251 102 80 91 55 654 428 360400 3121 115 3006 95 2056 950 357279 250 222 357029 424 356605 67 internal_count=363237 187 42 145 363050 124 62 62 108 41 362926 2526 2424 519 1905 1251 102 80 91 55 654 428 360400 3121 115 3006 95 2056 950 357279 250 222 357029 424 356605 67 cat_boundaries=0 3 10 11 13 20 cat_threshold=16384 134217728 524368 2157182976 8421412 1048576 73728033 7168 0 4 651 10485760 262144 1049728 134218308 168821313 3225419809 8404992 0 4 is_linear=0 shrinkage=0.01 Tree=810 num_leaves=27 num_cat=0 split_feature=5 15 0 0 1 9 1 3 4 11 16 2 2 9 0 2 3 1 1 3 8 5 0 4 26 3 split_gain=3.86696e+06 1.11553e+07 1.52431e+07 4.72857e+06 2.49906e+07 4.39163e+06 1.40156e+07 3.54663e+06 5.9039e+06 2.446e+06 2.25519e+06 4.31567e+06 5.7142e+06 2.08665e+06 1.52482e+06 1.6798e+06 2.86442e+06 1.44123e+06 1.25678e+06 1.22325e+06 872416 864990 842646 758971 191146 103747 threshold=2871.8940000000007 1582.5954300000001 2778.6210000000005 2778.6210000000005 2781.5828000000006 2854.0889000000006 962.58510000000012 2725.8677800000005 1888.1190000000004 94.005500000000026 251.83300000000003 1468.575 26.254000000000001 135.22032050000004 1884.2950000000003 251.15409550000004 103.76700000000001 2781.5828000000006 168.10617800000003 55.432500000000005 1973.6620000000003 384.24423250000001 5.882454000000001 974.87180000000001 2022.5000000000002 17.427500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 9 5 10 7 19 14 13 23 11 12 24 22 17 18 -17 20 -16 -7 -1 -19 -9 25 -5 -2 right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15 15 16 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.00098740219215140488 -0.01918429416158925 5.311476275444031 -9.3880005984836163 -1.2747724914550782 11.366606296041736 0.87963523113366338 9.350199888320196 -0.888974536446964 -6.7130322051048283 -3.0368994968959266 2.7839730751037597 -4.742162509918213 3.3956696265452617 1.2943597574306256 -0.79785510294437412 -4.8845892168127971 -0.85681589741455877 -0.68452044217785202 1.8188715086312131 -2.2545416431427006 0.7513803169804234 -2.9654136599665106 -3.4006624035401778 1.866251341819763 -2.5286995054483414 -0.99134837468465165 leaf_weight=362312 23 20 27 31 23 33 21 34 20 35 25 20 37 33 50 23 76 60 29 20 155 23 22 20 20 21 leaf_count=362312 23 20 27 31 23 33 21 34 20 35 25 20 37 33 50 23 76 60 29 20 155 23 22 20 20 21 internal_value=0 -1.62652 -2.72779 0.00125533 1.7419 0.000507099 2.43637 1.03086e-05 -1.80355 -0.911374 0.077473 -0.549032 0.403953 -0.70029 0.000552278 -0.92477 -1.79256 0.00100658 0.162715 -0.303073 0.00130829 -1.31658 -1.87571 0.251023 -1.76651 -0.483172 internal_weight=0 146 126 363067 156 362911 74 362837 109 99 133 108 88 89 362728 178 99 362550 79 53 362467 83 56 64 51 44 internal_count=363213 146 126 363067 156 362911 74 362837 109 99 133 108 88 89 362728 178 99 362550 79 53 362467 83 56 64 51 44 is_linear=0 shrinkage=0.01 Tree=811 num_leaves=27 num_cat=0 split_feature=5 15 0 0 1 9 1 3 4 13 16 2 2 9 0 2 3 1 2 1 4 3 8 5 0 26 split_gain=3.79e+06 1.09333e+07 1.49398e+07 4.63447e+06 2.44932e+07 4.30424e+06 1.37367e+07 3.47606e+06 5.78641e+06 2.6155e+06 2.21032e+06 4.22978e+06 5.60048e+06 2.04512e+06 1.49448e+06 1.64638e+06 2.80742e+06 1.41255e+06 1.33018e+06 1.23177e+06 1.19992e+06 1.19891e+06 855055 847776 825877 187342 threshold=2871.8940000000007 1582.5954300000001 2778.6210000000005 2778.6210000000005 2781.5828000000006 2854.0889000000006 962.58510000000012 2725.8677800000005 1888.1190000000004 102.70100000000001 251.83300000000003 1468.575 26.254000000000001 135.22032050000004 1884.2950000000003 251.15409550000004 103.76700000000001 2781.5828000000006 1827.1555000000001 168.10617800000003 144.84500000000006 55.432500000000005 1973.6620000000003 384.24423250000001 5.882454000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 9 5 10 7 21 14 13 18 11 12 25 24 17 19 -17 22 20 -16 -2 -7 -1 -19 -9 -5 right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15 15 16 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.00097752815772875787 -0.23336571124883798 5.2583613739013675 -9.2941207278216336 -1.2620250135852444 11.252939728446629 0.87083887042421282 9.2566971697126128 -0.8800846986209645 -6.6459018926620477 -3.200921353426847 2.7561332923889159 -4.6947408409118649 3.3617129207301786 1.2814161039121224 -0.78987653168141847 -4.8357433754464854 -0.8482477516877025 -0.6776752056032419 -1.905946668624878 1.800682761093666 3.024654870986939 -2.2319962854385373 0.74386654967646448 -2.9357595155550089 -3.3666558380560438 -2.5034125230312347 leaf_weight=362312 26 20 27 31 23 33 21 34 20 33 25 20 37 33 50 23 76 60 20 29 20 20 155 23 22 20 leaf_count=362312 26 20 27 31 23 33 21 34 20 33 25 20 37 33 50 23 76 60 20 29 20 20 155 23 22 20 internal_value=0 -1.61026 -2.70052 0.00124277 1.72448 0.000502028 2.41201 1.02055e-05 -1.78551 -0.90226 0.0766983 -0.543541 0.399913 -0.693287 0.000546756 -0.915522 -1.77464 0.000996515 0.247071 0.161088 1.18316 -0.300042 0.00129521 -1.30341 -1.85695 -1.74884 internal_weight=0 146 126 363067 156 362911 74 362837 109 99 133 108 88 89 362728 178 99 362550 66 79 46 53 362467 83 56 51 internal_count=363213 146 126 363067 156 362911 74 362837 109 99 133 108 88 89 362728 178 99 362550 66 79 46 53 362467 83 56 51 is_linear=0 shrinkage=0.01 Tree=812 num_leaves=29 num_cat=1 split_feature=11 4 15 8 1 6 1 0 1 4 20 1 1 25 1 14 9 0 3 15 8 15 4 3 4 7 10 7 split_gain=1.12516e+06 1.11112e+07 1.82245e+07 4.84038e+06 1.61246e+07 2.8837e+06 1.2973e+07 8.02447e+06 5.50074e+07 4.15187e+06 2.70382e+06 2.51268e+06 3.6717e+06 1.52733e+06 2.59633e+06 1.68222e+06 2.14013e+06 1.06001e+06 1.07817e+06 2.25761e+06 1.56718e+06 980958 1.04651e+06 976639 1.23845e+06 741768 329284 309930 threshold=954.88100000000009 2693.9010000000007 489.64450000000005 2971.7767500000004 962.58510000000012 2976.3936000000008 631.04475000000014 2778.6210000000005 2781.5828000000006 209.38800000000003 1925.7125000000003 585.22500000000014 3.3143000000000007 0 962.58510000000012 1929.7000000000003 1329.0550000000001 1884.2950000000003 1282.3492500000004 752.68275000000017 1973.6620000000003 165.82580000000004 785.57750000000021 1493.1141200000004 1292.0010000000002 19.668459000000006 1058.8682400000002 60.171399999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 10 -3 5 25 7 9 17 11 -7 13 12 -9 14 26 23 -17 18 20 -20 -1 22 -19 24 -15 -5 27 -2 right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12 -13 -14 15 -16 16 -18 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.0010785090594433362 -0.32709721326828006 -12.335883857727051 -0.16730692852288484 0.94843781280517581 10.209346551895141 -1.1084878873115493 -7.738226027121911 -0.49941129824944902 17.744599693298341 4.4272845764160156 3.3245184769837755 -2.3352161517896151 4.4920939865112306 -0.13888466780891223 -4.5473330988883971 -0.12503273611068727 4.1514615925875571 -1.4799106781361469 -0.29813656917540898 -3.1356715717315673 1.4765672805574206 1.2547846641540528 0.94294586726597374 -1.6671011166959195 1.7750389392955885 -1.5924541231437965 0.53236279760088234 -1.6848714022800841 leaf_weight=361536 40 20 32 20 20 42 26 56 20 20 23 38 20 392 20 25 22 118 429 30 72 20 21 37 37 27 21 29 leaf_count=361536 40 20 32 20 20 42 26 56 20 20 23 38 20 392 20 25 22 118 429 30 72 20 21 37 37 27 21 29 internal_value=0 -0.400519 -4.84753 0.00136136 2.68895 0.000864549 -1.80914 0.00130411 2.44797 0.677245 -0.0425558 -0.235644 0.814143 -0.166862 -1.18094 0.0721936 1.87673 0.000399005 0.00075749 -0.483596 0.00137229 -0.815924 -1.11387 -0.10826 0.0261857 -0.511224 -0.564062 -0.897756 internal_weight=0 698 52 362515 67 362448 88 362360 134 62 646 114 76 623 110 513 47 362226 362067 459 361608 159 139 466 429 47 90 69 internal_count=363213 698 52 362515 67 362448 88 362360 134 62 646 114 76 623 110 513 47 362226 362067 459 361608 159 139 466 429 47 90 69 cat_boundaries=0 7 cat_threshold=512 0 4096 0 0 0 132 is_linear=0 shrinkage=0.01 Tree=813 num_leaves=27 num_cat=1 split_feature=5 15 6 13 2 3 4 3 26 13 7 6 5 6 5 17 8 6 8 15 19 2 25 3 3 4 split_gain=3.69576e+06 1.06623e+07 1.45844e+07 3.07381e+06 2.83088e+06 3.09886e+07 4.25501e+06 1.81748e+06 1.40354e+06 1.37819e+06 2.05328e+06 927572 876814 637103 6.94237e+06 1.46969e+06 1.46933e+06 764762 1.338e+06 591402 1.04836e+06 589640 583387 380857 193420 117213 threshold=2871.8940000000007 1582.5954300000001 2976.3936000000008 102.70100000000001 2682.0900000000006 2725.8677800000005 1292.0010000000002 2725.8677800000005 2022.5000000000002 379.24000000000007 214.04124800000002 698.40204000000006 6.7519999999999998 1937.6795000000002 1561.8224400000001 233.46114000000003 522.29990000000009 1529.30718 912.87025000000017 1947.7010000000002 634.84518450000007 141.77045000000001 0 373.20250000000004 31.156500000000005 140.94445500000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=4 2 3 11 7 6 8 13 24 10 21 25 -10 17 15 16 -15 19 23 22 -21 -9 -1 -19 -6 -2 right_child=1 -3 -4 -5 5 -7 -8 9 12 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=0.031261802526111014 -0.9120869576931 5.1928328857421882 -9.181474502572307 -3.3263811111450194 1.0843400464739117 12.323175263838335 -4.3534143177668261 -1.765058857713427 -2.1790832038547685 0.75914308689258725 -3.8107973965731534 2.1135094797043572 0.38065927386283877 -0.38851814820034669 5.3826166006234972 -2.2616357898712161 1.8967194865300103 0.17736802981959451 -2.6175078188578289 1.5771096467971801 -0.80189987818400077 0.22202018082141878 -0.0044429055609381506 -1.1799335058804217 2.4584371337890625 0.12447267055511475 leaf_weight=53717 24 20 27 34 21 22 24 28 23 27 33 21 32 101 26 28 39 72 30 59 27 32 308677 29 20 20 leaf_count=53717 24 20 27 34 21 22 24 28 23 27 33 21 32 101 26 28 39 72 30 59 27 32 308677 29 20 20 internal_value=0 -1.59012 -2.66678 -0.890039 0.00122283 1.41289 -0.587332 0.000670493 0.354188 -1.2298 -1.80724 0.384355 -0.689778 0.00107748 0.573989 -0.170203 0.248084 0.000770967 -0.763151 0.00104705 0.830211 -0.705283 0.000850278 -0.212352 1.75463 -0.440923 internal_weight=0 146 126 99 363067 142 120 362925 96 120 93 65 55 362805 194 168 140 362611 131 362480 86 60 362394 101 41 44 internal_count=363213 146 126 99 363067 142 120 362925 96 120 93 65 55 362805 194 168 140 362611 131 362480 86 60 362394 101 41 44 cat_boundaries=0 7 cat_threshold=9453696 1074824196 65604 100925441 9476225 2214651910 128 is_linear=0 shrinkage=0.01 Tree=814 num_leaves=26 num_cat=0 split_feature=5 15 0 0 1 9 1 3 4 13 16 2 2 9 0 2 3 1 2 1 4 3 5 8 0 split_gain=3.62222e+06 1.04501e+07 1.44742e+07 4.41732e+06 2.32404e+07 4.20509e+06 1.34386e+07 3.37898e+06 5.68485e+06 2.50451e+06 2.14781e+06 4.13429e+06 5.50663e+06 2.00614e+06 1.44306e+06 1.62801e+06 2.73947e+06 1.38139e+06 1.29971e+06 1.20165e+06 1.18099e+06 1.17929e+06 827463 822314 821694 threshold=2871.8940000000007 1582.5954300000001 2778.6210000000005 2778.6210000000005 2781.5828000000006 2854.0889000000006 962.58510000000012 2725.8677800000005 1888.1190000000004 102.70100000000001 251.83300000000003 1468.575 26.254000000000001 135.22032050000004 1884.2950000000003 251.15409550000004 103.76700000000001 2781.5828000000006 1827.1555000000001 168.10617800000003 144.84500000000006 55.432500000000005 384.24423250000001 1973.6620000000003 5.882454000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 9 5 10 7 21 14 13 18 11 12 -5 24 17 19 -17 23 20 -16 -2 -7 -19 -1 -9 right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15 15 16 -18 22 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.00095609927164123779 -0.2254198740078853 5.1409046211242675 -9.1301420353077081 -1.7308297907137404 10.965151785145636 0.86286045305656678 9.1540740394592284 -0.85594555237713976 -6.5779594488143927 -3.1194562565196646 2.7197837127685545 -4.6369707012176518 3.3367221878992548 1.2779781962886001 -0.76832014400959014 -4.77778986837553 -0.83883933104966812 -0.67077311765154213 -1.8736303875446318 1.7903756779637832 3.0067927875518796 -2.2144908714294433 -2.9016405101444414 0.72948351182476179 -3.3362113730101424 leaf_weight=362312 26 20 27 51 23 33 21 34 20 33 25 20 37 33 50 23 76 60 20 29 20 20 23 155 22 leaf_count=362312 26 20 27 51 23 33 21 34 20 33 25 20 37 33 50 23 76 60 20 29 20 20 23 155 22 internal_value=0 -1.57422 -2.64011 0.00121061 1.68359 0.000487424 2.38406 1.2989e-06 -1.76041 -0.870098 0.0785081 -0.532898 0.399845 -0.677815 0.000530304 -0.899641 -1.75395 0.000972258 0.254581 0.170948 1.17989 -0.298404 -1.28897 0.00126764 -1.83034 internal_weight=0 146 126 363067 156 362911 74 362837 109 99 133 108 88 89 362728 178 99 362550 66 79 46 53 83 362467 56 internal_count=363213 146 126 363067 156 362911 74 362837 109 99 133 108 88 89 362728 178 99 362550 66 79 46 53 83 362467 56 is_linear=0 shrinkage=0.01 Tree=815 num_leaves=29 num_cat=0 split_feature=7 6 15 0 0 13 1 2 1 26 2 1 3 6 8 5 3 5 10 5 26 10 6 7 3 0 1 6 split_gain=4.78973e+06 2.38824e+07 1.547e+07 5.47994e+06 3.58835e+06 2.10434e+07 1.04943e+07 5.80698e+06 6.24526e+06 2.34372e+06 2.17965e+06 1.82026e+06 1.68184e+06 1.46704e+06 586673 1.99319e+06 3.23032e+06 5.72869e+06 1.51632e+06 1.50478e+06 3.95493e+06 1.46344e+06 1.3105e+06 1.22845e+06 1.21543e+06 1.14532e+06 405413 299748 threshold=2822.9627650000007 2976.3936000000008 85.527017500000014 1275.1415000000002 2778.6210000000005 262.20660000000004 2781.5828000000006 26.254000000000001 860.12500000000011 2022.5000000000002 2682.0900000000006 1892.2623000000001 571.90530000000001 1000.0509250000001 1017.6571000000002 923.46450000000016 991.56000000000017 268.69000000000005 724.82817100000011 2871.8940000000007 2022.5000000000002 3056.7500000000005 1324.2200000000003 1306.1250000000002 179.11500000000004 887.79240000000016 53.904000000000003 141.02500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 13 10 6 7 9 -9 -6 14 12 26 27 19 16 18 -18 -16 21 -21 25 24 -24 -17 -1 -12 -2 right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 11 -13 -14 -15 15 22 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.00019102793355806337 0.41408127741380168 14.606036120176316 2.1682074661254882 -4.4924667862483432 -5.9640470937093095 6.3556946958814358 -9.0243667602539066 4.4656840683584633 -2.5669419234139577 -1.771448944012324 -0.85099328011274344 -3.5588932228088379 1.0548948113123577 2.934648237682524 0.59648761172884524 -1.8381081819534302 -0.54134460615075153 6.3740074653625491 -0.90777442249250995 4.7351659059524538 -0.45006230291567351 1.9614219566081701 -3.2652029745040405 -0.25168607076009114 0.70920794202320614 -0.34234220456882597 -2.4427942121028901 -1.114218975248791 leaf_weight=361159 33 20 20 28 30 28 25 23 28 24 32 28 36 21 388 26 23 25 81 24 38 38 31 24 67 981 32 21 leaf_count=361159 33 20 20 28 30 28 25 23 28 24 32 28 36 21 388 26 23 25 81 24 38 38 31 24 67 981 32 21 internal_value=0 1.8293 8.38712 -0.717431 -0.00121646 -1.50791 -3.20161 -1.81524 0.604635 -4.10067 -0.000560711 -1.30527 -0.67425 0.691916 -0.000100529 0.296648 0.589568 3.0604 0.33669 -0.0006453 1.55712 -0.000911969 -0.726592 -1.95021 -0.00294495 -0.00111788 -1.64689 -0.180258 internal_weight=0 143 40 103 363191 158 130 105 51 54 363033 128 100 75 362905 665 517 48 469 362240 62 362178 148 55 93 362140 64 54 internal_count=363334 143 40 103 363191 158 130 105 51 54 363033 128 100 75 362905 665 517 48 469 362240 62 362178 148 55 93 362140 64 54 is_linear=0 shrinkage=0.01 Tree=816 num_leaves=29 num_cat=0 split_feature=7 6 15 0 0 13 3 2 26 2 2 4 4 0 6 9 17 12 5 19 3 7 5 26 8 17 6 26 split_gain=4.69441e+06 2.34072e+07 1.51621e+07 5.37089e+06 3.51694e+06 2.06246e+07 8.49282e+06 9.41634e+06 5.07878e+06 4.36975e+06 2.13628e+06 1.56806e+06 2.56956e+06 1.50611e+06 1.43784e+06 619035 1.36492e+06 1.4976e+06 784491 708234 1.69545e+06 1.07712e+06 825762 3.39428e+06 774239 335693 293783 13848.8 threshold=2822.9627650000007 2976.3936000000008 85.527017500000014 1275.1415000000002 2778.6210000000005 262.20660000000004 2725.8677800000005 26.254000000000001 2022.5000000000002 873.09500000000014 2682.0900000000006 1292.0010000000002 508.93250000000006 227.70275000000004 1000.0509250000001 1972.2770000000003 18.716991000000004 911.29109000000005 622.44110000000012 430.74300000000011 1493.1141200000004 1131.6606400000003 2871.8940000000007 2022.5000000000002 1017.6571000000002 722.46086000000014 141.02500000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 14 10 6 7 8 -6 -9 15 12 13 27 26 19 17 18 -17 22 21 -21 24 -24 -1 -18 -2 -12 right_child=1 2 -4 -5 5 -7 -8 9 -10 -11 11 -13 -14 -15 -16 16 25 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.0012058000118763759 0.40994045618808628 14.459975882530212 2.1465256052017212 -4.447542157854353 -7.3794253308845299 6.2921377195630761 -8.9927422805059525 4.44742596691305 -1.4040317340850832 -1.4627889330633754 -0.53202436901274186 -3.3372192409120762 2.0786040237426757 -3.8960007127126057 2.905301759810675 -0.014530492401312267 -2.9695310363769534 2.0595386526319714 -2.0518685429184527 0.31969483372048579 2.8215142924969014 -1.3517098251057835 3.719096002249882 -0.68756811727177014 0.38605420355178865 -1.3180153995752335 -1.1030767640613375 -0.86251472771167759 leaf_weight=361432 33 20 20 28 33 28 21 22 25 29 21 29 25 21 21 63 20 27 27 647 26 41 29 44 517 32 21 32 leaf_count=361432 33 20 20 28 33 28 21 22 25 29 21 29 25 21 21 63 20 27 27 647 26 41 29 44 517 32 21 32 internal_value=0 1.811 8.30325 -0.710257 -0.00120429 -1.49283 -3.16959 -2.0477 -4.80382 1.08672 -0.000555103 -1.29221 -0.693171 -1.62958 0.684997 -9.95233e-05 -0.60518 -0.00605409 -0.625732 0.000182386 0.31482 0.220091 -0.000438161 1.06302 -0.000652646 -1.95321 -0.178455 -0.731566 internal_weight=0 143 40 103 363191 158 130 109 58 51 363033 128 99 74 75 362905 169 117 90 362736 714 688 362022 73 361949 52 54 53 internal_count=363334 143 40 103 363191 158 130 109 58 51 363033 128 99 74 75 362905 169 117 90 362736 714 688 362022 73 361949 52 54 53 is_linear=0 shrinkage=0.01 Tree=817 num_leaves=29 num_cat=0 split_feature=7 8 16 12 5 0 13 3 2 26 2 2 4 4 0 3 9 16 0 16 22 5 3 5 4 11 9 26 split_gain=4.601e+06 2.22267e+07 1.09483e+07 4.43545e+06 8.44608e+06 3.44696e+06 2.02142e+07 8.32382e+06 9.22895e+06 4.97771e+06 4.2828e+06 2.09377e+06 1.53685e+06 2.51843e+06 1.47614e+06 950390 606717 1.12967e+06 1.19491e+06 867224 1.96473e+06 1.00512e+06 2.6419e+06 983232 917606 643647 390419 13573.2 threshold=2822.9627650000007 2971.7767500000004 177.89482000000001 45.392750000000007 1016.9325000000002 2778.6210000000005 262.20660000000004 2725.8677800000005 26.254000000000001 2022.5000000000002 873.09500000000014 2682.0900000000006 1292.0010000000002 508.93250000000006 227.70275000000004 0.74700000000000011 1972.2770000000003 319.80750000000006 1117.6621800000003 889.3329500000001 928.97500000000002 2871.8940000000007 453.37980000000005 1908.1960000000001 727.60250000000008 44.858000000000004 2854.0889000000006 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 15 11 7 8 9 -7 -10 16 13 14 27 -2 19 18 25 21 24 23 -23 -1 -21 -18 -19 -13 right_child=1 -3 -4 -5 -6 6 -8 -9 10 -11 -12 12 -14 -15 -16 -17 17 26 -20 20 -22 22 -24 -25 -26 -27 -28 -29 leaf_value=-0.0003089800703536992 1.4105565006082708 8.465903118752145 -6.4768480666478476 -2.8925802030563355 7.8718636169433589 -7.3056307937159684 6.2292168453761505 -8.9028148451305569 4.4029517397013578 -1.3899914119720458 -1.4481608818317282 -0.52670409429640996 -3.3038470695758693 2.0578179374694825 -3.8570406732105074 -1.601404167175293 0.084852973905702442 -2.9086904924566097 1.9504834150231403 0.49581180658615021 3.2918131459277613 -0.13131929738180978 3.9769831317404045 -0.97277339884868042 -0.79175826383359504 -1.5407596078733119 -1.0453327601888907 -0.85388962671160695 leaf_weight=362128 22 37 24 20 20 33 28 21 22 25 29 21 29 25 21 20 60 22 23 343 23 49 23 104 66 41 23 32 leaf_count=362128 22 37 24 20 20 33 28 21 22 25 29 21 29 25 21 20 60 22 23 343 23 49 23 104 66 41 23 32 internal_value=0 1.79289 -0.536363 1.20231 2.52325 -0.00119225 -1.4779 -3.1379 -2.02722 -4.75579 1.07585 -0.000549552 -1.27929 -0.686239 -1.61329 -0.0237105 -9.85282e-05 -0.599128 -0.106604 0.000180562 0.447961 -0.000353357 1.18106 -0.000588183 0.288038 -0.575049 -1.95631 -0.72425 internal_weight=0 143 106 82 62 363191 158 130 109 58 51 363033 128 99 74 42 362905 169 124 362736 432 362304 72 362232 409 101 45 53 internal_count=363334 143 106 82 62 363191 158 130 109 58 51 363033 128 99 74 42 362905 169 124 362736 432 362304 72 362232 409 101 45 53 is_linear=0 shrinkage=0.01 Tree=818 num_leaves=28 num_cat=1 split_feature=7 6 15 0 0 13 1 2 1 26 2 1 3 5 3 9 17 0 16 3 25 5 3 5 5 1 17 split_gain=4.50944e+06 2.27097e+07 1.47257e+07 5.26421e+06 3.37836e+06 1.98119e+07 1.01551e+07 5.49074e+06 5.98978e+06 2.1662e+06 2.0521e+06 1.77359e+06 1.63614e+06 1.38335e+06 697925 594643 1.31695e+06 1.22638e+06 849966 1.90142e+06 1.40584e+06 985120 2.58933e+06 963666 415433 394759 328780 threshold=2822.9627650000007 2976.3936000000008 85.527017500000014 1275.1415000000002 2778.6210000000005 262.20660000000004 2781.5828000000006 26.254000000000001 860.12500000000011 2022.5000000000002 2682.0900000000006 1892.2623000000001 571.90530000000001 622.44110000000012 0.74700000000000011 1972.2770000000003 18.716991000000004 428.67780000000005 889.3329500000001 1118.1025000000002 0 2871.8940000000007 453.37980000000005 1908.1960000000001 9.6660000000000021 53.904000000000003 722.46086000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=4 3 -3 13 10 6 7 9 -9 -6 15 12 25 14 -2 18 17 24 21 20 -20 23 -23 -1 -17 -12 -18 right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 11 -13 -14 -15 -16 16 26 -19 19 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=-0.00030589044262822781 0.8821984498841422 14.237236045837404 2.1022675006389617 -4.4084288896833144 -5.7564859059651692 6.1669241482870918 -8.834403051757814 4.3915760712001637 -2.4957037871224541 -1.7257942148049674 -0.81758777484297751 -3.4910497529166089 1.0618663679228888 2.7808366480740636 -1.4165593109130858 0.03909874087376964 -2.9230697288513183 1.594998047772576 1.1782851530376233 2.611157222116316 -0.1307422157676513 -0.13000610336965443 3.9372132342794668 -0.96304567492925208 -1.3759554807151235 -2.3883349481225014 -1.2886459973454476 leaf_weight=362128 28 20 20 28 30 28 25 23 28 24 32 28 36 22 25 42 20 34 104 37 291 49 23 104 41 32 32 leaf_count=362128 28 20 20 28 30 28 25 23 28 24 32 28 36 22 25 42 20 34 104 37 291 49 23 104 41 32 32 internal_value=0 1.77497 8.16975 -0.708447 -0.00118033 -1.46312 -3.10652 -1.74273 0.610324 -3.96507 -0.000544057 -1.2665 -0.643623 0.67288 -0.202121 -9.75431e-05 -0.593137 -0.00463328 0.000178756 0.443481 0.240433 -0.000349824 1.16924 -0.000582302 -0.659904 -1.60296 -1.91727 internal_weight=0 143 40 103 363191 158 130 105 51 54 363033 128 100 75 53 362905 169 117 362736 432 395 362304 72 362232 83 64 52 internal_count=363334 143 40 103 363191 158 130 105 51 54 363033 128 100 75 53 362905 169 117 362736 432 395 362304 72 362232 83 64 52 cat_boundaries=0 7 cat_threshold=32768 0 0 2097152 0 0 4 is_linear=0 shrinkage=0.01 Tree=819 num_leaves=29 num_cat=2 split_feature=8 24 9 9 1 1 12 2 3 8 10 0 24 3 1 15 3 14 3 3 10 9 6 18 2 3 3 9 split_gain=3.062e+06 1.47965e+07 8.6808e+07 2.30031e+07 7.82255e+06 5.438e+06 4.36226e+06 7.78468e+06 2.24528e+06 1.6749e+06 2.23307e+06 1.61855e+06 8.2314e+06 3.9233e+07 3.51124e+07 6.28748e+06 3.23666e+06 2.74368e+06 3.8401e+06 1.68038e+06 1.45957e+06 5.35345e+06 1.21071e+06 815720 677977 837537 529210 470550 threshold=1973.6620000000003 0 2854.0889000000006 2854.0889000000006 1256.4300000000001 962.58510000000012 3113.0710000000004 184.07250000000002 648.27500000000009 2971.7767500000004 160.67825000000002 1275.1415000000002 1 2725.8677800000005 2781.5828000000006 207.96600000000004 991.56000000000017 5.7767500000000007 1282.3492500000004 991.56000000000017 3056.7500000000005 213.86000000000004 316.16370000000001 3273.8635600000002 2682.0900000000006 991.56000000000017 7.7315000000000014 1972.2770000000003 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 5 4 8 9 11 -8 26 10 -3 20 13 17 15 22 -17 18 -13 -19 23 -22 -14 24 27 -26 -2 -1 right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12 12 14 -15 -16 16 -18 19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 leaf_value=0.00015390515842460855 -0.74130917456842238 0.57700080284705535 20.251935934638979 -10.903450929468329 6.0046760888099673 -3.2909096299684966 0.026623210566384451 -7.7942064254134893 -3.7219904483448376 -0.37043665462070041 5.0215610713958743 -0.16396483133579121 -0.85446517687537071 13.598050868294456 -12.719640796367941 0.49426558358328687 5.7614086475372313 -0.99200917062759408 3.9895964431762696 -4.4216817665100097 -1.2107633669330524 5.670910364151001 -2.350650436240183 1.6769483941176841 -0.30536509745261248 -2.5128834757597551 1.3147014325005668 -0.63685176894582551 leaf_weight=362043 31 26 25 22 20 39 35 20 22 36 20 203 227 22 26 28 20 50 25 20 26 20 71 29 68 23 21 116 leaf_count=362043 31 26 25 22 20 39 35 20 22 36 20 203 227 22 26 28 20 50 25 20 26 20 71 29 68 23 21 116 internal_value=0 1.0802 3.07725 -1.56379 0.455722 -0.216925 -0.00125601 -2.81731 -1.044 1.24509 2.50942 -0.000829357 -0.483995 0.689631 -1.47252 -0.66992 2.68891 -0.240198 0.29147 -1.97192 9.3436e-05 1.78127 -1.21094 -0.000132727 -0.000266986 -0.863309 0.0890028 -5.01286e-05 internal_weight=0 262 146 116 94 121 363072 55 74 82 46 363017 692 320 372 346 48 298 228 70 362325 46 298 362279 362250 91 52 362159 internal_count=363334 262 146 116 94 121 363072 55 74 82 46 363017 692 320 372 346 48 298 228 70 362325 46 298 362279 362250 91 52 362159 cat_boundaries=0 1 2 cat_threshold=717 1369 is_linear=0 shrinkage=0.01 Tree=820 num_leaves=26 num_cat=0 split_feature=9 0 1 19 4 1 2 26 6 7 10 9 15 0 15 1 17 10 4 1 10 8 2 15 2 split_gain=4.73186e+06 7.86652e+06 2.24471e+07 6.45893e+06 1.20817e+07 4.86706e+06 4.61865e+06 3.78429e+06 3.71324e+06 1.06017e+07 2.81295e+06 986686 880800 5.74116e+06 807524 1.29612e+06 1.53875e+06 949352 4.19297e+06 744682 667374 383140 270831 68955.2 143.987 threshold=2854.0889000000006 2778.6210000000005 2781.5828000000006 117.02600000000001 2693.9010000000007 555.56875000000014 27.046500000000005 2022.5000000000002 2976.3936000000008 762.97500000000002 312.03250000000008 22.503900000000005 1947.7010000000002 70.708500000000001 933.03750000000002 1892.2623000000001 1381.0875000000003 3056.7500000000005 216.01200000000003 1256.4300000000001 1935.1350000000002 337.60650000000004 11.26135 2869.3449000000005 0.76250000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 5 4 19 6 7 -3 12 11 -7 24 14 22 17 16 -16 20 -19 21 -1 -2 23 -14 -10 right_child=3 2 -4 -5 -6 10 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.001095576728058845 -0.85337367324829105 6.0668677020895077 9.2858449510846821 2.986606181008475 -9.1035592864990242 -3.9154949247837068 -1.1641788476705552 0.63523054143656854 -0.65608123516043027 -7.2744310626277215 0.72956385525790124 2.0392189335823061 -0.79440697079613098 3.9666760674501074 -0.093800472465033327 -2.9486007483005525 -2.2817717586623298 -1.4250678294637928 4.8355391254425051 0.52885342858054418 -0.89035094017074212 -2.6628227736733177 -1.7007121340433755 -0.0018391335528829824 -0.61975111246109005 leaf_weight=362298 25 29 35 21 25 32 32 23 24 27 22 20 21 39 300 20 36 23 20 22 84 22 24 23 20 leaf_count=362298 25 29 35 21 25 32 32 23 24 27 22 20 21 39 300 20 36 23 20 22 84 22 24 23 20 internal_value=0 0.0013748 2.13327 -2.02741 -3.14756 0.319205 1.82495 3.66441 0.000358716 -2.01941 -2.02306 0.197553 0.000865205 0.908023 0.000597644 -0.475438 -0.328226 0.00106524 1.48684 -0.989589 0.00088894 -1.70035 -0.846205 -0.38011 -0.639568 internal_weight=0 363152 173 115 94 138 84 52 362979 91 54 64 362888 107 362781 356 336 362425 43 69 362382 47 68 44 44 internal_count=363267 363152 173 115 94 138 84 52 362979 91 54 64 362888 107 362781 356 336 362425 43 69 362382 47 68 44 44 is_linear=0 shrinkage=0.01 Tree=821 num_leaves=26 num_cat=0 split_feature=9 0 1 19 3 1 2 3 4 5 10 11 16 1 16 19 2 1 3 3 12 4 0 1 1 split_gain=4.63769e+06 7.70998e+06 2.20004e+07 6.33039e+06 1.2273e+07 4.77021e+06 4.52674e+06 2.89978e+06 1.02887e+07 3.53774e+06 2.75697e+06 903503 829052 9.86287e+06 1.55449e+06 2.024e+06 1.34958e+06 1.12813e+06 3.98843e+06 4.97692e+06 902308 796440 762154 645068 569966 threshold=2854.0889000000006 2778.6210000000005 2781.5828000000006 117.02600000000001 2725.8677800000005 555.56875000000014 27.046500000000005 2725.8677800000005 1522.8167500000002 923.46450000000016 312.03250000000008 1085.4300000000001 1188.6000000000001 1461.4925000000003 1356.4225000000004 336.99850000000004 873.09500000000014 2781.5828000000006 815.10500000000013 149.268 2107.0655000000002 1116.5450000000003 1275.1415000000002 168.10617800000003 56.702905000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 5 4 11 6 -3 12 9 24 -7 23 17 14 15 -14 -16 20 19 -19 22 -22 -1 -2 -9 right_child=3 2 -4 -5 -6 10 -8 8 -10 -11 -12 -13 13 -15 16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 leaf_value=0.0004592495490070229 -1.0762694989717922 3.6277688329036422 9.1929861036028182 2.9567401595342728 -8.8081223749231423 -3.8763398861885072 -1.1525369793176652 -1.8794000220894813 -6.9883942427458594 3.4213992894214136 0.72226815657182175 -2.5409640221368699 -0.13414841805734942 6.6748719628651942 -0.072439297783440645 3.8318318076567217 -2.3305625460224766 -1.4543229161826048 -4.3474261859611225 4.268311427888416 -0.48032499199404433 -2.7082854679652621 0.39632586826457505 1.3125314884185793 -0.088853214681148526 leaf_weight=361889 26 52 35 21 27 32 32 40 27 23 22 21 31 24 181 22 31 55 27 21 68 21 487 20 32 leaf_count=361889 26 52 35 21 27 32 32 40 27 23 22 21 31 24 181 22 31 55 27 21 68 21 487 20 32 internal_value=0 0.00136105 2.11193 -2.00713 -3.11608 0.316013 1.8067 0.000355128 -1.5411 0.00708295 -2.00283 -0.822278 0.000873396 0.536262 -0.0196877 1.51211 -0.402637 0.000446642 -1.04596 0.126931 0.000743994 -1.00602 0.000991258 -0.0376604 -1.0836 internal_weight=0 363152 173 115 94 138 84 362979 122 95 54 67 362857 289 265 53 212 362568 103 76 362465 89 362376 46 72 internal_count=363267 363152 173 115 94 138 84 362979 122 95 54 67 362857 289 265 53 212 362568 103 76 362465 89 362376 46 72 is_linear=0 shrinkage=0.01 Tree=822 num_leaves=26 num_cat=0 split_feature=9 19 3 1 10 3 3 3 3 4 10 6 26 2 26 11 14 4 12 11 2 1 14 3 6 split_gain=4.5454e+06 6.20442e+06 1.20288e+07 2.48069e+06 1.71468e+07 5.00765e+07 5.29965e+06 4.36905e+06 2.05381e+06 5.18338e+06 2.63849e+06 1.68101e+06 1.65793e+06 1.02965e+06 2.68913e+06 885523 825678 1.79538e+06 831883 907760 1.32868e+06 632231 625940 1.05147e+06 657278 threshold=2854.0889000000006 117.02600000000001 2725.8677800000005 2781.5828000000006 148.74825000000001 2725.8677800000005 991.56000000000017 888.08100000000013 2725.8677800000005 1522.8167500000002 137.52250000000001 1.6852500000000001 2022.5000000000002 4.7879500000000013 2022.5000000000002 1085.4300000000001 3182.0603000000006 52.727500000000006 2107.0655000000002 1230.4050000000002 184.07250000000002 168.10617800000003 1619.4627500000004 23.336000000000002 1937.6795000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 15 8 5 7 -6 13 16 10 11 12 -10 14 -5 21 18 -18 22 20 -20 -2 24 -24 -1 right_child=1 -3 -4 4 6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 leaf_value=0.0012945215556642022 -1.0655068096747764 2.9271726962498259 -8.7200413993552885 4.4777763641357424 0.16670937919616699 17.302881462460473 -6.5731385051352644 -3.8181572714306062 1.6270508406712458 -4.987068073667329 2.7926449446056201 -3.5616373770236969 -1.9796570755004883 -0.2595083694458008 -0.37628700699125023 -2.5155544017610096 -0.62191409309705104 3.5645344676971433 -0.45901497180815098 0.54019768378313848 -3.0837946227391564 1.2994061050415038 0.32219224735841911 -1.4570426536233803 0.59273112622307655 leaf_weight=362386 26 21 27 25 20 21 28 21 26 29 23 20 25 25 21 21 21 20 54 34 30 20 59 76 188 leaf_count=362386 26 21 27 25 20 21 28 21 26 29 23 20 25 25 21 21 21 20 54 34 30 20 59 76 188 internal_value=0 -1.98706 -3.08492 0.00134744 1.24236 3.36933 -3.76487 0.188841 0.000797005 -1.29118 -0.150958 -1.10452 -0.140943 1.37401 2.26179 -0.814055 0.00123494 1.42026 0.00107459 -0.838423 -1.39644 -0.0372838 0.0013477 -0.679451 0.00160119 internal_weight=0 115 94 363152 161 113 48 92 362991 123 94 71 51 71 46 67 362868 41 362827 118 84 46 362709 135 362574 internal_count=363267 115 94 363152 161 113 48 92 362991 123 94 71 51 71 46 67 362868 41 362827 118 84 46 362709 135 362574 is_linear=0 shrinkage=0.01 Tree=823 num_leaves=27 num_cat=0 split_feature=9 0 1 19 3 1 2 26 3 7 7 10 15 3 19 1 3 3 11 12 7 1 10 1 2 2 split_gain=4.45495e+06 7.50216e+06 2.1319e+07 6.08095e+06 1.17894e+07 4.66145e+06 4.43227e+06 3.70828e+06 2.8421e+06 1.00293e+07 3.28539e+06 2.69119e+06 923156 5.92747e+06 1.3956e+06 1.09137e+06 3.5093e+06 4.81139e+06 867901 786583 937303 747734 701937 619650 394892 156002 threshold=2854.0889000000006 2778.6210000000005 2781.5828000000006 117.02600000000001 2725.8677800000005 555.56875000000014 27.046500000000005 2022.5000000000002 2725.8677800000005 1131.6606400000003 112.55400000000002 312.03250000000008 1947.7010000000002 1118.1025000000002 26.146102500000008 2781.5828000000006 815.10500000000013 149.268 1085.4300000000001 2107.0655000000002 365.31653000000006 631.04475000000014 3056.7500000000005 168.10617800000003 34.295500000000011 54.783000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 5 4 18 6 7 -3 12 10 21 -7 15 14 24 19 17 -17 23 22 -21 25 -1 -2 -14 -10 right_child=3 2 -4 -5 -6 11 -8 -9 9 -11 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=0.00095603584502715409 -1.0548517300532414 5.9691444765288262 9.0538003213065004 2.8979009219578336 -8.6328410311098462 -3.8279033279418946 -1.1392245224118234 0.59233033097308618 -1.0118261157989503 -6.3341078573465346 3.6472327259608677 0.71551263809204102 -0.2134418398141861 5.8411144695281987 1.724683120868824 -1.4236686835907124 -3.8440979747618402 4.217373315720331 -2.4903988365899949 -0.14434900795827146 -2.1790924172931248 0.70375299362909238 1.2231162639374429 1.2864121189117432 -1.7970720771051223 -2.1529998994910198 leaf_weight=362497 26 29 35 21 27 32 32 23 25 32 21 22 32 20 27 54 31 21 21 61 36 21 47 20 31 23 leaf_count=362497 26 29 35 21 27 32 32 23 25 32 21 22 32 20 27 54 31 21 21 61 36 21 47 20 31 23 internal_value=0 0.00133397 2.08327 -1.96719 -3.05407 0.315377 1.78897 3.59094 0.000341694 -1.5257 0.183956 -1.97688 0.00085478 0.916812 -0.177477 0.000577024 -1.01397 0.155823 -0.805915 0.000873575 -0.899512 -0.870085 0.00111448 -0.0369109 -0.992688 -1.55864 internal_weight=0 363152 173 115 94 138 84 52 362979 122 90 54 362857 110 90 362747 106 75 67 362641 97 69 362544 46 63 48 internal_count=363267 363152 173 115 94 138 84 52 362979 122 90 54 362857 110 90 362747 106 75 67 362641 97 69 362544 46 63 48 is_linear=0 shrinkage=0.01 Tree=824 num_leaves=24 num_cat=0 split_feature=9 0 1 1 2 12 3 5 26 6 1 11 5 3 3 4 8 2 2 6 5 11 0 split_gain=4.36629e+06 7.35286e+06 2.08948e+07 4.56868e+06 4.34407e+06 4.15909e+06 7.7211e+06 6.39303e+06 3.63448e+06 3.60284e+06 8.03886e+06 2.64906e+06 1.91129e+06 7.334e+06 1.55917e+06 1.59098e+06 1.39905e+06 1.24063e+06 1.01197e+06 824717 4.33926e+06 671441 607311 threshold=2854.0889000000006 2778.6210000000005 2781.5828000000006 555.56875000000014 27.046500000000005 556.80950000000018 991.56000000000017 1908.1960000000001 2022.5000000000002 2976.3936000000008 860.12500000000011 246.44000000000003 2871.8940000000007 1282.3492500000004 2725.8677800000005 259.56000000000006 399.3245290000001 55.453750000000007 22.675479000000003 1937.6795000000002 1561.8224400000001 3182.0603000000006 227.70275000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 4 8 6 -2 -7 -3 12 17 -5 14 22 19 18 -17 -11 -16 21 -21 -1 -14 right_child=5 2 -4 11 -6 7 -8 -9 -10 10 -12 -13 13 -15 15 16 -18 -19 -20 20 -22 -23 -24 leaf_value=0.0006958215665168727 -1.1599353944933093 5.9094522568275192 8.9632621481759216 -3.6558440073798688 -1.1278323367238046 -2.7535942480904714 -8.871833568572999 4.0332729588384213 0.58640706974527113 0.82014586756103924 -7.5892119889259337 0.93072924232482901 0.45285219616360139 6.0683599914550781 -1.5556538812045395 -4.3780415377409563 -0.76168465280532849 -1.8301971759218159 1.0048451160662102 -0.046113213818482678 4.9585066114153182 -1.220891513850954 -1.491067385864258 leaf_weight=362523 37 29 35 34 32 35 20 23 23 38 20 20 45 25 29 23 20 33 33 99 21 45 25 leaf_count=362523 37 29 35 34 32 35 20 23 23 38 20 20 45 25 29 23 20 33 33 99 21 45 25 internal_value=0 0.00132063 2.06243 0.312223 1.77108 -1.94752 -3.86586 -0.0622504 3.55503 0.000338277 -1.98918 -1.95711 0.00083718 1.41906 0.000465808 -1.21793 -2.69602 -0.411704 -0.192808 0.00081854 0.829695 0.000544205 -0.241405 internal_weight=0 363152 173 138 84 115 57 58 52 362979 91 54 362888 95 362793 105 43 71 62 362688 120 362568 70 internal_count=363267 363152 173 138 84 115 57 58 52 362979 91 54 362888 95 362793 105 43 71 62 362688 120 362568 70 is_linear=0 shrinkage=0.01 Tree=825 num_leaves=29 num_cat=2 split_feature=14 16 5 6 10 0 4 3 1 11 1 25 2 26 2 0 26 3 2 0 25 4 2 0 2 10 8 3 split_gain=3.69396e+06 5.7512e+06 1.54363e+06 9.29781e+06 8.44986e+06 6.54571e+06 5.33905e+06 2.7909e+07 2.21411e+06 2.03078e+06 1.95291e+06 7.3501e+06 7.60508e+06 9.32655e+06 6.20822e+06 2.14461e+06 2.00084e+06 798071 707704 694402 9.21651e+06 2.54437e+07 6.00706e+06 935286 959277 757607 461314 37808.5 threshold=3182.0603000000006 3006.0949125000006 2871.8940000000007 1937.6795000000002 543.00900000000013 992.19979999999998 2693.9010000000007 2725.8677800000005 631.04475000000014 94.005500000000026 1892.2623000000001 0 873.09500000000014 2022.5000000000002 1827.1555000000001 64.194000000000003 2022.5000000000002 17.427500000000002 210.00800000000001 1117.6621800000003 1 14.450258500000002 210.00800000000001 992.19979999999998 967.39580000000012 3056.7500000000005 761.67400000000009 11.958600000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=2 26 6 5 -5 9 10 8 18 17 19 12 15 -14 16 -12 -13 -4 27 23 21 -21 -22 25 -25 -1 -2 -8 right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 14 13 -15 -16 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 -29 leaf_value=-0.00063779660848488687 0.42881336111288804 -6.8230630927085869 -0.70096819033989533 -8.6558124938964838 -0.15829003420743076 5.2758122905095419 -0.17217454810937244 12.892654991149902 1.9524340954754087 -3.1340947802861532 1.9817343101501466 -2.6306454180364738 9.5943942611813551 0.052649671917869928 -7.0918369917436079 -1.9280017662048341 -0.36727985254355838 1.9560716600418091 -2.7041098179221157 7.5206244797003068 -1.0336922296664786 -1.4061111085806319 0.93328224664770265 -0.45448242579306758 -2.6975096477161755 1.4501117728816137 -1.4549502361737765 -0.75318741117204935 leaf_weight=361450 26 20 26 25 22 24 24 20 36 24 20 73 20 21 22 47 84 20 20 61 371 67 267 143 22 36 26 21 leaf_count=361450 26 20 26 25 22 24 24 20 36 24 20 73 20 21 22 47 84 20 20 61 371 67 267 143 22 36 26 21 internal_value=0 -2.26584 -0.00055872 -1.04667 -4.67825 0.769122 -0.000152184 2.10008 -0.0370663 -0.776029 -0.000852832 -0.825425 1.20349 4.70716 -2.00481 -0.760916 -1.41967 0.454267 -1.13894 -0.000199849 0.300568 2.64166 -0.207274 -0.000836895 -0.753553 -0.000493318 -0.513068 -0.443314 internal_weight=0 72 362966 141 47 94 362825 121 101 70 362704 287 108 41 179 67 157 46 65 362417 766 128 638 361651 165 361486 52 45 internal_count=363038 72 362966 141 47 94 362825 121 101 70 362704 287 108 41 179 67 157 46 65 362417 766 128 638 361651 165 361486 52 45 cat_boundaries=0 7 11 cat_threshold=1081344 0 0 0 0 0 128 9437696 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=826 num_leaves=28 num_cat=3 split_feature=14 16 5 6 10 3 4 3 1 1 25 2 26 2 26 26 2 24 25 15 6 12 3 11 7 8 3 split_gain=3.62045e+06 5.63676e+06 1.51291e+06 9.11278e+06 8.28171e+06 6.11204e+06 5.2328e+06 2.73536e+07 2.17005e+06 1.91405e+06 7.20384e+06 7.45374e+06 9.14095e+06 6.08467e+06 1.96102e+06 1.54129e+06 693621 627450 3.13375e+06 7.80081e+06 3.67909e+06 1.02904e+06 2.59724e+06 760365 526557 452133 37056.1 threshold=3182.0603000000006 3006.0949125000006 2871.8940000000007 1937.6795000000002 543.00900000000013 1282.3492500000004 2693.9010000000007 2725.8677800000005 631.04475000000014 1892.2623000000001 0 873.09500000000014 2022.5000000000002 1827.1555000000001 2022.5000000000002 2022.5000000000002 210.00800000000001 1 2 11.606362000000003 1937.6795000000002 1621.2640000000004 543.62350000000004 176.33882000000003 52.502000000000002 761.67400000000009 11.958600000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 left_child=2 25 6 5 -5 24 9 8 16 17 11 15 -13 14 -12 -11 26 18 19 -1 -20 23 -23 -19 -4 -2 -8 right_child=1 -3 3 4 -6 -7 7 -9 -10 10 13 12 -14 -15 -16 -17 -18 21 20 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=0.20750903387221623 0.42452520686846512 -6.7548322176933286 -0.10850897516523089 -8.5692543373107917 -0.15670711690729314 4.5789998482013576 -0.17045279800891877 12.763728858947754 1.9329098349809648 -2.7834824021657307 -2.6043389384387292 9.4984500608444211 0.052123178754534039 -7.0209186484596948 -0.36360704385098958 0.37981377158054086 -2.6770687257051469 -0.010989582618095026 0.006823103979458625 3.1936705925223534 4.1928296244712104 0.0036859008244105747 -3.0201124372482298 0.14955491711418287 -1.9139559415181477 -1.4404007522876447 -0.74565556208292649 leaf_weight=5125 26 20 35 25 22 29 24 20 36 24 73 20 21 22 84 43 20 238567 115490 89 21 98 40 2987 30 26 21 leaf_count=5125 26 20 35 25 22 29 24 20 36 24 73 20 21 22 84 43 20 238567 115490 89 21 98 40 2987 30 26 21 internal_value=0 -2.24319 -0.000553133 -1.0362 -4.63147 0.761431 -0.000150662 2.07908 -0.0366956 -0.000844304 -0.817171 1.19146 4.66009 -1.98476 -1.40548 -0.753307 -1.12755 -0.00019785 0.0184186 0.257986 0.00758347 -0.00949713 -0.872777 -0.00900433 -0.941792 -0.507938 -0.438881 internal_weight=0 72 362966 141 47 94 362825 121 101 362704 287 108 41 179 157 67 65 362417 120725 5214 115511 241692 138 241554 65 52 45 internal_count=363038 72 362966 141 47 94 362825 121 101 362704 287 108 41 179 157 67 65 362417 120725 5214 115511 241692 138 241554 65 52 45 cat_boundaries=0 7 8 14 cat_threshold=1081344 0 0 0 0 0 128 23 9437184 4 2147483649 1073824288 2048 1024 is_linear=0 shrinkage=0.01 Tree=827 num_leaves=23 num_cat=1 split_feature=14 16 5 6 3 3 9 10 6 9 8 2 2 25 3 1 1 2 14 8 1 7 split_gain=3.5484e+06 5.52458e+06 1.4828e+06 8.93144e+06 8.14092e+06 5.99041e+06 4.4416e+06 1.42536e+07 1.65806e+06 1.20514e+06 1.09936e+06 3.25676e+06 1.23733e+06 1.21187e+07 5.10595e+07 1.10091e+07 3.19749e+06 1.60609e+06 986301 443136 173806 132676 threshold=3182.0603000000006 3006.0949125000006 2871.8940000000007 1937.6795000000002 2725.8677800000005 1282.3492500000004 2854.0889000000006 13.850500000000002 1324.2200000000003 522.00500000000011 2971.7767500000004 784.03650000000005 1468.575 0 2725.8677800000005 1892.2623000000001 1892.2623000000001 1107.4580000000003 1182.8200000000004 761.67400000000009 15.582750000000003 19.668459000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=2 19 6 5 -5 9 10 -8 -9 20 12 21 16 14 -14 -15 18 -18 -1 -2 -4 -12 right_child=1 -3 3 4 -6 -7 7 8 -10 -11 11 -13 13 15 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.00073859056223687675 0.42028000533580778 -6.6872838230133063 -0.58047993211746218 -0.51091558456420905 -8.8365285923170003 4.5332099085840687 7.8840218011264147 0.78412302207946782 -3.2390321177528016 -2.9748362751007078 0.88131947950883349 -4.1523061987876897 0.71915585913877378 -0.20299375753717874 17.590491871118545 -6.7477329183446955 -1.456666672229767 1.5121573500633241 0.62018536379095168 -1.4259967532524696 0.6702197971343995 -0.18347149810791016 leaf_weight=361753 26 20 25 24 23 29 29 20 21 20 22 25 174 226 20 29 205 20 256 26 20 25 leaf_count=361753 26 20 25 24 23 29 29 20 21 20 22 25 174 226 20 29 205 20 256 26 20 25 internal_value=0 -2.22075 -0.000547601 -1.02584 -4.58515 0.753817 -0.000149155 2.51856 -1.27652 -0.932374 -0.000635186 -1.23619 -0.000389903 0.524236 2.33796 -0.91155 -0.00104019 -1.19277 -0.000299495 -0.502858 -0.0246134 0.314941 internal_weight=0 72 362966 141 47 94 362825 70 41 65 362755 72 362683 449 194 255 362234 225 362009 52 45 47 internal_count=363038 72 362966 141 47 94 362825 70 41 65 362755 72 362683 449 194 255 362234 225 362009 52 45 47 cat_boundaries=0 7 cat_threshold=1081856 0 256 0 0 0 128 is_linear=0 shrinkage=0.01 Tree=828 num_leaves=30 num_cat=3 split_feature=14 16 5 6 10 0 4 3 1 11 1 25 0 6 0 4 3 3 3 0 25 4 25 0 1 10 9 11 26 split_gain=3.47779e+06 5.41464e+06 1.45329e+06 8.7537e+06 8.07859e+06 6.27226e+06 5.11717e+06 2.6682e+07 2.13621e+06 1.99339e+06 1.82218e+06 6.9601e+06 6.55896e+06 1.30372e+07 5.6292e+06 9.21534e+06 2.97156e+06 1.28716e+06 771602 676196 9.02529e+06 2.49363e+07 3.27814e+06 916531 865449 733133 401438 270808 99749.6 threshold=3182.0603000000006 3006.0949125000006 2871.8940000000007 1937.6795000000002 543.00900000000013 992.19979999999998 2693.9010000000007 2725.8677800000005 631.04475000000014 94.005500000000026 1892.2623000000001 0 992.19979999999998 82.61675000000001 1117.6621800000003 259.56000000000006 138.47650000000002 284.84010000000006 17.427500000000002 1117.6621800000003 1 14.450258500000002 2 992.19979999999998 962.58510000000012 3056.7500000000005 360.85390500000005 9.5865000000000027 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 left_child=2 26 6 5 -5 9 10 8 27 18 19 12 16 -14 17 -16 -12 -13 -4 23 21 -21 -22 25 -25 -1 -2 28 -8 right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 14 13 -15 15 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.0006335015486522872 -1.4109317523956297 -6.6204113364219666 -0.68325221254275392 -8.4284988929748543 -0.11975614374334162 5.1578321568171184 -1.1889876847040086 12.608634452819825 1.9205342167864243 -3.1025129461288454 1.7387181707528923 -0.21446023070534995 10.21630073928833 -0.5228225550284753 -8.7283039910452711 -0.37526117086410521 -2.6978801610734728 -2.3857729092240336 1.9293534784317019 7.4432093986136012 -1.7385203915056975 -1.3940738449523697 0.12244869908630079 -0.4618941767565854 -2.5924036329442806 1.4264909747077359 0.34763492849138045 -2.0841785715818406 -0.24526013940572738 leaf_weight=361450 25 20 26 25 22 24 21 20 36 24 26 86 20 26 28 25 36 40 20 61 105 67 533 143 22 36 27 20 24 leaf_count=361450 25 20 26 25 22 24 21 20 36 24 26 86 20 26 28 25 36 40 20 61 105 67 533 143 22 36 27 20 24 internal_value=0 -2.19855 -0.000542125 -1.01558 -4.5393 0.746278 -0.000147664 2.05598 -0.0336567 -0.766254 -0.000833598 -0.797327 1.1764 4.14636 -1.94523 -4.78819 -0.837371 -0.903766 0.452663 -0.000202851 0.296596 2.61328 -0.205926 -0.00083149 -0.745962 -0.000491376 -0.49783 -1.11598 -0.685666 internal_weight=0 72 362966 141 47 94 362825 121 101 70 362704 287 108 46 179 53 62 126 46 362417 766 128 638 361651 165 361486 52 65 45 internal_count=363038 72 362966 141 47 94 362825 121 101 70 362704 287 108 46 179 53 62 126 46 362417 766 128 638 361651 165 361486 52 65 45 cat_boundaries=0 7 11 18 cat_threshold=1081344 0 0 0 0 0 128 9437696 0 0 1073741824 0 134217792 4160 0 0 0 128 is_linear=0 shrinkage=0.01 Tree=829 num_leaves=30 num_cat=1 split_feature=14 16 25 0 1 13 2 6 17 2 4 10 7 0 2 0 1 1 1 14 7 4 0 4 7 0 8 8 7 split_gain=3.40858e+06 5.30689e+06 920574 6.55373e+07 1.23113e+07 4.96756e+07 6.54939e+07 3.8291e+06 1.477e+07 3.04979e+06 4.77203e+06 2.06945e+06 1.99712e+06 1.89436e+06 1.50182e+07 4.75108e+06 2.10594e+06 1.70277e+06 1.30079e+06 1.2908e+06 2.6324e+06 1.27594e+06 1.04855e+06 808008 1.78799e+06 1.50938e+06 597313 437860 108649 threshold=3182.0603000000006 3006.0949125000006 0 2778.6210000000005 2781.5828000000006 312.11975000000007 2682.0900000000006 2976.3936000000008 86.586000000000013 2682.0900000000006 1888.1190000000004 941.87500000000011 1131.6606400000003 992.19979999999998 873.09500000000014 1275.1415000000002 1892.2623000000001 248.93500000000003 1256.4300000000001 1182.8200000000004 1538.3385000000001 508.93250000000006 17.804000000000006 1.7467500000000002 153.05580000000003 149.25200000000004 2971.7767500000004 761.67400000000009 1538.3385000000001 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 27 3 12 7 6 23 9 11 19 21 22 13 16 15 -15 18 28 -1 26 -21 -11 -9 25 -25 -6 -4 -2 -14 right_child=1 -3 4 -5 5 -7 -8 8 -10 10 -12 -13 17 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=0.054408993719168838 0.42477553819234559 -6.5542069387435911 -0.0016187100886717171 16.974997469031294 -1.1854060567658524 10.601886953270952 -20.234299666086834 0.087820083683934694 9.6409485473632817 -1.3547699935852535 -5.8379906897111367 2.5688541811988466 -1.1236089210510254 2.4509216075473361 8.6989239987460056 -2.9513571255381517 -2.9656538677215578 -4.0227758748190743 2.1093156543085652 0.38224832690523025 3.859101724624634 1.3971146774291991 -2.8073167705535891 1.0265722938378652 -2.8334717782338461 -4.6157530411430026 -0.99946114031473798 -1.4104785618415248 -0.1347486152648926 leaf_weight=4901 26 20 357166 23 29 23 24 29 20 63 22 21 20 27 22 41 23 21 31 235 24 23 22 24 24 23 60 26 25 leaf_count=4901 26 20 357166 23 29 23 24 29 20 63 22 21 20 27 22 41 23 21 31 235 24 23 22 24 24 23 60 26 25 internal_value=0 -2.17656 -0.000537149 0.132288 -0.00244649 -2.89581 -5.39942 -0.00125745 2.03859 -0.00178225 -1.68197 -0.0731701 0.0567528 0.0793623 1.51717 -0.806335 0.0532467 -1.6715 0.0673251 -0.00127465 0.704428 -0.618801 -1.16106 -1.83905 -0.90345 -2.70267 -0.00178631 -0.492852 -0.574242 internal_weight=0 72 362966 5134 357832 147 124 357685 92 357593 108 72 5111 5045 90 68 4955 66 4932 357485 259 86 51 100 48 52 357226 52 45 internal_count=363038 72 362966 5134 357832 147 124 357685 92 357593 108 72 5111 5045 90 68 4955 66 4932 357485 259 86 51 100 48 52 357226 52 45 cat_boundaries=0 6 cat_threshold=1048576 4 0 512 2176 67127360 is_linear=0 shrinkage=0.01 Tree=830 num_leaves=26 num_cat=0 split_feature=17 4 4 1 1 0 16 0 8 5 0 8 16 0 1 4 1 6 8 17 18 16 12 4 0 split_gain=2.72557e+06 9.18173e+06 1.97359e+06 2.50881e+07 8.21634e+06 4.3594e+07 2.8357e+06 2.51308e+06 2.10471e+06 1.61205e+06 1.95923e+06 1.40492e+06 1.25134e+06 896081 3.18843e+06 4.112e+06 2.62035e+06 981580 962053 512371 1.69841e+06 532745 300243 174327 63167.2 threshold=2221.3567500000004 1522.8167500000002 2693.9010000000007 2781.5828000000006 2781.5828000000006 2778.6210000000005 31.161000000000005 1884.2950000000003 1017.6571000000002 26.307400000000005 54.605550000000008 311.75250000000005 1595.6657935000001 2778.6210000000005 555.56875000000014 785.57750000000021 112.13877900000001 2976.3936000000008 399.3245290000001 1381.0875000000003 126.55000000000003 1927.9850000000004 150.96810000000002 3.5850000000000004 0.76171500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 4 6 13 8 7 11 9 10 -6 24 22 17 16 -16 -15 19 23 21 -21 -1 -2 -19 -4 right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 leaf_value=0.0005450696775721539 -0.041702223569154741 -6.5150152262672787 -1.7197496315002443 8.4246091503567158 2.5137721592447035 -15.706917898995536 2.1678117752075194 -4.8537748349796646 2.5750576889038088 -2.5887558189630511 -1.3383023723479242 0.86499792030224432 2.1253281642561372 0.983186463603267 -4.6029741435050964 1.6620838633450594 5.2204314193725585 0.24470407284539319 -2.5197002875010175 -0.62460229609229356 1.7803698508890851 -0.76468786881520201 -1.5592655682563783 -0.92108782312144399 -2.4737424120903015 leaf_weight=362082 32 28 25 36 23 21 21 22 25 30 31 26 23 54 20 22 20 29 30 55 63 91 22 23 20 leaf_count=362082 32 28 25 36 23 21 21 22 25 30 31 26 23 54 20 22 20 29 30 55 63 91 22 23 20 internal_value=0 -1.6112 0.000174097 1.14699 -0.000300291 -2.51386 -1.15121 -1.90066 0.0279188 -0.730158 0.302396 -0.985615 0.172003 0.000601152 0.879371 -1.32128 2.12839 0.000319847 -1.09365 0.000567454 0.659408 0.000352796 -0.659969 -0.270935 -2.05486 internal_weight=0 105 362769 150 362619 130 114 93 109 84 54 71 77 362489 116 42 74 362373 82 362291 118 362173 54 52 45 internal_count=362874 105 362769 150 362619 130 114 93 109 84 54 71 77 362489 116 42 74 362373 82 362291 118 362173 54 52 45 is_linear=0 shrinkage=0.01 Tree=831 num_leaves=23 num_cat=2 split_feature=20 18 20 5 5 25 2 2 3 2 6 10 4 2 4 1 26 1 0 3 18 24 split_gain=1.88933e+06 1.76209e+06 1.11999e+06 4.0138e+06 1.37526e+06 1.07113e+07 4.69172e+07 3.59303e+07 2.80125e+07 4.42787e+06 3.23324e+06 2.08827e+06 4.43962e+06 1.42348e+06 1.32215e+07 1.31483e+07 2.43248e+06 1.54876e+06 5.24694e+06 2.32832e+06 573990 565081 threshold=2769.4572500000004 1734.8725725000002 1925.7125000000003 224.55750000000003 1146.4585000000004 0 2682.0900000000006 2682.0900000000006 1890.7105500000002 784.03650000000005 13.456000000000001 3056.7500000000005 1522.8167500000002 2682.0900000000006 1116.5450000000003 1461.4925000000003 2022.5000000000002 2781.5828000000006 1117.6621800000003 179.11500000000004 3273.8635600000002 1 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=2 -2 4 -4 13 6 9 11 -9 10 -6 12 -7 17 15 16 -15 20 19 -19 21 -1 right_child=1 -3 3 -5 5 7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 leaf_value=0.018140542705707047 -0.022520476669073104 -4.169970229012625 -1.314678062959151 4.8751160773038862 3.7117161147594455 -0.45691598244313242 16.376985717773437 -1.9244891516093552 -16.219073213430551 -4.0000326843445118 -0.8106884712396667 -3.3093829117502485 2.1634102862040203 3.639701388786579 7.5464764846801762 -7.6023648252941314 -0.16411733913421631 -1.0235984004171272 -4.7213834203084311 3.1916995544433595 1.4585980288187661 -0.0083520481935586595 leaf_weight=120912 20 21 22 20 25 469 20 29 26 26 43 21 75 29 25 21 40 38 30 20 27 240915 leaf_count=120912 20 21 22 20 25 469 20 29 26 26 43 21 75 29 25 21 40 38 30 20 27 240915 internal_value=0 -2.14682 -4.66857e-05 1.63284 -0.000235724 -0.432655 2.26994 -0.950859 -8.68193 -0.49008 0.85196 -0.215106 -0.0956578 0.000640922 1.11303 -0.674033 1.43459 0.000287481 -1.32618 0.429953 0.000610068 0.000501271 internal_weight=0 41 362833 42 362791 734 114 620 55 94 68 565 544 362057 115 90 69 361942 88 58 361854 361827 internal_count=362874 41 362833 42 362791 734 114 620 55 94 68 565 544 362057 115 90 69 361942 88 58 361854 361827 cat_boundaries=0 3 4 cat_threshold=135266816 262144 64 23 is_linear=0 shrinkage=0.01 Tree=832 num_leaves=27 num_cat=0 split_feature=17 2 4 1 1 2 16 2 16 5 5 8 12 9 5 8 4 7 2 7 1 5 26 10 11 2 split_gain=2.64135e+06 1.03576e+07 1.91452e+06 2.45214e+07 7.95458e+06 8.54565e+06 2.76559e+06 2.37467e+06 1.49804e+06 1.3601e+06 1.10884e+06 700921 611796 552656 1.85636e+06 1.33817e+06 1.14272e+06 1.10765e+06 713292 2.28348e+06 1.66931e+06 872577 3.52356e+06 539761 490828 155328 threshold=2221.3567500000004 1468.575 2693.9010000000007 2781.5828000000006 2781.5828000000006 2682.0900000000006 31.161000000000005 17.427500000000006 1927.9850000000004 1561.8224400000001 1561.8224400000001 221.71550000000002 150.96810000000002 1972.2770000000003 442.11875000000003 613.57500000000016 113.96900000000001 1131.6606400000003 2682.0900000000006 420.97500000000008 860.12500000000011 2871.8940000000007 2022.5000000000002 1330.1795 44.858000000000004 32.65484 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 4 6 13 9 7 -4 12 11 -9 25 -2 18 16 -16 24 -17 21 20 -20 23 -23 -1 -15 -6 right_child=1 -3 3 -5 5 -7 -8 10 -10 -11 -12 -13 -14 14 15 17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 leaf_value=6.3847377323960109e-05 0.11998759437691081 -7.8676338127681191 0.27212913253090598 8.3246441374884714 -1.5687005541541359 -7.8617492485046387 2.1353361293247768 -2.0332160144103204 2.2261166106570851 -3.6024231166839598 -4.8542437061396511 0.83254614900458945 -1.8708845436161963 0.37777392987694058 -3.2933531260490416 1.2148161106109618 2.2300355845231277 -1.6674362730979919 0.81007321140458499 -1.6670588847569057 4.0722068060012093 4.2911478108945103 -0.64388679076463751 0.42023240950226398 -1.4660457756573504 -0.50584662437438965 leaf_weight=361830 33 21 33 36 44 24 21 38 22 20 22 22 29 42 30 20 26 40 62 28 21 23 39 306 22 20 leaf_count=361830 33 21 33 36 44 24 21 38 22 20 22 22 29 42 30 20 26 40 62 28 21 23 39 306 22 20 internal_value=0 -1.58611 0.000172654 1.12969 -0.00029458 -2.47349 -1.1424 -1.88253 -0.0157321 -1.25351 -3.06759 -0.707253 -0.811227 0.000592387 -0.553374 -1.56891 0.46216 -0.706685 0.000867605 0.802371 1.63543 0.000621974 1.18685 0.000418884 -0.256039 -1.23656 internal_weight=0 105 362769 150 362619 130 114 93 84 106 60 86 62 362489 180 90 90 60 362309 111 83 362198 62 362136 64 64 internal_count=362874 105 362769 150 362619 130 114 93 84 106 60 86 62 362489 180 90 90 60 362309 111 83 362198 62 362136 64 64 is_linear=0 shrinkage=0.01 Tree=833 num_leaves=26 num_cat=1 split_feature=13 0 11 12 1 25 0 0 1 3 5 5 4 12 0 2 3 4 7 2 4 7 5 1 12 split_gain=2.46327e+06 4.53417e+06 936682 8.42358e+06 1.13857e+06 1.44324e+07 5.5285e+07 3.35406e+07 3.96004e+07 3.96136e+06 2.70529e+06 3.38762e+06 2.86242e+06 928254 1.04802e+06 3.58808e+06 2.19476e+06 848734 725471 676881 4.2398e+06 875885 576598 214813 147217 threshold=3214.9168000000004 1884.2950000000003 3182.0603000000006 13.805400000000002 1256.4300000000001 0 1884.2950000000003 2778.6210000000005 2781.5828000000006 149.268 330.08250000000004 155.08350000000004 1888.1190000000004 2107.0655000000002 2778.6210000000005 27.046500000000005 258.76800000000009 974.87180000000001 998.30500000000018 2682.0900000000006 144.84500000000006 2822.9627650000007 175.20336000000003 1892.2623000000001 3113.0710000000004 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 18 4 -4 13 6 9 10 -9 23 11 -7 -12 14 19 -16 -17 22 -2 21 -21 -1 24 -6 -15 right_child=1 -3 3 -5 5 7 -8 8 -10 -11 12 -13 -14 17 15 16 -18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=0.00026448582471459519 0.42655720637394828 -5.8783072195053103 -2.559453369304538 4.4919668070475263 -2.0151126828400985 -0.11566858972779058 17.24744611566717 -1.0119603443145753 -19.321557250249953 1.8619177234874054 -1.7533406670256093 2.9836604339480401 1.0245437537989717 -0.40154458222565831 2.8448491952933517 -3.3880713857923235 1.1838508987426759 -2.6506170048921009 -1.8788285514286585 2.6606323952858264 -1.9656879258155824 1.298199894795051 -1.7803727639239768 -3.4139994802929108 0.65271848311791048 leaf_weight=361689 39 20 32 36 23 298 22 27 21 34 176 40 47 27 51 21 21 23 21 52 32 52 23 21 26 leaf_count=361689 39 20 32 36 23 298 22 27 21 34 176 40 47 27 51 21 21 23 21 52 32 52 23 21 26 internal_value=0 -1.75482 0.00010341 1.17365 -0.000116594 -0.400459 2.95189 -0.983252 -9.02241 -0.701748 -0.312936 0.251116 -1.16787 0.000667465 0.000932304 1.06235 -1.10211 -0.967513 -0.380328 0.000659487 0.898225 0.000451063 -0.458153 -2.68276 0.115641 internal_weight=0 80 362794 68 362726 709 100 609 48 78 561 338 223 362017 361918 93 42 99 60 361825 84 361741 76 44 53 internal_count=362874 80 362794 68 362726 709 100 609 48 78 561 338 223 362017 361918 93 42 99 60 361825 84 361741 76 44 53 cat_boundaries=0 7 cat_threshold=1048576 0 64 0 0 0 128 is_linear=0 shrinkage=0.01 Tree=834 num_leaves=27 num_cat=0 split_feature=17 2 4 2 0 2 2 7 12 2 0 16 2 0 7 26 6 4 2 12 13 2 18 26 2 9 split_gain=2.56866e+06 1.0075e+07 1.85084e+06 1.93895e+07 3.5911e+06 1.20833e+07 3.39434e+06 8.92716e+06 2.91844e+06 5.26511e+06 2.38642e+06 1.47532e+06 1.26352e+06 2.18426e+06 2.91912e+06 960018 848581 987396 766736 600397 456547 865650 653035 411303 204752 124948 threshold=2221.3567500000004 1468.575 2693.9010000000007 2682.0900000000006 2778.6210000000005 1827.1555000000001 26.254000000000001 9.6081000000000021 195.11325000000002 1271.7445000000002 992.19979999999998 1927.9850000000004 2682.0900000000006 887.79240000000016 420.97500000000008 2022.5000000000002 2976.3936000000008 285.32900000000006 17.427500000000006 150.96810000000002 2172.3225000000007 152.69986350000002 1734.8725725000002 2022.5000000000002 0.76250000000000007 9.3870000000000022 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 4 8 12 6 23 -8 9 18 -10 19 16 15 -15 -14 20 24 -4 -2 22 -22 -1 -6 -18 -17 right_child=1 -3 3 -5 5 -7 7 -9 10 -11 -12 -13 13 14 -16 25 17 -19 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=0.00014785725389302134 0.11773359053062671 -7.7593715667724608 -0.22020236260963211 7.8805139079238424 -2.4320034964425226 -7.2277307542165126 7.0262893257141119 -1.4903499281406403 -0.54739965009689329 4.7541486043930057 -5.4325005688667298 2.209462170600891 1.3337750364031111 5.4899396891820995 0.38468611081441245 -1.2118942360724172 -0.83787923034032197 -2.7888668234451957 -2.5692822217941287 -1.8545033941597775 0.078040382332271993 -1.9409541819776808 0.83375368668677963 -0.63432074785232551 0.43223878080194644 -0.21287005242847262 leaf_weight=362092 33 21 33 33 35 30 20 32 20 20 20 22 35 21 24 31 30 23 24 29 54 35 94 20 22 21 leaf_count=362092 33 21 33 33 35 30 20 32 20 20 20 22 35 21 24 31 30 23 24 29 54 35 94 20 22 21 internal_value=0 -1.56413 0.000171992 1.11075 -0.000287406 -1.61901 -0.0464668 1.78528 -0.798671 0.339656 -2.98995 -0.0153241 0.000324388 0.978518 2.76714 0.0533694 -3.19567e-05 -1.06361 -1.20929 -0.804764 0.000188231 -0.715946 0.000364207 -1.7783 -0.300522 -0.808442 internal_weight=0 105 362769 150 362619 137 107 52 117 77 40 84 362482 132 45 87 362350 75 57 62 362275 89 362186 55 52 52 internal_count=362874 105 362769 150 362619 137 107 52 117 77 40 84 362482 132 45 87 362350 75 57 62 362275 89 362186 55 52 52 is_linear=0 shrinkage=0.01 Tree=835 num_leaves=28 num_cat=1 split_feature=1 0 6 6 8 6 1 2 4 9 1 0 0 8 0 1 2 4 19 11 9 0 4 25 26 26 20 split_gain=3.36639e+06 4.66508e+06 1.07708e+07 2.85551e+06 2.79556e+06 1.95158e+06 1.11945e+07 3.13516e+06 4.87219e+06 2.70541e+06 2.6183e+06 1.72591e+06 1.59802e+06 3.01261e+06 1.5956e+06 2.59753e+06 3.82232e+06 3.36648e+06 851638 1.20832e+06 1.28349e+06 1.06165e+06 838740 480984 435538 391271 178412 threshold=2781.5828000000006 2778.6210000000005 1937.6795000000002 1529.30718 35.514584500000005 2976.3936000000008 962.58510000000012 2682.0900000000006 1888.1190000000004 548.96735000000001 172.78275000000005 116.97250000000001 190.45082400000004 103.56378000000002 2778.6210000000005 555.56875000000014 26.254000000000001 785.57750000000021 1602.6720400000004 3182.0603000000006 196.06150000000002 346.24075000000011 7.9977999999999962 0 2022.5000000000002 2022.5000000000002 127.39875000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=5 3 -3 4 11 7 9 14 12 10 -7 -2 24 -14 18 16 25 -17 19 23 -21 26 -13 -1 -9 -16 -20 right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 22 13 -15 15 17 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.19410441447315679 1.1897467251979945 -8.2513298345495159 1.0611109360404636 -3.6306565978310323 3.3282037488619487 -0.72343012337883306 7.8880454585665749 -3.0908059406280519 -6.0028831227620447 -3.1246813424428304 3.7892837505340577 -2.9436405301977091 3.1088163473208743 -1.9558522299061651 1.4226116884671727 -3.8159178905487061 5.1874358310018271 1.9167269570486887 0.067746303230524066 -0.0097913081305367605 3.5298874993324278 -2.6773639724731448 -0.24176332092285158 -0.00061739120169405643 -1.1586602769579206 -0.34803244908650721 -0.80377247841461852 leaf_weight=1263 33 27 23 22 24 36 21 20 21 24 20 27 24 23 26 20 28 21 48 21 20 25 20 361520 28 24 46 leaf_count=1263 33 27 23 22 24 36 21 20 21 24 20 27 24 23 26 20 28 21 48 21 20 25 20 361520 28 24 46 internal_value=0 -1.38312 -3.96761 -0.357536 0.334855 0.000223378 1.39009 -0.000163143 -1.6439 -0.315627 0.888253 -0.563149 -0.680333 0.630362 0.000362037 1.15812 2.22927 -0.879685 -1.75625e-05 0.000259855 1.71688 -0.845847 -1.79391 6.58506e-05 -1.96372 0.572703 -0.358742 internal_weight=0 176 50 126 104 363279 101 363178 116 80 56 80 95 47 363062 119 78 41 362943 362824 41 119 47 362783 48 50 94 internal_count=363455 176 50 126 104 363279 101 363178 116 80 56 80 95 47 363062 119 78 41 362943 362824 41 119 47 362783 48 50 94 cat_boundaries=0 6 cat_threshold=0 0 0 4194304 2048 4218880 is_linear=0 shrinkage=0.01 Tree=836 num_leaves=24 num_cat=0 split_feature=1 3 8 3 26 7 18 10 2 1 5 8 2 3 19 11 10 19 1 10 2 16 11 split_gain=3.2994e+06 5.94509e+06 1.10873e+07 2.67442e+06 3.20803e+06 2.01325e+06 1.43961e+07 3.66904e+06 1.44669e+06 1.38215e+06 2.54007e+06 1.64062e+06 1.08628e+06 988209 688243 1.48049e+06 1.08451e+06 463889 2.14168e+06 659838 339692 301420 138729 threshold=2781.5828000000006 1890.7105500000002 1973.6620000000003 648.27500000000009 2022.5000000000002 2822.9627650000007 137.52250000000001 119.26480000000001 2682.0900000000006 11.926500000000003 367.52900000000005 912.87025000000017 223.62625000000003 138.47650000000002 1602.6720400000004 3182.0603000000006 543.00900000000013 430.74300000000011 1256.4300000000001 3056.7500000000005 189.07500000000002 432.85864000000004 98.152125000000026 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 -2 8 7 12 14 -10 13 -12 -7 -11 15 17 20 19 -19 -1 21 -16 -6 right_child=1 2 -4 -5 22 6 -8 -9 9 10 11 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.00037000843668542736 -2.9861496578563345 -8.1739388415018723 1.0544619585120159 2.2723113869175768 0.30909491062164307 -0.95317042598017931 8.9941437034606935 2.3111523837702617 -2.7291345903608533 -0.28537918663024903 -3.8485088753700256 -0.06785948666659268 -4.0280082435607909 2.7539635742228969 -0.28789841429108665 1.9741962235852293 -2.1515685568357767 0.15556449213703741 3.2021686700979872 1.1371629630818085 -1.264710479259491 1.1169446430603664 1.4168926320075987 leaf_weight=362224 44 30 23 33 26 27 20 28 36 20 24 22 20 23 42 38 38 598 24 51 20 24 20 leaf_count=362224 44 30 23 33 26 27 20 28 36 20 24 22 20 23 42 38 38 598 24 51 20 24 20 internal_value=0 -1.36929 -4.16916 -0.162845 -1.05574 0.000221198 1.45578 -0.554447 -0.000159541 -1.07578 -0.407006 -2.04037 -2.26161 1.34032 0.000210791 0.000465286 -0.744668 0.000258611 0.273118 -0.00020987 -0.123015 0.222954 0.790746 internal_weight=0 176 53 123 90 363279 95 75 363184 125 89 46 47 43 363059 362935 124 362897 622 362275 86 66 46 internal_count=363455 176 53 123 90 363279 95 75 363184 125 89 46 47 43 363059 362935 124 362897 622 362275 86 66 46 is_linear=0 shrinkage=0.01 Tree=837 num_leaves=27 num_cat=2 split_feature=1 3 8 3 26 7 18 10 2 0 5 8 0 1 2 2 2 10 5 25 24 16 26 0 11 8 split_gain=3.23374e+06 5.82679e+06 1.08667e+07 2.6212e+06 3.14419e+06 1.97319e+06 1.41097e+07 3.59602e+06 1.41791e+06 1.38834e+06 2.85208e+06 2.4576e+06 1.24694e+06 2.85709e+06 3.63356e+06 2.52868e+06 1.06466e+06 731724 3.73949e+06 483644 560597 422589 396747 365197 135968 21967.3 threshold=2781.5828000000006 1890.7105500000002 1973.6620000000003 648.27500000000009 2022.5000000000002 2822.9627650000007 137.52250000000001 119.26480000000001 2682.0900000000006 12.435 367.52900000000005 912.87025000000017 2778.6210000000005 555.56875000000014 26.254000000000001 967.39580000000012 223.62625000000003 3056.7500000000005 584.10300000000018 0 1 1356.4225000000004 2022.5000000000002 1117.6621800000003 98.152125000000026 6.4775000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 left_child=5 3 -3 4 23 8 7 16 12 -10 -11 -12 17 14 22 -15 -7 19 25 20 -1 -21 -14 -2 -6 -19 right_child=1 2 -4 -5 24 6 -8 -9 9 10 11 -13 13 15 -16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27 leaf_value=0.48530669424893724 -2.1246264680226643 -8.0921995544433596 1.043917231352433 2.249588187824596 0.30600399072353657 -0.9436387464735243 8.9042022805213925 2.2880407822132112 -2.5465423620314827 1.6536187010621413 -4.3188099421625559 0.41279132298060822 1.4215358423303674 -3.4237978683818473 5.1267395846048984 1.3707868177240545 -3.9877280216217041 -0.87144793319702152 4.6400310709476473 -0.00083348081291230783 0.060678471455570107 -0.45722051048513707 -0.34553589463233947 -3.9542822036743166 1.4027236914634704 -0.40836823054722382 leaf_weight=414 24 30 23 33 26 27 20 28 42 39 23 21 27 22 27 22 20 20 20 361056 1203 203 24 20 20 21 leaf_count=414 24 30 23 33 26 27 20 28 42 39 23 21 27 22 27 22 20 20 20 361056 1203 203 24 20 20 21 internal_value=0 -1.3556 -4.12747 -0.161217 -1.04518 0.000218986 1.44123 -0.548902 -0.000157946 -1.06502 -0.315336 -2.06055 0.000208683 1.01102 2.16039 -1.02651 -2.239 -0.000131097 1.09502 -0.000315193 0.171711 -0.00108991 0.589973 -2.95629 0.782839 -0.634261 internal_weight=0 176 53 123 90 363279 95 75 363184 125 83 44 363059 122 78 44 47 362937 61 362876 1617 361259 51 44 46 41 internal_count=363455 176 53 123 90 363279 95 75 363184 125 83 44 363059 122 78 44 47 362937 61 362876 1617 361259 51 44 46 41 cat_boundaries=0 6 7 cat_threshold=0 0 0 4210688 2048 4218880 2576 is_linear=0 shrinkage=0.01 Tree=838 num_leaves=25 num_cat=1 split_feature=1 12 7 7 18 10 6 2 4 4 2 8 2 1 10 4 23 23 23 25 15 2 26 22 split_gain=3.16939e+06 4.82813e+06 8.54202e+06 1.93392e+06 1.38289e+07 3.52446e+06 1.64067e+06 1.38969e+06 1.91143e+06 1.242e+06 1.04347e+06 963999 905619 737606 637747 5.14381e+06 486066 677833 791091 476921 452839 51644.7 37395.5 19089.5 threshold=2781.5828000000006 1017.6685000000001 1538.3385000000001 2822.9627650000007 137.52250000000001 119.26480000000001 54.393000000000008 2682.0900000000006 1888.1190000000004 785.57750000000021 223.62625000000003 36.886000000000003 1271.7445000000002 116.83499300000001 3056.7500000000005 334.05380000000002 654.55000000000007 509.98160000000001 572.97500000000014 0 291.51000000000005 4.7879500000000013 2022.5000000000002 57.771000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=3 2 6 7 5 10 12 14 9 11 -5 13 21 -9 16 -16 17 19 -19 -1 23 22 -2 -18 right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 20 18 -20 -21 -22 -23 -24 -25 leaf_value=0.032538173246280534 -1.2095254751352165 2.1057730562036689 -8.1987726726531989 -0.93420235245316119 8.8151601543426512 2.2651605589049204 -3.279512187412807 -1.5963445847609947 -3.806261484055292 1.301713035447257 -3.9478508377075197 -3.0465739898681643 1.0654136129525993 0.70046729798670171 -1.5822235369001114 4.1128503646521732 -0.2226035651922226 2.3765716563738311 -0.045819727097238812 -0.0039902179619087218 -1.9641485149210149 -1.5527054948806762 -0.65597495493681535 -0.5487262337441956 leaf_weight=40185 26 33 20 27 20 28 28 29 21 28 20 20 26 27 35 29 50 26 28 322656 22 20 23 28 leaf_count=40185 26 33 20 27 20 28 28 29 21 28 20 20 26 27 35 29 50 26 28 322656 22 20 23 28 internal_value=0 -1.34204 -2.13769 0.000216946 1.42681 -0.543413 -1.15215 -0.000156216 -1.05437 -0.498701 -2.21661 -1.16201 -0.525141 -0.488953 0.000206746 0.998357 3.07617e-05 0.000222853 1.12052 5.61243e-05 -0.697058 -1.12448 -0.949696 -0.339673 internal_weight=0 176 143 363279 95 75 123 363184 125 104 47 76 95 56 363059 64 362995 362895 54 362841 100 69 49 78 internal_count=363455 176 143 363279 95 75 123 363184 125 104 47 76 95 56 363059 64 362995 362895 54 362841 100 69 49 78 cat_boundaries=0 7 cat_threshold=8405120 135364628 2155872257 71582465 34944 71396420 128 is_linear=0 shrinkage=0.01 Tree=839 num_leaves=25 num_cat=0 split_feature=1 12 7 7 18 10 6 2 1 5 2 2 1 19 11 10 7 19 1 10 2 16 2 26 split_gain=3.10632e+06 4.73205e+06 8.37204e+06 1.89544e+06 1.35537e+07 3.45433e+06 1.60802e+06 1.36203e+06 1.33913e+06 2.42685e+06 1.02271e+06 887597 775733 675331 1.44428e+06 1.07062e+06 517320 455044 2.0987e+06 627272 333246 297855 50617 36651.3 threshold=2781.5828000000006 1017.6685000000001 1538.3385000000001 2822.9627650000007 137.52250000000001 119.26480000000001 54.393000000000008 2682.0900000000006 11.926500000000003 367.52900000000005 223.62625000000003 1271.7445000000002 555.56875000000014 1602.6720400000004 3182.0603000000006 543.00900000000013 998.30500000000018 430.74300000000011 1256.4300000000001 3056.7500000000005 189.07500000000002 432.85864000000004 4.7879500000000013 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 7 5 10 11 13 -9 12 -5 22 -10 14 17 20 -11 19 -19 -1 21 -15 23 -2 right_child=1 -3 -4 4 -6 -7 -8 8 9 16 -12 -13 -14 15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.00036747838167300334 -1.1974301176804762 2.0847153548038366 -8.1167849149703972 -0.92486032485961911 8.7270079424381262 2.2425088173869465 -3.2467170708520072 -2.6712467553880481 0.069901622274647593 -2.9121904442860531 -3.9083723087310789 1.0547594715998723 2.7627469482421874 -0.28514603326718013 1.9499050958533035 -2.1355164525383397 -0.77296285629272465 0.15412981387514335 3.1700141358375551 1.1087391245598888 -1.2508054294586182 1.1113651300470035 -1.5371784477233887 -0.64941517601842469 leaf_weight=362224 26 33 20 27 20 28 28 36 23 26 20 26 20 42 38 38 20 598 24 51 20 24 20 23 leaf_count=362224 26 33 20 27 20 28 28 36 23 26 20 26 20 42 38 38 20 598 24 51 20 24 20 23 internal_value=0 -1.32862 -2.11632 0.000214785 1.41254 -0.537979 -1.14063 -0.000154646 -1.04383 -0.385545 -2.19444 -0.51989 1.32239 0.000204687 0.000456783 -0.737654 -1.98209 0.000252651 0.270498 -0.000211342 -0.119994 0.222676 -1.11324 -0.940199 internal_weight=0 176 143 363279 95 75 123 363184 125 89 47 95 43 363059 362935 124 46 362897 622 362275 86 66 69 49 internal_count=363455 176 143 363279 95 75 123 363184 125 89 47 95 43 363059 362935 124 46 362897 622 362275 86 66 69 49 is_linear=0 shrinkage=0.01 Tree=840 num_leaves=23 num_cat=0 split_feature=6 7 14 4 7 5 1 0 8 3 0 4 13 1 6 1 18 3 9 0 1 9 split_gain=7.15136e+06 2.53538e+07 3.87194e+06 3.37997e+06 1.75252e+06 8.00083e+06 4.34021e+06 1.86502e+07 3.78754e+06 2.30167e+06 2.57669e+06 1.47435e+06 1.90806e+06 1.68132e+06 1.37109e+06 1.06229e+06 5.67754e+06 2.79229e+06 905193 2.00914e+06 663545 180708 threshold=2976.3936000000008 2822.9627650000007 28.915000000000003 209.38800000000003 2822.9627650000007 1561.8224400000001 2781.5828000000006 2778.6210000000005 761.67400000000009 888.08100000000013 116.97250000000001 2693.9010000000007 10.503750000000002 289.85000000000008 698.40204000000006 1461.4925000000003 660.25328000000002 543.62350000000004 1972.2770000000003 1275.1415000000002 1256.4300000000001 92.667500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 6 14 11 8 9 10 -8 15 13 -13 21 18 17 -17 20 -20 -1 -6 right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 leaf_value=-0.00079493795550101491 -0.82172599536140223 9.7677337806365081 -3.0439646218039775 3.7833149051666259 -0.44488726684025359 -6.982107135772706 2.0333455024046057 9.226733316492151 3.9352765259742739 -3.5295090961456301 -1.8053974612553916 -1.0781964442843484 0.62650424745347766 -4.4907429400357337 1.6905466410517693 -0.46898306768968567 4.868900534425463 1.5224390124013791 -0.29768766583048784 -3.6613757918562211 -0.61150035689386084 -1.6720389729454406 leaf_weight=362132 37 34 33 28 28 20 34 27 20 24 36 42 36 22 32 218 28 104 115 21 178 21 leaf_count=362132 37 34 33 28 28 20 34 27 20 24 36 42 36 22 32 218 28 104 115 21 178 21 internal_value=0 2.32713 -0.254305 1.16198 -0.000888919 -1.31796 -0.000522497 1.75361 -0.0163443 -0.857115 0.0591348 -0.00120405 -1.21526 -2.25126 0.0805905 -0.000869409 0.549784 0.174209 -0.00140115 -0.817081 -0.00109497 -0.970809 internal_weight=0 132 98 65 363138 101 363037 141 114 94 70 362896 100 64 81 362796 350 322 362446 136 362310 49 internal_count=363270 132 98 65 363138 101 363037 141 114 94 70 362896 100 64 81 362796 350 322 362446 136 362310 49 is_linear=0 shrinkage=0.01 Tree=841 num_leaves=23 num_cat=1 split_feature=6 7 14 4 7 5 0 3 2 2 4 26 26 2 9 11 4 5 25 2 14 6 split_gain=7.00905e+06 2.48493e+07 3.79489e+06 3.31271e+06 1.71764e+06 7.84161e+06 2.57538e+06 1.69078e+07 9.20795e+06 2.59141e+06 1.64907e+06 1.46787e+06 1.37343e+06 1.00871e+06 1.01119e+06 879834 4.23636e+06 737832 2.45874e+06 1.48145e+06 398087 10683.9 threshold=2976.3936000000008 2822.9627650000007 28.915000000000003 209.38800000000003 2822.9627650000007 1561.8224400000001 2778.6210000000005 1890.7105500000002 1271.7445000000002 137.75200000000004 2693.9010000000007 2022.5000000000002 2022.5000000000002 193.49000000000004 658.43074000000013 3182.0603000000006 155.50590000000003 1146.4585000000004 0 2682.0900000000006 220.43000000000004 7.2530955000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=4 2 3 -2 6 12 10 8 9 11 15 -8 -6 21 -15 17 -17 19 -19 -1 -14 -12 right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 13 -13 20 14 -16 16 -18 18 -20 -21 -22 -23 leaf_value=-0.00061466663340471771 -0.81350872380105232 9.6700564715441537 -3.0135250022194602 3.7454817567552841 1.7775813322067262 -6.9122861766815191 3.4523945336592825 8.3165945788792204 -5.8523996456464138 -1.3770051927566527 -0.24503618471084104 0.4650187952765103 -1.628559023334134 -3.811671040058136 -0.76712388968467704 -1.0509319324890773 4.8907010269165037 0.93075635519184052 -0.66597441151398795 1.3956986010702033 0.18102210068702695 -0.54148870706558228 leaf_weight=362082 37 34 33 28 30 20 38 28 24 30 31 29 31 24 20 30 20 112 473 76 20 20 leaf_count=362082 37 34 33 28 30 20 38 28 24 30 31 29 31 24 20 30 20 112 473 76 20 20 internal_value=0 2.30386 -0.251762 1.15036 -0.000880029 -1.30478 -0.000517272 1.31392 -0.306539 1.06563 -0.00105697 2.15935 0.0797846 -1.31841 -2.42779 -0.000712015 1.32572 -0.000894848 -0.355749 -0.000321646 -0.918919 -0.361292 internal_weight=0 132 98 65 363138 101 363037 149 121 97 362888 67 81 95 44 362793 50 362743 585 362158 51 51 internal_count=363270 132 98 65 363138 101 363037 149 121 97 362888 67 81 95 44 362793 50 362743 585 362158 51 51 cat_boundaries=0 7 cat_threshold=134217728 0 4160 1073741824 0 0 128 is_linear=0 shrinkage=0.01 Tree=842 num_leaves=23 num_cat=1 split_feature=6 7 14 4 7 5 3 13 6 4 2 26 2 19 7 9 9 25 3 13 13 26 split_gain=6.86957e+06 2.43548e+07 3.71937e+06 3.24679e+06 1.68346e+06 7.68556e+06 1.99479e+06 1.86489e+07 3.68428e+06 1.35486e+06 2.0098e+06 1.3461e+06 1.16044e+06 801576 3.26247e+06 1.88778e+06 756775 2.32169e+06 1.20029e+06 637301 367933 51740.5 threshold=2976.3936000000008 2822.9627650000007 28.915000000000003 209.38800000000003 2822.9627650000007 1561.8224400000001 2725.8677800000005 312.11975000000007 258.07900000000006 2693.9010000000007 1468.575 2022.5000000000002 148.53650000000002 430.74300000000011 1538.3385000000001 1600.0905700000001 375.64974000000007 0 698.94000000000005 247.82700000000003 10.503750000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=4 2 3 -2 6 11 9 8 12 13 20 -6 -8 16 15 -15 18 -18 -1 -13 21 -11 right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12 19 -14 14 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.0011263677662983634 -0.80537363817562935 9.5733559930324557 -2.9833897076231062 3.7080268832615446 1.7598054135640462 -6.8431632804870608 1.8064316266582858 8.9603925148010255 -4.2507141179623815 -0.55830228452329278 -3.9101069693338304 -1.8833725442557501 -0.81647854160618138 0.3247298673409319 4.3123765254020689 -2.2378845245043437 -0.48413326752027663 0.15388305970193711 0.33430097179769358 0.37370754285292196 0.60010721524556476 -1.1617092156410218 leaf_weight=358737 37 34 33 28 30 20 31 25 23 27 21 29 37 688 20 30 1196 1078 1070 22 24 30 leaf_count=358737 37 34 33 28 30 20 31 25 23 27 21 29 37 688 20 30 1196 1078 1070 22 24 30 internal_value=0 2.28082 -0.249244 1.13886 -0.000871156 -1.29174 -0.000512027 1.31063 -0.790953 -0.000931105 -1.15329 0.0789867 0.37926 -0.000607142 0.328625 0.217657 -0.00127819 -0.183131 -0.000128868 -0.90973 -0.438554 -0.875885 internal_weight=0 132 98 65 363138 101 363037 116 91 362921 102 81 68 362819 738 718 362081 2274 359807 51 81 57 internal_count=363270 132 98 65 363138 101 363037 116 91 362921 102 81 68 362819 738 718 362081 2274 359807 51 81 57 cat_boundaries=0 5 cat_threshold=142656000 262724 524625 1073807393 8393728 is_linear=0 shrinkage=0.01 Tree=843 num_leaves=29 num_cat=1 split_feature=2 4 12 5 8 5 4 1 16 12 0 1 9 26 1 25 0 0 1 1 19 7 7 13 14 2 0 26 split_gain=6.25063e+06 2.74961e+07 6.89692e+07 1.66919e+06 5.17165e+06 2.3546e+06 1.64581e+06 4.15585e+06 2.05576e+06 1.51104e+06 1.28165e+06 7.07035e+06 1.39488e+07 6.02103e+06 1.04783e+06 627338 4.51281e+06 2.15472e+06 1.82488e+06 884590 3.0313e+06 2.23419e+06 881308 3.92289e+06 603732 588560 445925 32.9439 threshold=2682.0900000000006 2693.9010000000007 85.709000000000017 1146.4585000000004 912.87025000000017 7.9537500000000003 2693.9010000000007 1892.2623000000001 31.161000000000005 103.43350000000001 2778.6210000000005 354.74564000000004 16.583000000000002 2022.5000000000002 678.28840000000002 0 1275.1415000000002 992.19979999999998 494.77402000000006 1892.2623000000001 373.52375000000006 153.05580000000003 610.83000000000004 1.9889090000000003 3182.0603000000006 104.01000000000001 257.57200000000006 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 5 -5 14 10 8 9 26 15 13 -13 -12 27 16 17 18 -1 22 21 -21 24 -24 -17 -18 -8 -2 right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 11 12 -14 -15 -16 19 25 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.035522186015384441 -1.4823248977661132 -4.2281295585632321 21.719334949311754 -4.8831510553359987 1.7647146502408115 2.7434803283214571 -0.80017425945826948 -4.6227970386434487 2.5009506138888273 -3.3292690654993056 -3.8414861819618626 8.4869583715241532 -1.2390579051971435 2.0971569842676963 1.2522190021333242 0.0015108267843327631 -1.9648198759869524 2.5154011620897236 -1.0714301810348243 1.002200859090407 4.3436359405517582 -1.188468087877546 0.67888805409942765 -0.45166893946194309 1.5253975758644251 -3.9651137685775759 1.0716423654556275 -1.4647762895667034 leaf_weight=30804 20 20 21 25 22 32 35 27 22 20 38 29 30 31 21 330192 38 33 171 139 20 70 830 487 26 24 20 23 leaf_count=30804 20 20 21 25 22 32 35 27 22 20 38 29 30 31 21 330192 38 33 171 139 20 70 830 487 26 24 20 23 internal_value=0 1.84261 9.06204 -0.227297 -1.77138 0.528663 -0.000975532 -1.15285 -0.186987 -0.975448 -0.000582013 0.999886 3.54153 -1.1734 -0.578746 -0.000934957 -0.043895 -0.0385201 -0.041241 0.00308952 0.624392 0.268484 0.00266047 0.260831 0.00163081 -2.73913 -0.119514 -1.47294 internal_weight=0 184 41 143 47 96 363086 124 97 75 362962 128 59 69 64 362834 31070 31008 30975 331764 229 209 331535 1317 330218 62 55 43 internal_count=363270 184 41 143 47 96 363086 124 97 75 362962 128 59 69 64 362834 31070 31008 30975 331764 229 209 331535 1317 330218 62 55 43 cat_boundaries=0 7 cat_threshold=3532783680 805441536 1631592448 134283524 143131145 33832976 16 is_linear=0 shrinkage=0.01 Tree=844 num_leaves=32 num_cat=3 split_feature=6 7 14 4 1 25 0 0 8 12 0 0 13 4 13 2 7 0 9 0 8 0 25 7 5 1 1 19 25 2 0 split_gain=6.6312e+06 2.35252e+07 3.64817e+06 3.19746e+06 1.6635e+06 2.70725e+07 9.73071e+07 4.67154e+07 7.56723e+06 2.84325e+06 3.07024e+06 7.87956e+06 2.24014e+06 1.64204e+06 2.98278e+06 3.98188e+06 897860 915826 798588 1.84284e+06 1.53596e+06 5.61317e+06 2.00396e+06 1.22405e+06 7.13978e+06 3.95621e+06 917322 620063 1.80438e+06 483549 46348.3 threshold=2976.3936000000008 2822.9627650000007 28.915000000000003 209.38800000000003 1892.2623000000001 0 2778.6210000000005 2778.6210000000005 912.87025000000017 130.10250000000002 1117.6621800000003 428.67780000000005 227.74000000000004 2693.9010000000007 180.27000000000004 549.23035000000016 248.10745000000003 635.46050000000014 375.64974000000007 1884.2950000000003 1148.5039000000004 1117.6621800000003 1 610.83000000000004 1561.8224400000001 1256.4300000000001 962.58510000000012 114.07565000000001 2 2682.0900000000006 16.598250000000004 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 left_child=4 2 3 -2 13 7 9 8 16 10 11 -7 -11 18 15 30 17 -6 23 20 22 -22 -20 27 25 -25 -21 29 -29 -1 -15 right_child=1 -3 -4 -5 5 6 -8 -9 -10 12 -12 -13 -14 14 -16 -17 -18 -19 19 26 21 -23 -24 24 -26 -27 -28 28 -30 -31 -32 leaf_value=-0.0020980455118643688 -0.80035381094829461 9.4081539932068647 -2.9535471228397259 3.6786256912776403 -2.2124868127177741 0.73292748905630678 23.458922533307756 -17.00429430770874 4.2041700801142943 0.78825143384933472 -1.4995104164912783 7.2215010515848794 -3.8880765787760421 -0.50442684205373123 1.5686276571397428 -5.7686445916217304 -3.383675224811391 0.37120432812234633 -0.51618637150904756 -3.0798536801338194 0.0087490776793597499 5.0519376072516806 0.085510633937406169 0.11679071609161062 5.8526985350899077 4.0686282659150086 -0.52330998878479007 1.3652171033771097 0.097128609124807724 0.87407148996988937 -1.1169630911236719 leaf_weight=356996 37 34 33 28 34 85 21 20 27 20 29 24 21 30 27 23 27 23 1076 32 146 26 1129 987 23 26 25 109 2068 63 21 leaf_count=356996 37 34 33 28 34 85 21 20 27 20 29 24 21 30 27 23 27 23 1076 32 146 26 1129 987 23 26 25 109 2068 63 21 internal_value=0 2.2409 -0.2457 1.12905 -0.000855898 0.707742 2.94706 -2.7278 -0.401203 0.705276 1.39224 2.1616 -1.60694 -0.00150237 -1.27639 -2.31443 -1.8815 -1.16994 -0.00114737 -0.181673 -0.139064 0.771092 -0.21006 7.22664e-05 0.34331 0.21822 -1.95856 -0.000917595 0.167338 -0.00194345 -0.756648 internal_weight=0 132 98 65 363138 331 200 131 111 179 138 109 41 362807 101 74 84 57 362706 2434 2377 172 2205 360272 1036 1013 57 359236 2177 357059 51 internal_count=363270 132 98 65 363138 331 200 131 111 179 138 109 41 362807 101 74 84 57 362706 2434 2377 172 2205 360272 1036 1013 57 359236 2177 357059 51 cat_boundaries=0 4 9 12 cat_threshold=32768 0 4096 1073741824 8438272 327748 524609 1075839009 8392704 1114112 32 16 is_linear=0 shrinkage=0.01 Tree=845 num_leaves=30 num_cat=0 split_feature=4 10 7 8 0 2 0 0 1 1 2 4 1 4 0 9 5 0 18 18 2 10 9 10 0 8 6 26 20 split_gain=3.11066e+06 2.05031e+07 5.56361e+07 9.26479e+06 1.56258e+07 6.84872e+06 1.74668e+06 1.08436e+06 2.45245e+07 4.88019e+06 5.83612e+06 4.28859e+06 1.37679e+06 2.84296e+06 1.69315e+06 778278 2.43063e+06 2.49989e+06 1.38701e+06 762142 1.0292e+06 870673 4.71223e+06 667667 552910 520165 440242 258021 117774 threshold=2693.9010000000007 25.210000000000004 149.17670000000001 1973.6620000000003 804.19674500000008 1468.575 25.752200000000006 2778.6210000000005 2781.5828000000006 585.22500000000014 26.254000000000001 727.60250000000008 2781.5828000000006 629.95226050000008 22.611000000000004 1972.2770000000003 524.39625000000012 412.19925000000006 41.472500000000004 1734.8725725000002 367.00960450000008 3056.7500000000005 309.41100000000012 111.71950000000002 1117.6621800000003 522.29990000000009 1136.6981000000003 2022.5000000000002 935.85009650000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 5 4 -3 6 -2 12 9 10 27 -11 15 14 -14 19 17 25 26 21 28 23 -23 -1 -16 -17 -18 -9 -21 right_child=1 3 -4 -5 -6 -7 -8 8 -10 11 -12 -13 13 -15 24 16 18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.00055305851294471713 -0.30792698065439861 -0.070122623443603524 15.467803476395146 1.3302770347065396 -12.038252878619591 -5.6355529785156255 3.5911273503303529 1.2317789870042066 -11.126876964569092 -5.0561025864737381 6.6020745393504265 1.1318652296066285 2.037486124753952 3.5730939414284446 -0.16592506991492378 -0.010062218189239502 -0.33181199040906179 3.0956553998947145 -4.1999768025534499 -0.10862452143329686 -2.7790258104150944 -1.2986772675173623 5.0566785316467291 0.097755158688712887 -2.2396679730415343 -1.8009671791740087 -2.1238263448385091 -0.19106065616607665 -0.99659092426300055 leaf_weight=355230 27 24 31 36 20 20 20 26 20 21 23 24 30 33 36 55 29 25 21 59 22 28 20 7210 20 23 26 25 20 leaf_count=355230 27 24 31 36 20 20 20 26 20 21 23 24 30 33 36 55 29 25 21 59 22 28 20 7210 20 23 26 25 20 internal_value=0 1.32439 4.39081 -2.43198 -5.51018 -0.734366 1.35125 0.00211213 -0.88096 0.841043 2.42024 -1.75585 0.00245039 1.0779 0.120441 0.0020976 -0.657128 0.343842 -2.0137 0.00242304 -0.866131 0.00266505 1.34939 0.00248669 -0.906548 -0.53815 -1.17895 0.534309 -0.333426 internal_weight=0 178 98 80 44 67 47 363026 139 119 74 45 362887 119 86 362768 179 103 76 362589 101 362488 48 362440 56 78 55 51 79 internal_count=363204 178 98 80 44 67 47 363026 139 119 74 45 362887 119 86 362768 179 103 76 362589 101 362488 48 362440 56 78 55 51 79 is_linear=0 shrinkage=0.01 Tree=846 num_leaves=23 num_cat=1 split_feature=3 17 12 2 1 18 3 19 1 3 3 2 0 25 3 2 13 0 14 6 17 2 split_gain=2.9435e+06 2.08618e+07 5.61612e+07 1.23371e+07 2.65686e+06 828460 810884 783510 1.07743e+06 4.03853e+06 5.54644e+06 2.66099e+06 765014 6.95903e+06 6.11901e+06 1.88469e+06 625045 1.81447e+06 755623 150026 57467.6 46803.8 threshold=2725.8677800000005 164.97000000000003 85.709000000000017 2682.0900000000006 263.08925000000005 2222.2060000000006 193.12912500000002 3260.8512500000006 2781.5828000000006 1118.1025000000002 511.93300000000005 49.227000000000011 1275.1415000000002 0 1282.3492500000004 210.00800000000001 942.81900000000007 531.22050000000013 1929.7000000000003 22.332262500000002 306.95700000000005 19.645125000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=5 2 3 4 21 7 19 8 12 10 11 -10 16 14 -14 -15 18 -18 -1 20 -7 -2 right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 15 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=0.0016534855027733279 0.2338796014052171 -6.0481336307525639 14.14203434249934 -6.0004703572591147 3.5212338378694326 -0.36859580176217216 -2.5909713819752569 1.675059592737151 -2.4320462030393104 -3.9945280930399893 4.5275435638427739 1.3234270635144463 1.6177973945438862 -0.69773397910920421 7.6980135231018068 0.51464219361020813 0.10979076959023848 1.8776670248017593 -1.0374184013562542 0.32247286224365235 -1.1175908823013305 -0.3854019861635955 leaf_weight=361602 26 32 34 30 36 21 23 28 54 32 22 29 96 293 20 228 397 68 70 20 20 23 leaf_count=361602 26 32 34 30 36 21 23 28 54 32 22 29 96 293 20 228 397 68 70 20 20 23 internal_value=0 1.27766 2.85098 -0.487244 1.4586 0.00209689 -0.990895 0.00232671 0.00219766 -0.884453 0.0633795 -1.11989 0.0025325 0.348777 2.45451 -0.164026 0.00192345 0.368319 0.00145238 -0.387588 -0.733959 -0.0568036 internal_weight=0 181 149 115 85 363023 84 362939 362911 137 105 83 362774 637 116 521 362137 465 361672 61 41 49 internal_count=363204 181 149 115 85 363023 84 362939 362911 137 105 83 362774 637 116 521 362137 465 361672 61 41 49 cat_boundaries=0 5 cat_threshold=512 134479872 4096 1073741824 16384 is_linear=0 shrinkage=0.01 Tree=847 num_leaves=23 num_cat=2 split_feature=6 18 0 8 18 7 8 7 5 7 8 0 24 8 6 10 25 5 0 21 0 16 split_gain=2.84227e+06 1.79985e+07 3.62111e+06 9.03399e+06 2.70308e+06 4.07323e+06 1.06123e+06 3.32137e+06 1.86765e+06 7.09245e+06 981838 794959 1.56896e+07 1.07801e+07 3.8856e+06 606460 7.86502e+06 900520 282866 114183 41169.9 14385.9 threshold=2976.3936000000008 31.118500000000001 2778.6210000000005 1148.5039000000004 2222.2060000000006 610.83000000000004 2971.7767500000004 998.30500000000018 2871.8940000000007 659.5150000000001 52.020500000000006 1884.2950000000003 0 11.089307000000003 293.37750000000005 111.71950000000002 1 1146.4585000000004 33.393000000000008 278.15600000000006 312.01600000000002 112.33422 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 left_child=4 2 3 10 6 19 8 18 11 20 -2 15 13 -13 -14 17 -17 -1 -8 21 -10 -6 right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 12 14 -15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=0.00067454978131057275 -0.16688427860672408 10.20733188676834 2.7271568632125853 -6.874505940391904 -0.34803429317474371 -5.4910474057631067 -0.11701562563578287 -3.5903673825119484 -0.38303088131405061 4.9290820556216772 2.5831716370582583 5.2418789745867249 -2.2929309629931929 -2.1992479377746581 0.72092938005924223 2.6101236980616069 0.049333165286929062 -0.51497457748317443 1.4183065676689148 -1.0689886306581042 -0.89557638397216799 0.03125254535675049 leaf_weight=354875 37 20 32 21 20 22 30 33 42 36 20 88 129 25 64 112 7173 339 20 21 25 20 leaf_count=354875 37 20 32 21 20 22 30 33 42 36 20 88 129 25 64 112 7173 339 20 21 25 20 internal_value=0 1.48107 -0.105517 -1.26764 0.0021759 -1.80226 0.00258849 -1.12803 0.00284707 1.34923 0.798048 0.00246484 0.511946 3.30329 -1.2298 0.00203476 0.0923535 0.000182438 0.497113 -0.471875 -0.574279 -0.158391 internal_weight=0 130 110 78 363074 83 362991 83 362908 103 57 362805 306 113 193 362499 7285 355214 50 61 67 40 internal_count=363204 130 110 78 363074 83 362991 83 362908 103 57 362805 306 113 193 362499 7285 355214 50 61 67 40 cat_boundaries=0 1 3 cat_threshold=202 8388608 262144 is_linear=0 shrinkage=0.01 Tree=848 num_leaves=26 num_cat=0 split_feature=4 10 7 11 0 2 0 0 1 1 2 4 1 4 0 19 0 19 0 26 9 0 2 26 10 split_gain=3.0192e+06 2.02122e+07 5.45254e+07 9.02097e+06 1.2174e+07 6.68104e+06 1.70732e+06 1.08485e+06 2.40437e+07 4.79452e+06 5.71482e+06 4.20027e+06 1.36246e+06 2.76983e+06 1.68293e+06 956912 1.24307e+06 828027 549756 3.49432e+06 1.40022e+06 537408 530943 244146 155179 threshold=2693.9010000000007 25.210000000000004 149.17670000000001 1670.1750000000002 992.19979999999998 1468.575 25.752200000000006 2778.6210000000005 2781.5828000000006 585.22500000000014 26.254000000000001 727.60250000000008 2781.5828000000006 629.95226050000008 22.611000000000004 1602.6720400000004 497.59550000000002 1352.1000000000001 1117.6621800000003 2022.5000000000002 1972.2770000000003 1117.6621800000003 405.12900000000008 2022.5000000000002 270.74340000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 5 4 -3 6 -2 12 9 10 23 -11 15 14 -14 17 22 18 20 -20 -1 -16 24 -9 -17 right_child=1 3 -4 -5 -6 -7 -8 8 -10 11 -12 -13 13 -15 21 16 -18 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=0.0020415044374538218 -0.30488905376858183 0.061332275650717999 15.315189051474295 1.4810148199866799 -10.23727416674296 -5.565257369995118 3.5499823427200319 1.2013125903789814 -11.026231708526611 -5.0162846610659644 6.5272319710772972 1.1076383590698242 2.0384017368952434 3.535102959835168 -0.16656769593556722 0.14140323317050935 -3.0144763357530939 1.5863064024665139 1.0236151409238667 -0.39204019211354807 -1.0018196936648527 -2.2110340929031373 -1.851056914556594 -0.18274190860390666 -0.82142708984288304 leaf_weight=361762 27 22 31 34 24 20 20 26 20 21 23 24 30 33 36 70 22 33 333 366 139 20 21 25 22 leaf_count=361762 27 22 31 34 24 20 20 26 20 21 23 24 30 33 36 70 22 33 333 366 139 20 21 25 22 internal_value=0 1.30473 4.34932 -2.42488 -5.31185 -0.72444 1.33548 0.00204049 -0.881233 0.823809 2.38908 -1.75019 0.00237881 1.07221 0.12715 0.00202787 -0.839732 0.00234124 0.00219708 0.282371 0.00165594 -0.896734 -0.416331 0.522855 -0.0888388 internal_weight=0 178 98 80 46 67 47 363026 139 119 74 45 362887 119 86 362768 135 362633 362600 699 361901 56 113 51 92 internal_count=363204 178 98 80 46 67 47 363026 139 119 74 45 362887 119 86 362768 135 362633 362600 699 361901 56 113 51 92 is_linear=0 shrinkage=0.01 Tree=849 num_leaves=27 num_cat=0 split_feature=4 10 7 8 0 2 0 0 1 1 2 4 1 3 26 19 0 19 15 9 0 8 2 26 18 0 split_gain=2.95911e+06 1.98099e+07 5.34404e+07 9.04193e+06 1.5161e+07 6.54809e+06 1.67335e+06 1.06327e+06 2.35653e+07 4.69911e+06 5.60109e+06 4.11669e+06 1.33534e+06 6.28028e+06 4.29334e+06 937870 1.21833e+06 811550 586432 1.57759e+06 758219 529848 520377 239287 155215 142844 threshold=2693.9010000000007 25.210000000000004 149.17670000000001 1973.6620000000003 804.19674500000008 1468.575 25.752200000000006 2778.6210000000005 2781.5828000000006 585.22500000000014 26.254000000000001 727.60250000000008 2781.5828000000006 543.62350000000004 2022.5000000000002 1602.6720400000004 497.59550000000002 1352.1000000000001 1305.4625000000003 7.7340000000000009 1117.6621800000003 9.3820000000000032 405.12900000000008 2022.5000000000002 922.84650000000011 116.97250000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 5 4 -3 6 -2 12 9 10 23 -11 15 21 -15 17 22 18 20 -20 -1 25 24 -9 -17 -14 right_child=1 3 -4 -5 -6 -7 -8 8 -10 11 -12 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.0018823217384672118 -0.30184014753059107 -0.083043753306070958 15.162036383844191 1.316090496910943 -11.8718541264534 -5.5096047668457029 3.5144826288223268 1.1892995218130258 -10.915969415664673 -4.9661219151814775 6.4619600121871281 1.0965620597203571 -0.66831100997924808 7.4826521263122565 1.209242977698644 0.13543411286783891 -2.9843316184932536 1.570443281621644 0.43480267431338626 -1.1917415500723798 0.33884783672734048 0.64972088495890301 -1.8325463285900299 -0.1809144703269005 -0.84320280983334506 -1.6997875766096444 leaf_weight=361688 27 24 31 36 20 20 20 26 20 21 23 24 25 20 24 71 22 33 105 138 669 21 21 25 21 29 leaf_count=361688 27 24 31 36 20 20 20 26 20 21 23 24 25 20 24 71 22 33 105 138 669 21 21 25 21 29 internal_value=0 1.29169 4.30583 -2.40064 -5.44159 -0.717196 1.32213 0.00202008 -0.872421 0.815571 2.36519 -1.73269 0.00235503 1.06149 4.06079 0.00200759 -0.831335 0.00231783 0.00217511 -0.488914 0.00250444 -0.6981 -0.412167 0.517626 -0.0879504 -1.22225 internal_weight=0 178 98 80 44 67 47 363026 139 119 74 45 362887 119 44 362768 135 362633 362600 243 362357 75 113 51 92 54 internal_count=363204 178 98 80 44 67 47 363026 139 119 74 45 362887 119 44 362768 135 362633 362600 243 362357 75 113 51 92 54 is_linear=0 shrinkage=0.01 Tree=850 num_leaves=26 num_cat=3 split_feature=7 18 12 5 4 2 7 10 2 14 10 4 25 0 0 4 2 0 2 8 24 9 24 16 26 split_gain=3.42409e+06 2.59672e+07 6.96842e+06 7.6696e+06 4.50191e+06 1.64167e+07 3.07219e+06 1.86829e+06 1.68319e+06 1.34752e+06 962579 8.70677e+06 827946 4.55915e+07 6.30472e+06 1.34414e+07 5.70176e+06 2.85685e+06 2.81207e+06 1.28112e+06 921866 853862 1.64299e+06 774531 19254.9 threshold=2822.9627650000007 313.78700000000003 1621.2640000000004 1908.1960000000001 2693.9010000000007 2682.0900000000006 14.459450000000002 202.87050000000002 189.07500000000002 172.72400000000002 3056.7500000000005 334.05380000000002 0 1884.2950000000003 2778.6210000000005 106.484285 148.53650000000002 591.40200000000016 873.09500000000014 350.23475000000002 1 1135.3321000000003 2 1188.6000000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 1 2 2 left_child=4 2 3 7 10 6 8 24 -6 -8 12 -12 13 17 21 16 -16 20 -19 -17 -1 23 -23 -14 -2 right_child=1 -3 -4 -5 5 -7 9 -9 -10 -11 11 -13 14 -15 15 19 -18 18 -20 -21 -22 22 -24 -25 -26 leaf_value=0.49003319890841562 -1.1628711001078289 11.278603409476903 4.7399958990378819 -6.0181609231454356 -0.058708410122815302 -9.9546651204427086 -3.4204473851521811 2.4514381942749024 3.4911428676952019 -0.27690847015380859 -1.578237535200621 6.4450644057137634 -0.00070041367537353758 12.027229520082473 -3.378420535389866 3.5105337486267092 -9.8656692997813238 0.88827456178573461 4.9826941795349118 0.1967733178819929 -0.030965172865434362 0.16672216182825517 -1.0149759462980901 0.60678732253823964 -0.74274860954284661 leaf_weight=359 24 23 22 27 34 21 30 25 22 25 38 21 357071 32 42 20 20 104 20 28 4257 235 226 210 20 leaf_count=359 24 23 22 27 34 21 30 25 22 25 38 21 357071 32 42 20 20 104 20 28 4257 235 226 210 20 internal_value=0 1.55829 -0.336342 -1.49967 -0.000351827 -1.84678 -0.312857 0.268436 1.33588 -1.99157 0.000320188 1.27751 0.000112385 0.130824 -0.00163428 -2.39533 -5.47108 0.0507866 1.54866 1.57751 0.0105489 -0.0008983 -0.430992 -0.000343349 -0.971906 internal_weight=0 141 118 96 362815 132 111 69 56 55 362683 59 362624 4772 357852 110 62 4740 124 48 4616 357742 461 357281 44 internal_count=362956 141 118 96 362815 132 111 69 56 55 362683 59 362624 4772 357852 110 62 4740 124 48 4616 357742 461 357281 44 cat_boundaries=0 6 7 8 cat_threshold=1048576 4 0 4194304 8421504 71303232 1 1814 is_linear=0 shrinkage=0.01 Tree=851 num_leaves=30 num_cat=1 split_feature=9 18 12 8 2 1 11 12 1 5 0 0 1 8 8 5 1 8 24 26 9 11 0 2 11 2 19 1 8 split_gain=3.13709e+06 2.89973e+07 1.07772e+07 3.69163e+06 3.05129e+06 6.70017e+06 3.03804e+06 2.49237e+06 3.60958e+06 1.16015e+06 3.12208e+06 782758 4.38792e+06 1.44998e+07 3.47291e+06 1.02646e+06 3.7319e+06 1.79395e+06 2.8717e+06 612183 592158 480162 1.18634e+06 753986 740878 1.78576e+06 693744 649922 423182 threshold=2854.0889000000006 313.78700000000003 2107.0655000000002 1581.7937000000002 2682.0900000000006 962.58510000000012 314.2625000000001 174.88700000000003 148.22950000000003 2871.8940000000007 1519.5755740000002 2778.6210000000005 354.74564000000004 46.751870000000004 64.460750000000019 1561.8224400000001 1892.2623000000001 761.67400000000009 0 2022.5000000000002 309.41100000000012 1085.4300000000001 1275.1415000000002 723.85250000000008 160.20298100000002 1468.575 430.74300000000011 555.56875000000014 214.54600000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 28 11 7 9 8 19 10 -7 15 14 -14 -13 21 17 18 -17 -6 -19 24 27 -24 26 -26 -1 -23 -2 right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12 12 13 -15 -16 16 -18 20 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 leaf_value=-0.0021556107750254115 -0.37035524625044602 11.444757984081905 4.7784797485351564 -6.0496682707468663 1.2909961433410644 -2.4785702896118162 -0.050740350541614347 -2.3341149648030601 5.1536602556109425 -2.4528992881774903 -7.8808554607888928 -2.4048949521283309 8.1777571363802313 -1.7728790104389192 2.5549210147857666 -0.51727058448190766 3.7429445416999587 -2.6401319332122801 1.6072266046102368 -1.1011957069065259 -0.61539666322561415 0.034380214303642152 -0.62391490321517706 -3.3369102413654326 0.10783760170839651 2.2567948429401103 0.39606973977393756 -0.95023992385183065 -2.3051772737503051 leaf_weight=356701 26 24 25 24 20 20 21 21 20 20 23 48 27 32 20 117 33 20 124 23 52 332 21 20 4561 39 438 84 20 leaf_count=356701 26 24 25 24 20 20 21 21 20 20 23 48 27 32 20 117 33 20 124 23 52 332 21 20 4561 39 438 84 20 internal_value=0 1.62362 -0.857503 -2.87035 -0.000281393 -1.34765 -3.3447 0.649395 1.6439 -4.44268 -5.36816 0.000342752 0.785282 2.7808 -0.946126 6.7785e-05 0.544477 0.207258 0.621058 0.0114517 -1.17782 -0.00045228 -0.32439 -1.94733 -4.30356e-05 0.126057 -0.00166722 -0.164437 -1.21158 internal_weight=0 119 95 70 362837 168 84 84 63 63 43 362669 127 59 68 362542 346 313 241 43 72 362196 457 41 361739 4600 357139 416 46 internal_count=362956 119 95 70 362837 168 84 84 63 63 43 362669 127 59 68 362542 346 313 241 43 72 362196 457 41 361739 4600 357139 416 46 cat_boundaries=0 1 cat_threshold=421 is_linear=0 shrinkage=0.01 Tree=852 num_leaves=33 num_cat=1 split_feature=7 18 12 5 2 0 14 1 0 1 24 5 2 1 2 7 26 1 0 8 21 3 19 14 18 3 14 7 2 0 7 7 split_gain=3.35227e+06 2.52141e+07 6.77205e+06 7.4429e+06 4.2872e+06 1.44935e+07 3.83243e+06 3.09241e+06 4.41695e+06 1.41678e+06 6.34526e+06 3.24448e+06 6.43716e+06 2.06969e+06 1.93213e+06 3.82696e+06 1.15932e+06 1.10961e+06 939545 855946 776209 1.57081e+06 796514 2.08085e+06 2.40558e+06 929352 663167 1.35702e+06 567018 554101 241786 106155 threshold=2822.9627650000007 313.78700000000003 1621.2640000000004 1908.1960000000001 2682.0900000000006 2778.6210000000005 252.03500000000003 1892.2623000000001 747.41500000000008 1892.2623000000001 0 1312.9050000000002 128.25750000000002 2781.5828000000006 967.39580000000012 83.765100000000018 2022.5000000000002 140.77500000000003 804.19674500000008 84.905000000000015 732.46910750000018 373.20250000000004 430.74300000000011 943.12925000000007 520.37250000000006 228.9785 680.43750000000011 287.701075 17.831000000000003 1117.6621800000003 270.07350000000002 43.433400000000006 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 28 9 6 7 8 17 20 11 12 13 -11 16 -16 -12 -6 -14 -18 22 30 26 25 -25 -24 29 -28 -2 -1 31 -22 right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 14 -13 18 -15 15 -17 19 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31 -32 -33 leaf_value=-0.00041066089036743617 1.1633293958391462 11.120180267665697 4.6792005727507853 -5.9231274696632674 1.2547217224739693 -8.3194215407194925 -3.8761897361278534 -2.6079751777648927 5.5595845022201535 2.3626563564936318 -2.8115829693304528 6.3319791431427008 -2.4659847159612749 6.5605584574782334 3.7434106738750752 -1.3864952969551088 -1.4993301109934962 -1.4724360038757325 0.52534435090564546 0.77239631820608068 -0.18776492550739876 -2.7643453295477509 -0.047788117909482841 -0.5653477212786675 3.3549842915005157 0.93950711617867155 0.0031652611431535818 -0.97864229736734898 -0.64988670349121092 0.29159823215044406 -0.97643244743347168 0.59481715798377988 leaf_weight=360228 35 23 22 27 37 27 24 24 20 24 37 20 21 23 26 33 43 25 21 27 130 29 464 24 45 120 423 211 34 651 38 20 leaf_count=360228 35 23 22 27 37 27 24 24 20 24 37 20 21 23 26 33 43 25 21 27 130 29 464 24 45 120 423 211 34 651 38 20 internal_value=0 1.54186 -0.325099 -1.47192 -0.000350297 -1.65248 -0.267804 0.54919 1.47324 0.000364933 0.717862 2.46624 1.87464 4.41695 -0.545856 0.874141 -1.37986 0.155061 -0.97032 -0.623093 -0.000179551 -0.598081 0.000178695 0.349117 1.99139 0.155081 -0.00045159 -0.323588 0.269861 0.000116102 -0.263923 -0.0834206 internal_weight=0 141 118 96 362815 157 130 106 82 362658 275 109 89 47 166 59 107 62 42 70 362383 217 362166 653 69 584 361513 634 69 360879 188 150 internal_count=362956 141 118 96 362815 157 130 106 82 362658 275 109 89 47 166 59 107 62 42 70 362383 217 362166 653 69 584 361513 634 69 360879 188 150 cat_boundaries=0 1 cat_threshold=2348 is_linear=0 shrinkage=0.01 Tree=853 num_leaves=33 num_cat=1 split_feature=7 2 9 2 0 14 3 1 0 6 1 25 0 26 3 12 2 7 7 1 21 3 19 14 11 3 14 7 11 7 7 3 split_gain=3.28556e+06 2.26389e+07 4.33036e+06 4.20189e+06 1.42051e+07 3.75617e+06 3.08188e+06 3.03088e+06 4.32905e+06 1.86845e+06 1.38859e+06 3.91023e+06 6.22532e+06 6.4812e+06 3.7126e+06 3.43863e+06 2.34148e+06 1.90008e+06 1.68191e+06 1.08753e+06 760763 1.53955e+06 780663 2.03944e+06 2.06182e+06 910858 649970 1.33002e+06 634512 236975 104043 90747.1 threshold=2822.9627650000007 2682.0900000000006 827.32299999999998 2682.0900000000006 2778.6210000000005 252.03500000000003 815.10500000000013 1892.2623000000001 747.41500000000008 652.29725000000008 1892.2623000000001 0 887.79240000000016 2022.5000000000002 748.6165000000002 1017.6685000000001 549.23035000000016 62.433000000000007 83.765100000000018 140.77500000000003 732.46910750000018 373.20250000000004 430.74300000000011 943.12925000000007 182.83984000000004 228.9785 680.43750000000011 287.701075 172.59900000000002 270.07350000000002 43.433400000000006 0.74700000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 9 10 5 7 -4 8 19 31 20 15 14 -14 17 16 -12 -13 -18 -5 22 29 26 25 -25 -24 28 -28 -1 30 -22 -2 right_child=1 -3 6 4 -6 -7 -8 -9 -10 -11 11 12 13 -15 -16 -17 18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31 -32 -33 leaf_value=-0.0013256727576732991 0.17438411019065164 8.6348259241440708 -0.36978576660156248 1.2421744576015987 -8.2362272827713578 -3.8374278251330058 -5.6683778920380963 -2.5818954690297442 5.5039886660575874 3.384412598382859 -3.5659288399036115 -1.2144088012064007 8.2838902740478506 0.64643043899536135 3.8100187866776078 2.5950467552309453 1.8511619536081949 2.0403020308911799 -1.9876783885955811 -1.4577116744995118 -0.18588727034055272 -2.7367018752262511 -0.047310236110512556 4.5849134486062182 0.82809801618258161 0.93011205281938114 0.0031336153868418495 -0.96885587214293634 0.12216301193236952 -0.96666810612929499 0.58886900877952575 -0.75632636737823489 leaf_weight=356669 22 34 21 37 27 24 23 24 20 21 39 71 25 20 27 23 21 24 25 25 130 29 464 21 48 120 423 211 4210 38 20 20 leaf_count=356669 22 34 21 37 27 24 23 24 20 21 39 71 25 20 27 23 21 24 25 25 130 29 464 21 48 120 423 211 4210 38 20 20 internal_value=0 1.52644 -0.732295 -0.000346794 -1.63595 -0.265126 -3.1395 0.543698 1.45851 0.94893 0.000361284 0.710683 1.61379 4.88946 0.537826 -0.76443 -1.7634 -0.392166 -0.235164 0.153511 -0.000177755 -0.5921 0.000176908 0.345625 1.97148 0.15353 -0.000447074 -0.320352 0.000114941 -0.261284 -0.0825864 -0.268811 internal_weight=0 141 107 362815 157 130 44 106 82 63 362658 275 167 45 122 108 85 95 46 62 362383 217 362166 653 69 584 361513 634 360879 188 150 42 internal_count=362956 141 107 362815 157 130 44 106 82 63 362658 275 167 45 122 108 85 95 46 62 362383 217 362166 653 69 584 361513 634 360879 188 150 42 cat_boundaries=0 5 cat_threshold=32768 0 0 1073741824 4194304 is_linear=0 shrinkage=0.01 Tree=854 num_leaves=24 num_cat=2 split_feature=7 18 12 5 4 2 7 3 10 1 10 4 25 1 1 2 2 3 24 4 5 18 3 split_gain=3.22017e+06 2.46802e+07 6.64461e+06 7.39099e+06 4.358e+06 1.56194e+07 2.99308e+06 1.89467e+06 1.84858e+06 1.73678e+06 939337 8.50723e+06 810676 2.00613e+07 6.07652e+06 1.15046e+07 2.341e+06 2.3188e+06 1.31519e+06 753781 2.10687e+06 854351 77335.2 threshold=2822.9627650000007 313.78700000000003 1621.2640000000004 1908.1960000000001 2693.9010000000007 2682.0900000000006 14.459450000000002 1118.1025000000002 202.87050000000002 72.937500000000014 3056.7500000000005 334.05380000000002 0 1892.2623000000001 2781.5828000000006 1827.1555000000001 1827.1555000000001 511.93300000000005 1 1888.1190000000004 1561.8224400000001 1734.8725725000002 9.6251120000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 left_child=4 2 3 8 10 6 9 -8 22 -6 12 -12 13 16 19 17 18 -16 -1 21 -21 -14 -2 right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 11 -13 14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 leaf_value=0.34794791980423911 -0.58726321220397948 10.987552644480829 4.6210772041840986 -5.9075476582845061 -0.0060689222150378756 -9.7255800447009868 -0.46231846896084877 -4.2509249531139028 2.4352578170776371 3.6692904706001279 -1.5608388459055047 6.3699896957760771 -0.0014348591546364531 8.148054319812406 -1.8544685655529216 -9.0235390899294892 2.9602319043023244 1.7300282702079188 -0.03661237794152436 0.16136288623786665 3.5088726110043735 0.93238807858253014 -1.4292287702560424 leaf_weight=1178 24 23 22 27 36 21 33 22 25 20 38 21 357522 31 59 21 28 26 3535 103 23 98 20 leaf_count=1178 24 23 22 27 36 21 33 22 25 20 38 21 357522 31 59 21 28 26 3535 103 23 98 20 internal_value=0 1.51118 -0.335911 -1.47189 -0.000343326 -1.81702 -0.320807 -1.97776 0.263805 1.30656 0.000317861 1.262 0.000112582 0.129454 -0.00161577 -2.39554 0.0772955 -0.758034 0.0601679 -0.000906496 0.772416 -0.00117896 -0.969975 internal_weight=0 141 118 96 362815 132 111 55 69 56 362683 59 362624 4772 357852 106 4741 85 4713 357746 126 357620 44 internal_count=362956 141 118 96 362815 132 111 55 69 56 362683 59 362624 4772 357852 106 4741 85 4713 357746 126 357620 44 cat_boundaries=0 6 7 cat_threshold=1048576 4 0 4194304 8421504 71303232 7 is_linear=0 shrinkage=0.01 Tree=855 num_leaves=27 num_cat=1 split_feature=16 3 25 1 1 7 12 3 6 3 3 5 6 2 3 1 1 10 15 1 26 1 15 5 5 14 split_gain=3.38938e+06 8.94361e+06 950304 6.18213e+07 6.39555e+06 1.4095e+07 1.50495e+07 2.00751e+07 3.97803e+06 1.55006e+07 3.41239e+06 3.07571e+06 3.77005e+06 2.59926e+06 2.37249e+06 1.89044e+06 5.01905e+06 1.83446e+06 3.49996e+06 1.57654e+06 1.51181e+06 1.1857e+06 1.61276e+06 1.05506e+06 797552 403072 threshold=3006.0949125000006 1118.1025000000002 0 2781.5828000000006 2781.5828000000006 2822.9627650000007 17.514500000000002 1890.7105500000002 2976.3936000000008 1890.7105500000002 373.20250000000004 923.46450000000016 519.7600000000001 2682.0900000000006 1493.1141200000004 860.12500000000011 1461.4925000000003 1935.1350000000002 304.21400000000006 314.66480000000007 2022.5000000000002 585.22500000000014 489.64450000000005 144.82300000000001 2871.8940000000007 285.55675000000008 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 25 3 11 8 6 7 10 13 19 -6 15 -13 17 20 21 -17 24 -19 23 -15 22 -1 -10 -4 -2 right_child=1 -3 4 -5 5 -7 -8 -9 9 -11 -12 12 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.065049547949364267 0.98109526475270592 -7.8519949312210091 -0.00065729041703355303 17.275416826520647 -1.6980437738153171 -9.6795546667916437 5.3436168150901793 -11.678118585586549 -0.26136259709085741 9.8676925468444825 3.1496787433624269 0.21241672204091 -4.2752523136138914 0.72784068767841048 -4.1155542016912392 4.5231530322450579 -1.0803923125420847 0.094163335216672805 3.5607759376366932 -2.1052318115234376 -1.9910324285196703 -1.813364634369359 2.1126753544807433 2.7458548548221589 1.1336251906329586 -0.800006332397461 leaf_weight=2805 24 20 359562 21 53 21 30 20 28 20 20 39 36 39 27 33 31 95 42 25 43 33 39 20 62 27 leaf_count=2805 24 20 359562 21 53 21 30 20 28 20 20 39 36 39 27 33 31 95 42 25 43 33 39 20 62 27 internal_value=0 -2.18442 0.000690747 0.17655 -0.000797262 -2.10783 -0.815094 -2.80178 4.56148e-05 2.06798 -0.369901 0.0580784 -1.94166 -0.000488794 -1.54448 0.109075 1.80894 -2.09967e-05 1.15692 -0.0689295 -0.69791 0.0712608 0.0931288 0.991645 -0.000461738 0.0381591 internal_weight=0 71 363144 3037 360107 144 123 93 359963 93 73 3016 75 359870 109 2941 64 359761 137 73 82 2877 2844 48 359624 51 internal_count=363215 71 363144 3037 360107 144 123 93 359963 93 73 3016 75 359870 109 2941 64 359761 137 73 82 2877 2844 48 359624 51 cat_boundaries=0 6 cat_threshold=1048576 0 0 0 2048 67127296 is_linear=0 shrinkage=0.01 Tree=856 num_leaves=24 num_cat=0 split_feature=13 4 9 2 4 2 13 3 4 26 3 3 2 2 7 10 17 3 7 18 3 7 0 split_gain=3.69697e+06 7.75378e+06 3.08871e+06 2.382e+07 3.7734e+06 2.75303e+06 1.33411e+07 4.79064e+07 3.6392e+06 2.07382e+06 1.78053e+06 1.35168e+06 6.03647e+06 2.62801e+06 4.58659e+06 1.17065e+06 2.83663e+06 1.53589e+06 675259 659814 3.17638e+06 884004 460277 threshold=3214.9168000000004 1116.5450000000003 2854.0889000000006 1827.1555000000001 974.87180000000001 2682.0900000000006 303.28500000000003 2725.8677800000005 7.273200000000001 2022.5000000000002 373.20250000000004 2725.8677800000005 1468.575 784.03650000000005 60.171399999999998 1935.1350000000002 860.52100000000007 10.186750000000002 6.4230000000000009 1022.0625000000001 228.9785 2822.9627650000007 33.999500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 22 5 4 18 11 7 8 9 -7 -10 15 13 14 -13 19 17 -17 -4 21 -21 -1 -2 right_child=1 -3 3 -5 -6 6 -8 -9 10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 leaf_value=0.00072816600508402384 -0.6207205598694937 -6.3936996541704447 1.6672926588411685 11.487272743225098 -4.5403580337762834 4.0039743199841729 5.1057977852997958 -14.785471995060261 -3.8476695041656495 0.030053108533223471 -0.10737005669730051 -0.87929582807752826 5.7933557666431774 -3.2536413813829421 4.8761707115173341 1.3806217160591712 4.4002753064632421 -0.87892919672386982 -0.61349629364013669 0.14651307811010247 -2.3618247943765978 -1.2788372986404983 1.2809794006347657 leaf_weight=362313 35 28 27 20 20 29 27 26 20 24 35 45 22 20 20 65 20 56 25 196 68 54 20 leaf_count=362313 35 28 27 20 20 29 27 26 20 24 35 45 22 20 20 65 20 56 25 196 68 54 20 internal_value=0 -2.10999 0.000743307 1.8328 -0.848995 0.000279035 -1.30708 -2.59923 0.334492 2.20446 -1.46748 0.000859078 1.12464 -0.0837379 0.891617 0.000527618 0.911531 0.334879 0.57076 0.000173397 -0.499574 0.000537485 0.0708067 internal_weight=0 83 363132 92 72 363040 161 134 108 53 55 362879 107 85 65 362772 141 121 52 362631 264 362367 55 internal_count=363215 83 363132 92 72 363040 161 134 108 53 55 362879 107 85 65 362772 141 121 52 362631 264 362367 55 is_linear=0 shrinkage=0.01 Tree=857 num_leaves=23 num_cat=0 split_feature=13 1 9 2 5 8 4 1 5 0 2 4 0 16 2 4 8 8 15 3 8 5 split_gain=3.6234e+06 7.75284e+06 3.02724e+06 2.3346e+07 3.99924e+06 3.54867e+06 7.88076e+06 797638 1.88185e+07 1.8465e+07 8.20571e+06 3.91175e+06 1.64789e+06 669721 586098 2.95671e+06 972299 924498 1.90163e+06 557102 42961 27204.9 threshold=3214.9168000000004 2781.5828000000006 2854.0889000000006 1827.1555000000001 670.57570000000021 2971.7767500000004 1522.8167500000002 2781.5828000000006 14.489570000000002 1519.5755740000002 1827.1555000000001 559.40605000000016 53.860000000000007 362.14375000000007 2682.0900000000006 1292.0010000000002 25.728847500000004 1973.6620000000003 399.7242500000001 1118.1025000000002 151.3821025 5.7782500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 5 4 20 7 21 14 9 12 11 -10 -9 -2 17 16 -16 19 -19 -1 -4 -7 right_child=1 -3 3 -5 -6 6 -8 8 10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.00015912541725286285 0.44193696498870849 -7.5132257690429682 0.84641116315668286 11.37239956665039 -3.6291062269210816 0.32708265145619714 -7.2059569358825684 2.9636638745535975 -3.0505986576080324 12.274575556800478 -7.654049472808838 2.8828480806350707 -0.74528807449340817 -1.6812065343062081 0.8274341601313967 -3.4796836616253031 -1.4557196741837723 1.758182395848632 -1.4264695175170901 0.28591847343528726 1.4867874660491944 -0.1657669010616484 leaf_weight=361932 39 20 22 20 30 24 22 23 25 21 24 20 25 24 66 29 26 75 25 682 20 21 leaf_count=361932 39 20 22 20 30 24 22 23 25 21 24 20 25 24 66 29 26 75 25 682 20 21 internal_value=0 -2.08889 0.000735874 1.81447 -0.840505 0.000276244 -2.30093 0.000701016 0.760819 4.4536 -2.93196 -0.413511 1.03192 -0.36688 0.000411914 -0.695445 0.182195 0.000644049 0.962019 0.000378926 1.15135 0.0970862 internal_weight=0 83 363132 92 72 363040 67 362973 138 69 69 45 48 63 362835 121 92 362714 100 362614 42 45 internal_count=363215 83 363132 92 72 363040 67 362973 138 69 69 45 48 63 362835 121 92 362714 100 362614 42 45 is_linear=0 shrinkage=0.01 Tree=858 num_leaves=21 num_cat=0 split_feature=13 1 9 2 4 8 4 10 18 13 4 11 11 1 10 8 3 16 1 10 split_gain=3.55129e+06 7.59855e+06 2.967e+06 2.28814e+07 3.66782e+06 3.47805e+06 7.72393e+06 1.19379e+06 2.78373e+06 1.33425e+06 1.6962e+06 1.23492e+06 1.14539e+06 1.53338e+06 9.00508e+06 704648 692906 656394 353414 24541 threshold=3214.9168000000004 2781.5828000000006 2854.0889000000006 1827.1555000000001 974.87180000000001 2971.7767500000004 1522.8167500000002 1935.1350000000002 761.11275000000012 52.486000000000011 347.81250000000006 1230.4050000000002 3182.0603000000006 2781.5828000000006 27.152000000000005 1973.6620000000003 33.25502500000001 362.14375000000007 39.031250000000007 45.420750000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 17 5 4 18 7 19 12 9 10 -9 -11 13 15 -15 -1 -14 -2 -4 -7 right_child=1 -3 3 -5 -6 6 -8 8 -10 11 -12 -13 16 14 -16 -17 -18 -19 -20 -21 leaf_value=-8.3610910091232431e-05 0.43751758850537814 -7.4380935764312746 -0.19559957912990025 11.258675380706787 -4.4714532027244571 0.31456137398878736 -7.1338971952958534 0.22810994514397212 4.3610427666902538 -2.4223417010674111 3.4055963510274889 0.60422682659966609 -0.45268438105583192 2.2990572312899999 -4.8743387185959595 0.87999194354801391 -2.9166597639946712 -1.6643945113817851 1.4581094455718995 -0.15353722708565851 leaf_weight=362556 39 20 28 20 20 24 22 56 20 26 24 28 25 105 21 91 21 24 24 21 leaf_count=362556 39 20 28 20 20 24 22 56 20 26 24 28 25 105 21 91 21 24 24 21 internal_value=0 -2.068 0.000728515 1.79633 -0.8321 0.000273482 -2.27792 0.000694006 0.880953 0.361537 1.18136 -0.85301 0.000320376 0.000520451 1.10349 0.000137229 -1.57754 -0.363211 0.567651 0.0961154 internal_weight=0 83 363132 92 72 363040 67 362973 154 134 80 54 362819 362773 126 362647 46 63 52 45 internal_count=363215 83 363132 92 72 363040 67 362973 154 134 80 54 362819 362773 126 362647 46 63 52 45 is_linear=0 shrinkage=0.01 Tree=859 num_leaves=23 num_cat=1 split_feature=17 4 9 6 8 4 2 0 5 8 26 15 0 25 1 1 12 1 10 7 9 17 split_gain=2.17096e+06 1.25743e+07 3.19006e+06 2.78512e+07 4.54883e+06 9.43768e+06 4.16237e+06 2.18837e+06 1.61126e+06 738045 2.79308e+06 1.05594e+06 1.77456e+06 708571 4.85536e+07 7.21432e+06 1.87607e+07 2.31481e+06 1.94996e+06 458303 34781.2 2228.12 threshold=2221.3567500000004 1522.8167500000002 2854.0889000000006 2976.3936000000008 2971.7767500000004 1522.8167500000002 967.39580000000012 241.93077950000003 584.10300000000018 1973.6620000000003 2022.5000000000002 610.65000000000009 69.12260000000002 0 2781.5828000000006 2781.5828000000006 7.3327500000000008 786.89439000000004 1935.1350000000002 55.071960000000011 30.402000000000005 3600.16113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=2 7 4 6 9 19 8 20 -4 13 -11 12 -12 14 17 18 -17 -1 -15 -6 21 -2 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 11 -13 -14 15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=0.02823201988610935 -0.084592520594596862 -7.0701658801374769 1.4587122699541923 11.205052868525188 1.0687311477661134 -8.1599513317289798 -5.018896193027496 3.4361479938030244 -1.92586670962247 3.2052078101214239 -1.1426066280901432 -2.2084134845733643 2.3384777542396828 -0.0013488151729416167 14.00748250732422 -4.9362215354442593 5.3116634715121727 1.3734941460352679 1.3124921759039956 -0.94477835801931531 -0.62853041000366217 -0.23026413611003332 leaf_weight=7953 21 29 39 24 20 21 20 20 22 34 32 20 27 354490 25 80 23 130 113 26 25 21 leaf_count=7953 21 29 39 24 20 21 20 20 22 34 32 20 27 354490 25 80 23 130 113 26 25 21 internal_value=0 -1.36756 0.0006902 1.74347 0.000186083 -2.6052 -1.05997 0.533307 0.238044 0.000667064 0.80871 -0.222693 0.450432 0.000415395 0.0927902 -0.00169871 -2.64786 0.0498681 -0.000930138 -0.0693394 -0.333213 -0.157428 internal_weight=0 116 363099 105 362994 67 81 87 61 362927 113 79 59 362814 8108 354706 103 8083 354603 46 67 42 internal_count=363215 116 363099 105 362994 67 81 87 61 362927 113 79 59 362814 8108 354706 103 8083 354603 46 67 42 cat_boundaries=0 6 cat_threshold=1048576 65540 80 0 34944 67110912 is_linear=0 shrinkage=0.01 Tree=860 num_leaves=38 num_cat=4 split_feature=2 10 7 3 17 12 1 0 9 6 14 6 24 25 10 8 8 25 8 3 1 7 9 3 11 26 2 8 0 2 1 0 24 0 11 11 3 split_gain=6.66252e+06 1.79507e+07 7.72886e+07 1.32193e+07 7.62609e+06 6.58625e+06 5.69678e+06 1.5093e+06 1.46807e+06 1.75213e+06 4.73883e+06 549603 2.54744e+06 3.11676e+06 5.42084e+06 3.02151e+06 2.53875e+06 1.79908e+06 1.73373e+06 1.67585e+06 1.54769e+06 1.35577e+06 1.04852e+06 991170 2.24404e+06 805042 1.2451e+06 780925 644396 4.15412e+06 1.69017e+06 436808 3.52705e+06 730162 434017 385384 365.044 threshold=2682.0900000000006 348.10000000000002 46.905000000000008 1493.1141200000004 535.0725000000001 911.29109000000005 678.28840000000002 6.4425000000000017 2854.0889000000006 1000.0509250000001 1061.9390000000003 203.26450000000003 0 1 1935.1350000000002 1350.3896175000002 912.87025000000017 2 1350.3896175000002 543.62350000000004 1098.6214000000002 401.27229150000005 658.43074000000013 1890.7105500000002 355.25000000000006 2022.5000000000002 81.403750000000016 912.87025000000017 1884.2950000000003 673.68310000000008 786.89439000000004 1275.1415000000002 3 561.94500000000005 494.63774999999993 11.955 2725.8677800000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=8 2 3 6 5 -3 7 -2 11 35 -11 23 17 14 15 -14 19 21 22 -15 -18 27 -19 28 25 26 -25 -13 31 30 -30 33 -33 -1 -23 -10 -27 right_child=1 4 -4 -5 -6 -7 -8 -9 9 10 -12 12 13 16 -16 -17 20 18 -20 -21 -22 34 -24 24 -26 36 -28 -29 29 -31 -32 32 -34 -35 -36 -37 -38 leaf_value=-0.00092338956914519022 1.1579516867933601 -3.1966974034802669 17.248546725186433 -7.3658564125407828 -7.4145586004257202 4.1568259684244797 6.0337078876495367 -2.4128945055007938 0.84230062998258148 -5.8406995159646735 0.72964824948992046 -0.32317614863928462 0.3852544520603724 -0.045129704002446688 4.6786635463468489 2.4875382426758885 -0.81246601419134457 0.035445605066948417 2.1816295173433096 1.071922665615471 -3.4653155201879042 -1.0222584070843548 -1.0328330702687651 -1.3531252418518067 -3.9480172843933103 -1.2902887702810353 1.478343988744224 -2.207474755100582 -0.47506321366266768 -3.865397240817547 2.1052925895922114 1.683756646705886 -0.64471992766132236 -0.24842251876032723 -2.2093644350453427 -0.78560455553459407 -1.2362696907737039 leaf_weight=355299 29 29 33 22 20 21 20 20 26 23 21 503 1843 1555 31 71 91 1277 36 147 29 67 99 25 20 29 41 23 110 32 33 108 138 1196 57 33 22 leaf_count=355299 29 29 33 22 20 21 20 20 26 23 21 503 1843 1555 31 71 91 1277 36 147 29 67 99 25 20 29 41 23 110 32 33 108 138 1196 57 33 22 internal_value=0 1.85282 4.13831 -0.615956 -2.19574 -0.108218 1.53619 -0.299537 -0.000853456 -1.19455 -2.70485 -0.000514638 0.0958042 0.250105 0.527712 0.463239 -0.0475069 -0.186391 0.0151563 0.051349 -1.45357 -0.61781 -0.0414146 -0.00208707 -0.852501 -0.323353 0.405818 -0.405569 -0.00176065 -0.608429 0.120404 -0.00146304 0.419775 -0.00175372 -1.56794 -0.0682226 -1.26699 internal_weight=0 194 124 91 70 50 69 49 362985 103 44 362882 5829 3767 1945 1914 1822 2062 1412 1702 120 650 1376 357053 137 117 66 526 356916 175 143 356741 246 356495 124 59 51 internal_count=363179 194 124 91 70 50 69 49 362985 103 44 362882 5829 3767 1945 1914 1822 2062 1412 1702 120 650 1376 357053 137 117 66 526 356916 175 143 356741 246 356495 124 59 51 cat_boundaries=0 1 8 15 16 cat_threshold=234 2211876 142902848 67113744 67108865 21504 16642 4 134234116 134480896 135266576 1073741824 4194304 0 4 1130 is_linear=0 shrinkage=0.01 Tree=861 num_leaves=36 num_cat=4 split_feature=2 4 26 6 0 0 4 4 12 0 2 26 6 24 14 17 4 24 5 4 2 7 9 24 16 11 2 2 24 0 0 14 2 0 5 split_gain=6.52993e+06 2.43155e+07 2.51184e+07 5.74754e+06 5.64284e+06 5.62083e+06 2.25947e+06 1.78813e+06 2.75429e+06 4.70303e+06 2.356e+06 903378 561564 2.27595e+06 2.06827e+06 1.59274e+06 1.15522e+06 1.934e+06 1.11746e+06 6.35884e+06 966019 877739 905633 615572 735335 599431 579830 542686 427784 3.876e+06 3.53846e+06 375592 325847 210576 181680 threshold=2682.0900000000006 2693.9010000000007 2022.5000000000002 60.407300000000006 1519.5755740000002 1519.5755740000002 1116.5450000000003 2693.9010000000007 28.875177000000004 1275.1415000000002 1107.4580000000003 2022.5000000000002 203.26450000000003 0 1929.7000000000003 403.58625000000012 40.805000000000007 1 622.44110000000012 209.38800000000003 549.23035000000016 912.83060000000012 1135.3321000000003 2 56.280000000000008 3182.0603000000006 64.448520000000016 440.27500000000003 3 2778.6210000000005 2778.6210000000005 680.43750000000011 17.427500000000006 171.22315000000003 305.32623000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 left_child=7 3 -3 5 6 11 -5 12 10 -10 32 -2 21 15 16 18 27 -18 20 -20 -14 25 23 24 -23 28 34 -15 30 -30 -1 -25 -9 -28 -17 right_child=1 2 -4 4 -6 -7 -8 8 9 -11 -12 -13 13 14 -16 26 17 -19 19 -21 -22 22 -24 31 -26 -27 33 -29 29 -31 -32 -33 -34 -35 -36 leaf_value=0.010679377639946728 1.6415564593562375 0.85648419952392574 16.705282485961913 -1.6249624787607502 -5.435339028494699 6.5820959701538087 2.5653797773881393 -0.56651058204246296 -0.43135270459311353 -6.7805007162094117 2.6556643714075507 -0.97002910357255201 -0.1233406623277389 0.077090154357461999 2.5462392686542712 -1.0208715530678079 0.85184904049706944 0.16919496067908163 4.1605302654168543 -0.57433941506422481 -0.98988009050175862 -0.47097427381894974 -2.2999071044921875 -0.052028274339873615 -2.1089347816258668 -1.6158035279356915 -2.6041155185699463 -0.61570770676930742 -0.010098028712159521 -3.2916410534911691 2.7846065151173134 1.3995147323608399 -2.1841171512603759 -1.48008041138649 0.188591074736222 leaf_weight=149251 27 20 20 31 28 20 22 33 28 20 23 26 1282 1957 38 27 586 1423 39 104 143 191 25 164 32 23 25 120 207256 36 46 20 20 50 23 leaf_count=149251 27 20 20 31 28 20 22 33 28 20 23 26 1282 1957 38 27 586 1423 39 104 143 191 25 164 32 23 25 120 207256 36 46 20 20 50 23 internal_value=0 1.8343 8.78088 0.0299884 -1.80401 2.06498 0.114425 -0.000844635 -1.20149 -3.07683 -0.0170646 0.360401 -0.00043434 0.0970289 0.223487 -0.211086 0.202432 0.373399 -0.125731 0.716989 -0.210299 -0.00202222 -0.452505 -0.339028 -0.675717 -0.00147651 -1.29866 0.0370633 -0.00137238 -0.0106674 0.0115333 0.100297 -1.17693 -1.85476 -0.464519 internal_weight=0 194 40 154 81 73 53 362985 124 48 76 53 362861 5817 4124 1693 4086 2009 1568 143 1425 357044 432 407 223 356612 125 2077 356589 207292 149297 184 53 75 50 internal_count=363179 194 40 154 81 73 53 362985 124 48 76 53 362861 5817 4124 1693 4086 2009 1568 143 1425 357044 432 407 223 356612 125 2077 356589 207292 149297 184 53 75 50 cat_boundaries=0 1 2 3 4 cat_threshold=202 261 3844 87 is_linear=0 shrinkage=0.01 Tree=862 num_leaves=27 num_cat=1 split_feature=2 4 26 3 10 0 1 4 12 3 2 1 18 21 5 9 1 26 3 14 0 25 10 3 5 2 split_gain=6.39998e+06 2.38317e+07 2.46186e+07 1.1809e+07 2.99949e+06 6.36198e+06 2.32492e+06 1.75255e+06 2.69948e+06 5.93398e+06 2.30912e+06 589298 584598 1.7963e+06 3.21089e+06 1.0369e+06 831974 4.08999e+06 5.68806e+06 814675 803567 2.67878e+06 744011 690186 606656 319363 threshold=2682.0900000000006 2693.9010000000007 2022.5000000000002 2725.8677800000005 348.10000000000002 688.40820000000008 144.83500000000001 2693.9010000000007 28.875177000000004 1282.3492500000004 1107.4580000000003 1256.4300000000001 1734.8725725000002 248.13030750000004 367.52900000000005 2854.0889000000006 2781.5828000000006 2022.5000000000002 373.20250000000004 143.90000000000003 1884.2950000000003 0 3056.7500000000005 373.20250000000004 670.57570000000021 17.427500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=7 3 -3 4 5 6 -2 12 10 -10 25 -6 15 14 19 16 20 18 -18 -14 22 -22 -1 -19 -17 -9 right_child=1 2 -4 -5 11 -7 -8 8 9 -11 -12 -13 13 -15 -16 24 17 23 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.00045531722803547668 1.7303940810097589 0.84791915130615236 16.538229095458984 -7.1380705690383914 -2.2442139218070292 5.6265714905478736 -2.3397942501565687 -0.56084545561761567 -0.074474880354745046 -7.2062858753204342 2.629107788438382 0.12751812934875489 1.0842226824079242 -1.3490353523939849 4.0840114739735922 -0.35734771914598418 0.24831370729388613 -0.030539676547050476 6.905834038144067 -1.2526578132922834 0.69172504768715248 -1.3417835449154785 1.2446266144514084 -2.2481003610610961 -2.1639827447779036 -2.1622759523391726 leaf_weight=362249 36 20 20 20 22 33 23 33 28 20 23 20 35 32 30 41 33 32 21 26 101 154 48 25 34 20 leaf_count=362249 36 20 20 20 22 33 23 33 28 20 23 20 35 32 30 41 33 32 21 26 101 154 48 25 34 20 internal_value=0 1.81595 8.69307 0.0296885 1.0995 2.11039 0.14371 -0.000835907 -1.18948 -3.04606 -0.0168939 -1.11482 -0.000429715 0.688861 1.40548 -0.000663445 -0.000420308 0.865199 2.83735 0.0881753 -0.000685328 -0.561847 -0.000290359 -1.00315 -1.17636 -1.16516 internal_weight=0 194 40 154 134 92 59 362985 124 48 76 42 362861 123 91 362738 362663 111 54 61 362552 255 362297 57 75 53 internal_count=363179 194 40 154 134 92 59 362985 124 48 76 42 362861 123 91 362738 362663 111 54 61 362552 255 362297 57 75 53 cat_boundaries=0 4 cat_threshold=1081344 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=863 num_leaves=33 num_cat=2 split_feature=1 14 0 0 0 3 0 24 7 6 3 6 1 8 1 0 3 26 0 4 3 24 3 12 11 26 20 0 4 10 1 3 split_gain=3.73867e+06 1.20272e+07 3.88491e+07 6.79914e+06 2.42172e+06 1.0277e+07 2.02164e+06 6.22487e+06 3.76446e+06 1.68497e+07 3.27122e+06 3.33954e+06 3.23779e+06 2.50691e+06 1.418e+06 6.61815e+06 1.10721e+06 948354 3.42509e+06 664184 2.93251e+06 1.96542e+06 6.05591e+06 1.05939e+06 909728 622959 598948 871728 538163 526618 317372 90400.3 threshold=2781.5828000000006 71.155000000000015 2778.6210000000005 1884.2950000000003 1117.6621800000003 543.62350000000004 1884.2950000000003 0 2822.9627650000007 1136.6981000000003 2725.8677800000005 187.99950000000001 585.22500000000014 18.688000000000002 786.89439000000004 2778.6210000000005 234.85310000000001 2022.5000000000002 2778.6210000000005 1292.0010000000002 2725.8677800000005 1 481.20000000000005 707.90250000000015 3182.0603000000006 2022.5000000000002 1267.4475000000002 166.07825000000005 29.837500000000002 153.05580000000003 1256.4300000000001 991.56000000000017 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=6 2 4 -3 5 25 8 13 19 16 11 17 -13 14 15 -8 -10 18 -9 24 21 22 -21 -23 26 -2 29 -28 -19 -1 -14 -6 right_child=1 3 -4 -5 31 -7 7 10 9 -11 -12 12 30 -15 -16 -17 -18 28 -20 20 -22 23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 leaf_value=-0.0013156777481468237 -2.7867200760614304 0.73730689843495678 12.000803126743861 -6.8713199169739436 -1.5553372669219971 7.0529958667755128 -2.3682665743611078 -1.0231725182533264 0.16927450060844421 8.6122393367908625 -5.30076399008433 2.7899849109649661 -2.2279894828796389 -0.73766192977365697 4.6348570978073846 5.4801433999197817 -2.7071759116131324 -0.60507769346237184 -5.8862398311070034 -0.76271110534667974 -4.0217738051641554 -0.33228734661958054 4.0520042940465411 -1.784737642923991 1.5472921410359834 -0.4710197837536152 -0.27035143510748944 -2.3667681116104125 -2.6533879804611207 0.097243609239975784 -0.56516677509654645 -2.4947408222016834 leaf_weight=356429 21 24 35 23 20 20 22 30 32 27 24 30 24 38 21 21 23 29 28 72 21 308 41 60 38 26 96 25 23 5505 22 21 leaf_count=356429 21 24 35 23 20 20 22 30 32 27 24 30 24 38 21 21 23 29 28 72 21 308 41 60 38 26 96 25 23 5505 22 21 internal_value=0 1.40252 2.84492 -2.98606 -0.122259 1.04914 -0.000601009 -0.805216 9.11767e-05 2.14247 -1.74322 -1.37791 0.234133 1.18109 2.50489 1.46468 -1.0336 -2.49168 -3.37086 -0.000393316 -0.363883 -0.204183 0.904203 -0.554044 0.000110619 -1.50569 -5.17672e-05 -0.703495 -1.51106 0.000183405 -1.43273 -2.0365 internal_weight=0 190 143 47 108 67 362989 312 362677 82 210 186 76 102 64 43 55 110 58 362595 502 481 113 368 362093 47 362055 121 52 361934 46 41 internal_count=363179 190 143 47 108 67 362989 312 362677 82 210 186 76 102 64 43 55 110 58 362595 502 481 113 368 362093 47 362055 121 52 361934 46 41 cat_boundaries=0 1 2 cat_threshold=1162 1284 is_linear=0 shrinkage=0.01 Tree=864 num_leaves=28 num_cat=1 split_feature=2 4 26 3 10 0 1 4 1 15 8 0 8 18 21 15 9 15 3 1 24 16 9 1 17 0 3 split_gain=6.21833e+06 2.33197e+07 2.43208e+07 1.16126e+07 2.92696e+06 6.21914e+06 2.2812e+06 1.70047e+06 1.87988e+06 1.72526e+06 1.66931e+06 1.34436e+06 1.47334e+06 576455 1.75668e+06 2.91451e+06 1.01029e+06 810683 1.92445e+06 1.341e+06 5.08335e+06 1.25661e+06 698261 622484 575704 298492 259758 threshold=2682.0900000000006 2693.9010000000007 2022.5000000000002 2725.8677800000005 348.10000000000002 688.40820000000008 144.83500000000001 2693.9010000000007 2781.5828000000006 304.21400000000006 1017.6571000000002 1117.6621800000003 311.75250000000005 1734.8725725000002 248.13030750000004 1141.8240000000003 2854.0889000000006 1305.4625000000003 1282.3492500000004 1892.2623000000001 0 71.883140000000012 221.23000000000005 1256.4300000000001 205.08600000000004 149.25200000000004 11.958600000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=7 3 -3 4 5 6 -2 13 9 11 -6 12 26 16 15 22 17 19 21 23 -21 -19 -15 -1 25 -18 -9 right_child=1 2 -4 -5 10 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 24 18 -20 20 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.00012879319250084039 1.7097137382295398 0.79527757644653319 16.390413955688476 -7.0848959417343149 -3.1944111843109129 5.5589786309906932 -2.3220243561786154 -0.84897061223075498 -3.9794000692367555 1.8548759113658559 0.79736728711561722 -3.5532592847943305 1.662279637336731 -0.69085536321004226 -1.3312495458126068 4.1480334013479725 -1.1850234502904555 0.433976888712999 -3.4052477151697333 2.0696033775445186 -0.7974385851966449 -1.1156619381663775 1.414709828240531 -0.4326841308798518 -2.5660984983898345 0.35457849121093754 -2.4218281882149832 leaf_weight=361865 36 20 20 20 20 33 23 21 20 22 22 20 20 36 32 27 34 111 22 122 111 99 28 333 21 20 21 leaf_count=361865 36 20 20 20 20 33 23 21 20 22 22 20 20 36 32 27 34 111 22 122 111 99 28 333 21 20 21 internal_value=0 1.79 8.59285 0.0230219 1.08391 2.08249 0.138019 -0.000824891 -1.17167 -0.631722 -1.10348 -1.29886 -0.571632 -0.000424779 0.684049 1.39273 -0.000656876 -0.000416879 -0.591356 -3.86059e-05 0.758359 -0.296567 0.230329 -0.000526479 -1.16116 -0.614801 -1.6354 internal_weight=0 194 40 154 134 92 59 362985 124 104 42 82 62 362861 123 91 362738 362663 232 362431 233 210 64 362198 75 54 42 internal_count=363179 194 40 154 134 92 59 362985 124 104 42 82 62 362861 123 91 362738 362663 232 362431 233 210 64 362198 75 54 42 cat_boundaries=0 1 cat_threshold=2356 is_linear=0 shrinkage=0.01 Tree=865 num_leaves=24 num_cat=1 split_feature=19 12 5 0 3 2 3 7 3 12 0 8 5 1 2 0 0 3 24 0 1 7 3 split_gain=2.47474e+06 6.20499e+06 2.8705e+06 1.02134e+07 4.93329e+06 3.34484e+06 3.19844e+07 2.92855e+06 2.8389e+06 2.88926e+06 2.79309e+06 2.48147e+06 1.199e+06 923245 3.53948e+06 1.64234e+06 1.42524e+06 708284 4.49791e+06 754739 676856 483887 590290 threshold=3260.8512500000006 266.68300000000005 2871.8940000000007 2778.6210000000005 1493.1141200000004 2682.0900000000006 2725.8677800000005 420.97500000000008 2725.8677800000005 180.47315000000003 688.40820000000008 46.751870000000004 137.52250000000001 2781.5828000000006 152.69986350000002 374.34900000000005 1117.6621800000003 1118.1025000000002 0 1884.2950000000003 144.83500000000001 52.502000000000002 318.67100000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=2 -2 5 4 21 8 7 10 13 11 20 12 -10 17 15 -15 -16 19 -19 -1 -7 -4 -23 right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14 14 16 -17 -18 18 -20 -21 -22 22 -24 leaf_value=0.00087212299286091926 -0.90127325782409085 6.5075269651412961 -0.23539426607555813 -6.1117143298557828 4.3238800690390846 0.19374097564003684 12.614109099128029 -2.8545902891416808 -0.46070885291466346 -4.0667471483981972 3.3191779693603514 2.5001204128265382 -3.301516497929891 -0.41489742626504206 -1.0316209673881531 3.0804381351470949 -4.3525565591880255 -0.62177822978600217 1.0941918213587964 -0.60167585171472571 -2.0707008110393179 -2.8684590851176872 -0.55193690126592465 leaf_weight=361674 26 20 45 35 22 33 22 37 39 33 25 20 24 41 24 20 28 266 336 208 22 22 22 leaf_count=361674 26 20 45 35 22 33 22 37 39 33 25 20 24 41 24 20 28 266 336 208 22 22 22 internal_value=0 2.31994 0.00034408 -1.40155 0.0836388 0.000908157 1.55186 -0.528225 0.000313797 -1.56383 0.547719 -0.568694 -1.54292 0.00081419 -0.902943 0.731114 -2.81982 0.00109592 0.34382 0.000525795 -0.712036 -0.964511 -1.7102 internal_weight=0 46 362998 146 111 362852 139 117 362713 116 80 83 63 362597 113 61 52 362484 602 361882 55 89 44 internal_count=363044 46 362998 146 111 362852 139 117 362713 116 80 83 63 362597 113 61 52 362484 602 361882 55 89 44 cat_boundaries=0 1 cat_threshold=905 is_linear=0 shrinkage=0.01 Tree=866 num_leaves=24 num_cat=1 split_feature=19 12 5 0 2 10 6 0 1 7 1 1 2 0 19 1 25 5 1 0 10 1 7 split_gain=2.42549e+06 6.08151e+06 2.81337e+06 1.00102e+07 3.27828e+06 1.64398e+07 3.85601e+07 2.46055e+06 2.07372e+06 1.91188e+06 2.0807e+06 1.46978e+06 4.46913e+06 3.24541e+06 722893 3.35506e+06 1.91581e+06 1.02678e+06 2.10234e+06 1.24857e+06 624386 148163 105990 threshold=3260.8512500000006 266.68300000000005 2871.8940000000007 2778.6210000000005 2682.0900000000006 262.77300000000008 214.72600000000003 1275.1415000000002 1461.4925000000003 998.30500000000018 786.89439000000004 2781.5828000000006 1271.7445000000002 1884.2950000000003 218.88300000000001 1461.4925000000003 0 1146.4585000000004 1256.4300000000001 2778.6210000000005 10.722500000000002 144.83500000000001 1941.9625000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 -2 4 9 11 6 8 -7 21 10 -4 14 13 20 17 16 -16 19 -19 -1 -13 -6 -11 right_child=1 -3 3 -5 5 7 -8 -9 -10 22 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=0.00070462732720899578 -0.89226049542427066 6.442451931953431 -0.041553643512725828 -6.0505970953532628 0.0051680311663397432 -1.0353377350171407 16.278043775558473 -5.6124883842468263 3.3187991466522213 -2.1804632768630983 3.7093810889834447 -0.67006291346358393 -5.177673705707897 3.0064114308357239 -0.28190863048375742 3.7135343053605823 0.45128651255375951 -0.19722278137601731 -2.0845474233346826 -1.1772811233202616 -2.7284370145797734 -1.0695845181009045 -1.1509492416381837 leaf_weight=360497 26 20 50 35 29 24 20 23 20 20 21 56 22 24 591 27 871 447 68 90 20 23 20 leaf_count=360497 26 20 50 35 29 24 20 23 20 20 21 56 22 24 591 27 871 447 68 90 20 23 20 internal_value=0 2.29674 0.000340769 -1.38753 0.000899205 1.53634 3.99442 -3.27522 0.582297 0.0828024 1.06788 0.00031079 -1.09711 -0.199384 0.000680035 0.220565 0.156058 -0.000226659 -0.446423 0.00041061 -1.21174 -0.470203 -1.66571 internal_weight=0 46 362998 146 362852 139 92 47 72 111 71 362713 122 100 362591 1489 1462 361102 515 360587 76 52 40 internal_count=363044 46 362998 146 362852 139 92 47 72 111 71 362713 122 100 362591 1489 1462 361102 515 360587 76 52 40 cat_boundaries=0 7 cat_threshold=137625600 1073741824 1573376 1073741824 4096 0 132 is_linear=0 shrinkage=0.01 Tree=867 num_leaves=25 num_cat=0 split_feature=19 12 5 0 3 2 3 4 3 12 8 7 0 5 11 9 16 4 15 3 2 2 0 4 split_gain=2.37722e+06 5.96049e+06 2.75739e+06 9.81095e+06 4.83314e+06 3.21304e+06 3.12954e+07 3.94528e+06 2.77317e+06 2.83632e+06 2.4327e+06 1.96418e+06 2.12046e+06 1.17154e+06 639224 627038 1.7387e+06 1.30523e+06 690311 2.74612e+06 728921 519509 295836 3904.76 threshold=3260.8512500000006 266.68300000000005 2871.8940000000007 2778.6210000000005 1493.1141200000004 2682.0900000000006 2725.8677800000005 1292.0010000000002 2725.8677800000005 180.47315000000003 46.751870000000004 302.8318000000001 688.40820000000008 137.52250000000001 327.91500000000002 1972.2770000000003 284.39520000000005 629.95226050000008 247.07500000000002 1493.1141200000004 1827.1555000000001 184.07250000000002 299.04000000000008 19.643625000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 4 14 8 7 11 15 10 13 12 -7 -10 21 18 17 -17 20 -20 -1 23 -18 -4 right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 -16 16 22 -19 19 -21 -22 -23 -24 -25 leaf_value=0.00023107760299963175 -0.88333788993266904 6.3780270576477056 -1.1697940436693339 -5.9900914280755186 4.2789533961902961 0.13275653673254925 12.463422244245356 -3.8892066411618833 -0.4545028578929412 -4.0255026291355946 2.4788635940551758 -2.0522012271051819 3.9677414885021394 -3.2625894673665363 -2.4805043374924431 0.57653270709899163 -1.5341946679895575 -1.8222640412648519 0.12549728587407125 2.6762101958518802 -0.7825468232050663 0.77937289671464405 -3.1935467829023088 -0.98393904876708993 leaf_weight=359977 26 20 26 35 22 46 22 27 39 33 20 23 21 24 21 93 22 30 2292 43 119 22 21 20 leaf_count=359977 26 20 26 35 22 46 22 27 39 33 20 23 21 24 21 93 22 30 2292 43 119 22 21 20 internal_value=0 2.27378 0.000337408 -1.37366 0.0819744 0.00089026 1.52097 -0.53658 0.000307729 -1.54562 -0.559644 0.469208 1.33477 -1.52425 -0.955481 0.000802294 -0.613657 -0.00853967 0.00108373 0.17247 -2.7605e-05 -0.484518 -2.34458 -1.08899 internal_weight=0 46 362998 146 111 362852 139 117 362713 116 83 90 67 63 89 362597 166 123 362431 2335 360096 68 43 46 internal_count=363044 46 362998 146 111 362852 139 117 362713 116 83 90 67 63 89 362597 166 123 362431 2335 360096 68 43 46 is_linear=0 shrinkage=0.01 Tree=868 num_leaves=25 num_cat=0 split_feature=19 12 5 0 3 2 3 4 3 12 8 7 0 5 1 2 4 1 0 0 9 7 10 4 split_gain=2.32992e+06 5.84188e+06 2.70252e+06 9.61571e+06 4.73696e+06 3.1491e+06 3.06726e+07 3.86677e+06 2.71798e+06 2.77988e+06 2.38429e+06 1.9251e+06 2.07826e+06 1.14822e+06 882331 3.42895e+06 1.69842e+06 5.69075e+06 1.592e+06 1.41025e+06 661680 464066 651740 23036.8 threshold=3260.8512500000006 266.68300000000005 2871.8940000000007 2778.6210000000005 1493.1141200000004 2682.0900000000006 2725.8677800000005 1292.0010000000002 2725.8677800000005 180.47315000000003 46.751870000000004 302.8318000000001 688.40820000000008 137.52250000000001 2781.5828000000006 152.69986350000002 2693.9010000000007 631.04475000000014 374.34900000000005 1117.6621800000003 1972.2770000000003 52.502000000000002 676.98000000000013 19.643625000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 4 21 8 7 11 14 10 13 12 -7 -10 16 18 20 -18 -16 -17 -1 23 -23 -4 right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 15 19 17 -19 -20 -21 -22 22 -24 -25 leaf_value=0.00098865853782437998 -0.87450454102112707 6.3142469147443778 -0.4435445832461119 -5.9301905005318778 4.2361636075106528 0.1314289396742116 12.338788444216956 -3.8503145691200542 -0.44995785639836239 -3.9852475767424616 2.4540750880241395 -2.0316791575887927 3.9280642663864866 -3.2299636681874593 -0.40268456060711932 -0.9906465895970662 -0.19202138202777808 5.223172975557822 3.0386749973297116 -4.2940783011913304 -0.67235242378630045 -2.7871974555651349 -0.34296199798583987 0.0099816531226748512 leaf_weight=362242 26 20 24 35 22 46 22 27 39 33 20 23 21 24 41 24 69 27 20 28 146 24 20 21 leaf_count=362242 26 20 24 35 22 46 22 27 39 33 20 23 21 24 41 24 69 27 20 28 146 24 20 21 internal_value=0 2.25104 0.000334034 -1.35992 0.0811546 0.000881357 1.50576 -0.531214 0.000304651 -1.53017 -0.554048 0.464516 1.32142 -1.50901 0.000794271 -0.88271 0.00106969 1.331 0.72563 -2.76942 0.000717381 -0.945926 -1.67618 -0.231899 internal_weight=0 46 362998 146 111 362852 139 117 362713 116 83 90 67 63 362597 113 362484 96 61 52 362388 89 44 45 internal_count=363044 46 362998 146 111 362852 139 117 362713 116 83 90 67 63 362597 113 362484 96 61 52 362388 89 44 45 is_linear=0 shrinkage=0.01 Tree=869 num_leaves=24 num_cat=0 split_feature=19 12 5 12 7 2 3 4 3 12 8 8 7 3 5 1 1 2 4 1 13 19 26 split_gain=2.28355e+06 5.72562e+06 2.64874e+06 8.08196e+06 1.97396e+07 3.08644e+06 3.00622e+07 3.78982e+06 2.66389e+06 2.72456e+06 2.33684e+06 2.14896e+06 1.88679e+06 1.64742e+06 1.12537e+06 1.09359e+06 864773 3.36071e+06 1.66462e+06 5.57751e+06 1.35703e+06 651220 87730.2 threshold=3260.8512500000006 266.68300000000005 2871.8940000000007 1132.9885000000002 1941.9625000000003 2682.0900000000006 2725.8677800000005 1292.0010000000002 2725.8677800000005 180.47315000000003 46.751870000000004 190.47000000000003 302.8318000000001 297.12438000000003 137.52250000000001 168.10617800000003 2781.5828000000006 152.69986350000002 2693.9010000000007 631.04475000000014 23.508500000000002 218.88300000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 4 11 8 7 12 16 10 14 13 15 -4 -10 -7 18 22 21 -20 -19 -1 -18 right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 17 20 19 -21 -22 -23 -24 leaf_value=-0.00014589959175049773 -0.86575948875684006 6.2511045656204232 -0.50295768070788616 3.0074338632641417 -10.459302539062501 0.086601790700640002 12.215399863503196 -3.8118114231250906 -0.44545824686686197 -3.9453951078472715 2.4295343384742738 -2.8032050704956055 -2.0113623876157014 2.9840896987915038 -3.1976639970143634 2.6443333148956301 1.1439400821261936 -1.4121202050485919 -0.19010115561277971 5.1709414526268294 -4.7044706803276428 0.21061686645117689 0.38042395970400644 leaf_weight=360916 26 20 42 33 25 35 22 27 39 33 20 26 23 20 24 32 27 31 69 27 21 1472 34 leaf_count=360916 26 20 42 33 25 35 22 27 39 33 20 26 23 20 24 32 27 31 69 27 21 1472 34 internal_value=0 2.22853 0.000330694 -1.34632 -2.61777 0.000872544 1.49071 -0.525902 0.000301605 -1.51486 -0.548507 -0.390065 0.459871 0.621896 -1.49392 1.3082 0.000786328 -0.873883 0.001059 1.31769 -2.74172 0.000710207 0.718374 internal_weight=0 46 362998 146 113 362852 139 117 362713 116 83 88 90 62 63 67 362597 113 362484 96 52 362388 61 internal_count=363044 46 362998 146 113 362852 139 117 362713 116 83 88 90 62 63 67 362597 113 362484 96 52 362388 61 is_linear=0 shrinkage=0.01 Tree=870 num_leaves=27 num_cat=0 split_feature=0 12 13 3 1 3 1 8 2 7 18 3 3 2 2 5 2 26 26 4 5 1 5 1 0 0 split_gain=5.10386e+06 1.10372e+07 2.51857e+07 2.18213e+07 7.09229e+06 6.3819e+06 3.12785e+06 5.24806e+06 2.5783e+06 1.67026e+06 9.5303e+06 1.51367e+06 1.47371e+06 3.92318e+06 1.17983e+06 1.09556e+06 688922 1.80267e+06 503963 2.54064e+06 5.52369e+06 1.37523e+06 3.41131e+06 1.53363e+06 1.22769e+06 171277 threshold=2778.6210000000005 83.901250000000019 855.90750000000014 2725.8677800000005 354.74564000000004 258.76800000000009 2781.5828000000006 1350.3896175000002 1271.7445000000002 2822.9627650000007 115.744005 138.47650000000002 2725.8677800000005 300.34390000000008 55.453750000000007 524.39625000000012 7.2920000000000007 2022.5000000000002 2022.5000000000002 1522.8167500000002 317.87750000000005 1892.2623000000001 19.247500000000006 786.89439000000004 249.87000000000003 53.860000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 16 -6 9 8 11 12 14 25 18 -14 -11 -15 17 -2 19 24 -21 23 -23 -20 -1 -8 right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12 -13 13 15 -16 -17 -18 -19 21 20 -22 22 -24 -25 -26 -27 leaf_value=0.0069599874398635275 2.6900174682617188 14.366119836807252 0.29885802841186526 -7.7614634350367959 9.4805789451599125 1.4919024372100831 0.024388984704017638 -5.4761387923911764 1.8335748839378356 0.92457210922241218 7.4633947792053226 -3.6285729384422303 1.1073113392560909 -1.4888468161873194 -1.5359913519809121 -4.4343608467919484 -1.2758635642311789 -1.2842546851294381 -0.011189928442382572 -0.20051914863372119 3.8305434610193423 4.5469816423499063 0.074799863786408405 -0.52711930562416576 0.21295533218209189 -1.1854206609725952 leaf_weight=177853 25 20 35 28 20 20 25 27 32 40 20 24 39 23 38 28 22 21 180505 89 55 23 66 578 2941 22 leaf_count=177853 25 20 35 28 20 20 25 27 32 40 20 24 39 23 38 28 22 21 180505 89 55 23 66 578 2941 22 internal_value=0 1.63415 5.41423 0.105447 2.14502 5.48624 -0.000957651 -1.55182 -0.523115 -0.00040117 1.30493 -1.58529 -0.000754351 -1.28023 -0.274164 -3.10599 0.17959 0.875676 -0.000436347 0.0113685 1.33912 -0.0122259 1.23053 -0.0128367 0.0103109 -0.541905 internal_weight=0 191 55 136 108 40 362428 130 103 362298 98 71 362200 90 78 51 68 46 362110 180938 144 181172 89 181083 180794 47 internal_count=362619 191 55 136 108 40 362428 130 103 362298 98 71 362200 90 78 51 68 46 362110 180938 144 181172 89 181083 180794 47 is_linear=0 shrinkage=0.01 Tree=871 num_leaves=27 num_cat=1 split_feature=0 12 3 3 1 3 1 7 6 3 4 0 3 1 19 19 3 11 2 26 6 5 25 1 11 26 split_gain=5.00229e+06 1.08175e+07 2.53337e+07 2.13871e+07 6.95115e+06 6.2549e+06 3.0656e+06 4.16546e+06 2.6597e+06 1.78275e+06 1.64296e+06 1.14327e+07 2.24763e+07 3.80507e+06 904505 1.17315e+06 3.55788e+06 774065 675213 1.7668e+06 671597 503111 2.58339e+06 491748 218978 214187 threshold=2778.6210000000005 83.901250000000019 1890.7105500000002 2725.8677800000005 354.74564000000004 258.76800000000009 2781.5828000000006 998.30500000000018 747.89455000000009 138.47650000000002 2693.9010000000007 55.47025750000001 117.64300000000001 1098.6214000000002 1916.2125000000003 1352.1000000000001 122.68200000000002 28.447500000000002 7.2920000000000007 2022.5000000000002 576.6450000000001 1146.4585000000004 0 7.1627500000000017 24.141500000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=6 3 -3 4 18 -6 10 8 9 25 14 12 -12 -13 15 21 24 -16 19 -2 -19 23 -23 -1 -17 -8 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 13 -14 -15 17 16 -18 20 -20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.0044314490931031229 2.663117150878906 -0.83543301995595298 12.794703342056275 -7.683848943710327 9.3857735557556161 1.4769834113121032 -0.79455051603771398 -4.4287954505284626 2.8070517082214357 -3.2364903851213125 -0.82146518070122299 0.37069322395324705 12.958451236724855 -4.7990359763304395 0.18537217197939754 0.40870204676752508 4.8484963807091122 -0.85601224476291293 -1.2631048861416903 -1.271412097158886 -3.1721563184828985 1.0348942601196165 -0.57915185238150035 0.032419651111090679 -1.0220199265480043 0.58833813682198521 leaf_weight=320590 25 30 25 28 20 20 21 36 20 29 29 35 20 24 32 23 20 31 22 21 21 113 518 40822 20 24 leaf_count=320590 25 30 25 28 20 20 21 36 20 29 29 35 20 24 32 23 20 31 22 21 21 113 518 40822 20 24 internal_value=0 1.61781 5.36008 0.104392 2.12357 5.43138 -0.000948075 -1.5363 -0.428539 -1.30302 -0.000397158 1.23281 4.80299 -1.73225 -0.000764885 -0.000524194 1.36396 -1.03833 0.177794 0.866919 -1.79138 -0.000761632 -0.282885 -0.000269065 -0.25675 -0.0570099 internal_weight=0 191 55 136 108 40 362428 130 94 74 362298 108 49 59 362190 362106 63 84 68 46 52 362043 631 361412 43 45 internal_count=362619 191 55 136 108 40 362428 130 94 74 362298 108 49 59 362190 362106 63 84 68 46 52 362043 631 361412 43 45 cat_boundaries=0 7 cat_threshold=142606336 0 4096 1073741824 0 0 4 is_linear=0 shrinkage=0.01 Tree=872 num_leaves=24 num_cat=1 split_feature=0 5 1 10 10 1 8 2 7 18 10 19 19 16 0 2 10 24 9 8 18 20 0 split_gain=4.90275e+06 7.26943e+06 1.87366e+07 6.20847e+06 1.11916e+07 3.0046e+06 5.10492e+06 2.53271e+06 1.63685e+06 9.32666e+06 3.03794e+06 708902 1.14983e+06 3.3678e+06 708263 666202 656685 1.31194e+06 831262 602382 308632 161923 125166 threshold=2778.6210000000005 179.89500000000001 354.74564000000004 1159.6875000000002 148.74825000000001 2781.5828000000006 1350.3896175000002 1271.7445000000002 2822.9627650000007 115.744005 119.26480000000001 1916.2125000000003 1352.1000000000001 889.3329500000001 392.93750000000006 20.414800000000003 1564.7167200000001 0 2854.0889000000006 9.3820000000000032 59.620823500000007 484.06875000000002 286.09000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=5 2 -2 4 -3 8 7 19 11 10 15 12 16 20 21 -10 18 -18 -1 22 -14 -13 -7 right_child=1 3 -4 -5 -6 6 -8 -9 9 -11 -12 14 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=-0.00021533535488313914 0.098145997562105694 0.82052196661631271 8.9890219035901531 2.9056977030810187 -8.5093315823078157 -2.5645561325997113 -5.3913723288642039 1.8293991744518281 -0.86086334448594315 7.38413165473938 2.095857360959053 0.0068761035005905123 0.60122128985144874 4.7404960231781006 -2.5643196763992306 -3.2884811897277832 0.32957801653087632 -1.0787714248593849 -1.2079341522016023 -0.13780695006960916 -1.0936386235555013 -1.0293694291114808 -1.5432583141326905 leaf_weight=361738 63 36 38 34 20 30 27 32 26 20 32 38 22 20 20 20 111 148 57 21 21 25 20 leaf_count=361738 63 36 38 34 20 30 27 32 26 20 32 38 22 20 20 20 111 148 57 21 21 25 20 internal_value=0 1.60163 3.44323 -0.465046 -2.51157 -0.000938468 -1.52094 -0.506359 -0.000393061 1.29182 -0.270316 -0.000742692 -0.000530889 1.35032 -0.924811 -1.91635 -0.000765947 -0.504119 -0.000405609 -1.5591 -0.226501 -0.404332 -2.15604 internal_weight=0 191 101 90 56 362428 130 103 362298 98 78 362200 362117 63 83 46 362054 259 361795 71 43 63 50 internal_count=362619 191 101 90 56 362428 130 103 362298 98 78 362200 362117 63 83 46 362054 259 361795 71 43 63 50 cat_boundaries=0 1 cat_threshold=1075 is_linear=0 shrinkage=0.01 Tree=873 num_leaves=27 num_cat=1 split_feature=0 12 3 3 1 3 1 7 4 3 4 0 3 1 19 19 3 11 10 2 26 9 2 25 10 26 split_gain=4.80518e+06 1.06716e+07 2.4812e+07 2.10319e+07 6.66584e+06 6.02833e+06 2.94481e+06 4.04452e+06 1.6901e+06 2.60735e+06 1.60947e+06 1.11833e+07 2.20117e+07 3.73208e+06 878835 1.12693e+06 3.46992e+06 758055 669314 656124 1.72835e+06 517906 675113 495316 318418 190623 threshold=2778.6210000000005 83.901250000000019 1890.7105500000002 2725.8677800000005 354.74564000000004 258.76800000000009 2781.5828000000006 998.30500000000018 537.37500000000011 138.47650000000002 2693.9010000000007 55.47025750000001 117.64300000000001 1098.6214000000002 1916.2125000000003 1352.1000000000001 122.68200000000002 28.447500000000002 1159.6875000000002 7.2920000000000007 2022.5000000000002 2854.0889000000006 156.31550000000001 0 5.4905000000000017 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=6 3 -3 4 19 -6 10 8 9 25 14 12 -12 -13 15 21 24 -16 -19 20 -2 23 -23 -1 -17 -8 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 13 -14 -15 17 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.04135886833881041 2.6352157836914065 -0.82881942780812579 12.66022901649475 -7.6408604376656672 9.2061092376708995 1.4418743405342103 -0.57093355814615887 -4.3559226806958513 1.6444945199148995 -4.098417788418856 -0.81481009702230323 0.37031466157095771 12.821944927215577 -4.7495893729726477 0.18749145694193431 0.5387116318163665 4.7780127680301669 -0.87178983852267267 -3.2037799153327944 -1.2410313025387851 -1.2562686588650658 -0.10619238687598187 -2.0981897226969402 0.002776479885089026 -1.1865472140312197 0.74683967631796133 leaf_weight=27510 25 30 25 28 20 20 21 36 28 22 29 35 20 24 32 23 20 32 20 22 21 46 27 334460 20 23 leaf_count=27510 25 30 25 28 20 20 21 36 28 22 29 35 20 24 32 23 20 32 20 22 21 46 27 334460 20 23 internal_value=0 1.58562 5.30257 0.0824386 2.08478 5.32399 -0.00092929 -1.50573 -0.414166 -1.28754 -0.000389337 1.22019 4.75121 -1.71236 -0.000753296 -0.000516045 1.33682 -1.02349 -1.76871 0.179354 0.858669 -0.000748759 -0.842959 -0.000578907 -0.263734 0.117902 internal_weight=0 191 55 136 108 40 362428 130 94 66 362298 108 49 59 362190 362106 63 84 52 68 46 362043 73 361970 43 44 internal_count=362619 191 55 136 108 40 362428 130 94 66 362298 108 49 59 362190 362106 63 84 52 68 46 362043 73 361970 43 44 cat_boundaries=0 7 cat_threshold=303169600 269094916 1631584320 20804 67764264 67395584 17 is_linear=0 shrinkage=0.01 Tree=874 num_leaves=25 num_cat=0 split_feature=0 12 13 3 2 5 19 11 15 0 11 8 15 7 11 2 2 15 4 12 3 3 21 15 split_gain=4.70956e+06 1.04593e+07 2.52058e+07 2.06134e+07 3.1201e+06 3.25079e+06 2.0058e+06 1.94526e+06 599102 3.14201e+06 718966 3.09523e+06 2.13638e+06 1.30962e+06 1.93362e+07 5.50157e+06 937092 810203 1.59332e+06 448717 327504 324819 294008 9706.75 threshold=2778.6210000000005 83.901250000000019 855.90750000000014 2725.8677800000005 27.046500000000005 152.04452500000002 2343.4900000000002 1413.4285000000002 1947.7010000000002 174.79296150000002 2105.5980000000004 761.67400000000009 213.49900000000002 2822.9627650000007 270.50080000000008 310.92971250000005 784.03650000000005 1305.4625000000003 191.94000000000003 1132.9885000000002 4.4225000000000003 28.443000000000001 7.3653500000000003 2869.3449000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 -2 -6 8 22 10 20 13 12 21 17 15 -15 -13 19 -19 -1 23 -12 -8 -10 right_child=1 2 -4 -5 5 -7 7 -9 9 -11 11 16 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.00090842442690443597 3.6420594725526612 14.205007890701296 0.13213084384373255 -7.5644518205097748 -2.2164924108065089 2.8872307252883913 0.25516961672089317 -4.2701300439380461 0.41203252928597589 3.4913635406494143 0.063252309858798983 -1.2993971739874945 3.1694831836223605 0.40392318481054063 8.4473161668043879 -5.8501730416037825 -3.959268240561852 0.12846001025561879 -2.048320628467359 0.35990594323476155 -1.0602252646053538 -1.5342934861183168 -1.4200733833312991 0.10798452150254022 leaf_weight=361558 58 20 35 28 26 24 22 21 21 30 35 27 22 39 26 22 26 82 57 345 34 20 20 21 leaf_count=361558 58 20 35 28 26 24 22 21 21 30 35 27 22 39 26 22 26 82 57 345 34 20 20 21 internal_value=0 1.56976 5.24954 0.0816142 2.06393 0.233295 -0.000920008 -1.78509 -0.000609817 0.751072 -0.000829765 -0.74437 0.5358 -0.000562843 1.2262 -1.85165 -2.60424 -0.000857638 -0.764177 -0.000564462 -0.330622 -0.517673 -0.542565 0.260009 internal_weight=0 191 55 136 108 50 362428 63 362365 106 362259 130 77 362129 87 61 53 362042 139 361903 76 55 42 42 internal_count=362619 191 55 136 108 50 362428 63 362365 106 362259 130 77 362129 87 61 53 362042 139 361903 76 55 42 42 is_linear=0 shrinkage=0.01 Tree=875 num_leaves=35 num_cat=3 split_feature=4 10 3 3 5 3 1 24 7 6 7 5 11 1 2 18 3 26 3 11 13 24 4 20 14 4 26 24 1 1 1 3 15 3 split_gain=4.77043e+06 2.37038e+07 7.79793e+07 6.22731e+06 2.95881e+06 2.87245e+06 7.73261e+06 2.70488e+06 4.22969e+06 5.97156e+06 2.57045e+06 2.1203e+06 1.95595e+06 1.40593e+06 1.11573e+06 2.28993e+06 4.98751e+06 2.33068e+06 1.70482e+06 1.04888e+06 830054 1.84052e+06 4.87875e+06 1.07059e+06 719514 557643 528918 1.2204e+06 4.63735e+06 1.40764e+06 680856 1.7403e+06 701036 12642.8 threshold=2693.9010000000007 16.215000000000003 2725.8677800000005 2725.8677800000005 470.72165250000006 1890.7105500000002 2781.5828000000006 0 762.97500000000002 1136.6981000000003 712.24900000000014 317.87750000000005 304.87800000000004 1098.6214000000002 2682.0900000000006 23.355811500000005 13.843700000000002 2022.5000000000002 571.90530000000001 789.79950000000008 1063.1169900000002 1 588.42000000000019 894.98750000000007 167.39400000000003 35.906330000000004 2022.5000000000002 2 1098.6214000000002 2781.5828000000006 860.12500000000011 161.58500000000004 10.441300000000002 2725.8677800000005 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 left_child=5 2 4 19 -2 14 7 10 12 -10 11 33 13 -9 20 16 17 -16 -18 -3 26 22 24 25 -22 -23 27 28 -1 -29 32 -32 -28 -7 right_child=1 3 -4 -5 -6 6 -8 8 9 -11 -12 -13 -14 -15 15 -17 18 -19 -20 -21 21 23 -24 -25 -26 -27 30 29 -30 -31 31 -33 -34 -35 leaf_value=0.053512365175952106 -1.839426407204118 1.144239227771759 20.639257094065346 -6.4154606323242183 2.2938216663229052 -1.7167421291185463 -6.2094362024160539 -0.75400716945528989 7.0578105506896973 -0.2732234962463379 -3.9157627964019777 1.9999095335460846 -3.4930628547668459 2.2278807281312489 4.6720261840820312 3.9722565260387603 -4.1563310350690568 0.26112172251162319 -0.25484565099080403 -1.5546299155553183 0.1121486018896103 0.63254225053987312 6.1118949623107914 -2.1478395969527107 2.2811372871398925 -0.25214211976654094 -0.017053307933721455 -0.0027272467387572936 3.3015342998504638 -2.1338778908021987 0.14190952259622167 -1.0035833532553338 0.056265928149162141 -2.0605195474624636 leaf_weight=45413 43 24 24 25 29 23 26 64 20 25 37 21 20 21 25 21 21 23 24 36 65 143 20 21 20 142 166361 135759 44 31 298 239 14150 20 leaf_count=45413 43 24 24 25 29 23 26 64 20 25 37 21 20 21 25 21 21 23 24 36 65 143 20 21 20 142 166361 135759 44 31 298 239 14150 20 internal_value=0 1.62363 5.02883 -2.22225 -0.174646 -0.000231059 -1.01817 -0.480427 0.393709 2.98501 -1.65388 -0.604646 -0.679354 -0.0173055 0.000546099 0.989689 0.316207 2.55847 -2.07554 -0.475082 0.000235208 0.44938 1.52305 0.0302048 0.622499 0.191752 -0.000274317 0.0118017 0.0566438 -0.00321354 -0.0123636 -0.367909 -0.0113059 -1.87664 internal_weight=0 181 96 85 72 363097 277 251 150 45 101 64 105 85 362820 114 93 48 45 60 362706 411 105 306 85 285 362295 181247 45457 135790 181048 537 180511 43 internal_count=363278 181 96 85 72 363097 277 251 150 45 101 64 105 85 362820 114 93 48 45 60 362706 411 105 306 85 285 362295 181247 45457 135790 181048 537 180511 43 cat_boundaries=0 1 2 3 cat_threshold=325 2062 7 is_linear=0 shrinkage=0.01 Tree=876 num_leaves=35 num_cat=4 split_feature=2 10 3 19 1 3 0 9 5 13 5 25 8 24 3 1 10 25 8 6 3 5 0 0 2 1 25 1 12 0 0 3 0 11 split_gain=4.60737e+06 1.94326e+07 6.03711e+07 1.08087e+07 8.36572e+06 5.03506e+06 3.18033e+06 1.78649e+06 2.29734e+06 1.32206e+06 1.00136e+06 3.45371e+06 2.48304e+06 1.849e+06 4.36219e+06 3.12619e+06 4.894e+06 3.27905e+06 3.06127e+06 1.4867e+06 1.03105e+06 3.60608e+06 2.96008e+06 1.3534e+06 9.24803e+06 673112 4.73166e+06 1.32767e+06 600739 415231 365715 234179 176434 16295 threshold=2682.0900000000006 102.72500000000001 2725.8677800000005 31.161000000000005 1892.2623000000001 250.65000000000003 17.427500000000006 2854.0889000000006 278.16000000000003 1175.575 553.36150000000009 0 362.14375000000007 1 1493.1141200000004 1256.4300000000001 45.420750000000005 2 311.75250000000005 168.85750000000004 1890.7105500000002 268.69000000000005 17.804000000000006 2778.6210000000005 27.046500000000005 860.12500000000011 3 678.28840000000002 273.34650000000005 275.71500000000009 233.46861500000003 2725.8677800000005 747.41500000000008 7.2825000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=7 2 5 4 32 6 -2 10 33 -10 20 12 28 14 19 17 -17 -15 -16 -13 23 22 31 25 -25 27 -27 -1 29 -12 -24 -22 -3 -9 right_child=1 3 -4 -5 -6 -7 -8 8 9 -11 11 13 -14 15 18 16 -18 -19 -20 -21 21 -23 30 24 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=-0.0010324275502565691 0.36170090955846446 -0.94119070339202882 17.934269720458985 4.1826520004272458 -9.3996282741001682 -2.6895575063368855 5.387192073822022 0.20916893232436409 -3.9519145185297186 -0.86730281472206117 1.0874958960021415 0.6750525467258458 4.1607645452643434 1.0847427460917256 5.1270703477570514 -4.1496572629610702 0.0082994537940923718 -0.28100076728966089 0.48792505950927734 -0.24029251429495538 -0.57757070614741401 2.6616581924438476 -4.1989089803695681 3.6777755703492598 -3.301073555124217 -1.1066716124319163 0.38095945717375956 0.58051541699859632 2.5083832502365113 -0.67003429985046381 -2.5494959521875149 0.59761213556925452 -2.2694734001159667 0.59860912062905047 leaf_weight=359512 34 20 25 20 21 34 20 21 33 24 41 408 36 218 33 48 69 758 25 314 39 25 20 55 29 374 476 393 20 20 41 30 20 22 leaf_count=359512 34 20 25 20 21 34 20 21 33 24 41 408 36 218 33 48 69 758 25 314 39 25 20 55 29 374 476 393 20 20 41 30 20 22 internal_value=0 1.54124 4.22083 -2.19694 -4.28861 0.324963 2.22299 -0.000250965 -1.33666 -2.65313 0.00011721 0.223821 1.82001 0.113788 0.482735 -0.151494 -1.69753 0.0322877 3.12744 0.276966 -0.00111597 -0.816535 -1.48542 -0.000765706 1.26841 -0.00106123 -0.282136 -0.000397404 1.00437 0.511256 -3.09029 -0.0666216 -1.60533 0.408417 internal_weight=0 194 113 81 61 88 54 363084 100 57 362984 1990 117 1873 780 1093 117 976 58 722 360994 155 130 360839 84 360755 850 359905 81 61 61 69 40 43 internal_count=363278 194 113 81 61 88 54 363084 100 57 362984 1990 117 1873 780 1093 117 976 58 722 360994 155 130 360839 84 360755 850 359905 81 61 61 69 40 43 cat_boundaries=0 6 7 12 15 cat_threshold=1024 134218752 1048576 0 4096 16384 2752 136314880 262208 4352 0 4194304 9470464 134479876 1048896 is_linear=0 shrinkage=0.01 Tree=877 num_leaves=39 num_cat=6 split_feature=2 10 7 19 5 1 26 3 9 7 5 25 8 24 3 1 10 25 8 6 3 5 1 2 5 12 24 1 9 25 1 25 10 5 1 2 1 11 split_gain=4.51568e+06 1.90459e+07 7.73852e+07 1.05936e+07 8.62493e+06 8.19924e+06 3.04645e+06 3.03516e+06 1.75094e+06 2.8087e+06 981788 3.3848e+06 2.43362e+06 1.81178e+06 4.27538e+06 3.06428e+06 4.79661e+06 3.21623e+06 3.00035e+06 1.45711e+06 1.01053e+06 3.53432e+06 1.95426e+06 1.05456e+06 918107 588785 476671 1.50155e+06 948606 678666 608307 2.81053e+06 637755 338435 278190 161970 70280.2 1193.04 threshold=2682.0900000000006 102.72500000000001 46.905000000000008 31.161000000000005 152.04452500000002 1892.2623000000001 2022.5000000000002 13.843700000000002 2854.0889000000006 1941.9625000000003 553.36150000000009 0 362.14375000000007 1 1493.1141200000004 1256.4300000000001 45.420750000000005 2 311.75250000000005 168.85750000000004 1890.7105500000002 268.69000000000005 53.904000000000003 193.49000000000004 305.32623000000007 273.34650000000005 3 116.83499300000001 463.8180000000001 4 7.2450000000000001 5 3056.7500000000005 1908.1960000000001 116.83499300000001 53.901250000000005 585.22500000000014 7.2825000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 9 2 9 2 2 2 2 2 2 left_child=8 2 4 5 6 36 7 -2 10 24 20 12 25 14 19 17 -17 -15 -16 -13 26 22 35 -24 37 34 27 29 -29 -1 32 -32 -28 -26 -12 -22 -3 -10 right_child=1 3 -4 -5 -6 -7 -8 -9 9 -11 11 13 -14 15 18 16 -18 -19 -20 -21 21 -23 23 -25 33 -27 30 28 -30 -31 31 -33 -34 -35 -36 -37 -38 -39 leaf_value=0.66395883759142649 5.5637063737349086 -2.0084451475143434 19.316413075373724 4.1408254165649412 -6.1082123584747317 -9.3056320117768792 -1.4792791255315145 0.24869392758324033 0.53132393455505378 -4.6751324386596682 -0.22699097922870093 0.66830202424606566 4.1191569259431633 1.0743710830284838 5.0757997336532128 -4.1081607270240781 0.0082164546545001049 -0.27822734478550654 0.4830457946777344 -0.23788959709654567 -0.76970695657245192 2.6350415267944336 -1.2427783021926879 -4.2072301212946579 -2.476447241306305 2.4832994441986087 -0.0019233479286113906 -0.3507056053560384 -1.79150621453921 -0.029127491215425568 0.92179167472469448 0.032527247921028395 -1.7045984944430266 -0.6367861766815186 1.1281977845683242 0.25294367563156855 -1.1701123170852661 0.64055023288726798 leaf_weight=132 22 20 26 20 20 21 24 21 20 20 28 408 36 218 33 48 69 758 25 314 59 25 20 30 20 20 294418 952 48 28981 349 35937 22 20 33 21 20 20 leaf_count=132 22 20 26 20 20 21 24 21 20 20 28 408 36 218 33 48 69 758 25 314 59 25 20 30 20 20 294418 952 48 28981 349 35937 22 20 33 21 20 20 internal_value=0 1.52583 4.17862 -2.17497 -0.34532 -4.24573 1.37495 2.968 -0.000248434 -1.3233 0.000116059 0.221624 1.80181 0.112693 0.477908 -0.149906 -1.68055 0.0320471 3.09616 0.274197 -0.00110501 -0.80837 -1.47056 -3.02145 -0.48534 0.99433 -0.00075825 -0.0388413 -0.419864 -0.0257669 0.00271035 0.0413432 -0.00205057 -1.55662 0.506144 -0.501261 -1.58928 0.585937 internal_weight=0 194 113 81 87 61 67 43 363084 100 362984 1990 117 1873 780 1093 117 976 58 722 360994 155 130 50 80 81 360839 30113 1000 29113 330726 36286 294440 40 61 80 40 40 internal_count=363278 194 113 81 87 61 67 43 363084 100 362984 1990 117 1873 780 1093 117 976 58 722 360994 155 130 50 80 81 360839 30113 1000 29113 330726 36286 294440 40 61 80 40 40 cat_boundaries=0 6 7 12 13 19 20 cat_threshold=1024 134218752 1048576 0 4096 16384 2752 136314880 262208 4352 0 4194304 128 0 0 0 16 268435584 4194308 8388608 is_linear=0 shrinkage=0.01 Tree=878 num_leaves=33 num_cat=2 split_feature=4 10 3 3 5 3 1 17 12 10 5 2 18 3 26 3 12 14 13 12 4 9 2 9 26 25 1 1 25 1 12 5 split_gain=4.6183e+06 2.27565e+07 7.51276e+07 6.00186e+06 2.90856e+06 2.80609e+06 7.68983e+06 3.56107e+06 3.97848e+06 2.84238e+06 2.06628e+06 1.05802e+06 2.23013e+06 4.77545e+06 2.20763e+06 1.71839e+06 1.02865e+06 1.0121e+06 812560 1.73059e+06 3.43415e+06 4.73278e+06 1.18741e+06 850264 519112 2.32974e+06 3.71897e+06 2.23159e+06 1.85168e+06 2.44427e+06 1.067e+06 264043 threshold=2693.9010000000007 16.215000000000003 2725.8677800000005 2725.8677800000005 470.72165250000006 1890.7105500000002 2781.5828000000006 36.129000000000012 1132.9885000000002 724.82817100000011 317.87750000000005 2682.0900000000006 23.355811500000005 13.843700000000002 2022.5000000000002 571.90530000000001 556.80950000000018 1061.9390000000003 1063.1169900000002 1324.2200000000003 785.57750000000021 754.45500000000004 1107.4580000000003 1329.0550000000001 2022.5000000000002 0 2781.5828000000006 1892.2623000000001 1 678.28840000000002 163.29990000000001 584.10300000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 left_child=5 2 4 17 -2 11 7 8 9 10 -7 18 13 14 -13 -15 -9 31 24 20 22 -22 -20 -21 25 27 -27 -1 29 -26 -30 -3 right_child=1 3 -4 -5 -6 6 -8 16 -10 -11 -12 12 -14 15 -16 -17 -18 -19 19 23 21 -23 -24 -25 28 26 -28 -29 30 -31 -32 -33 leaf_value=0.21851673304132724 -1.8240376365462014 -0.34956888103485106 20.25631425857544 -6.2873285827636725 2.2739613592213597 -0.67334496261876653 -6.1832319362346952 -4.416316171884537 3.7494228971921477 -3.564352157974243 1.8736951959398058 4.5502075561523432 3.9071240697588241 -4.1302846018473307 0.25731644008470617 -0.21329520066579183 -1.4227078186381947 -2.2922231492996215 0.48501164035762062 -2.2089291179180144 0.71166405413299805 6.9127799403667449 -1.9829578563145227 0.062161433836993053 -0.1799916211203243 0.0065541341527504829 -3.2534676186697822 3.2758435530339676 -0.01077295379549302 -1.8725682378089292 0.15897758275197119 1.2753720512390136 leaf_weight=4560 43 20 24 25 29 109 26 24 26 25 45 25 21 21 23 24 22 20 272 32 32 20 21 34 4419 176628 35 24 172758 87 3784 20 leaf_count=4560 43 20 24 25 29 109 26 24 26 25 45 25 21 21 23 24 22 20 272 32 32 20 21 34 4419 176628 35 24 172758 87 3784 20 internal_value=0 1.59752 4.93399 -2.17072 -0.173455 -0.000234544 -1.00634 -0.470093 0.094136 -0.4368 0.07092 0.000533585 0.963754 0.299123 2.4932 -2.04122 -2.98459 -0.455473 0.000230841 0.444617 0.728434 3.09671 0.308126 -1.03897 -0.000273287 0.0116903 0.00590793 0.234013 -0.01225 -0.2122 -0.00713412 0.462902 internal_weight=0 181 96 85 72 363097 277 251 205 179 154 362820 114 93 48 45 46 60 362706 411 345 52 293 66 362295 181247 176663 4584 181048 4506 176542 40 internal_count=363278 181 96 85 72 363097 277 251 205 179 154 362820 114 93 48 45 46 60 362706 411 345 52 293 66 362295 181247 176663 4584 181048 4506 176542 40 cat_boundaries=0 6 13 cat_threshold=1074790400 0 0 1073807376 8391168 16384 1048576 4 65536 1073807632 2560 0 2 is_linear=0 shrinkage=0.01 Tree=879 num_leaves=30 num_cat=1 split_feature=4 10 3 15 17 5 3 1 17 12 0 5 0 2 26 5 5 2 0 1 12 13 12 4 11 1 25 0 1 split_gain=4.5264e+06 2.23036e+07 7.36325e+07 5.90649e+06 7.88595e+06 2.85068e+06 2.75025e+06 7.5368e+06 3.4902e+06 3.89931e+06 3.49153e+06 2.54613e+06 1.4646e+06 6.52728e+06 7.89441e+06 2.71536e+06 1.27442e+06 1.17038e+06 4.98057e+06 1.99638e+06 1.00818e+06 775385 1.71141e+06 4.01579e+06 1.01522e+06 642256 2.79938e+06 651086 108777 threshold=2693.9010000000007 16.215000000000003 2725.8677800000005 30.484095000000003 722.46086000000014 470.72165250000006 1890.7105500000002 2781.5828000000006 36.129000000000012 1132.9885000000002 17.804000000000006 92.948000000000022 2778.6210000000005 27.046500000000005 2022.5000000000002 59.779900000000005 1312.9050000000002 2682.0900000000006 887.79240000000016 53.904000000000003 556.80950000000018 1063.1169900000002 1324.2200000000003 785.57750000000021 1413.4285000000002 1256.4300000000001 0 1275.1415000000002 384.69825000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=6 2 5 -3 -5 -2 12 8 9 10 11 -8 17 14 -14 -15 -12 21 19 -19 -10 25 23 -23 -24 27 -27 -1 -21 right_child=1 3 -4 4 -6 -7 7 -9 20 -11 16 -13 13 15 -16 -17 -18 18 -20 28 -22 22 24 -25 -26 26 -28 -29 -30 leaf_value=-0.00057983828358956822 -1.8057972729899163 -5.080669521030627 20.053751392364504 4.7790534137544176 -3.4600454169053299 2.2512215962903253 -0.016223185023323435 -6.1213994598388677 -4.3721530260642369 3.7119286845280572 -1.0910913348197937 3.8881498469477118 6.5996410773782168 -3.41892521585737 -1.198518164952596 0.81499607201778534 -3.7949787620876148 1.4409714168972441 4.6662280491420196 -1.283541139125824 -1.4084807430614126 0.26896512478077944 -1.974874710809617 3.3367944093257189 0.67688975941051144 -1.193845665130232 0.28794418607375877 0.39669616219350851 -2.3265022163391116 leaf_weight=361276 43 38 24 21 26 29 61 26 24 26 72 23 34 28 21 33 23 36 28 20 22 291 42 50 22 214 292 413 20 leaf_count=361276 43 38 24 21 26 29 61 26 24 26 72 23 34 28 21 33 23 36 28 20 22 291 42 50 22 214 292 413 20 internal_value=0 1.58155 4.88465 -2.14902 0.221254 -0.17172 -0.000232198 -0.996281 -0.465392 0.0931946 -0.432432 1.05283 0.000528249 1.124 3.62216 -1.12844 -1.74572 0.000168941 1.06085 -0.267446 -2.95474 -0.000135281 0.437174 0.718793 -1.06333 -0.000624273 -0.356645 -0.000126203 -1.80502 internal_weight=0 181 96 85 47 72 363097 277 251 205 179 84 362820 116 55 61 95 362704 104 76 46 362600 405 341 64 362195 506 361689 40 internal_count=363278 181 96 85 47 72 363097 277 251 205 179 84 362820 116 55 61 95 362704 104 76 46 362600 405 341 64 362195 506 361689 40 cat_boundaries=0 4 cat_threshold=1081344 0 4352 1073741824 is_linear=0 shrinkage=0.01 Tree=880 num_leaves=26 num_cat=1 split_feature=17 15 3 12 2 9 7 4 2 2 15 18 1 12 13 11 16 3 10 12 6 25 4 10 17 split_gain=2.42293e+06 1.28561e+07 7.96399e+06 3.48775e+07 7.35558e+07 9.61464e+06 3.48574e+06 4.82962e+06 2.34373e+06 1.52699e+06 979712 5.41143e+06 1.76397e+06 2.34236e+06 3.52407e+06 3.54876e+06 847234 1.45112e+06 574019 1.18113e+06 584966 2.60542e+06 698413 431412 101804 threshold=2221.3567500000004 2869.3449000000005 2725.8677800000005 85.709000000000017 1468.575 148.55550000000002 26.254000000000001 229.44145 54.783000000000008 967.39580000000012 1947.7010000000002 1128.2175000000002 1892.2623000000001 1132.9885000000002 76.239500000000007 279.32975000000005 127.39900000000002 7.7315000000000014 3056.7500000000005 371.74280000000005 265.24250000000001 0 2693.9010000000007 270.74340000000007 3600.16113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=2 9 10 5 -5 6 7 8 -4 23 12 16 18 14 15 -14 17 -12 20 -20 22 -22 -1 24 -2 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 leaf_value=-0.00039372983930187989 0.49515055686856307 -8.3200572638078167 -0.32819602468739384 -1.5411893434877748 23.412666851225353 -5.6283992910385132 4.600282775878906 -3.7507000366846723 4.3524819698333737 2.5795477347146898 -0.65211206667351007 5.2605169536756433 -1.0603043829671388 1.5841743634198164 -4.1584434931928467 3.2549686917804537 -1.3358421939128156 2.7615287351608275 -2.3853134017155089 0.68740847674283123 0.82947650020158892 0.031264329597511409 1.1369508010259382 -1.6584687029231679 -0.45824700332823254 leaf_weight=358083 24 22 23 27 21 30 20 24 20 21 33 23 206 37 33 21 37 20 29 22 449 3775 54 22 21 leaf_count=358083 24 22 23 27 21 30 20 24 20 21 33 23 206 37 33 21 37 20 29 22 449 3775 54 22 21 internal_value=0 -1.4827 0.00166592 2.19813 9.37612 -0.746684 0.936666 -0.15695 1.84886 0.226643 0.000667037 0.931651 0.000376994 -0.769975 -1.10499 -0.661094 -0.174614 0.636054 0.0010083 -1.05983 0.00115761 0.11815 -0.000222241 -0.510834 0.0502317 internal_weight=0 110 362987 165 48 117 87 67 43 88 362822 113 362709 297 260 227 90 53 362412 51 362361 4224 358137 67 45 internal_count=363097 110 362987 165 48 117 87 67 43 88 362822 113 362709 297 260 227 90 53 362412 51 362361 4224 358137 67 45 cat_boundaries=0 5 cat_threshold=134299684 134250560 16 65536 16384 is_linear=0 shrinkage=0.01 Tree=881 num_leaves=28 num_cat=0 split_feature=17 15 3 12 2 9 7 4 2 2 15 21 8 5 1 12 13 11 8 4 1 2 9 10 6 10 17 split_gain=2.37472e+06 1.26003e+07 7.8055e+06 3.41834e+07 7.20921e+07 9.4233e+06 3.41637e+06 4.73351e+06 2.29709e+06 1.4966e+06 960216 4.60137e+06 1.99108e+06 4.52124e+06 1.72887e+06 2.29574e+06 3.45394e+06 3.47814e+06 640197 1.63224e+06 3.58764e+06 1.2686e+06 1.10404e+06 1.52311e+06 540807 422827 99778.4 threshold=2221.3567500000004 2869.3449000000005 2725.8677800000005 85.709000000000017 1468.575 148.55550000000002 26.254000000000001 229.44145 54.783000000000008 967.39580000000012 1947.7010000000002 76.062000000000012 177.38250000000002 8.5440000000000023 1892.2623000000001 1132.9885000000002 76.239500000000007 279.32975000000005 1350.3896175000002 1116.5450000000003 1098.6214000000002 1468.575 923.19600000000014 335.61025000000001 1136.6981000000003 270.74340000000007 3600.16113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 10 5 -5 6 7 8 -4 25 14 12 13 -12 18 16 17 -16 22 20 -20 -21 24 -24 -1 26 -2 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 19 21 -22 -23 23 -25 -26 -27 -28 leaf_value=0.00085907692130117908 0.49019906344357878 -8.2368568608977579 -0.3249141253595767 -1.5257775610464592 23.178539588564917 -5.5721152866681418 4.554280471801758 -3.7131929008165998 4.3089575443267822 2.5537522670200894 -0.9892312139623306 5.2737533540725714 -1.7351942074604523 5.002760825157166 -1.0497013128505459 1.5683325599979712 -4.1168590853431013 3.2224188708691375 0.4171336101840119 -1.9189214933436851 4.5273192069841466 1.097833766937256 -0.063186169168617148 -1.1221472520413607 0.34968490247240064 -1.6418839812820607 -0.45366452103569394 leaf_weight=360999 24 22 23 27 21 30 20 24 20 21 34 20 39 20 206 37 33 21 277 46 23 20 395 207 445 22 21 leaf_count=360999 24 22 23 27 21 30 20 24 20 21 34 20 39 20 206 37 33 21 277 46 23 20 395 207 445 22 21 internal_value=0 -1.46787 0.0016495 2.17615 9.28236 -0.739217 0.9273 -0.155381 1.83038 0.224377 0.000660603 0.922335 -0.013454 1.23003 0.000373461 -0.762275 -1.09394 -0.654483 0.000998458 0.419018 0.732248 -1.00475 0.000575873 -0.427314 0.00128854 -0.505726 0.0497294 internal_weight=0 110 362987 165 48 117 87 67 43 88 362822 113 93 54 362709 297 260 227 362412 366 300 66 362046 602 361444 67 45 internal_count=363097 110 362987 165 48 117 87 67 43 88 362822 113 93 54 362709 297 260 227 362412 366 300 66 362046 602 361444 67 45 is_linear=0 shrinkage=0.01 Tree=882 num_leaves=34 num_cat=2 split_feature=3 16 12 9 7 5 0 12 5 2 14 3 1 19 25 15 3 3 0 1 12 1 2 24 10 0 0 3 2 26 1 1 7 split_gain=1.96899e+06 2.16961e+07 4.34279e+07 8.25429e+06 1.26449e+07 4.09511e+06 1.15295e+06 1.77562e+06 3.87481e+06 5.05264e+06 1.22476e+06 8.85344e+06 1.46489e+06 3.35757e+06 1.42256e+06 1.49346e+06 1.361e+06 1.25188e+06 1.06788e+06 764875 746483 1.59163e+06 787607 1.6635e+06 885275 766042 705014 491930 478658 468475 445989 336222 215556 threshold=2725.8677800000005 85.19850000000001 85.709000000000017 580.86400000000015 313.37825000000004 137.52250000000001 2778.6210000000005 232.25300000000001 152.04452500000002 287.03350000000006 1182.8200000000004 1493.1141200000004 1892.2623000000001 106.22500000000001 0 362.50000000000006 145.91800000000003 1118.1025000000002 267.54700000000008 7.7340000000000009 828.5512500000001 234.35700000000003 624.21400000000006 1 3056.7500000000005 1117.6621800000003 561.94500000000005 411.39420000000001 104.01000000000001 2022.5000000000002 3.3143000000000007 326.39850000000001 302.8318000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 5 28 10 8 9 30 12 14 20 17 15 19 -17 29 27 -12 22 26 24 -24 -1 -23 -22 -16 -2 -14 -8 -20 -19 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 11 -13 13 -15 18 16 -18 32 31 -21 21 25 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.00073476116495043169 -0.034414576721191407 -5.6485223401220219 13.767976597753064 -5.7920260295867925 8.3266636400222769 -4.2594364478371363 0.61739913799545987 -3.0994098837622284 2.7025815056216334 -5.3238387425740568 0.96306948573501017 5.3633151762826108 -1.2272476182893703 3.0774577858334498 0.18759289159856996 4.3147608222961429 0.98938031166791918 -3.2475170359404189 -0.79090828169475902 -1.5488178851387719 -0.13830200853902999 -1.4542657797957119 0.64104091040240041 -0.031349473221336195 -1.9199142702420553 0.17440840456220841 1.3103519565994675 -1.3580365681648254 1.9427152180671692 -0.23150171016124968 -1.1538633401053293 -2.4563055052580656 -1.8927662150065103 leaf_weight=359998 25 38 29 20 20 22 44 29 31 24 27 35 95 21 145 20 32 23 22 22 365 146 586 967 24 36 37 24 24 94 21 27 24 leaf_count=359998 25 38 29 20 20 22 44 29 31 24 27 35 95 21 145 20 32 23 22 22 365 146 586 967 24 36 37 24 24 94 21 27 24 internal_value=0 1.05268 2.87158 0.0247743 1.30319 -0.675251 0.000676544 -0.878796 -0.342147 -1.40267 0.00103777 0.58895 0.000463508 -0.75425 0.0651164 0.989948 2.26837 -1.09521 -0.390843 -0.164717 0.000999078 -0.356235 0.00157607 0.226292 0.000606726 -1.13211 -0.00496819 -0.0319048 0.933976 -0.732009 0.0451451 -1.70858 -2.55573 internal_weight=0 178 140 111 91 71 362919 149 120 89 362770 354 362416 257 319 101 52 236 218 49 362159 584 361575 1553 360022 182 402 169 49 189 65 49 47 internal_count=363097 178 140 111 91 71 362919 149 120 89 362770 354 362416 257 319 101 52 236 218 49 362159 584 361575 1553 360022 182 402 169 49 189 65 49 47 cat_boundaries=0 7 8 cat_threshold=32768 0 4096 0 4194304 0 4 1114 is_linear=0 shrinkage=0.01 Tree=883 num_leaves=29 num_cat=0 split_feature=17 15 3 2 26 1 0 1 0 0 13 5 2 15 18 1 26 5 11 2 2 11 26 1 0 2 26 19 split_gain=2.30876e+06 1.22647e+07 7.53834e+06 2.57552e+07 2.63967e+07 3.03378e+06 1.99377e+06 1.93991e+06 2.11904e+06 1.22629e+06 2.47156e+06 3.51611e+06 4.01765e+06 1.32133e+06 5.15751e+06 1.66416e+06 1.88689e+06 1.54674e+06 1.31013e+06 800386 573124 545751 509906 3.19503e+06 1.53851e+06 260921 230888 40241.4 threshold=2221.3567500000004 2869.3449000000005 2725.8677800000005 2682.0900000000006 2022.5000000000002 1461.4925000000003 591.40200000000016 523.64669700000002 72.16500000000002 2778.6210000000005 23.508500000000002 152.04452500000002 300.34390000000008 1947.7010000000002 1128.2175000000002 1892.2623000000001 2022.5000000000002 1312.9050000000002 1413.4285000000002 873.09500000000014 22.675479000000003 21.007735000000004 2022.5000000000002 786.89439000000004 747.41500000000008 17.263000000000002 2022.5000000000002 144.14500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 9 5 -5 7 25 8 20 13 11 12 26 15 18 22 19 -18 21 -17 -4 -15 23 -1 -24 27 -11 -2 right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 leaf_value=0.010848949907794826 0.028946719517310461 -8.1255790953202673 0.24988191736155543 1.1789352834792366 17.231424118041993 -2.7306590086041074 2.7526043609950852 3.4743900453476684 -2.6487240309942339 -0.53241510902963041 -3.5885614899226597 2.4827881206165658 -5.1564812396821527 0.10434768044948578 5.5548779578435985 -2.2819978093346465 -0.48272218272089962 2.2246760969895583 2.2793593921661377 -0.67497176039452644 2.4503164319992066 -1.7356726928993507 -0.0088348520501542824 0.78987798275313137 -0.48963590439252869 -1.6235245342254638 0.75700649624779115 -0.57046808884257361 leaf_weight=180832 24 22 29 21 20 33 23 21 21 41 28 33 21 40 21 79 112 26 20 51 20 27 180274 528 668 20 21 21 leaf_count=180832 24 22 29 21 20 33 23 21 21 41 28 33 21 40 21 79 112 26 20 51 20 27 180274 528 668 20 21 21 internal_value=0 -1.44735 0.00161947 2.13858 9.00942 -0.133225 0.222208 0.808702 0.00899571 0.000647651 -0.921984 -0.278327 -1.37612 0.00101398 1.10695 0.00068455 -0.787032 0.0273673 0.0333096 -1.65155 1.14802 -0.637153 0.00126724 0.013117 -0.0106099 -0.673163 -0.0956755 -0.25078 internal_weight=0 110 362987 165 41 124 88 91 70 362822 144 116 83 362678 108 362570 268 138 87 130 49 67 362302 181360 180942 65 62 45 internal_count=363097 110 362987 165 41 124 88 91 70 362822 144 116 83 362678 108 362570 268 138 87 130 49 67 362302 181360 180942 65 62 45 is_linear=0 shrinkage=0.01 Tree=884 num_leaves=33 num_cat=1 split_feature=17 4 3 12 2 9 7 4 2 1 1 24 12 5 1 2 1 4 3 6 7 21 1 18 8 4 9 7 8 22 8 18 split_gain=2.26282e+06 1.13592e+07 7.38833e+06 3.29276e+07 7.00628e+07 9.2172e+06 3.25047e+06 4.60886e+06 2.23062e+06 1.78537e+06 876907 6.40408e+06 3.8809e+06 3.24171e+06 2.29164e+06 3.01499e+06 1.93631e+06 1.4965e+06 1.49642e+06 1.22376e+06 1.22265e+06 643357 2.12943e+06 720396 742061 2.10089e+06 711954 460749 377941 258804 44257.7 6639.21 threshold=2221.3567500000004 1522.8167500000002 2725.8677800000005 85.709000000000017 1468.575 148.55550000000002 26.254000000000001 229.44145 54.783000000000008 130.40580000000003 1892.2623000000001 0 1017.6685000000001 45.32630000000001 2781.5828000000006 1468.575 2781.5828000000006 244.94670000000002 83.825000000000003 652.29725000000008 112.55400000000002 704.21750000000009 860.12500000000011 3273.8635600000002 1350.3896175000002 1116.5450000000003 923.19600000000014 92.584500000000006 439.63100000000003 713.5544000000001 116.64300000000001 13.863000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 10 5 -5 6 7 8 -4 30 21 12 13 16 17 27 -12 18 -13 -15 -19 23 28 24 26 -26 -1 -16 29 -23 31 -2 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 11 14 -14 19 15 -17 -18 20 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.0014347893055395124 -0.11239827054738999 -7.0671190339547616 -0.31643533374952237 -1.5632848746688277 22.790857936314175 -5.5238721334139509 4.4418962936401369 -3.6626470200220744 4.2499022989273074 3.0029875464439391 0.27329276402791342 -0.47037815570831298 5.388510992050171 -3.1648767827315765 -1.1318968521356583 -6.010547697647759 4.0605152289072679 2.2202590274810792 -4.1087241384983066 0.2529227274656296 -0.77202512820561719 0.14597918616135916 -3.2236651523296649 1.8992627525329591 0.82251005365792351 -1.0709806141543063 -0.34418388200564998 -2.9081650651019557 -1.2189376675287882 -1.0154499283331362 -0.81504710006713865 -0.3615210918239925 leaf_weight=361301 20 27 23 27 21 30 20 24 20 20 27 26 20 22 40 23 27 22 20 20 36 150 26 20 297 73 597 23 30 22 20 23 leaf_count=361301 20 27 23 27 21 30 20 24 20 20 27 26 20 22 40 23 27 22 20 20 36 150 26 20 297 73 597 23 30 22 20 23 internal_value=0 -1.43288 0.00160328 2.1172 9.09165 -0.744117 0.904074 -0.151992 1.80744 0.39995 0.000641174 -0.534456 1.27154 0.546291 -1.61879 -2.9117 2.1669 -0.705303 -2.05227 -1.53735 0.362979 0.00109285 -0.529941 0.00142705 0.00132227 0.448929 0.000864644 -1.78038 -0.183224 -0.0025757 -0.426411 -0.24565 internal_weight=0 110 362987 165 48 117 87 67 43 83 362822 306 116 96 190 86 54 104 46 42 58 362516 228 362288 362268 370 361898 63 202 172 63 43 internal_count=363097 110 362987 165 48 117 87 67 43 83 362822 306 116 96 190 86 54 104 46 42 58 362516 228 362288 362268 370 361898 63 202 172 63 43 cat_boundaries=0 1 cat_threshold=2063 is_linear=0 shrinkage=0.01 Tree=885 num_leaves=31 num_cat=5 split_feature=7 17 15 3 15 6 6 2 25 1 8 1 14 25 3 1 24 3 24 1 7 3 19 14 6 25 10 6 11 2 split_gain=6.36037e+06 7.14288e+06 5.68332e+06 4.1857e+06 1.67842e+06 3.72098e+06 1.2622e+06 928871 4.85958e+06 3.2389e+07 4.05052e+07 3.22862e+07 4.52032e+06 2.63513e+06 1.43605e+06 1.35446e+06 3.05384e+06 2.91603e+06 967418 932542 739556 704972 696988 486557 482784 417716 546970 532093 330167 178402 threshold=2822.9627650000007 270.45080000000007 270.06600000000009 2725.8677800000005 2869.3449000000005 551.27100000000007 1136.6981000000003 251.15409550000004 0 2781.5828000000006 29.813750000000002 2781.5828000000006 1929.7000000000003 1 2725.8677800000005 1256.4300000000001 2 748.6165000000002 3 1892.2623000000001 1131.6606400000003 1118.1025000000002 39.482500000000009 4.2410000000000005 118.65100000000002 4 172.93750000000003 1937.6795000000002 314.2625000000001 52.051000000000009 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 1 2 1 2 2 2 2 2 2 9 2 2 2 2 left_child=4 2 3 6 7 28 24 15 9 12 -11 14 13 -9 18 20 19 23 -10 29 25 22 -22 -18 -2 26 -1 -27 -6 -17 right_child=1 -3 -4 -5 5 -7 -8 8 11 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.034615045551762973 -0.73549850878508194 -6.6421350955963137 3.8354640789031982 -5.4476476317185618 -0.7588063309409403 -5.0688641090620132 1.1145161469777425 -0.8920114436668436 0.28261391267423397 18.154446023028829 0.24437302504267014 -10.31209670405234 4.4281646046271694 0.32268091851394765 -2.390493077498216 -0.98826176705567736 -0.13712467587911165 3.365419918696086 -0.13890000485417495 -3.2107530929283663 -0.14997945357452738 -2.1534701402982077 -1.6509423712889353 -1.6249304157257081 -2.8326469039916993 0.0023910261152149492 -0.66348567062144659 0.81298754439677723 1.0164672446250915 -2.100631810256413 leaf_weight=27702 23 28 20 26 22 21 24 183 726 23 28 31 26 2528 26 46 182 24 2084 44 220 24 36 25 21 329330 139 81 20 21 leaf_count=27702 23 28 20 26 22 21 24 183 726 23 28 31 26 2528 26 46 182 24 2084 44 220 24 36 25 21 329330 139 81 20 21 internal_value=0 -2.11664 -1.00512 -2.03503 0.000168406 -1.63191 -0.730201 0.000451247 0.127613 0.423993 8.32146 -0.161516 0.278384 0.238586 -0.0511303 -0.00155812 -0.630574 0.0630296 -0.029485 -1.90782 -0.000956431 -0.514688 -0.361052 -0.316811 -1.73641 -0.000553788 -0.0377412 0.00259027 0.086562 -1.33692 internal_weight=0 142 114 94 363592 63 68 363529 5655 2788 51 2867 2737 2711 2836 357874 342 231 2810 111 357532 280 256 207 44 357252 27841 329411 42 67 internal_count=363734 142 114 94 363592 63 68 363529 5655 2788 51 2867 2737 2711 2836 357874 342 231 2810 111 357532 280 256 207 44 357252 27841 329411 42 67 cat_boundaries=0 7 8 9 10 17 cat_threshold=2148892704 8717888 135266576 2359297 545263616 16384 128 1048576 1156 1552 3531604034 272830468 4047544320 278528 67633673 2147745793 2 is_linear=0 shrinkage=0.01 Tree=886 num_leaves=28 num_cat=1 split_feature=7 17 15 4 15 2 3 2 25 1 8 1 4 7 0 1 3 0 7 16 23 14 1 20 3 3 17 split_gain=6.2338e+06 7.00074e+06 5.57022e+06 4.11232e+06 1.64502e+06 3.19981e+06 1.26343e+06 910280 4.76246e+06 3.17446e+07 3.96991e+07 3.16437e+07 5.11168e+06 6.43362e+06 4.38449e+06 1.25977e+07 1.40748e+06 965622 781034 909283 566826 1.0557e+06 655956 338030 293376 291792 146512 threshold=2822.9627650000007 270.45080000000007 270.06600000000009 974.87180000000001 2869.3449000000005 267.68250000000006 2725.8677800000005 251.15409550000004 0 2781.5828000000006 29.813750000000002 2781.5828000000006 2693.9010000000007 1538.3385000000001 2778.6210000000005 172.78275000000005 2725.8677800000005 1519.5755740000002 1131.6606400000003 131.39000000000001 322.44000000000005 448.09750000000003 1256.4300000000001 37.250000000000007 0.74700000000000011 888.08100000000013 26.352050000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 24 7 26 -5 14 9 12 -11 16 13 -9 18 -16 17 -10 20 25 22 -22 -1 -21 -2 -20 -6 right_child=1 -3 -4 6 5 -7 -8 8 11 10 -12 -13 -14 -15 15 -17 -18 -19 19 23 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.00051759197771862912 0.99349000844088464 -6.5757137543814519 3.7971094417572022 -2.5696322179723672 -0.62291729802670692 -4.9201353197097779 -5.7979763655229046 0.24850773978724783 -0.061924849961383623 17.972901866746987 0.24192931158202036 -10.208975801775532 -3.6977345931530001 3.533360170927204 0.052299005161632196 -9.2155844359397889 -2.3665881641094502 1.0204157991830041 -0.11713030045887209 -1.0253229368925094 0.264224934226306 2.4907323012749352 -0.45850705506321726 -2.546760780085688 -0.621774031597635 -1.3806956758499147 0.54736834716796878 leaf_weight=356978 22 28 20 27 23 20 22 2644 2725 23 28 31 32 61 55 20 26 85 212 40 189 24 313 23 23 20 20 leaf_count=356978 22 28 20 27 23 20 22 2644 2725 23 28 31 32 61 55 20 26 85 212 40 189 24 313 23 23 20 20 internal_value=0 -2.09547 -0.995065 -2.01468 0.000166605 -1.61559 -4.01909 0.000446618 0.126329 0.419733 8.23825 -0.159896 0.27558 0.322584 -0.00154254 -2.41914 -0.050614 -0.029185 -0.00103578 -0.515369 -0.000611365 0.515099 -0.000918808 -1.58077 0.167911 -0.226058 -0.0785984 internal_weight=0 142 114 94 363592 63 49 363529 5655 2788 51 2867 2737 2705 357874 75 2836 2810 357799 295 357504 213 357291 63 45 232 43 internal_count=363734 142 114 94 363592 63 49 363529 5655 2788 51 2867 2737 2705 357874 75 2836 2810 357799 295 357504 213 357291 63 45 232 43 cat_boundaries=0 7 cat_threshold=2148892704 8717888 135266576 2359297 545263616 16384 128 is_linear=0 shrinkage=0.01 Tree=887 num_leaves=29 num_cat=2 split_feature=7 17 15 4 15 6 6 2 25 1 5 1 4 7 0 1 1 0 5 7 16 0 23 23 1 12 24 0 split_gain=6.10974e+06 6.86142e+06 5.45937e+06 4.03049e+06 1.61228e+06 3.6204e+06 959643 892165 4.66768e+06 3.11129e+07 4.02681e+07 3.1014e+07 5.00995e+06 6.3056e+06 4.29724e+06 1.23538e+07 881794 2.56258e+06 1.20999e+06 765491 891189 632408 555547 800314 642902 474799 336519 177513 threshold=2822.9627650000007 270.45080000000007 270.06600000000009 974.87180000000001 2869.3449000000005 551.27100000000007 22.332262500000002 251.15409550000004 0 2781.5828000000006 278.16000000000003 2781.5828000000006 2693.9010000000007 1538.3385000000001 2778.6210000000005 140.77500000000003 1098.6214000000002 1519.5755740000002 723.78135000000009 1131.6606400000003 131.39000000000001 1275.1415000000002 322.44000000000005 1143.6000000000004 1256.4300000000001 97.462000000000018 1 321.84000000000009 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=4 2 3 6 7 25 -2 14 9 12 -11 16 13 -9 19 -16 17 -10 -18 22 26 -5 24 -24 -1 -6 -21 -22 right_child=1 -3 -4 21 5 -7 -8 8 11 10 -12 -13 -14 -15 15 -17 18 -19 -20 20 27 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.00051241619217897089 -1.3949182351430258 -6.5099566241673061 3.7591384372711185 -2.6109071083068849 -0.91810471578077835 -4.9896201065608432 1.5322374725341796 0.24602266395191202 -0.053122088993354633 19.218567558526992 1.0186419037849672 -10.106886014630717 -3.660757179260254 3.4980266048869146 0.13599789186760233 -8.9030850628444131 -1.5734464503027672 2.1087235488210405 0.21901266836408359 0.18868174940852797 -1.1761266346675594 -4.9223468043886385 0.88491102905427255 -0.49210835687045396 -0.45392196729541207 1.2107854242324829 -0.55362335144583863 -2.2896063076366078 leaf_weight=356978 21 28 20 20 22 21 24 2644 2627 20 31 31 32 61 54 21 86 56 67 108 41 29 155 58 313 20 124 22 leaf_count=356978 21 28 20 20 22 21 24 2644 2627 20 31 31 32 61 54 21 86 56 67 108 41 29 155 58 313 20 124 22 internal_value=0 -2.07452 -0.985114 -1.99453 0.000164938 -1.59944 0.166231 0.000442151 0.125066 0.415536 8.15587 -0.158297 0.272824 0.319358 -0.00152711 -2.39495 -0.0501078 -0.00799971 -0.788513 -0.00102542 -0.510216 -3.9789 -0.000605252 0.509948 -0.00090962 0.0956525 -0.223798 -1.56496 internal_weight=0 142 114 94 363592 63 45 363529 5655 2788 51 2867 2737 2705 357874 75 2836 2683 153 357799 295 49 357504 213 357291 42 232 63 internal_count=363734 142 114 94 363592 63 45 363529 5655 2788 51 2867 2737 2705 357874 75 2836 2683 153 357799 295 49 357504 213 357291 42 232 63 cat_boundaries=0 7 8 cat_threshold=2148892704 8717888 135266576 2359297 545263616 16384 128 1235 is_linear=0 shrinkage=0.01 Tree=888 num_leaves=30 num_cat=2 split_feature=7 17 15 3 15 5 4 2 25 3 11 3 14 4 7 16 25 2 11 23 14 22 4 11 9 13 9 3 5 split_gain=5.98816e+06 6.72488e+06 5.35073e+06 3.98531e+06 1.5802e+06 3.14914e+06 1.46502e+06 874412 4.5748e+06 2.48191e+07 4.87627e+07 2.13038e+07 3.87503e+06 2.73509e+06 878489 974253 809845 1.45577e+06 1.01282e+06 483680 1.0701e+06 673841 460977 866569 441287 292416 630401 250930 229331 threshold=2822.9627650000007 270.45080000000007 270.06600000000009 2725.8677800000005 2869.3449000000005 162.66100000000003 974.87180000000001 251.15409550000004 0 2725.8677800000005 85.33120000000001 2725.8677800000005 1929.7000000000003 2693.9010000000007 1131.6606400000003 131.39000000000001 1 2682.0900000000006 954.88100000000009 322.44000000000005 448.09750000000003 328.42000000000007 1116.5450000000003 420.87650000000008 2854.0889000000006 636.58625000000018 196.06150000000002 888.08100000000013 224.55750000000003 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 6 7 -6 -2 14 9 12 -11 16 13 -9 19 27 17 -10 -18 22 21 -21 24 -24 -1 26 -17 28 -16 right_child=1 -3 -4 -5 5 -7 -8 8 11 10 -12 -13 -14 -15 15 25 18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=-0.0010940348730364745 0.48974946254637181 -6.4448570660182405 3.7215468921661374 -5.30451361142672 0.41628306007385257 -4.0831027415820529 -2.5101219827157482 0.28327751444574167 -0.37563671673876214 17.241211221313478 -2.7144565216700238 -7.5949729417499752 4.0563377147250712 -2.7041798739279472 -0.29255733079910279 -0.95460890033028356 0.036048718449316057 -3.1173314748491561 -1.0617354669516115 -0.074874808474590909 2.4638609327375889 1.4139444636357459 -0.20922938544279451 -1.961759376525879 1.1920650272984659 -0.7200164376134458 -3.4076610794067381 -1.2853920764014835 0.56450008179012101 leaf_weight=356985 41 28 20 26 35 28 27 2681 249 25 24 38 27 31 175 22 2472 21 87 152 24 38 314 31 31 23 20 21 38 leaf_count=356985 41 28 20 26 35 28 27 2681 249 25 24 38 27 31 175 22 2472 21 87 152 24 38 314 31 31 23 20 21 38 internal_value=0 -2.05377 -0.975263 -1.97458 0.000163189 -1.58344 -0.701376 0.00043763 0.123816 0.41138 7.46701 -0.156714 0.286659 0.249129 -0.00151194 -0.543327 -0.0573546 -0.567848 -0.00126841 -0.00105889 0.474213 0.222889 -0.00134349 -0.366703 -0.000990432 -1.62638 -2.12273 -0.242478 -0.139655 internal_weight=0 142 114 94 363592 63 68 363529 5655 2788 49 2867 2739 2712 357874 299 2829 270 2559 357575 214 190 357361 345 357016 65 42 234 213 internal_count=363734 142 114 94 363592 63 68 363529 5655 2788 49 2867 2739 2712 357874 299 2829 270 2559 357575 214 190 357361 345 357016 65 42 234 213 cat_boundaries=0 7 12 cat_threshold=2148892704 8717888 135266576 2359297 545263616 16384 128 8388740 0 64 37748738 81920 is_linear=0 shrinkage=0.01 Tree=889 num_leaves=27 num_cat=2 split_feature=7 17 15 3 15 6 4 6 3 25 1 1 14 0 1 4 4 13 14 14 3 25 0 1 12 7 split_gain=5.86899e+06 6.59106e+06 5.24425e+06 3.906e+06 1.54875e+06 3.5047e+06 1.43587e+06 868544 714783 1.05288e+07 6.14234e+07 2.31632e+07 4.85662e+06 4.44309e+06 7.27242e+06 7.17986e+06 4.36789e+06 2.42292e+06 2.27467e+06 618393 1.19963e+06 520842 2.24175e+06 512309 468608 460932 threshold=2822.9627650000007 270.45080000000007 270.06600000000009 2725.8677800000005 2869.3449000000005 551.27100000000007 974.87180000000001 55.128000000000007 1118.1025000000002 0 1892.2623000000001 2781.5828000000006 1929.7000000000003 2778.6210000000005 133.85250000000005 111.28200000000001 974.87180000000001 454.42500000000007 7.2831999999999999 1619.4627500000004 428.36700000000008 1 392.93750000000006 2781.5828000000006 97.462000000000018 279.22250000000003 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=4 2 3 6 8 24 7 -2 13 10 16 12 17 19 -15 -16 18 -11 -10 21 25 22 -1 -23 -6 -21 right_child=1 -3 -4 -5 5 -7 -8 -9 9 11 -12 -13 -14 14 15 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 leaf_value=0.11938100956441139 -1.0065634531974792 -6.380408448491778 3.6843314800262452 -5.2514683297964249 -0.90695098140022978 -4.9031779332388012 -2.4850208607426398 1.9052476319812592 1.9947424017796751 0.28089485788808288 18.230632022510875 -8.4024375193046801 4.604535122315089 0.29480927342274149 -8.7853808848063153 -1.1279979106903075 -4.16626214890253 -1.505959008677622 -1.4071149980610815 0.19211820952270342 -2.2590761865888322 -0.00023700788120249882 2.300632757751309 0.78549968369035839 1.2080128989219665 -1.2352757301330568 leaf_weight=1226 20 28 20 26 22 21 27 21 61 515 22 33 24 61 24 25 21 89 29 92 35 361110 49 83 20 30 leaf_count=1226 20 28 20 26 22 21 27 21 61 515 22 33 24 61 24 25 21 89 29 92 35 361110 49 83 20 30 internal_value=0 -2.03324 -0.96551 -1.95484 0.000161557 -1.56761 -0.694362 0.484852 0.000433253 0.300144 2.75843 -0.232699 0.192897 -0.000222791 -2.00969 -4.87855 -0.0596266 0.0176002 0.898588 0.000386768 -0.627077 0.000658548 0.201628 -5.64487e-05 0.100175 -0.15888 internal_weight=0 142 114 94 363592 63 68 41 363529 794 133 661 628 362735 110 49 111 604 90 362625 157 362468 1275 361193 42 122 internal_count=363734 142 114 94 363592 63 68 41 363529 794 133 661 628 362735 110 49 111 604 90 362625 157 362468 1275 361193 42 122 cat_boundaries=0 7 13 cat_threshold=1048576 0 256 0 0 0 128 0 0 0 4194304 2176 24576 is_linear=0 shrinkage=0.01 Tree=890 num_leaves=28 num_cat=0 split_feature=7 18 0 2 3 2 6 9 0 2 13 5 0 2 5 10 9 1 5 2 16 3 18 15 0 10 1 split_gain=1.84665e+06 1.3887e+07 7.43492e+06 9.78492e+06 5.2094e+06 1.73327e+07 4.21112e+06 3.04237e+06 1.78926e+06 6.28545e+06 2.16051e+06 2.67866e+06 1.72988e+06 2.06806e+06 1.71693e+06 1.57523e+06 1.57278e+06 1.38382e+06 1.18722e+06 1.36296e+06 868590 1.13426e+07 1.35831e+06 857076 2.05337e+06 694579 71748.8 threshold=2822.9627650000007 306.66184900000007 2778.6210000000005 1827.1555000000001 2725.8677800000005 2682.0900000000006 249.52500000000001 285.55675000000008 2778.6210000000005 27.046500000000005 165.60500000000005 152.04452500000002 1884.2950000000003 323.96475000000004 31.161000000000005 190.45082400000004 42.010500000000008 340.50250000000011 11.876000000000003 54.783000000000008 1188.6000000000001 1118.1025000000002 1530.3410000000001 933.03750000000002 312.01600000000002 3056.7500000000005 28.142500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 15 8 6 18 -8 12 -10 11 -11 20 17 -15 -2 -16 26 19 -6 23 22 -22 25 -25 -1 -14 right_child=1 -3 -4 -5 5 -7 7 -9 9 10 -12 -13 13 14 16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 leaf_value=0.0013193777914855514 -1.1951899308628506 8.2431594483748718 4.8728950916637075 -7.7692707595825201 -1.2865895910263061 -9.3025231199998117 -5.3998326110839843 -0.21203625715695895 3.6409153874167082 -1.742277837900015 -2.9933118763676396 2.8421735565185551 -0.42730245299339298 -4.4534741401672369 1.0517337112426757 1.9074533303578696 -2.3687848453986935 2.2289739868857645 3.5433071932792668 2.4052340316772463 0.19557704018008323 6.8480548176398646 -1.982043334534674 -0.047267557733167306 -1.7661619550822882 -1.3877731797430248 -1.1125966743989424 leaf_weight=362280 36 23 22 20 20 26 20 26 58 26 27 25 50 23 20 30 41 22 20 20 217 26 33 275 93 36 22 leaf_count=362280 36 23 22 20 20 26 20 26 58 26 27 25 50 23 20 30 41 22 20 20 217 26 33 275 93 36 22 internal_value=0 1.18785 -0.314676 -1.64173 0.000342612 -1.98588 -0.191232 -2.4676 0.00106433 1.14786 -0.705953 0.505002 0.00063484 -0.984945 -2.12518 0.215102 -1.2473 0.0339913 1.55398 0.559322 0.00111818 0.561892 -0.0918688 0.000691436 -0.481662 0.00118136 -0.636698 internal_weight=0 131 108 86 363406 132 106 46 363274 136 78 51 363138 178 84 66 61 94 60 40 362960 276 250 362684 368 362316 72 internal_count=363537 131 108 86 363406 132 106 46 363274 136 78 51 363138 178 84 66 61 94 60 40 362960 276 250 362684 368 362316 72 is_linear=0 shrinkage=0.01 Tree=891 num_leaves=28 num_cat=0 split_feature=7 18 0 2 3 2 6 9 4 0 2 26 13 5 0 2 5 10 9 1 20 5 7 0 11 18 1 split_gain=1.8099e+06 1.36106e+07 7.28696e+06 9.5902e+06 5.10573e+06 1.69877e+07 4.12732e+06 2.98182e+06 1.99819e+06 1.75365e+06 6.16037e+06 8.33202e+06 2.11752e+06 2.62536e+06 1.69546e+06 2.0269e+06 1.68276e+06 1.54388e+06 1.54148e+06 1.35628e+06 722044 4.66621e+06 642672 1.87258e+06 668674 250310 70320.9 threshold=2822.9627650000007 306.66184900000007 2778.6210000000005 1827.1555000000001 2725.8677800000005 2682.0900000000006 249.52500000000001 285.55675000000008 140.94445500000003 2778.6210000000005 27.046500000000005 2022.5000000000002 165.60500000000005 152.04452500000002 1884.2950000000003 323.96475000000004 31.161000000000005 190.45082400000004 42.010500000000008 340.50250000000011 1925.7125000000003 224.55750000000003 1538.3385000000001 688.40820000000008 3182.0603000000006 229.33000000000001 28.142500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 17 9 6 8 -8 -6 14 11 -11 13 -12 20 19 -17 -2 -18 26 22 25 24 -24 -1 -22 -16 right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 12 -13 -14 -15 15 16 18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 leaf_value=0.001392367271448536 -1.1832380308045283 8.16072745281717 4.8241660933061086 -7.6915780181884772 0.24803261280059816 -9.209497419504018 -5.345834243774414 -0.20991593544299786 4.1192670326232914 6.4599263495367927 -1.7248551786862887 -1.4264719597498574 -2.9633787169279873 2.8137518676757809 -0.42302944157123562 -4.4089394445004677 1.0412164039611818 1.888378884633382 -2.3450970291509861 2.2066841975125402 -0.033592571963866551 5.0739623231887814 -0.10725858226024285 -2.464813715306724 -1.3252024054213576 -1.5285554449898857 -1.1014707188172774 leaf_weight=362627 36 23 22 20 40 26 20 26 20 37 26 21 27 25 50 23 20 30 41 22 24 20 189 41 38 21 22 leaf_count=362627 36 23 22 20 40 26 20 26 20 37 26 21 27 25 50 23 20 30 41 22 24 20 189 41 38 21 22 internal_value=0 1.17597 -0.311529 -1.62531 0.000339186 -1.96602 -0.189319 -2.44292 1.53844 0.00105369 1.13638 3.60451 -0.698893 0.499952 0.000628492 -0.975096 -2.10393 0.212951 -1.23483 0.0336513 0.001107 1.05497 0.000918235 -0.527518 0.00125337 -0.731242 -0.630331 internal_weight=0 131 108 86 363406 132 106 46 60 363274 136 58 78 51 363138 178 84 66 61 94 362960 65 362895 230 362665 45 72 internal_count=363537 131 108 86 363406 132 106 46 60 363274 136 58 78 51 363138 178 84 66 61 94 362960 65 362895 230 362665 45 72 is_linear=0 shrinkage=0.01 Tree=892 num_leaves=32 num_cat=1 split_feature=7 18 4 2 7 8 14 2 3 26 3 24 13 5 1 3 3 1 8 3 7 3 26 12 3 13 20 14 3 5 2 split_gain=1.77388e+06 1.33398e+07 5.00945e+06 1.86028e+07 4.3315e+06 3.72165e+06 3.17439e+06 3.17062e+06 3.17053e+06 2.51706e+06 847582 3.10948e+06 3.06596e+06 4.60743e+06 2.75048e+06 6.47363e+06 5.10841e+06 2.35023e+06 2.38432e+06 1.00873e+06 850088 840870 739644 696738 1.54074e+06 1.18073e+06 3.05618e+06 840186 815599 738229 693616 threshold=2822.9627650000007 306.66184900000007 2693.9010000000007 2682.0900000000006 14.459450000000002 581.43500000000006 680.43750000000011 189.07500000000002 1118.1025000000002 2022.5000000000002 1890.7105500000002 0 4.7600710000000017 305.32623000000007 2781.5828000000006 543.62350000000004 11.958600000000002 523.64669700000002 553.29950000000008 2725.8677800000005 103.99900000000001 2725.8677800000005 2022.5000000000002 752.69540000000018 608.61636750000014 1063.1169900000002 596.80275000000006 628.97726050000017 1118.1025000000002 190.35649999999995 81.403750000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 10 4 7 9 -7 -4 -6 -2 14 17 13 19 23 16 22 21 -19 -13 -15 30 -16 25 27 28 -27 -25 -1 -26 -12 right_child=1 -3 3 -5 8 6 -8 -9 -10 -11 11 12 -14 20 15 -17 -18 18 -20 -21 -22 -23 -24 24 29 26 -28 -29 -30 -31 -32 leaf_value=0.00056659281835668264 3.8602517450772798 8.0791201002701474 -0.14813809499144553 -9.7148410827636731 0.12040618135083106 -3.6611975410657052 1.238945447921753 4.9920795072828019 -4.6659962066650387 -0.68119213104248044 -1.0614396397272747 -1.5673154573729544 -2.0692220375272963 2.5320631554013207 3.1258432613100324 5.9429246366941015 -3.2547120032991685 -5.9217846476513412 -1.2007497472763062 0.90524290431629528 5.4127714242935179 -2.2119247879028321 0.82732746022088199 0.10952808414082059 0.069563939378068249 0.34406332746148111 4.2109588564525948 -0.8615445122150106 0.44957460335154592 -1.5399573578276944 1.4600960750579832 leaf_weight=361438 26 23 28 25 31 39 20 21 25 23 24 33 36 21 28 26 28 23 20 33 20 25 28 488 37 288 22 109 405 124 20 leaf_count=361438 26 23 28 25 31 39 20 21 25 23 24 33 36 21 28 26 28 23 20 33 20 25 28 488 37 288 22 109 405 124 20 internal_value=0 1.16421 0.000335794 -1.96233 -0.116491 -0.308414 -2.00013 2.05481 -2.01638 1.72855 0.00103814 -0.575288 0.425414 1.30449 0.00144298 1.58248 0.23282 -1.73596 -3.72595 -0.331036 3.93729 -0.747402 1.97659 0.000963756 -0.301899 0.00159766 0.618488 -0.0677699 0.00106915 -1.17007 0.084713 internal_weight=0 131 363406 130 105 108 59 49 56 49 363276 255 143 107 363021 110 84 112 43 66 41 69 56 362911 758 362153 310 597 361843 161 44 internal_count=363537 131 363406 130 105 108 59 49 56 49 363276 255 143 107 363021 110 84 112 43 66 41 69 56 362911 758 362153 310 597 361843 161 44 cat_boundaries=0 1 cat_threshold=1324 is_linear=0 shrinkage=0.01 Tree=893 num_leaves=32 num_cat=2 split_feature=7 18 3 2 6 8 6 14 9 4 12 15 14 14 8 10 16 3 4 16 15 12 4 2 25 4 6 25 4 5 7 split_gain=1.73858e+06 1.30743e+07 4.92975e+06 1.64851e+07 4.02008e+06 3.64759e+06 3.44477e+06 3.11122e+06 2.92123e+06 1.95709e+06 765682 1.77038e+06 1.64201e+06 1.22531e+06 1.11777e+06 1.50391e+06 1.11493e+06 6.89134e+06 917834 867972 1.58073e+06 1.00445e+06 844555 798234 2.9737e+06 2.09835e+06 2.06296e+06 698198 5.00213e+06 542758 421923 threshold=2822.9627650000007 306.66184900000007 2725.8677800000005 2682.0900000000006 249.52500000000001 581.43500000000006 342.20000000000005 680.43750000000011 285.55675000000008 140.94445500000003 1324.2200000000003 489.64450000000005 943.12925000000007 860.52100000000007 487.53114000000005 676.98000000000013 1188.6000000000001 1282.3492500000004 480.67500000000001 1356.4225000000004 188.47500000000002 608.55210000000022 588.42000000000019 1468.575 0 1888.1190000000004 42.046005000000008 1 1888.1190000000004 1908.1960000000001 104.89700000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 left_child=2 5 10 4 9 6 -2 -7 -6 -4 16 13 22 14 30 -16 23 19 -14 20 -18 -21 -13 27 26 -26 -25 28 -1 -29 -12 right_child=1 -3 3 -5 8 7 -8 -9 -10 -11 11 12 18 -15 15 -17 17 -19 -20 21 -22 -23 -24 24 25 -27 -28 29 -30 -31 -32 leaf_value=0.03678813848604482 -0.49063406977160229 7.9983293782109799 0.24647955846786498 -9.0673643324925361 -5.2790191726684563 -3.6245854592934634 4.9040267601013179 1.2265560359954835 -0.19555286114032452 4.0776862030029299 0.082235108623902015 -1.6790399513925827 -1.9461026753425597 -2.0020644122803652 3.2300237585948066 -0.082095196575954044 -0.24943040030343192 6.15269074122111 0.59410403482841723 -0.52250318623251391 3.3325516081940045 1.4361803340911865 -4.5151252056303477 1.8959881939759127 -0.79687620892732047 -3.6962580844334196 -0.4348086996567555 -0.0031871478758452999 3.3726701997121178 -0.68733895070593931 -1.2436648570696514 leaf_weight=40802 29 23 40 26 20 39 20 20 26 20 120 21 25 27 26 29 28 21 33 144 22 32 21 74 230 28 78 321322 45 116 30 leaf_count=40802 29 23 40 26 20 39 20 20 26 20 120 21 25 27 26 29 28 21 33 144 22 32 21 74 230 28 78 321322 45 116 30 internal_value=0 1.15256 0.000332436 -1.93184 -0.181621 -0.305329 1.71127 -1.98013 -2.40576 1.52355 0.00103452 -0.478983 -1.59125 0.000441316 0.264186 1.48363 0.00147361 0.673101 -0.500813 0.163935 1.32664 -0.166379 -3.09708 0.00101622 -0.439972 -1.07006 0.656716 0.00151529 0.0404533 -0.00343394 -0.182945 internal_weight=0 131 363406 132 106 108 49 59 46 60 363274 332 100 232 205 55 362942 247 58 226 50 176 42 362695 410 258 152 362285 40847 321438 150 internal_count=363537 131 363406 132 106 108 49 59 46 60 363274 332 100 232 205 55 362942 247 58 226 50 176 42 362695 410 258 152 362285 40847 321438 150 cat_boundaries=0 4 11 cat_threshold=2147516416 0 256 1073741824 1083179012 52 2147487812 4457249 7809 2151704658 2 is_linear=0 shrinkage=0.01 Tree=894 num_leaves=29 num_cat=0 split_feature=7 18 0 2 4 2 7 2 3 0 3 1 4 13 0 2 4 1 11 6 16 1 16 3 13 13 1 6 split_gain=1.70398e+06 1.28141e+07 7.18545e+06 9.31472e+06 4.87165e+06 1.79978e+07 4.22914e+06 3.12834e+06 3.09879e+06 2.17639e+06 5.49714e+06 1.16204e+07 4.28526e+06 1.63587e+06 981636 1.11611e+06 2.32112e+06 1.30227e+06 1.22955e+06 725222 707016 8.85405e+06 1.35974e+06 840269 3.12771e+06 523428 68833 35783 threshold=2822.9627650000007 306.66184900000007 2778.6210000000005 1827.1555000000001 2693.9010000000007 2682.0900000000006 14.459450000000002 189.07500000000002 1118.1025000000002 2778.6210000000005 1.7373999999999998 48.966000000000001 116.58780000000002 515.09000000000003 1884.2950000000003 323.96475000000004 974.87180000000001 340.50250000000011 382.05000000000001 1136.6981000000003 1188.6000000000001 1461.4925000000003 1356.4225000000004 1890.7105500000002 4.7600710000000017 1063.1169900000002 28.142500000000002 22.332262500000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 19 9 6 7 -6 -8 14 11 -11 -12 -14 20 17 18 26 -17 27 23 22 -22 25 -25 -1 -16 -2 right_child=1 -3 -4 -5 5 -7 8 -9 -10 10 12 -13 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 leaf_value=0.00051775752748122665 -0.29284845269244647 7.9183453899881115 4.7975228084217418 -7.5853820381164558 -0.16229850003761903 -9.5605511657714839 0.11558598741408319 4.9435320813315258 -4.6163523925781247 0.41314204293628076 -4.5787202339172364 9.4883483632405596 2.4315330071284853 -1.2860323066711425 -0.41883560340404508 -3.7945379308752112 0.85182942001907924 2.2062612896873839 -0.76499488739740285 1.6380824462227199 1.4321304889825675 6.7481481822331748 -0.38208422286296961 0.12347037899250887 -2.6537404339654103 0.38469107415642539 -1.0900608361851085 -0.87120253753662114 leaf_weight=362133 23 23 22 20 28 25 31 21 25 43 20 21 29 20 50 37 27 21 21 23 52 21 201 147 56 355 22 20 leaf_count=362133 23 23 22 20 28 25 31 21 25 43 20 21 29 20 50 37 27 21 21 23 52 21 201 147 56 355 22 20 internal_value=0 1.14104 -0.302276 -1.60688 0.000329112 -1.93515 -0.119579 2.02591 -1.99689 0.00102173 1.28 3.39094 -0.67798 0.914159 0.000553311 -0.741882 -1.57016 0.0151437 -2.69763 0.204793 0.000917405 0.508697 -0.00920215 0.000533796 -0.642657 0.000893995 -0.623932 -0.56185 internal_weight=0 131 108 86 363406 130 105 49 56 363276 133 64 69 49 363143 178 85 93 58 66 362965 274 253 362691 203 362488 72 43 internal_count=363537 131 108 86 363406 130 105 49 56 363276 133 64 69 49 363143 178 85 93 58 66 362965 274 253 362691 203 362488 72 43 is_linear=0 shrinkage=0.01 Tree=895 num_leaves=24 num_cat=0 split_feature=5 2 9 10 26 8 4 4 13 2 0 2 1 1 3 10 9 6 3 2 3 3 0 split_gain=7.31077e+06 9.48345e+06 3.07208e+06 1.59242e+06 1.48589e+06 1.32249e+06 2.67352e+06 940053 1.70206e+07 5.41593e+06 3.01937e+06 7.87483e+06 2.60784e+06 3.33825e+06 2.18939e+06 951144 2.76776e+06 7.7494e+06 1.16377e+06 2.54994e+06 1.26972e+06 717893 616879 threshold=2871.8940000000007 2682.0900000000006 522.00500000000011 1159.6875000000002 2022.5000000000002 2971.7767500000004 1522.8167500000002 2693.9010000000007 312.11975000000007 193.49000000000004 2778.6210000000005 1827.1555000000001 1461.4925000000003 202.05250000000004 117.64300000000001 1935.1350000000002 1600.0905700000001 1136.6981000000003 888.08100000000013 1271.7445000000002 698.94000000000005 1493.1141200000004 39.074400000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 -4 -2 7 22 10 9 14 15 12 13 -12 -9 18 17 -17 20 -20 -1 -11 -7 right_child=1 -3 3 -5 -6 6 -8 8 -10 21 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.00061202308695845764 2.7877306838657545 -6.6291616264549464 -4.679298310052781 -0.94397121353149416 -0.50326573624330406 -0.97387380176120331 -4.075712728500366 -0.36733268490859439 8.6183990445344349 -2.1024887790679934 0.13560162358364816 -6.5624996795654296 2.494197456359863 -4.1652677235236535 3.9646664352416994 0.39497932859829499 -1.6001949912623354 7.1866943778991699 -0.13654650148877687 -1.5947663584436689 0.52453381601228122 -4.5238099066416426 1.0708920503616335 leaf_weight=361208 23 37 21 25 34 36 24 28 23 25 59 25 25 26 20 105 38 20 836 140 461 24 25 leaf_count=361208 23 37 21 25 34 36 24 28 23 25 59 25 25 26 20 105 38 20 836 140 461 24 25 internal_value=0 -2.28669 -0.726775 -2.64923 0.82468 -0.00108575 -1.24829 -0.00079376 0.884146 -0.949749 -0.00108635 -1.49633 -0.344923 -1.17996 1.43767 -0.000529973 0.763186 1.48165 -0.000873244 -0.345717 5.7352e-05 -3.28844 -0.135855 internal_weight=0 140 103 46 57 363148 85 363063 120 97 362943 135 110 85 48 362808 163 125 362645 976 361669 49 61 internal_count=363288 140 103 46 57 363148 85 363063 120 97 362943 135 110 85 48 362808 163 125 362645 976 361669 49 61 is_linear=0 shrinkage=0.01 Tree=896 num_leaves=25 num_cat=0 split_feature=5 6 3 13 8 4 4 13 3 5 3 7 1 6 1 4 26 6 9 10 5 3 1 3 split_gain=7.16529e+06 5.95466e+06 4.20143e+06 1.4968e+06 1.29617e+06 2.62032e+06 921346 1.66819e+07 2.9811e+06 3.75939e+06 2.25414e+06 7.16707e+06 5.44581e+06 1.99884e+06 862743 3.45738e+06 5.31775e+06 2.67646e+06 701851 1.24809e+06 1.00176e+06 605564 214598 48769.8 threshold=2871.8940000000007 1000.0509250000001 2725.8677800000005 70.674000000000021 2971.7767500000004 1522.8167500000002 2693.9010000000007 312.11975000000007 1493.1141200000004 252.1095 2725.8677800000005 998.30500000000018 1256.4300000000001 6.6929040000000013 2781.5828000000006 14.450258500000002 2022.5000000000002 698.40204000000006 1972.2770000000003 1935.1350000000002 442.11875000000003 17.427500000000002 53.904000000000003 138.47650000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 21 6 22 10 8 9 23 14 12 13 -12 18 16 -16 -17 19 -1 -20 -2 -6 -8 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 15 17 -18 -19 20 -21 -22 -23 -24 -25 leaf_value=-0.00099827580687844109 -0.22935438756148022 -2.1443786944283381 -7.2114702612559007 -2.3689232246081033 -0.54875433061181045 -4.0349555913607285 -1.0719873481412088 8.5322155778304385 -3.8372278125469501 3.7951253285408018 0.096935164928436277 3.6756910013017201 -7.4056055564880374 -3.7290265065973456 5.0199136853899278 -3.70814925107089 -0.8269240743773324 1.0310321675814114 -0.031514005610283384 0.97900824899398364 -1.6853894027074179 2.0170571327209474 0.71473211431503303 -1.7053681621551513 leaf_weight=362449 30 36 30 24 41 24 31 23 26 20 36 21 20 22 35 22 28 26 94 130 60 20 20 20 leaf_count=362449 30 36 30 24 41 24 31 23 26 20 36 21 20 22 35 22 28 26 94 130 60 20 20 20 internal_value=0 -2.26382 -4.4476 -0.31613 -0.0010749 -1.2358 -0.000785822 0.875305 -0.940251 0.120613 -0.00107548 -1.50981 -2.90591 -1.35429 -0.000663834 0.880817 2.42132 -1.14109 -0.000933576 -0.000646902 -0.675881 0.66921 -0.134496 -1.32037 internal_weight=0 140 66 74 363148 85 363063 120 97 71 362943 99 78 58 362844 111 63 48 362733 362579 154 50 61 51 internal_count=363288 140 66 74 363148 85 363063 120 97 71 362943 99 78 58 362844 111 63 48 362733 362579 154 50 61 51 is_linear=0 shrinkage=0.01 Tree=897 num_leaves=35 num_cat=2 split_feature=6 2 2 3 2 25 3 3 3 6 0 12 8 10 18 3 9 4 4 20 16 0 19 6 25 0 9 4 0 3 0 10 26 8 split_gain=5.82643e+06 1.36668e+07 3.02925e+06 4.14082e+06 1.47641e+06 6.84944e+06 1.53587e+07 1.22435e+07 1.84351e+06 4.32211e+06 1.93176e+06 1.4965e+06 946719 778779 2.86858e+06 2.16209e+06 1.6551e+06 1.01526e+06 670498 642752 1.15066e+06 746135 664841 2.89195e+06 1.57475e+06 977803 3.28707e+06 585114 1.30207e+06 483666 480424 432622 141248 105062 threshold=2976.3936000000008 2682.0900000000006 1271.7445000000002 193.12912500000002 1827.1555000000001 0 2725.8677800000005 1890.7105500000002 358.01332900000006 29.462000000000007 428.67780000000005 504.20500000000004 7.2885000000000009 1935.1350000000002 922.84650000000011 38.445500000000003 463.8180000000001 1116.5450000000003 974.87180000000001 1116.9381800000003 745.82500000000016 86.808500000000024 218.88300000000001 1324.2200000000003 1 2778.6210000000005 360.85390500000005 559.40605000000016 392.93750000000006 815.10500000000013 249.87000000000003 3056.7500000000005 2022.5000000000002 32.473000000000006 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=4 2 3 12 13 6 18 8 10 -10 32 -11 -2 19 15 16 31 -17 27 22 30 -22 25 24 -24 29 -27 28 -6 -1 33 -15 -7 -21 right_child=1 -3 -4 -5 5 7 -8 -9 9 11 -12 -13 -14 14 -16 17 -18 -19 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=-0.00053824756440976572 -0.58545155866579579 -7.461494728633336 3.2113180605570477 -4.0253936616305648 0.20240702864196564 0.29369795004526777 -10.121867944544011 6.8280004236433243 -5.3472386620261458 2.1015338439941407 3.2016466121673588 -1.6022399147351585 2.3829572909786587 1.1531297279900172 3.9643869764908501 -2.2455334776326232 3.760505401611328 0.34922640514373782 -2.1634629760069006 -0.22708740582135886 -0.81600134464410634 -3.3503198260352725 1.2221421734171529 3.1885699188709258 0.039627478563026348 -0.13310760665725876 -4.6105533103942875 0.9942031788825989 -2.8435763649318528 -0.22165126654649936 1.2357126764817672 -0.64490036881488311 -0.56210537910461422 -1.0285070219494048 leaf_weight=360000 22 35 21 29 36 30 22 27 22 20 20 24 21 32 23 38 20 25 34 74 26 21 114 32 1254 91 20 20 23 992 22 23 54 21 leaf_count=360000 22 35 21 29 36 30 22 27 22 20 20 24 21 32 23 38 20 25 34 74 26 21 114 32 1254 91 20 20 23 992 22 23 54 21 internal_value=0 -2.13507 -0.130501 -1.1052 -0.00117557 -0.66773 -2.30669 0.54485 -0.421013 -1.72822 0.408559 0.0812936 0.864236 -0.000565649 0.694775 0.14984 1.29703 -1.21587 -0.989286 -0.000874334 -0.626769 -1.94836 -0.000591173 0.216906 0.147394 -0.00143441 -0.939855 -0.483944 -0.98501 -0.00114586 -0.0958755 0.401226 -0.256461 -0.404243 internal_weight=0 128 93 72 363160 332 135 197 170 66 104 44 43 362828 161 138 75 63 113 362667 164 47 362503 1400 1368 361103 111 79 59 360992 117 55 84 95 internal_count=363288 128 93 72 363160 332 135 197 170 66 104 44 43 362828 161 138 75 63 113 362667 164 47 362503 1400 1368 361103 111 79 59 360992 117 55 84 95 cat_boundaries=0 4 7 cat_threshold=32768 0 4352 1073741824 66560 32832 16 is_linear=0 shrinkage=0.01 Tree=898 num_leaves=34 num_cat=3 split_feature=6 4 14 8 0 13 3 1 1 3 25 1 13 16 14 4 1 26 3 1 12 7 26 16 4 1 24 26 6 0 24 4 26 split_gain=5.71049e+06 1.25619e+07 1.69988e+06 3.65077e+06 1.27748e+06 1.22209e+07 1.01412e+07 1.53568e+06 3.54482e+06 670509 3.17437e+06 4.77894e+06 2.26076e+06 2.05407e+06 5.29911e+06 7.45504e+06 3.74015e+06 3.16746e+06 2.02168e+06 4.57535e+06 1.87555e+06 1.08806e+06 682223 661836 575974 515004 3.30629e+06 2.14851e+06 700809 456325 1.59258e+06 614971 144210 threshold=2976.3936000000008 2693.9010000000007 28.915000000000003 362.14375000000007 2778.6210000000005 312.11975000000007 1890.7105500000002 3.3143000000000007 1461.4925000000003 815.10500000000013 0 733.85806350000018 88.368750000000006 596.77240000000018 737.78380000000004 1116.5450000000003 1892.2623000000001 2022.5000000000002 748.6165000000002 962.58510000000012 752.69540000000018 712.24900000000014 2022.5000000000002 889.3329500000001 362.02000000000004 1461.4925000000003 1 2022.5000000000002 698.40204000000006 3.3935000000000004 2 2693.9010000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 left_child=4 2 3 -2 9 6 7 32 -9 18 11 12 22 16 23 -16 20 -18 25 21 -12 24 -11 -15 -20 29 27 -27 -28 31 -31 -1 -6 right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 13 -13 -14 14 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 28 -29 -30 30 -32 -33 -34 leaf_value=-0.0043587022861047292 -1.1754504738205247 -7.2202947845458985 -1.9322828129359655 3.9532601592851724 0.84363383483886722 5.3663183329655579 -8.0142662676175433 -4.31592399597168 0.78263653869628913 0.18569250361124673 -0.23207722139469802 5.0971140381141948 -2.495533146533099 -0.096422425111134857 6.9755234454228336 -0.34044040807088216 -1.2090317296981812 -5.7252853457132975 0.48161073337687121 5.4615761048453191 -1.7650996092503721 2.642841924667358 2.3183331956863404 -2.3243739207585654 -1.1626236435219095 -0.90410133774216106 -1.3776838943103085 2.060829609963629 0.47376652427341626 0.12880390858101898 -0.0048067161495605436 -1.3493253205103033 -0.20883821839871616 leaf_weight=313853 35 35 35 23 30 26 24 30 25 30 857 27 22 24 26 30 44 24 101 21 88 20 30 30 27 37 184 72 23 11907 35491 34 23 leaf_count=313853 35 35 35 23 30 26 24 30 25 30 857 27 22 24 26 30 44 24 101 21 88 20 30 30 27 37 184 72 23 11907 35491 34 23 internal_value=0 -2.11372 -0.191889 0.858349 -0.00116347 -0.900153 -2.13446 -0.827834 -1.9984 -0.000772173 -0.233666 1.3264 0.246574 -0.393396 0.900955 3.05626 -0.537831 -2.803 2.09433e-05 1.0935 -0.374835 0.473707 1.25201 -1.33417 0.13478 -0.000490112 -0.404017 0.965781 -1.11796 -0.000137166 0.0287842 -0.00450439 0.386901 internal_weight=0 128 93 58 363160 158 132 108 55 363002 1232 109 82 1123 110 56 1013 68 361770 169 945 148 60 54 128 361601 316 109 207 361285 47398 313887 53 internal_count=363288 128 93 58 363160 158 132 108 55 363002 1232 109 82 1123 110 56 1013 68 361770 169 945 148 60 54 128 361601 316 109 207 361285 47398 313887 53 cat_boundaries=0 7 8 9 cat_threshold=4 134217792 0 0 16384 0 128 267 22 is_linear=0 shrinkage=0.01 Tree=899 num_leaves=24 num_cat=0 split_feature=5 2 8 26 8 4 4 13 2 0 2 1 1 3 10 3 1 3 2 3 3 0 3 split_gain=6.84326e+06 8.92395e+06 1.79219e+06 1.31763e+06 1.25259e+06 2.51236e+06 932246 1.62887e+07 5.25143e+06 2.88922e+06 7.65222e+06 2.55742e+06 3.24702e+06 2.14951e+06 904314 2.24631e+06 1.62264e+06 1.10234e+06 2.46949e+06 1.23989e+06 656827 594920 124819 threshold=2871.8940000000007 2682.0900000000006 1148.5039000000004 2022.5000000000002 2971.7767500000004 1522.8167500000002 2693.9010000000007 312.11975000000007 193.49000000000004 2778.6210000000005 1827.1555000000001 1461.4925000000003 202.05250000000004 117.64300000000001 1935.1350000000002 1493.1141200000004 424.16250000000008 888.08100000000013 1271.7445000000002 698.94000000000005 1493.1141200000004 39.074400000000004 3.5725000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 6 21 9 8 13 14 11 12 -11 -8 17 16 -16 19 -19 -1 -10 -6 -5 right_child=1 -3 -4 22 5 -7 7 -9 20 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.00058993751174761337 2.170337154865265 -6.4247806358337405 -2.4243502596804971 -0.24143001264049893 -0.9594147099388971 -3.9557133618990581 -0.35113285090242113 8.4466526147593619 -2.0820399653434754 0.14184780993704069 -6.4577538436889652 2.4828522621154785 -4.0998486313453091 3.9412260894775391 0.97651094247465553 3.3788621019434046 -1.358346031878821 -0.13060940952962666 -1.5656411385536195 0.51835121969856046 -4.3980899111429856 1.0486271726787091 -1.3452745838165283 leaf_weight=361208 24 37 38 21 36 24 28 23 25 59 25 25 26 20 92 27 44 836 140 461 24 25 20 leaf_count=361208 24 37 38 21 36 24 28 23 25 59 25 25 26 20 92 27 44 836 140 461 24 25 20 internal_value=0 -2.21235 -0.699153 0.309424 -0.00103651 -1.21483 -0.000752341 0.880505 -0.913529 -0.00104371 -1.4637 -0.328689 -1.15561 1.43735 -0.000499461 0.744178 0.221116 -0.000834175 -0.336454 7.15288e-05 -3.21643 -0.136447 -0.779891 internal_weight=0 140 103 65 363148 85 363063 120 97 362943 135 110 85 48 362808 163 136 362645 976 361669 49 61 41 internal_count=363288 140 103 65 363148 85 363063 120 97 362943 135 110 85 48 362808 163 136 362645 976 361669 49 61 41 is_linear=0 shrinkage=0.01 Tree=900 num_leaves=27 num_cat=3 split_feature=10 3 1 5 3 3 7 18 10 6 13 6 19 11 6 14 26 25 24 25 1 1 5 6 26 19 split_gain=4.54242e+06 1.27312e+07 4.50584e+06 1.38196e+07 2.80766e+07 4.61476e+06 2.14659e+06 1.27804e+07 2.95841e+06 1.9051e+06 1.60668e+06 1.07184e+06 681287 1.27558e+06 625997 572171 523196 2.41778e+06 4.07192e+06 1.36362e+06 1.78442e+06 1.61112e+06 1.26792e+06 309453 84611.7 9339.7 threshold=3056.7500000000005 2725.8677800000005 2781.5828000000006 26.307400000000005 242.28262000000004 2725.8677800000005 2822.9627650000007 115.744005 119.26480000000001 1136.6981000000003 1661.2684800000002 118.65100000000002 1602.6720400000004 246.44000000000003 293.37750000000005 26.272000000000002 2022.5000000000002 0 1 2 585.22500000000014 1892.2623000000001 1908.1960000000001 22.827400000000004 2022.5000000000002 2343.4900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 left_child=2 10 6 4 24 9 12 8 11 -5 15 -8 16 23 -15 -2 17 18 -1 20 -18 -21 -19 25 -4 -14 right_child=1 -3 3 5 -6 -7 7 -9 -10 -11 -12 -13 13 14 -16 -17 19 22 -20 21 -22 -23 -24 -25 -26 -27 leaf_value=0.29401877251750519 -0.28347417712211609 -8.6587956746764814 1.4222236148289273 -1.2389066783587139 14.961595405101775 -5.0010022492842241 -0.22222156252179825 8.5929182243347171 2.5406338041478937 2.2051137345412681 2.0397925094936205 -3.2597236710328321 -0.43425532610520073 -0.54512596869468688 -2.8003919070959093 -2.4077766764163973 -0.13802058563691011 -0.0027027344298539554 0.027791394127031389 -0.0064017696782025547 -1.3657667993415488 1.4694372539584704 -1.9934509683400392 1.182720812007785 0.60686703777313233 -0.16229305250304088 leaf_weight=7649 32 23 35 36 20 22 21 20 22 29 23 26 23 20 32 21 5468 150730 23020 175746 121 74 32 20 20 28 leaf_count=7649 32 23 35 36 20 22 21 20 22 29 23 26 23 20 32 21 5468 150730 23020 175746 121 74 32 20 20 28 internal_value=0 -2.14012 0.00220769 1.66958 4.81529 -1.04223 0.00146368 1.5543 -0.485877 0.297656 -0.167359 -1.90254 0.00108291 -0.74303 -1.93298 -1.12518 0.00133516 0.0133425 0.094264 -0.0106737 -0.164307 -0.00578028 -0.00312507 0.128484 1.12573 -0.284943 internal_weight=0 99 363214 162 75 87 363052 89 69 65 76 47 362963 123 52 53 362840 181431 30669 181409 5589 175820 150762 71 55 51 internal_count=363313 99 363214 162 75 87 363052 89 69 65 76 47 362963 123 52 53 362840 181431 30669 181409 5589 175820 150762 71 55 51 cat_boundaries=0 7 8 15 cat_threshold=2148581376 84 2215645521 1140999200 8392208 24592 2 7 1074790400 4 1 1073758512 1051152 16 2 is_linear=0 shrinkage=0.01 Tree=901 num_leaves=29 num_cat=0 split_feature=10 3 2 18 5 7 9 4 13 1 20 1 9 3 0 11 5 7 0 1 3 12 7 8 4 9 17 12 split_gain=4.45203e+06 1.24778e+07 4.65989e+06 1.57836e+07 2.46251e+07 2.25074e+07 8.79476e+06 5.87193e+06 1.57471e+06 1.28293e+06 672483 1.17972e+06 3.0622e+06 6.80494e+06 3.28368e+06 1.55596e+06 1.18904e+06 6.89893e+06 1.21916e+06 2.88183e+06 742205 1.00706e+06 719032 562484 526547 371359 291503 77489.6 threshold=3056.7500000000005 2725.8677800000005 2682.0900000000006 271.72650000000004 1146.4585000000004 46.905000000000008 131.25510000000006 11.890000000000002 1661.2684800000002 270.00500000000005 1116.9381800000003 2781.5828000000006 103.43350000000001 648.27500000000009 286.09000000000009 119.27350000000003 2871.8940000000007 659.5150000000001 2778.6210000000005 4.6635000000000009 330.57375000000008 911.29109000000005 11.862100000000002 1017.6571000000002 2693.9010000000007 1022.5259020000002 1179.9325000000001 104.01000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 10 4 5 7 -6 9 23 -4 11 16 13 14 -13 -14 18 22 24 -20 25 -22 -18 -2 -1 26 27 -12 right_child=1 -3 3 -5 6 -7 -8 -9 -10 -11 20 12 15 -15 -16 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.0013093854536120799 -0.24607111107918525 -8.5722075988935398 1.6107193844134993 10.01498407125473 -1.6334682006835937 12.526554804529463 -10.530258724212647 -2.6112429275512694 2.0193945977998817 4.979541449069977 -0.1015305809687141 -1.9073509311676027 -2.9556354570388796 7.0664177013578868 3.2160154516046697 0.84987268720354348 0.25436209500829376 6.1052999351138162 0.62710789554523971 -2.6122195956581518 -3.1834978161687433 -0.1546284330458868 -2.1934805488586426 -2.3368152809143066 0.86256475865001403 -1.4354053497314454 1.0178107183629816 -0.78076963240450081 leaf_weight=362504 31 23 26 20 25 21 20 30 23 20 71 29 22 21 22 21 30 21 53 57 23 21 20 22 71 22 22 22 leaf_count=362504 31 23 26 20 25 21 20 30 23 20 71 29 22 21 22 21 30 21 53 57 23 21 20 22 71 22 22 22 internal_value=0 -2.11872 0.0021857 1.69783 0.526394 3.36278 -5.5876 0.830687 -0.165685 3.07542 0.00142908 0.00173304 1.01441 2.27547 0.302729 -1.09713 0.001412 1.29539 0.00115869 -1.05145 -0.607958 -1.7379 -0.724775 -1.11393 0.00147804 -0.245056 -0.0173371 -0.262211 internal_weight=0 99 363214 162 142 97 45 76 76 46 363052 362871 115 72 51 43 362756 71 362685 110 181 44 50 53 362575 137 115 93 internal_count=363313 99 363214 162 142 97 45 76 76 46 363052 362871 115 72 51 43 362756 71 362685 110 181 44 50 53 362575 137 115 93 is_linear=0 shrinkage=0.01 Tree=902 num_leaves=28 num_cat=1 split_feature=14 17 3 11 7 4 4 15 0 3 5 4 5 12 6 6 5 7 12 26 25 9 4 4 6 6 26 split_gain=3.39189e+06 8.6314e+06 2.03331e+06 1.94561e+07 2.42673e+07 2.25361e+07 7.0379e+06 1.79017e+06 909212 2.87917e+06 4.46213e+06 1.25344e+06 4.08527e+06 3.21447e+06 7.76698e+06 4.05088e+06 1.07482e+06 1.35315e+06 1.05436e+06 502903 2.16166e+06 1.35605e+06 376926 305846 304268 182553 148286 threshold=3182.0603000000006 2221.3567500000004 2725.8677800000005 494.63774999999993 112.55400000000002 1888.1190000000004 362.02000000000004 715.25850000000014 2778.6210000000005 6.6625000000000005 252.1095 1888.1190000000004 470.72165250000006 69.816300000000012 747.89455000000009 898.38705000000004 2871.8940000000007 912.83060000000012 77.002449999999996 2022.5000000000002 0 2854.0889000000006 2693.9010000000007 164.52255000000002 137.52500000000001 27.231250000000006 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 7 8 4 6 -6 -4 -2 11 26 -11 16 22 14 -14 -15 19 23 -12 20 -1 -21 24 -18 -13 -24 -10 right_child=1 -3 3 -5 5 -7 -8 -9 9 10 18 12 13 15 -16 -17 17 -19 -20 21 -22 -23 25 -25 -26 -27 -28 leaf_value=0.087901577336855719 -1.2881342115160077 -7.0713218952218693 2.0829442093823407 -4.8411840130732609 2.2522981104643449 16.58050987606957 -4.8701807626088458 2.5256693878173828 0.93779277055159849 -5.7490391540527348 1.2360109147571381 -0.52455575263246579 7.788442712838834 -1.602057055589315 0.52778926512774293 3.9838826446533204 0.53771229718042457 -3.278206872073087 -1.8966136698289351 -0.010511092619647784 -0.0025862051094803547 1.9580329502650671 -0.74000762589275837 -0.98424985516455865 0.92329513867696122 -1.9578919792175293 -0.031855491002400718 leaf_weight=32064 32 24 37 39 23 21 24 20 46 24 21 47 26 37 34 20 23 22 22 181300 149244 35 32 31 21 20 24 leaf_count=32064 32 24 37 39 23 21 24 20 46 24 21 47 26 37 34 20 23 22 22 181300 149244 35 32 31 21 20 24 internal_value=0 -2.11077 0.00203366 1.19008 3.43027 9.09076 -0.652712 0.178713 0.00156249 -0.812936 -2.29472 0.00186993 0.728873 2.05851 3.67407 0.357922 0.00139491 -1.1877 -0.366727 0.00164411 0.0134211 -0.0101311 -0.567525 -0.336007 -0.0774253 -1.20842 0.605342 internal_weight=0 76 363237 144 105 44 61 52 363093 137 67 362956 237 117 60 57 362719 76 43 362643 181308 181335 120 54 68 52 70 internal_count=363313 76 363237 144 105 44 61 52 363093 137 67 362956 237 117 60 57 362719 76 43 362643 181308 181335 120 54 68 52 70 cat_boundaries=0 7 cat_threshold=2148581376 1073741908 2484080977 1140999200 8392208 24592 2 is_linear=0 shrinkage=0.01 Tree=903 num_leaves=29 num_cat=0 split_feature=10 3 2 18 5 7 9 4 1 14 4 20 1 9 3 0 11 5 7 0 1 15 3 19 7 9 17 12 split_gain=4.34082e+06 1.22138e+07 4.52701e+06 1.54834e+07 2.42947e+07 2.20145e+07 8.56295e+06 5.72005e+06 1.25284e+06 1.16621e+06 706692 650474 1.15111e+06 3.00215e+06 6.64861e+06 3.22164e+06 1.53324e+06 1.17482e+06 6.77763e+06 1.17437e+06 2.78192e+06 940112 722005 993808 696716 359225 288066 75957.6 threshold=3056.7500000000005 2725.8677800000005 2682.0900000000006 271.72650000000004 1146.4585000000004 46.905000000000008 131.25510000000006 11.890000000000002 270.00500000000005 1182.8200000000004 480.67500000000001 1116.9381800000003 2781.5828000000006 103.43350000000001 648.27500000000009 286.09000000000009 119.27350000000003 2871.8940000000007 659.5150000000001 2778.6210000000005 4.6635000000000009 2869.3449000000005 330.57375000000008 932.56500000000017 11.862100000000002 1022.5259020000002 1179.9325000000001 104.01000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 11 4 5 7 -6 8 -4 10 -2 12 17 14 15 -14 -15 19 24 21 -21 -1 25 -24 -19 26 27 -13 right_child=1 -3 3 -5 6 -7 -8 -9 -10 -11 -12 22 13 16 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=0.0012928868267352823 -2.0647854883917445 -8.4769495441602629 1.5943643320523777 9.9111143403053283 -1.6579674671173095 12.393356290544782 -10.436721839904786 -2.5708442859649661 4.9234524898529051 1.557987053165069 0.34396337327503018 -0.1003762580740305 -1.8883949533002129 -2.9335985307259995 6.9862521852765767 3.1863418787175961 0.8440266863505046 0.24909763264656068 6.0550374521527974 0.61724225566072288 -2.5654394173203854 1.7153846299648285 -3.2152741033380683 -0.20950992064042523 -2.1604597816467286 -1.4107417063279584 1.012993057424372 -0.77286764041943989 leaf_weight=362543 29 23 26 20 25 21 20 30 20 26 21 71 29 22 21 22 21 30 21 53 57 32 22 22 20 22 22 22 leaf_count=362543 29 23 26 20 25 21 20 30 20 26 21 71 29 22 21 22 21 30 21 53 57 32 22 22 20 22 22 22 internal_value=0 -2.0921 0.00214647 1.67343 0.513198 3.33049 -5.55964 0.826279 3.04179 -0.159841 -1.05311 0.00140071 0.00169965 1.00202 2.25066 0.300707 -1.08871 0.00138253 1.2876 0.00113074 -1.03197 0.00144417 -0.597931 -1.71239 -0.714725 -0.240002 -0.0160344 -0.25946 internal_weight=0 99 363214 162 142 97 45 76 46 76 50 363052 362871 115 72 51 43 362756 71 362685 110 362575 181 44 50 137 115 93 internal_count=363313 99 363214 162 142 97 45 76 46 76 50 363052 362871 115 72 51 43 362756 71 362685 110 362575 181 44 50 137 115 93 is_linear=0 shrinkage=0.01 Tree=904 num_leaves=25 num_cat=1 split_feature=10 3 2 18 6 0 4 13 20 16 15 2 8 8 8 0 3 3 25 18 21 2 10 20 split_gain=4.25444e+06 1.19708e+07 4.43692e+06 1.51753e+07 1.30615e+07 1.71452e+07 5.59547e+06 1.52915e+06 637529 715917 636912 614960 775825 1.41244e+06 555328 545188 541119 510056 2.89532e+06 841515 251197 187995 34346 31496.4 threshold=3056.7500000000005 2725.8677800000005 2682.0900000000006 271.72650000000004 403.63375000000008 1519.5755740000002 1888.1190000000004 1661.2684800000002 1116.9381800000003 109.33375000000002 2869.3449000000005 1827.1555000000001 912.87025000000017 362.14375000000007 1017.6571000000002 57.855250000000005 330.57375000000008 205.56000000000003 0 1128.2175000000002 15.163095000000002 21.197500000000002 6.4940000000000007 1925.7125000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 7 8 4 5 15 -6 14 10 20 11 17 13 -13 -2 -4 21 19 -19 -1 23 22 -11 -10 right_child=1 -3 3 -5 6 -7 -8 -9 9 16 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-6.0546731722511561e-05 -0.23034902880268715 -8.3921799062645945 0.80907872994740804 9.8120027332305906 -0.28624517966961038 9.7191859927544222 -6.6749688720703126 1.9949970104383385 0.00034335890051090357 -0.7171867490112781 1.3702928287842695 -0.50963035334039619 0.68922545962863502 -3.3440084253038682 -2.3077508883042768 -1.1132028320312501 -2.0872120749322991 0.73070405910974789 0.019378355224582741 0.76454521923636398 1.0971610134243965 0.095211569786071773 -1.3032412025928497 -0.47021960906982424 leaf_weight=356174 31 23 36 20 29 26 26 23 33 20 34 108 36 21 22 25 38 626 5728 144 20 25 20 25 leaf_count=356174 31 23 36 20 29 26 26 23 33 20 34 108 36 21 22 25 38 626 5728 144 20 25 20 25 internal_value=0 -2.07118 0.002125 1.6567 0.508065 2.91949 -3.30637 -0.158242 0.0013867 -0.591952 0.00168266 0.00155441 -0.608801 -0.971041 -1.09267 0.0212584 -1.13925 0.0018321 0.0906391 0.000248456 0.130757 -0.58505 -1.01021 -0.202486 internal_weight=0 99 363214 162 142 87 55 76 363052 181 362871 362837 165 129 53 61 103 362672 6354 356318 78 65 40 58 internal_count=363313 99 363214 162 142 87 55 76 363052 181 362871 362837 165 129 53 61 103 362672 6354 356318 78 65 40 58 cat_boundaries=0 5 cat_threshold=2113664 134218752 134217808 0 8455168 is_linear=0 shrinkage=0.01 Tree=905 num_leaves=26 num_cat=0 split_feature=0 4 9 1 1 26 8 1 6 9 18 4 4 1 9 0 6 7 6 8 10 0 26 1 8 split_gain=2.52e+06 2.40877e+07 3.9041e+07 7.90561e+06 9.09045e+06 1.08975e+07 3.50874e+06 1.91368e+06 3.252e+06 1.876e+06 1.04978e+07 1.85037e+06 1.63215e+06 2.11587e+06 1.51495e+06 1.48322e+06 697644 1.22472e+06 726159 1.41606e+06 750793 341187 214973 168765 157641 threshold=2778.6210000000005 2693.9010000000007 148.55550000000002 2781.5828000000006 354.74564000000004 2022.5000000000002 249.69280000000003 2781.5828000000006 1324.2200000000003 2854.0889000000006 174.87500000000003 508.93250000000006 2693.9010000000007 1098.6214000000002 190.76392150000004 474.29950500000001 2976.3936000000008 712.24900000000014 1937.6795000000002 66.508050000000011 3056.7500000000005 116.97250000000001 2022.5000000000002 17.896000000000004 337.60650000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 5 -2 -6 9 11 12 15 21 16 14 22 24 18 23 20 -20 -1 -9 -14 -18 -11 right_child=1 2 -4 -5 6 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=0.00020787629846530338 -7.8109284830093388 14.824753497730601 -2.9766871970040456 -8.1851915300809424 4.2726433246785946 -0.11058438434320338 -1.2562439278761546 -0.64141871636913661 -4.6398102115548179 -0.87959735026726349 7.8262252511978145 1.512611644268036 -0.72902223167419433 -4.2036812543869022 1.8132598094940187 1.8513620710372924 -0.50988254375755793 -2.7176341200476659 2.1502666560463282 -0.15756964736514623 -1.2774330501971038 -2.0726221715079411 -1.9943998473266076 0.661107271194458 -2.044494381859189 leaf_weight=362263 40 22 28 26 22 34 24 31 23 26 20 32 25 20 20 20 32 26 46 63 46 36 29 20 21 leaf_count=362263 40 22 28 26 22 34 24 31 23 26 20 32 25 20 20 20 32 26 46 63 46 36 29 20 21 internal_value=0 -1.13452 4.85595 -3.18605 -2.10291 -4.27293 1.38801 -0.000322927 -1.25254 9.83052e-05 1.46837 -0.465604 -0.000253992 -1.31778 -0.53781 -0.429503 8.7661e-05 -0.945546 0.000291181 0.81638 4.56626e-05 -1.41042 -1.40858 -0.0595018 -1.40008 internal_weight=0 196 50 146 120 74 46 362799 122 362677 87 99 362590 94 74 67 362496 78 362418 109 362309 67 54 52 47 internal_count=362995 196 50 146 120 74 46 362799 122 362677 87 99 362590 94 74 67 362496 78 362418 109 362309 67 54 52 47 is_linear=0 shrinkage=0.01 Tree=906 num_leaves=26 num_cat=0 split_feature=2 8 15 13 0 2 7 26 2 7 5 6 5 3 7 1 8 1 6 0 10 3 8 3 1 split_gain=3.12059e+06 1.74725e+07 2.40457e+07 2.36831e+07 1.32152e+07 1.06607e+07 1.20947e+07 1.1812e+07 3.88352e+06 3.04428e+06 3.95857e+06 1.13132e+06 1.02664e+06 5.60327e+06 1.00546e+06 949781 996555 877282 584700 2.19908e+06 924800 463215 284333 238772 60427.1 threshold=2682.0900000000006 2971.7767500000004 85.527017500000014 18.551250000000003 2778.6210000000005 26.254000000000001 9.6081000000000021 2022.5000000000002 873.09500000000014 762.97500000000002 278.16000000000003 2976.3936000000008 2871.8940000000007 1118.1025000000002 762.97500000000002 2781.5828000000006 9.3820000000000032 860.12500000000011 1937.6795000000002 202.20860250000001 3056.7500000000005 138.47650000000002 271.4876000000001 24.191750000000003 0.74724999999999886 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 9 11 7 -7 -6 -8 10 17 12 15 22 23 18 21 -2 20 -20 -1 -17 24 -13 -14 right_child=1 -3 -4 -5 5 6 8 -9 -10 -11 -12 14 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=-0.00016279451275973025 -0.43321035342746317 8.42551609894325 -8.4309365347453529 11.79539745903015 -9.4978533955109423 4.7681239509582518 -0.14361197038130327 -0.98476563547338758 -5.6372309930862921 3.5402339315414428 -4.361815043739651 -0.94220794796943663 -0.49446310297302581 5.5787230636959988 -2.9019157335162165 -1.0321950327722649 0.462399198778214 1.8740991453024058 -0.6295556412935257 2.1132824026074326 -1.4338175735208722 -2.7848635406494142 0.59919610214233399 0.4205517754554749 -1.2460360350608826 leaf_weight=362236 45 29 28 20 39 28 22 28 31 20 23 36 23 21 24 38 31 26 60 57 45 25 20 20 20 leaf_count=362236 45 29 28 20 39 28 22 28 31 20 23 36 23 21 24 38 31 26 60 57 45 25 20 20 20 internal_value=0 1.27695 -0.00273598 1.75838 -0.00159873 -2.98916 -0.548224 -5.94015 -3.35686 -0.00249961 -0.756273 -0.000379504 -0.000117148 1.10528 -1.18943 -0.000373301 -1.00543 0.41172 -0.000112606 0.706699 -0.000340873 -1.7277 -0.385864 -0.455508 -0.844032 internal_weight=0 191 162 134 362804 148 81 67 53 114 94 362656 362576 84 80 362492 94 71 362398 117 362281 63 63 56 43 internal_count=362995 191 162 134 362804 148 81 67 53 114 94 362656 362576 84 80 362492 94 71 362398 117 362281 63 63 56 43 is_linear=0 shrinkage=0.01 Tree=907 num_leaves=23 num_cat=0 split_feature=8 18 0 4 5 9 1 12 3 4 12 0 6 6 5 5 10 5 4 14 6 5 split_gain=2.40662e+06 2.95738e+07 6.52525e+06 9.97175e+06 2.86686e+07 9.41404e+06 6.42751e+06 6.39383e+06 9.42023e+06 1.38744e+06 1.34689e+06 1.21334e+06 1.01618e+06 913373 2.84353e+06 1.31707e+06 1.11418e+06 829630 734091 513564 204122 59354 threshold=2971.7767500000004 151.08750000000003 2778.6210000000005 42.549700000000009 45.32630000000001 148.55550000000002 585.22500000000014 1017.6685000000001 991.56000000000017 2693.9010000000007 69.816300000000012 992.19979999999998 2976.3936000000008 1937.6795000000002 1561.8224400000001 584.10300000000018 3056.7500000000005 2871.8940000000007 102.15277500000001 118.98325000000003 26.308000000000003 22.629459500000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 9 6 -5 -6 -4 8 -2 12 11 20 13 16 15 -15 17 -1 21 -18 -11 -14 right_child=1 -3 3 4 5 -7 -8 -9 -10 10 -12 -13 18 14 -16 -17 19 -19 -20 -21 -22 -23 leaf_value=-0.00015853542073025151 -0.022333294215955233 12.477247203826906 -2.5551648320990092 10.596313730875652 1.1590112991333008 -6.5809861922986581 -8.5230199989905735 2.6220904046297075 -8.5012048454284681 -0.64850326601664221 -2.8604264672100546 1.6987867584228518 -0.60470080504050627 1.0185859835343283 4.2180518858773368 -1.461386754585035 -2.4393895721435546 1.0964686084484709 -2.2114377356937953 -0.32517454779148103 -1.9006603740609211 0.119905534863472 leaf_weight=362299 38 20 59 21 30 33 26 32 20 30 32 20 26 61 21 33 27 69 35 20 23 20 leaf_count=362299 38 20 59 21 30 33 26 32 20 30 32 20 26 61 21 33 27 69 35 20 23 20 internal_value=0 1.47799 -0.00136502 -1.96587 0.477624 -2.89527 -4.38063 -0.966287 -2.94608 -0.0004497 -1.14979 -0.399925 -0.000116889 0.000133338 0.891192 0.147957 -0.000149409 5.02779e-05 -1.12005 -1.53972 -1.19189 -0.289655 internal_weight=0 110 362885 169 84 63 85 90 58 362716 105 73 362611 362530 115 94 362415 362368 81 47 53 46 internal_count=362995 110 362885 169 84 63 85 90 58 362716 105 73 362611 362530 115 94 362415 362368 81 47 53 46 is_linear=0 shrinkage=0.01 Tree=908 num_leaves=22 num_cat=0 split_feature=8 18 12 3 18 8 6 15 1 3 1 1 6 26 3 6 5 10 5 3 5 split_gain=2.35872e+06 2.89853e+07 6.26659e+06 9.23277e+06 3.17834e+06 3.36774e+06 1.24849e+06 4.87161e+06 3.00142e+06 1.46256e+06 2.27526e+07 4.74244e+06 3.568e+06 2.52467e+06 3.75022e+06 1.3902e+06 4.14864e+06 1.51107e+06 1.27762e+06 953932 321051 threshold=2971.7767500000004 151.08750000000003 1017.6685000000001 991.56000000000017 3273.8635600000002 40.280000000000008 2976.3936000000008 10.601000000000001 585.22500000000014 2725.8677800000005 2781.5828000000006 2781.5828000000006 355.17104999999998 2022.5000000000002 511.93300000000005 1937.6795000000002 1561.8224400000001 3056.7500000000005 92.948000000000022 373.20250000000004 103.614 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 6 -6 9 8 20 11 12 15 18 19 -15 17 -17 -1 -11 -13 -8 right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12 13 -14 14 -16 16 -18 -19 -20 -21 -22 leaf_value=-0.00057380684409456741 -0.022109937542363216 12.352474008560179 2.595869406685233 -8.4161928062438953 -0.052195351990786468 -5.7219900722503665 -0.55574650098537581 -5.0465180635452276 2.9608429748535157 -0.54397383954789902 10.322512981241401 -4.3710908953348797 -3.4110541205936009 1.3788855926732759 -3.995759557723999 0.15020809206765953 4.7938007060686747 -1.7749667519330978 2.275540515136719 -1.7275112338293166 -2.137817319735237 leaf_weight=362328 38 20 32 20 22 20 29 24 25 45 22 39 36 37 20 97 24 48 25 21 23 leaf_count=362328 38 20 32 20 22 20 29 24 25 45 22 39 36 37 20 97 24 48 25 21 23 internal_value=0 1.46321 -0.956625 -2.91662 -0.00135137 -2.7521 -0.00103297 -1.11269 0.113437 -0.000723442 1.06802 -0.0011007 -0.852719 -2.01407 -0.506955 -0.000450992 1.07125 -0.000808841 0.462996 -3.44584 -1.25551 internal_weight=0 110 90 58 362885 42 362843 101 77 362742 128 362614 106 117 57 362497 121 362376 70 60 52 internal_count=362995 110 90 58 362885 42 362843 101 77 362742 128 362614 106 117 57 362497 121 362376 70 60 52 is_linear=0 shrinkage=0.01 Tree=909 num_leaves=28 num_cat=0 split_feature=2 4 10 0 2 26 2 3 8 4 1 8 6 3 21 3 6 0 0 3 26 1 8 2 8 1 26 split_gain=3.04877e+06 2.43946e+07 4.25579e+07 1.27534e+07 1.04551e+07 1.14881e+07 1.01959e+07 7.41327e+06 1.67488e+06 2.36139e+06 2.44167e+06 1.55565e+06 1.05537e+06 882038 573663 966340 709952 1.95019e+06 2.53904e+06 958204 4.69414e+06 1.06492e+06 505807 495843 387737 192654 65447.7 threshold=2682.0900000000006 2693.9010000000007 102.72500000000001 2778.6210000000005 26.254000000000001 2022.5000000000002 723.85250000000008 1890.7105500000002 25.728847500000004 93.591000000000008 53.904000000000003 350.23475000000002 2976.3936000000008 481.20000000000005 1069.1935000000001 481.20000000000005 1937.6795000000002 202.20860250000001 688.40820000000008 2725.8677800000005 2022.5000000000002 2781.5828000000006 613.57500000000016 19.122200000000003 242.06775000000002 99.517500000000013 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 7 -3 12 5 -5 -6 8 9 10 -2 -8 14 24 16 25 19 23 -19 21 -21 -1 -10 -18 -14 26 -16 right_child=1 2 -4 4 6 -7 11 -9 22 -11 -12 -13 13 -15 15 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 leaf_value=-9.5965971342817561e-05 2.2941937707971642 16.444206472778323 -2.6260939442027702 -9.3674652901673934 3.8711049878597259 -0.97188013315200805 -1.2407381477355959 -5.2025290285746255 -2.3711061964035034 4.2206132822036748 -1.9993167202289288 -4.8660092853677686 0.1245706381024541 -2.801806197581084 -0.57585776007693745 -2.6077231706891739 0.14355659908056259 4.3899681751544657 0.28894390185674029 4.0985593676567076 -0.70264507591724401 -1.0820073306167519 -0.14902620224725632 -1.7540116555350167 -1.6036139087677004 -1.0827696550369263 0.028588132081944266 leaf_weight=362124 27 25 22 39 32 28 20 30 20 20 26 29 37 23 23 21 40 26 36 32 56 91 21 21 20 25 81 leaf_count=362124 27 25 22 39 32 28 20 30 20 20 26 29 37 23 23 21 40 26 36 32 56 91 21 21 20 25 81 internal_value=0 1.26218 7.51768 -0.00156344 -2.93647 -5.85886 -0.519181 -0.779544 0.3844 1.29278 0.187943 -3.38631 -0.000365703 -1.14881 -0.000112307 -0.618403 0.00014359 0.759749 2.00873 -0.000114292 1.04325 -0.000367777 -1.23297 -0.509705 -0.48181 -0.294561 -0.105087 internal_weight=0 191 47 362804 148 67 81 144 114 73 53 49 362656 80 362576 150 362426 123 62 362303 88 362215 41 61 57 129 104 internal_count=362995 191 47 362804 148 67 81 144 114 73 53 49 362656 80 362576 150 362426 123 62 362303 88 362215 41 61 57 129 104 is_linear=0 shrinkage=0.01 Tree=910 num_leaves=24 num_cat=2 split_feature=13 16 9 7 0 5 0 1 0 16 1 7 25 0 14 5 25 1 22 5 9 1 0 split_gain=4.03635e+06 1.01022e+07 1.67496e+06 1.30206e+07 1.24806e+06 1.22414e+06 7.32881e+06 5.5459e+06 2.17418e+07 4.52255e+06 2.59476e+06 2.40257e+06 1.97796e+06 1.10335e+06 919246 760448 2.07727e+06 3.31978e+06 1.53163e+06 1.02783e+06 1.75117e+06 633183 471641 threshold=3214.9168000000004 3006.0949125000006 2854.0889000000006 2822.9627650000007 267.54700000000008 1146.4585000000004 2778.6210000000005 2781.5828000000006 2778.6210000000005 1927.9850000000004 962.58510000000012 1941.9625000000003 0 22.611000000000004 1061.9390000000003 553.36150000000009 1 631.04475000000014 270.25500000000005 524.39625000000012 438.06825000000003 786.89439000000004 804.19674500000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 left_child=2 14 5 4 -4 7 9 15 13 10 12 -12 -7 -9 -2 19 17 -17 -18 21 -21 -1 -15 right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 11 -13 -14 22 -16 16 18 -19 -20 20 -22 -23 -24 leaf_value=-2.5116643439402238e-05 -1.0207841200263876 -8.202095048086985 -1.9750979769857306 8.0651881284063514 0.68316710573254213 0.89102423243744422 -4.7513833597544082 1.6284856688976288 11.138640892722391 4.3901663017272954 -0.95778587249914804 -4.5526286957480693 -0.43726949473738858 -1.7891358596544999 1.6278568019866944 0.76060915070018553 0.1600812867869616 5.1086858194524591 -2.629824278593063 -0.39334573565368303 -3.4975479325794039 0.25594390412233192 0.024115566611289978 leaf_weight=359494 38 21 38 22 33 162 37 28 22 21 120 22 312 26 20 87 1221 22 20 135 21 969 32 leaf_count=359494 38 21 38 22 33 162 37 28 22 21 120 22 312 26 20 87 1221 22 20 135 21 969 32 internal_value=0 -2.2592 0.00142607 1.34328 -0.739566 0.00108205 -0.424695 0.00187463 2.26761 -0.17338 -0.328956 -1.51473 0.0262772 -0.00172367 -0.10746 0.0011986 0.238094 1.50054 0.114199 0.00031177 -0.811219 0.000662982 -0.788721 internal_weight=0 79 362844 93 71 362751 674 362077 108 637 616 142 474 86 58 361969 1350 109 1241 360619 156 360463 58 internal_count=362923 79 362844 93 71 362751 674 362077 108 637 616 142 474 86 58 361969 1350 109 1241 360619 156 360463 58 cat_boundaries=0 7 12 cat_threshold=32768 262144 4160 0 0 0 128 1048576 134218752 0 0 4096 is_linear=0 shrinkage=0.01 Tree=911 num_leaves=26 num_cat=2 split_feature=13 16 3 12 11 6 1 5 18 7 3 7 21 18 1 5 25 13 3 1 25 7 11 26 19 split_gain=3.95603e+06 9.90114e+06 2.51895e+06 2.2461e+07 3.7477e+07 1.96413e+07 1.58456e+06 1.80522e+06 647047 4.00691e+06 3.99714e+06 948507 806538 654440 1.00108e+06 755677 1.93689e+06 2.52208e+06 1.69634e+06 1.08208e+06 1.67754e+07 734621 615490 421459 310091 threshold=3214.9168000000004 3006.0949125000006 2725.8677800000005 41.583622500000004 789.79950000000008 1937.6795000000002 263.08925000000005 492.24500000000006 1022.0625000000001 1538.3385000000001 1282.3492500000004 548.03450000000009 732.46910750000018 922.84650000000011 116.83499300000001 1146.4585000000004 0 6.454600000000001 815.10500000000013 786.89439000000004 1 365.31653000000006 1670.1750000000002 2022.5000000000002 327.63850000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=2 22 8 5 -5 6 23 -8 13 10 11 12 -10 15 -15 19 17 -17 -18 21 -21 -1 -2 -4 -13 right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12 24 -14 14 -16 16 18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.0004827854525720301 -0.91168310628996951 -8.1200739197503964 0.95930562518891838 17.462384136199951 -0.74551433269794176 -8.7408441704970148 4.5956118919735864 0.4966106224060059 0.15778431770224008 3.2800144356947682 -4.7257169135411576 -2.6783663403987883 -1.4795263222101573 -0.051726662601743433 2.8775544929504395 1.9699117763944574 -0.28248718354354302 -0.92032464747335396 -1.6077478645335543 3.6648076371713119 -0.11237387687077519 0.17671546720914275 1.2113752724907614 -0.90087040703872145 -1.0221321175648617 leaf_weight=358166 36 21 21 20 26 26 21 22 161 26 24 20 37 28 20 74 360 51 132 122 1077 2355 22 29 26 leaf_count=358166 36 21 21 20 26 26 21 22 161 26 24 20 37 28 20 74 360 51 132 122 1077 2355 22 29 26 internal_value=0 -2.23661 0.00141193 1.2367 7.17096 -1.05721 1.0909 2.49845 0.000849938 -0.468091 -0.831713 -0.448697 -0.148178 0.00123039 1.16881 0.00107571 -0.348592 0.732125 -0.625335 0.00167215 0.301588 0.000674711 -0.106385 -0.119596 -1.74223 internal_weight=0 79 362844 165 46 119 93 43 362679 294 268 244 198 362385 48 362337 617 125 492 361720 1199 360521 58 50 46 internal_count=362923 79 362844 165 46 119 93 43 362679 294 268 244 198 362385 48 362337 617 125 492 361720 1199 360521 58 50 46 cat_boundaries=0 7 14 cat_threshold=134217728 262144 4352 0 0 0 128 1048576 0 64 0 0 0 128 is_linear=0 shrinkage=0.01 Tree=912 num_leaves=21 num_cat=0 split_feature=13 16 9 4 0 8 4 1 13 2 0 14 1 11 9 21 1 1 8 6 split_gain=3.87731e+06 9.70411e+06 1.6533e+06 1.23939e+07 1.76629e+06 1.17308e+06 1.86921e+06 1.21284e+06 1.79778e+07 1.19372e+07 3.01467e+06 894935 639518 1.91379e+06 1.64029e+06 970030 1.72401e+06 1.04096e+06 187585 135158 threshold=3214.9168000000004 3006.0949125000006 2854.0889000000006 2693.9010000000007 267.54700000000008 2971.7767500000004 1522.8167500000002 2781.5828000000006 312.11975000000007 2682.0900000000006 992.19979999999998 1061.9390000000003 1892.2623000000001 1230.4050000000002 119.5475 704.21750000000009 733.85806350000018 786.89439000000004 168.16500000000005 196.44300000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 5 4 18 7 19 12 9 10 -9 -2 15 14 -14 17 -17 -1 -4 -7 right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 leaf_value=0.00071352446569338749 -1.0064877697041161 -8.0388730657668344 -1.3042942214012145 8.3089684677124023 1.1362951177539247 -0.62899056142376319 -3.7028358095342462 -0.23412086059176734 9.7235143570899965 -6.377733022725141 3.3321837666160183 1.60689510345459 -0.44007841342428455 2.2139695503598169 -2.9402242446822275 -0.30187454876991415 -2.7951412799954416 0.3081103881028443 -2.6739109077453613 0.42542076873779294 leaf_weight=361015 38 21 20 20 33 31 22 63 20 27 38 20 115 21 34 208 32 1105 20 20 leaf_count=361015 38 21 20 20 33 31 22 63 20 27 38 20 115 21 34 208 32 1105 20 20 internal_value=0 -2.21424 0.00139879 1.33455 -0.576252 0.001057 -1.26648 0.00131213 0.906384 -0.471292 1.10766 -0.105321 0.000942646 -0.612255 -1.01058 0.00123033 -0.63431 0.00165154 -1.9891 -0.215496 internal_weight=0 79 362844 93 73 362751 73 362678 148 128 101 58 362530 170 149 362360 240 362120 40 51 internal_count=362923 79 362844 93 73 362751 73 362678 148 128 101 58 362530 170 149 362360 240 362120 40 51 is_linear=0 shrinkage=0.01 Tree=913 num_leaves=25 num_cat=4 split_feature=13 16 3 18 13 4 4 1 14 18 7 3 7 21 18 1 26 1 25 25 25 1 25 19 split_gain=3.80015e+06 9.51099e+06 2.46004e+06 1.32337e+07 2.18824e+07 1.23212e+07 3.80251e+06 3.10555e+06 877126 636932 3.90459e+06 3.94675e+06 926966 784812 640236 978533 595886 2.98697e+06 1.75186e+07 2.10042e+06 1.73559e+06 1.47993e+06 967461 305250 threshold=3214.9168000000004 3006.0949125000006 2725.8677800000005 74.971299999999999 240.87900000000005 2693.9010000000007 974.87180000000001 22.341000000000005 1061.9390000000003 1022.0625000000001 1538.3385000000001 1282.3492500000004 548.03450000000009 732.46910750000018 922.84650000000011 116.83499300000001 2022.5000000000002 786.89439000000004 0 1 2 585.22500000000014 3 327.63850000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 9 2 9 2 left_child=2 8 9 4 5 6 7 -4 -2 14 11 12 13 -11 16 -16 17 19 -19 -1 21 -18 -22 -14 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12 -13 23 -15 15 -17 20 18 -20 -21 22 -23 -24 -25 leaf_value=0.080793706365595894 -0.99642288371136323 -7.9584843562898184 1.3524845800680274 8.8476393055915832 9.8822281637191765 -6.9704722340901695 3.7284873180389404 -2.8618328735563487 1.590826089859009 0.15611379899593614 3.2355107013995834 -4.6927651000022887 -2.6503480153083805 -1.4589946678522472 -0.050666849953787667 2.8454386644363403 -0.16924398545620695 3.5954487604430962 -0.18806488917231023 -0.0053872505796126579 0.058189690389367596 -1.3169184511848118 -0.01505013928041647 -1.0070912834314201 leaf_weight=35085 38 21 34 20 20 30 25 36 20 161 26 24 20 37 28 20 4890 148 545 145640 20392 115 155522 26 leaf_count=35085 38 21 34 20 20 30 25 36 20 161 26 24 20 37 28 20 4890 148 545 145640 20392 115 155522 26 internal_value=0 -2.1921 0.0013848 1.22214 0.170352 -1.38355 0.380744 -0.814879 -0.104268 0.00082942 -0.464432 -0.823381 -0.442786 -0.145699 0.00120688 1.15604 0.0010539 0.0138603 0.669127 0.0113476 -0.0117878 -0.195224 -0.00655733 -1.72155 internal_weight=0 79 362844 165 145 125 95 70 58 362679 294 268 244 198 362385 48 362337 181418 693 180725 180919 5005 175914 46 internal_count=362923 79 362844 165 145 125 95 70 58 362679 294 268 244 198 362385 48 362337 181418 693 180725 180919 5005 175914 46 cat_boundaries=0 4 11 18 25 cat_threshold=1048576 0 320 1073741824 3229663236 1207959812 2147488513 1142031408 8443921 10240 2 1074790400 4 0 1073823760 8389120 16 2 75497472 135364608 1028 37749250 840043648 12674116 128 is_linear=0 shrinkage=0.01 Tree=914 num_leaves=26 num_cat=1 split_feature=13 7 3 12 4 4 4 6 26 8 18 7 3 7 21 18 10 26 7 3 24 0 9 0 9 split_gain=3.72453e+06 6.93538e+06 2.41108e+06 2.16571e+07 4.20886e+07 2.47354e+07 2.15228e+06 1.04266e+06 1.12725e+06 703986 624260 3.82689e+06 3.86821e+06 908519 769195 627494 641400 584115 2.54979e+06 3.5991e+06 1.27665e+06 1.12854e+06 2.91312e+06 1.22688e+06 320475 threshold=3214.9168000000004 1306.1250000000002 2725.8677800000005 41.583622500000004 1292.0010000000002 2693.9010000000007 974.87180000000001 1.6852500000000001 2022.5000000000002 271.4876000000001 1022.0625000000001 1538.3385000000001 1282.3492500000004 548.03450000000009 732.46910750000018 922.84650000000011 279.68090000000007 2022.5000000000002 610.83000000000004 297.12438000000003 0 747.41500000000008 1972.2770000000003 688.40820000000008 487.08190000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=2 9 10 5 -5 6 7 8 -4 -2 15 12 13 14 -12 17 -17 18 20 -20 -1 23 -23 -19 -15 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 11 -13 -14 24 -16 16 -18 21 19 -21 -22 22 -24 -25 -26 leaf_value=0.057803621855214295 -0.82525942674049957 -5.7610133486986159 2.6560217281341552 -2.1211554630597433 17.027758603529495 -10.113296820322672 3.7676251190185548 -1.3951796581434166 -0.44766212376681241 1.6364385913667223 0.1545526649344782 3.2031554016700161 -4.6458374818166099 -2.6560125882625578 -1.444404731054564 0.16751625231334141 2.5122372446060179 -0.010627779159220994 0.068592851029990784 1.9419186530835699 -0.0034775094799737441 -0.53692137859022371 2.3781653919484884 1.1771792462228359 -0.97227573688213642 leaf_weight=45357 26 32 25 24 22 24 25 23 22 21 161 26 24 20 37 28 20 180078 271 165 135625 718 36 87 26 leaf_count=45357 26 32 25 24 22 24 25 23 22 21 161 26 24 20 37 28 20 180078 271 165 135625 718 36 87 26 internal_value=0 -2.17018 0.00137193 1.20992 7.03702 -1.04257 1.24898 0.349469 1.20323 0.274648 0.000822098 -0.459787 -0.815147 -0.438358 -0.144242 0.00119579 1.14448 0.00104433 0.0137236 0.777535 0.0118835 -0.0116699 -0.39774 -0.0100542 -1.70434 internal_weight=0 79 362844 165 46 119 95 70 47 47 362679 294 268 244 198 362385 48 362337 181418 436 180982 180919 754 180165 46 internal_count=362923 79 362844 165 46 119 95 70 47 47 362679 294 268 244 198 362385 48 362337 181418 436 180982 180919 754 180165 46 cat_boundaries=0 1 cat_threshold=7 is_linear=0 shrinkage=0.01 Tree=915 num_leaves=19 num_cat=1 split_feature=19 11 18 8 12 5 0 0 13 3 7 26 5 13 3 3 4 25 split_gain=2.93276e+06 5.80102e+06 3.88128e+06 2.80094e+06 6.78519e+06 1.6135e+07 3.95089e+06 2.93521e+06 1.10007e+07 1.27266e+07 8.78887e+06 2.56998e+06 746058 4.24108e+06 6.53484e+06 1.00213e+06 2.39871e+06 699893 threshold=3260.8512500000006 474.67500000000013 3273.8635600000002 2971.7767500000004 321.25325000000009 1561.8224400000001 1275.1415000000002 2778.6210000000005 312.11975000000007 358.01332900000006 270.07350000000002 2022.5000000000002 2871.8940000000007 102.70100000000001 543.62350000000004 2725.8677800000005 285.32900000000006 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 left_child=2 -2 3 7 5 -5 -6 12 9 11 -11 -9 15 14 -14 17 -17 -1 right_child=1 -3 -4 4 6 -7 -8 8 -10 10 -12 -13 13 -15 -16 16 -18 -19 leaf_value=0.22969485454333963 -0.58869727959999674 6.5748692531585702 -3.195001631786949 0.17658870451790948 -1.4690900437037149 -10.910927886962892 4.5489238090515141 4.155640281677246 7.3071553479708156 -6.517015489305769 1.6660647147042411 0.45340574296315511 -0.056801231712102884 -1.8347631902952453 6.5436249780654911 0.44729168781867396 -2.706018711090088 0.00013264054487686848 leaf_weight=1323 26 20 38 35 24 21 20 50 26 35 21 30 40 37 24 52 45 361304 leaf_count=1323 26 20 38 35 24 21 20 50 26 35 21 30 40 37 24 52 45 361304 internal_value=0 2.5259 0.000749352 0.00108381 -1.67229 -3.98123 1.26637 0.00154481 1.3473 0.207912 -3.44836 2.7673 0.00094394 0.860284 2.41836 0.000704658 -1.01558 0.000976508 internal_weight=0 46 363125 363087 100 56 44 362987 162 136 56 80 362825 101 64 362724 97 362627 internal_count=363171 46 363125 363087 100 56 44 362987 162 136 56 80 362825 101 64 362724 97 362627 cat_boundaries=0 6 cat_threshold=0 0 0 4194304 2176 24576 is_linear=0 shrinkage=0.01 Tree=916 num_leaves=31 num_cat=1 split_feature=19 15 2 17 7 9 12 4 3 0 2 26 26 1 1 7 25 10 3 3 0 2 3 4 0 16 4 3 19 3 split_gain=2.8744e+06 6.83659e+06 4.40209e+06 1.7656e+07 1.58311e+07 4.29879e+07 1.2838e+07 1.16427e+07 4.41668e+06 1.42777e+06 8.45183e+06 8.24111e+06 2.10539e+06 1.32499e+06 784720 623611 4.86718e+06 5.64293e+06 6.37349e+06 1.80013e+06 1.68639e+06 2.28394e+06 2.34089e+06 2.01792e+06 1.37985e+06 1.1749e+06 867790 1.89226e+06 844328 102528 threshold=3260.8512500000006 1582.5954300000001 2682.0900000000006 315.37500000000006 44.881800000000005 131.25510000000006 752.69540000000018 1292.0010000000002 13.843700000000002 2778.6210000000005 27.046500000000005 2022.5000000000002 2022.5000000000002 1461.4925000000003 54.82800000000001 610.83000000000004 0 1935.1350000000002 1890.7105500000002 991.56000000000017 1275.1415000000002 873.09500000000014 1282.3492500000004 974.87180000000001 635.46050000000014 118.12666600000001 2693.9010000000007 138.47650000000002 218.88300000000001 1282.3492500000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 9 4 7 -6 -7 8 14 15 11 -11 29 -14 -4 20 17 18 -17 25 26 23 -23 -22 -21 -18 28 -28 -1 -12 right_child=1 -3 3 -5 5 6 -8 -9 -10 10 12 -13 13 -15 -16 16 19 -19 -20 24 21 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-8.0359598111555666e-05 -0.88054857382407559 6.8961804313659671 -0.47188727180163065 -9.9537057538466023 15.577167839050293 -6.2435214219774515 4.2464777145385746 -9.8531451950073254 -4.3333120243889942 7.1034891330494601 -3.1825544395446776 -0.64696252739947779 2.1480619637862497 -1.3712863941192626 2.2101388778686526 0.4243515941254179 0.044782266696581578 5.3758926017467799 5.0631091997700359 -2.6799958629961367 -0.7220440686465025 -0.18343785996530571 3.7191725713556463 -3.4298825569152833 -0.33667768600139214 -0.99269591135137225 3.1553835888262149 -0.49370815400282547 0.25513179955690485 -2.169994659423828 leaf_weight=359497 26 20 24 22 20 28 20 20 28 34 20 23 23 20 20 665 553 26 31 54 333 51 22 30 47 136 27 30 1301 20 leaf_count=359497 26 20 24 22 20 28 20 20 28 34 20 23 23 20 20 665 553 26 31 54 333 51 22 30 47 136 27 30 1301 20 internal_value=0 2.50064 0.000741922 -1.5541 -0.399149 3.25962 -1.87269 -3.10346 -1.22855 0.0015216 1.01119 3.97611 -1.02496 0.511156 0.747216 0.00113199 0.203795 0.790879 0.630963 -0.338482 0.000283846 -0.621263 0.992691 -0.945832 -1.58954 -0.160003 0.00103482 1.23481 0.000839909 -2.67627 internal_weight=0 46 363125 182 160 68 48 92 72 362943 140 57 83 43 44 362803 1512 722 696 790 361291 436 73 363 101 689 360855 57 360798 40 internal_count=363171 46 363125 182 160 68 48 92 72 362943 140 57 83 43 44 362803 1512 722 696 790 361291 436 73 363 101 689 360855 57 360798 40 cat_boundaries=0 5 cat_threshold=134251520 134546496 1052993 0 16384 is_linear=0 shrinkage=0.01 Tree=917 num_leaves=25 num_cat=0 split_feature=19 15 2 17 13 10 1 1 9 7 12 5 16 8 7 9 11 8 1 2 5 8 11 8 split_gain=2.8172e+06 6.70054e+06 4.31449e+06 1.73046e+07 1.69328e+07 4.68252e+06 5.86717e+06 925151 813389 1.44589e+06 1.04315e+06 771899 2.67922e+06 1.96803e+06 6.7153e+06 1.98002e+06 908447 1.36707e+06 1.20957e+06 4.35294e+06 725527 655970 652833 642359 threshold=3260.8512500000006 1582.5954300000001 2682.0900000000006 315.37500000000006 33.349000000000011 599.29360000000008 962.58510000000012 22.341000000000005 2854.0889000000006 1941.9625000000003 1324.2200000000003 1561.8224400000001 1356.4225000000004 613.57500000000016 576.56500000000017 1022.5259020000002 2105.5980000000004 553.29950000000008 2781.5828000000006 723.85250000000008 259.98675000000009 1581.7937000000002 3182.0603000000006 301.38810000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 8 4 5 6 7 -4 11 10 23 16 13 14 -13 -15 18 22 21 -20 -8 -1 -18 -10 right_child=1 -3 3 -5 -6 -7 20 -9 9 -11 -12 12 -14 15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 leaf_value=0.00095546945232414322 -0.87174307355513947 6.8272188224792476 -1.708917248941237 -9.8541687982732604 5.7527145821707588 2.1906052716573079 -4.0351091650257942 1.0095086960565476 -0.099812324458155147 -3.0433966708183289 1.4940190362930299 -0.038597336928680462 3.7718369143942132 -2.0460377155366491 4.5190103002694935 0.99468814575310915 0.61370110105384479 -2.6118298472780168 2.5133062249918781 -2.3175804805755615 -6.4134029625202054 0.55348015163942832 -1.2809299297294308 -2.4293672876358032 leaf_weight=362086 26 20 31 22 35 21 23 21 29 24 24 189 23 61 39 33 44 33 66 26 29 215 31 20 leaf_count=362086 26 20 31 22 35 21 23 21 29 24 24 189 23 61 39 33 44 33 66 26 29 215 31 20 internal_value=0 2.47563 0.000734503 -1.53855 -0.395158 -2.11656 -2.98628 -0.611091 0.00150639 -0.914092 -0.214047 0.00175116 0.474537 0.239015 0.740993 -0.978549 0.0013012 -0.915707 0.00157448 1.14806 -5.36147 0.00128335 -0.169413 -1.05065 internal_weight=0 46 363125 182 160 125 104 52 362943 97 73 362846 345 322 228 94 362501 108 362393 92 52 362301 75 49 internal_count=363171 46 363125 182 160 125 104 52 362943 97 73 362846 345 322 228 94 362501 108 362393 92 52 362301 75 49 is_linear=0 shrinkage=0.01 Tree=918 num_leaves=19 num_cat=1 split_feature=19 15 18 8 12 5 0 0 13 3 1 5 5 13 3 3 4 25 split_gain=2.76113e+06 6.5672e+06 3.74073e+06 2.72989e+06 6.59921e+06 1.5683e+07 3.85371e+06 2.88582e+06 1.08087e+07 1.22342e+07 8.21165e+06 7.78984e+06 713660 4.17188e+06 6.39086e+06 984465 2.35319e+06 684769 threshold=3260.8512500000006 1582.5954300000001 3273.8635600000002 2971.7767500000004 321.25325000000009 1561.8224400000001 1275.1415000000002 2778.6210000000005 312.11975000000007 358.01332900000006 354.74564000000004 670.57570000000021 2871.8940000000007 102.70100000000001 698.94000000000005 2725.8677800000005 285.32900000000006 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 left_child=2 -2 3 7 5 -5 -6 12 9 10 -9 -11 15 14 -14 17 -17 -1 right_child=1 -3 -4 4 6 -7 -8 8 -10 11 -12 -13 13 -15 -16 16 -18 -19 leaf_value=0.22718397728053594 -0.86302567848792455 6.7589468307495126 -3.1366277995862459 0.17113962963649204 -1.454461086591085 -10.759994736626036 4.4890768051147463 0.36491131195655235 7.243505513851459 -8.382216455459595 7.0819773864746098 -0.59841099633110895 0.17836643496225046 -1.8315829307968552 6.9085313706170952 0.44231489640015825 -2.6809302628835043 0.00011554136658063372 leaf_weight=1323 26 20 38 35 24 21 20 52 26 20 28 36 43 37 21 52 45 361304 leaf_count=1323 26 20 38 35 24 21 20 52 26 20 28 36 43 37 21 52 45 361304 internal_value=0 2.45088 0.000727158 0.00105551 -1.65096 -3.92804 1.24715 0.00151062 1.33589 0.206497 2.71588 -3.37834 0.000914826 0.84139 2.3867 0.000680797 -1.00661 0.000950241 internal_weight=0 46 363125 363087 100 56 44 362987 162 136 80 56 362825 101 64 362724 97 362627 internal_count=363171 46 363125 363087 100 56 44 362987 162 136 80 56 362825 101 64 362724 97 362627 cat_boundaries=0 6 cat_threshold=0 0 0 4194304 2176 24576 is_linear=0 shrinkage=0.01 Tree=919 num_leaves=30 num_cat=3 split_feature=25 1 3 5 13 1 3 1 0 4 13 12 1 24 1 5 22 15 24 17 18 3 4 4 0 8 1 15 3 split_gain=1.90096e+06 9.71795e+07 1.69616e+07 4.23558e+07 1.68907e+07 1.55263e+07 2.89523e+06 2.53292e+06 5.40587e+06 2.32475e+06 1.39423e+06 1.22111e+06 1.19575e+06 1.076e+06 1.03494e+06 992817 3.52408e+06 2.18089e+06 2.1218e+06 1.55682e+06 864558 765781 747272 648176 582525 5.9829e+06 483358 384911 285862 threshold=0 2781.5828000000006 2725.8677800000005 2871.8940000000007 312.11975000000007 1256.4300000000001 698.94000000000005 860.12500000000011 33.002500000000005 1116.5450000000003 1063.1169900000002 3113.0710000000004 585.22500000000014 1 241.54760000000002 1561.8224400000001 30.912210000000002 715.25850000000014 2 940.75000000000011 1530.3410000000001 698.94000000000005 17.821000000000005 30.733578000000005 1117.6621800000003 1350.3896175000002 2781.5828000000006 752.68275000000017 1282.3492500000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 6 11 4 5 23 7 10 -9 14 12 15 13 -1 28 20 17 18 -17 -19 24 27 -13 -4 26 -26 -2 -22 -8 right_child=2 -3 3 -5 -6 -7 9 8 -10 -11 -12 22 -14 -15 -16 16 -18 19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 leaf_value=0.48138442192729375 0.00049241157629662034 17.57837340116501 -1.0282101538374617 -14.484686961855207 6.331827186896251 -9.6925351357460023 -0.70920047396705255 -0.50857479400104955 5.2929126581652408 -4.4470916852084068 2.2336542812983193 -0.40469240348786117 -1.6725684987581693 0.0074934160799051807 -2.0771370183096991 -1.0718778369184268 4.6127599502801893 4.4361794071197513 0.65167624697500826 0.53777963910784043 -0.13553271891234758 -2.6290698795318606 -2.6636528403670701 1.0818988887468974 -0.50590632996224838 3.79742135440602 0.93802514258298009 -1.5427685638574453 0.84643364482455785 leaf_weight=568 358117 32 37 28 26 24 21 36 29 22 30 32 39 2815 36 108 20 20 171 21 77 20 27 24 649 34 55 26 27 leaf_count=568 358117 32 37 28 26 24 21 36 29 22 30 32 39 2815 36 108 20 20 171 21 77 20 27 24 649 34 55 26 27 internal_value=0 0.227621 -0.00128276 -3.49383 -0.721365 -2.87881 0.0749991 0.124076 2.07978 -1.55333 0.0872504 6.80546e-05 0.0684334 0.088504 -0.795434 0.00030426 0.540423 0.285902 -0.030567 2.43944 -0.000207305 -0.83845 -1.43845 -0.198003 8.00085e-05 -0.291685 0.000636377 -0.490757 0.165844 internal_weight=0 3655 359516 139 111 85 3623 3517 65 106 3452 359377 3422 3383 84 359318 340 320 279 41 358978 123 59 61 358855 683 358172 103 48 internal_count=363171 3655 359516 139 111 85 3623 3517 65 106 3452 359377 3422 3383 84 359318 340 320 279 41 358978 123 59 61 358855 683 358172 103 48 cat_boundaries=0 6 7 8 cat_threshold=1048576 0 0 4194304 2176 24576 3 692 is_linear=0 shrinkage=0.01 Tree=920 num_leaves=30 num_cat=1 split_feature=1 5 3 5 11 0 2 2 5 0 0 0 2 7 7 1 25 19 13 14 16 0 12 2 3 6 5 26 1 split_gain=4.16262e+06 1.26894e+07 2.03482e+07 8.75682e+06 1.06743e+07 6.89548e+06 5.77526e+06 2.13278e+06 4.87766e+06 2.10979e+06 2.07842e+06 742330 6.51954e+06 7.38357e+06 1.89665e+06 571625 3.92619e+06 4.22983e+06 2.40815e+06 1.047e+06 677041 935460 4.87604e+06 753480 685191 565612 554345 463453 351747 threshold=2781.5828000000006 190.35649999999995 297.12438000000003 2871.8940000000007 2105.5980000000004 1519.5755740000002 1468.575 2682.0900000000006 1146.4585000000004 887.79240000000016 1275.1415000000002 2778.6210000000005 26.254000000000001 9.3785000000000025 826.12250000000006 1461.4925000000003 0 165.69600000000005 10.878750000000002 8.9787000000000017 1356.4225000000004 1117.6621800000003 1324.2200000000003 873.09500000000014 2725.8677800000005 1136.6981000000003 470.72165250000006 2022.5000000000002 144.83500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 5 6 -5 -2 -3 11 9 28 -10 15 27 -14 -15 20 19 18 -18 26 21 24 -23 25 -1 -22 -17 -13 -9 right_child=1 3 -4 4 -6 -7 -8 8 10 -11 -12 12 13 14 -16 16 17 -19 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.00060615343049948362 -0.53203673203786217 -0.63951554330190019 13.173877041816711 -1.5879027423858643 7.8435769691467288 6.5249212293624872 -7.1473479961395263 -0.29822440884330059 -1.4791267194747926 2.4220551324773716 -5.7670171796358547 -2.5626060414314269 7.0279437226515551 -1.967956379890442 2.2016948278745017 -2.2767505393425624 0.36553199954254112 4.7193458709716802 -2.4506027424335479 -0.7103529161565445 -0.087504760970959092 0.21148147534591416 4.807874188919862 -1.8453450306041823 0.9830759827519806 -1.6966641017913819 -4.2583183240890508 -0.72430714329083756 -1.7319831902640206 leaf_weight=361551 45 30 20 30 20 20 25 44 20 27 26 32 26 20 24 48 194 20 36 34 173 602 24 37 71 25 20 24 28 leaf_count=361551 45 30 20 30 20 20 25 44 20 27 26 32 26 20 24 48 194 20 36 34 173 602 24 37 71 25 20 24 28 internal_value=0 1.48105 4.35334 -0.84414 2.18469 1.63933 -3.59762 0.000510519 -1.21205 0.0381625 -3.90272 0.000994926 0.768423 2.80297 0.306399 0.000728425 -0.402057 0.296455 -0.0752543 -1.95181 0.00111956 0.00146765 0.387701 -0.535458 0.000799049 -0.290681 -2.85956 -1.77476 -0.855797 internal_weight=0 190 85 105 50 65 55 363106 145 99 46 362961 126 70 44 362835 352 250 230 102 362483 362248 626 235 361622 198 68 56 72 internal_count=363296 190 85 105 50 65 55 363106 145 99 46 362961 126 70 44 362835 352 250 230 102 362483 362248 626 235 361622 198 68 56 72 cat_boundaries=0 1 cat_threshold=1081344 is_linear=0 shrinkage=0.01 Tree=921 num_leaves=34 num_cat=2 split_feature=1 5 3 5 8 0 2 8 5 0 25 26 3 7 2 1 13 2 0 3 2 14 2 5 7 1 0 3 1 14 25 11 6 split_gain=4.07978e+06 1.24369e+07 1.99432e+07 8.58256e+06 1.41226e+07 6.75826e+06 5.66033e+06 2.63254e+06 3.46398e+06 699535 9.35856e+06 8.03938e+06 1.14011e+07 7.98065e+06 7.46518e+06 4.06689e+06 3.64824e+06 3.30927e+06 4.3411e+06 2.8144e+06 2.76725e+06 1.65636e+06 1.10903e+06 1.87558e+06 1.41096e+06 567587 6.39407e+06 2.53827e+06 812116 1.06509e+06 497680 481566 414998 threshold=2781.5828000000006 190.35649999999995 297.12438000000003 2871.8940000000007 1973.6620000000003 1519.5755740000002 1468.575 2971.7767500000004 1908.1960000000001 1117.6621800000003 0 2022.5000000000002 30.013000000000002 1538.3385000000001 251.15409550000004 1256.4300000000001 1175.575 522.27250000000015 2778.6210000000005 1118.1025000000002 440.27500000000003 33.32500000000001 1827.1555000000001 1146.4585000000004 610.83000000000004 1892.2623000000001 591.40200000000016 145.91800000000003 1461.4925000000003 208.66305000000003 1 6.6497500000000018 60.407300000000006 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=7 2 5 6 -5 -2 -3 9 31 22 11 12 14 16 -11 17 -13 18 -12 -19 -14 -17 25 24 32 28 27 -27 30 -30 -1 -9 -24 right_child=1 3 -4 4 -6 -7 -8 8 -10 10 15 13 20 -15 -16 21 -18 19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31 -32 -33 -34 leaf_value=0.03017192324179483 -0.52671634366777209 -0.63312037293116252 13.04213834667206 -2.7423325240170517 7.9210910432235053 6.459671776771545 -7.0758744664192204 0.30892374038696291 -4.7694865293686206 7.1799262903697461 -0.31826616189696572 -1.9494162056554447 -1.511808966530694 4.5363668581644694 0.21803240966796875 -4.6037278695539996 2.2825522903442383 0.3793792435328166 -3.5890492153167726 4.3780137476713756 1.8267312260866166 -1.0613839817047119 -0.25933198909948368 -2.841628650665283 2.1948029470443724 0.91465615510940557 5.3087644648551944 -2.3478586322505302 -0.40459882612105547 -2.8821932291984558 -0.0039169264948529913 -1.3383731812068393 -1.3659539323694565 leaf_weight=49631 45 30 20 27 23 20 25 36 26 67 297 110 36 30 20 33 25 75 47 23 80 22 101 35 20 57 24 41 131 20 312033 35 51 leaf_count=49631 45 30 20 27 23 20 25 36 26 67 297 110 36 30 20 33 25 75 47 23 80 22 101 35 20 57 24 41 131 20 312033 35 51 internal_value=0 1.46624 4.30981 -0.835699 2.16284 1.62294 -3.56164 0.000505413 -1.64669 0.000945561 0.284985 1.4705 2.843 -0.128976 5.57949 -0.61013 -1.16572 -0.303309 -0.765146 1.31783 0.790633 -3.18679 0.000267118 -0.731484 -0.302094 0.000685623 0.682652 -0.450274 0.000455671 -0.732757 0.000761798 -0.503124 -0.630633 internal_weight=0 190 85 105 50 65 55 363106 97 363009 865 368 203 165 87 497 135 442 344 98 116 55 362144 207 172 361937 122 98 361815 151 361664 71 152 internal_count=363296 190 85 105 50 65 55 363106 97 363009 865 368 203 165 87 497 135 442 344 98 116 55 362144 207 172 361937 122 98 361815 151 361664 71 152 cat_boundaries=0 5 12 cat_threshold=9470464 4 0 1073741824 16384 2155872260 134218756 580 106185233 8390801 2487230660 128 is_linear=0 shrinkage=0.01 Tree=922 num_leaves=34 num_cat=1 split_feature=1 5 0 5 8 2 8 5 0 25 26 2 7 12 0 1 2 0 12 2 14 2 5 7 26 1 0 2 1 14 0 11 6 split_gain=3.9986e+06 1.21894e+07 1.3959e+07 8.41176e+06 1.38416e+07 5.54769e+06 2.58016e+06 3.39505e+06 685614 9.17233e+06 7.8794e+06 1.08659e+07 7.82184e+06 5.19296e+06 4.84616e+06 3.98596e+06 3.24342e+06 4.25471e+06 2.77095e+06 2.30778e+06 1.6234e+06 1.08696e+06 1.83825e+06 1.38289e+06 634037 556292 6.26683e+06 1.95108e+06 795955 1.04389e+06 488288 471983 406740 threshold=2781.5828000000006 190.35649999999995 1884.2950000000003 2871.8940000000007 1973.6620000000003 1468.575 2971.7767500000004 1908.1960000000001 1117.6621800000003 0 2022.5000000000002 117.64300000000001 1538.3385000000001 285.16700000000009 1884.2950000000003 1256.4300000000001 522.27250000000015 2778.6210000000005 54.233460000000008 873.09500000000014 33.32500000000001 1827.1555000000001 1146.4585000000004 610.83000000000004 2022.5000000000002 1892.2623000000001 591.40200000000016 141.77045000000001 1461.4925000000003 208.66305000000003 992.19979999999998 6.6497500000000018 60.407300000000006 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 24 5 -5 -3 8 31 21 10 11 14 13 -12 -10 16 17 -11 -18 -13 -17 25 23 32 -2 28 27 -27 30 -30 -1 -8 -23 right_child=1 3 -4 4 -6 -7 7 -9 9 15 12 19 -14 -15 -16 20 18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31 -32 -33 -34 leaf_value=0.00099556040979640833 2.6617009140894967 -0.62678918441136677 10.206218384636772 -2.7149095242111771 7.8418801564755647 -7.0051156314849861 0.30583455032772489 -4.7217916970069593 3.7426409137816656 -0.31508349263106128 -3.1893813260885384 -0.27957551305256195 4.4910032755533855 0.73587904186440367 9.0049940109252926 -4.5576906886245263 2.7608933823449271 -3.5531586666310084 -0.63699396167482647 2.3769163671661828 -1.0507701006802646 -0.25673868736418171 -2.8132123432159428 2.1728549060821534 0.55932822190225129 0.82789076043499854 5.2556769351164494 -2.0089008153568613 -0.40055283985747636 -2.8533713049888609 -0.5585940174796642 -1.3249894471849715 -1.352294378748127 leaf_weight=361508 26 30 27 27 23 25 36 26 42 297 65 63 30 70 30 33 56 47 42 68 22 101 35 20 32 54 24 44 131 20 156 35 51 leaf_count=361508 26 30 27 27 23 25 36 26 42 297 65 63 30 70 30 33 56 47 42 68 22 101 35 20 32 54 24 44 131 20 156 35 51 internal_value=0 1.45158 4.26671 -0.827342 2.14121 -3.52603 0.000500366 -1.63022 0.000936112 0.282135 1.45579 2.81457 -0.127686 -1.15406 5.93529 -0.604029 -0.300276 -0.757495 1.30466 1.09937 -3.15492 0.000264454 -0.724169 -0.299073 1.50177 0.000678774 0.675826 -0.445771 0.000451122 -0.725429 0.000754187 -0.498093 -0.624326 internal_weight=0 190 85 105 50 55 363106 97 363009 865 368 203 165 135 72 497 442 344 98 131 55 362144 207 172 58 361937 122 98 361815 151 361664 71 152 internal_count=363296 190 85 105 50 55 363106 97 363009 865 368 203 165 135 72 497 442 344 98 131 55 362144 207 172 58 361937 122 98 361815 151 361664 71 152 cat_boundaries=0 5 cat_threshold=9470464 4 0 1073741824 16384 is_linear=0 shrinkage=0.01 Tree=923 num_leaves=32 num_cat=4 split_feature=1 5 3 5 11 0 12 9 5 10 25 1 9 9 1 24 10 0 24 10 1 4 1 0 5 9 3 1 1 24 11 split_gain=3.91902e+06 1.19468e+07 1.94845e+07 8.24437e+06 1.01551e+07 6.47244e+06 5.4609e+06 1.10155e+06 2.61224e+06 1.1049e+06 563083 4.6589e+06 2.08656e+06 2.53513e+07 2.06995e+06 3.45968e+06 5.06889e+06 1.27055e+06 5.99432e+06 7.65576e+06 4.79312e+06 1.58209e+06 6.69497e+06 1.28563e+06 1.05655e+06 858167 1.3672e+06 855889 2.9825e+06 811445 341915 threshold=2781.5828000000006 190.35649999999995 297.12438000000003 2871.8940000000007 2105.5980000000004 1519.5755740000002 321.25325000000009 2854.0889000000006 670.57570000000021 1058.8682400000002 0 1892.2623000000001 395.07800000000003 419.23800000000006 1461.4925000000003 1 724.82817100000011 1117.6621800000003 2 182.36317500000004 860.12500000000011 2693.9010000000007 72.937500000000014 561.94500000000005 54.830500000000008 1135.3321000000003 991.56000000000017 860.12500000000011 786.89439000000004 3 24.462700000000009 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 left_child=7 2 5 6 -5 -2 -3 10 -9 -10 11 12 27 -14 17 16 24 21 19 -19 -20 23 -23 -12 -16 26 -17 28 -1 -15 -29 right_child=1 3 -4 4 -6 -7 -8 8 9 -11 14 -13 13 29 15 25 -18 18 20 -21 -22 22 -24 -25 -26 -27 -28 30 -30 -31 -32 leaf_value=0.023452507966613925 -0.53545196061664158 -0.81936274632811545 12.855354301452637 -1.5598914807637534 7.6393418121337895 6.3016085119247442 -7.2075061876877502 0.82794316365168641 -4.4455905427932736 -1.411202730178833 -0.0033281107674268022 3.40110971524948 10.102449872758653 -0.50560819980260496 0.40597783193588255 -1.2988670539417688 4.8951084352576215 4.6119076011550257 -0.54715931820450348 -1.2175020626097015 1.8729595074286829 -1.4180911361729656 6.2154556326866146 -0.32480610768350249 -2.0488661169122766 0.12535819567166842 -3.2470703740022624 -0.95107476142586256 3.7062128517844464 0.40869907221953633 0.459540189743042 leaf_weight=50485 45 32 20 30 20 20 23 39 20 30 309689 41 27 138 50 136 23 71 384 33 104 27 20 1249 27 26 49 122 22 274 20 leaf_count=50485 45 32 20 30 20 20 23 39 20 30 309689 41 27 138 50 136 23 71 384 33 104 27 20 1249 27 26 49 122 22 274 20 internal_value=0 1.43706 4.22405 -0.819068 2.1198 1.56826 -3.49077 0.000495363 -1.11189 -2.62496 0.000768083 0.0315248 0.0288268 0.715277 -0.00427486 -0.819698 0.705155 -0.00346109 0.459369 2.51989 -0.0307658 -0.00434214 1.83023 -0.00461945 -0.454812 -1.50449 -1.81488 0.022877 0.0250567 0.100098 -0.752397 internal_weight=0 190 85 105 50 65 55 363106 89 50 363017 51129 51088 439 311888 311 100 311577 592 104 488 310985 47 310938 77 211 185 50649 50507 412 142 internal_count=363296 190 85 105 50 65 55 363106 89 50 363017 51129 51088 439 311888 311 100 311577 592 104 488 310985 47 310938 77 211 185 50649 50507 412 142 cat_boundaries=0 7 8 9 10 cat_threshold=2155872260 134218756 596 106168849 8390801 2487230660 128 2089 2050 141 is_linear=0 shrinkage=0.01 Tree=924 num_leaves=31 num_cat=1 split_feature=1 5 0 5 11 2 2 4 7 0 1 0 2 7 7 26 1 25 19 13 4 1 14 16 2 0 5 26 13 1 split_gain=3.84104e+06 1.17091e+07 1.34836e+07 8.0803e+06 9.95302e+06 5.41677e+06 2.06186e+06 6.02066e+06 2.15455e+06 2.90749e+06 1.00178e+06 742107 6.31585e+06 7.20207e+06 1.83387e+06 609649 533821 3.84575e+06 4.15639e+06 2.31861e+06 1.15337e+06 5.2439e+06 1.02598e+06 747404 1.09088e+06 787046 540456 492286 317751 165633 threshold=2781.5828000000006 190.35649999999995 1884.2950000000003 2871.8940000000007 2105.5980000000004 1468.575 2682.0900000000006 1888.1190000000004 302.8318000000001 635.46050000000014 144.83500000000001 2778.6210000000005 26.254000000000001 9.3785000000000025 826.12250000000006 2022.5000000000002 1461.4925000000003 0 165.69600000000005 10.878750000000002 2693.9010000000007 469.40400000000005 8.9787000000000017 1356.4225000000004 873.09500000000014 1117.6621800000003 470.72165250000006 2022.5000000000002 10.503750000000002 962.58510000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 15 5 -5 -3 11 8 9 10 -8 16 27 -14 -15 -2 20 22 19 -19 23 28 26 25 -25 -1 -18 -13 -22 -10 right_child=1 3 -4 4 -6 -7 7 -9 29 -11 -12 12 13 14 -16 -17 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0005637245205734597 2.6017564109655531 -0.59103384915987656 10.019294803760671 -1.5442927153905235 7.562948348999023 -6.8936525135040281 0.49884603691101076 -5.6560907882690437 -1.5131387109756469 3.9878053693771363 -2.242199112892151 -2.5468435525894164 6.9435150612317607 -1.9313004021644593 2.1687587555249532 0.5402143414318562 -2.244751945535342 0.36653301894050289 4.6868156661987301 -2.3967499581972755 -0.79108209121227269 5.6361419238783421 -0.69268508798935846 -0.28690104190836246 -2.2536269095449737 0.35802390041261478 -4.2013385717868807 -0.65222286552346009 0.7526583499908448 -2.8001248703002934 leaf_weight=361559 26 30 27 30 20 25 40 25 20 20 20 32 26 20 24 32 48 194 20 36 40 20 34 194 33 617 20 24 20 20 leaf_count=361559 26 30 27 30 20 25 40 25 20 20 20 32 26 20 24 32 48 194 20 36 40 20 34 194 33 617 20 24 20 20 internal_value=0 1.42269 4.18181 -0.810878 2.0986 -3.45586 0.000490383 -1.19173 -0.261661 0.685825 -0.414836 0.000966667 0.76828 2.77079 0.305096 1.46435 0.000700206 -0.388538 0.302157 -0.0659808 0.00107819 1.20166 -1.92255 0.000813161 -0.572813 0.00117269 -2.82022 -1.73486 -0.276502 -2.15663 internal_weight=0 190 85 105 50 55 363106 145 120 80 60 362961 126 70 44 58 362835 352 250 230 362483 80 102 362403 227 362176 68 56 60 40 internal_count=363296 190 85 105 50 55 363106 145 120 80 60 362961 126 70 44 58 362835 352 250 230 362483 80 102 362403 227 362176 68 56 60 40 cat_boundaries=0 1 cat_threshold=1081344 is_linear=0 shrinkage=0.01 Tree=925 num_leaves=30 num_cat=1 split_feature=13 19 2 3 7 10 1 0 1 18 2 0 10 6 1 6 24 0 8 3 2 5 5 10 2 13 10 5 17 split_gain=3.29699e+06 5.83771e+06 1.30079e+07 2.21943e+06 1.59785e+07 6.77441e+07 1.26815e+07 5.19383e+06 1.22152e+06 939120 3.37672e+06 4.04246e+06 2.39266e+06 1.67749e+06 868469 673517 1.89318e+06 6.92366e+06 3.50876e+06 1.53826e+06 1.4365e+06 1.0999e+06 733829 1.92588e+06 2.8351e+06 1.61257e+06 768153 632261 372329 threshold=3214.9168000000004 25.602500000000003 1271.7445000000002 2725.8677800000005 149.17670000000001 26.254000000000001 1892.2623000000001 992.19979999999998 195.43457000000004 1022.0625000000001 440.27500000000003 635.46050000000014 460.16525000000007 1136.6981000000003 164.83000000000007 1937.6795000000002 0 286.09000000000009 912.87025000000017 1282.3492500000004 0.76250000000000007 923.46450000000016 1146.4585000000004 1159.6875000000002 1271.7445000000002 346.47815000000008 3056.7500000000005 553.36150000000009 2.2205000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 9 6 -6 8 -7 -5 15 11 14 -12 -14 28 22 17 20 -19 21 -17 -18 26 24 -24 -25 27 -1 -11 right_child=1 -3 -4 4 5 7 -8 -9 -10 10 12 -13 13 -15 -16 16 19 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 leaf_value=-0.0016426297791085152 -0.31001911511788005 2.2668421086021091 -10.229335899353028 -0.4528232192993164 17.97178053855896 1.5407359444011344 -8.1763207344386881 -4.9027184045725862 2.5868709297180175 0.41748249814834126 -5.1616785049438478 4.3501736946105956 0.26883557719569051 -3.2955258340420932 -1.8214469993114473 0.47312232410762373 -0.42361669547417585 7.3040742293648098 1.6504123460678828 -2.6441302402814229 -2.795845798254013 2.1487491208856757 -0.26001213732903061 3.6992591474056247 -2.462708424098456 0.10072288195292155 -1.4823969628470286 0.22418971405870661 -0.53273558064585647 leaf_weight=360478 39 23 20 39 25 22 23 29 20 81 22 20 31 23 34 41 68 23 21 24 20 22 457 20 67 33 35 1244 84 leaf_count=360478 39 23 20 39 25 22 23 29 20 81 22 20 31 23 34 41 68 23 21 24 20 22 457 20 67 33 35 1244 84 internal_value=0 -2.00659 -3.6725 -0.00118551 1.18376 4.487 -1.87778 -2.12319 0.577582 -0.00170148 -0.565693 0.0645688 -2.38184 -1.24932 -0.366145 -0.00124258 0.553155 1.44464 4.60574 -0.362843 -0.598671 0.205184 -0.00157767 -0.357917 -0.541655 1.45866 -0.00100931 -0.000865969 -0.0662649 internal_weight=0 82 59 363006 158 76 82 51 59 362848 295 219 76 54 199 362553 219 105 44 114 61 90 362334 577 524 53 361757 361722 165 internal_count=363088 82 59 363006 158 76 82 51 59 362848 295 219 76 54 199 362553 219 105 44 114 61 90 362334 577 524 53 361757 361722 165 cat_boundaries=0 1 cat_threshold=3362 is_linear=0 shrinkage=0.01 Tree=926 num_leaves=25 num_cat=0 split_feature=13 19 2 4 10 3 12 1 2 3 3 4 2 8 1 8 1 22 0 1 0 15 26 3 split_gain=3.23138e+06 5.72154e+06 1.2749e+07 2.21005e+06 1.7736e+07 4.15422e+07 1.07487e+07 3.63999e+06 2.88857e+06 9.09664e+06 1.69698e+06 3.89407e+06 2.53653e+06 1.69216e+06 1.01782e+06 955902 402424 3.48899e+06 2.34321e+06 814059 2.17278e+06 688506 177077 127770 threshold=3214.9168000000004 25.602500000000003 1271.7445000000002 2693.9010000000007 25.210000000000004 2725.8677800000005 608.55210000000022 733.85806350000018 2682.0900000000006 1890.7105500000002 2725.8677800000005 974.87180000000001 300.34390000000008 25.728847500000004 585.22500000000014 613.57500000000016 1256.4300000000001 8.6752500000000019 2778.6210000000005 1098.6214000000002 804.19674500000008 933.03750000000002 2022.5000000000002 19.643625000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 8 5 7 -6 23 10 13 16 12 -12 14 22 -15 19 18 -18 21 -21 -1 -10 -5 right_child=1 -3 -4 4 6 -7 -8 -9 9 -11 11 -13 -14 15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.00093713767162193612 -0.30691890777685704 2.2441736826689347 -10.127042320251464 -1.817028493499756 -7.2953936326914821 16.400105874197823 0.78856064068643672 3.4819634566704436 0.50365950497713952 -6.5334727525711065 1.4639041063059932 4.3153450158437101 -2.3972824022505019 -3.2456572173890614 2.364854472233699 -0.35160764465332028 -0.55948266278161329 3.650085250897841 2.22400277197361 0.12688860640559399 2.9086275885445732 -0.42133038604163975 -0.76511713114651769 -0.7446799390316009 leaf_weight=361430 39 23 20 25 29 21 38 24 22 28 46 30 27 21 26 25 551 22 32 142 35 390 22 20 leaf_count=361430 39 23 20 25 29 21 38 24 22 28 46 30 27 21 26 25 551 22 32 142 35 390 22 20 internal_value=0 -1.98652 -3.63577 -0.00117365 1.18502 4.085 -2.71046 0.336925 -0.00168691 -1.41772 -0.00112472 1.28227 0.035794 -0.182887 0.796202 -1.6728 -0.00148927 -0.259182 -0.406701 -0.0010586 0.67695 -0.00139027 -0.130729 -1.34043 internal_weight=0 82 59 363006 157 90 67 69 362849 144 362705 103 73 116 70 46 362602 605 583 361997 177 361820 44 45 internal_count=363088 82 59 363006 157 90 67 69 362849 144 362705 103 73 116 70 46 362602 605 583 361997 177 361820 44 45 is_linear=0 shrinkage=0.01 Tree=927 num_leaves=26 num_cat=0 split_feature=14 19 0 4 10 7 2 9 2 3 26 4 3 3 14 7 1 26 9 4 4 9 14 9 0 split_gain=2.69695e+06 5.02763e+06 1.07689e+07 2.24275e+06 1.70106e+07 6.29014e+07 6.29315e+06 5.1306e+06 3.18107e+06 8.98033e+06 1.94728e+06 1.82136e+06 4.52613e+06 1.25238e+06 4.55718e+06 3.90625e+06 1.35141e+06 1.0836e+06 733702 1.01124e+06 1.71374e+06 890488 3.62725e+06 660476 497028 threshold=3182.0603000000006 151.25000000000003 267.54700000000008 2693.9010000000007 25.210000000000004 149.17670000000001 1107.4580000000003 1022.5259020000002 2682.0900000000006 1890.7105500000002 2022.5000000000002 1116.5450000000003 31.156500000000005 2725.8677800000005 7.2831999999999999 712.24900000000014 172.78275000000005 2022.5000000000002 1972.2770000000003 1116.5450000000003 275.01050000000004 1135.3321000000003 1182.8200000000004 395.07800000000003 1519.5755740000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 8 5 6 10 -6 13 11 -5 12 17 18 15 16 -15 -10 21 20 -20 23 -23 -1 -9 right_child=1 -3 -4 4 7 -7 -8 24 9 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 leaf_value=-0.00066897951260740888 -0.0064693813746975314 1.7058627620110145 -9.4183136644363401 3.2266317211389541 -5.8362479822976256 17.165391795085029 -5.6363226057182656 -1.4113365234136581 2.1926810271164467 -6.6871955758553963 -1.1333214957373483 2.1067661548614502 -3.6972763321134781 -0.34762967502369596 -2.4389782513512506 5.7868082220658019 2.9283162498474122 -0.61876627628619862 -1.1172663879662417 -2.4026764695984979 1.2772794941796197 0.23911509507554182 4.4351867437362671 -0.18984757555462925 0.79137617565336682 leaf_weight=360243 31 26 20 20 28 26 22 20 29 27 21 25 36 34 27 23 20 26 89 28 45 324 22 1855 21 leaf_count=360243 31 26 20 20 28 26 22 20 29 27 21 25 36 34 27 23 20 26 89 28 45 324 22 1855 21 internal_value=0 -1.87291 -3.69739 -0.00120887 1.18994 4.07903 -1.32169 -2.53656 -0.00172755 -1.49292 0.993485 -0.283905 -0.940683 -0.00113964 1.09607 2.33563 0.865684 0.863633 -0.00145433 -0.674284 -0.313128 -0.0011536 0.505917 -0.00163813 -0.283118 internal_weight=0 77 51 363011 158 89 63 69 362853 143 41 116 91 362710 104 77 54 55 362606 162 134 362444 346 362098 41 internal_count=363088 77 51 363011 158 89 63 69 362853 143 41 116 91 362710 104 77 54 55 362606 162 134 362444 346 362098 41 is_linear=0 shrinkage=0.01 Tree=928 num_leaves=25 num_cat=0 split_feature=13 0 4 12 14 2 1 2 1 8 26 1 0 5 26 10 4 11 5 5 12 8 26 9 split_gain=3.1368e+06 2.97576e+06 2.12168e+06 1.78199e+07 5.05219e+07 1.37287e+07 3.32137e+06 2.77151e+06 5.23053e+06 3.25609e+06 1.53178e+06 1.12742e+06 922079 832002 5.06804e+06 1.05079e+06 5.50277e+06 863850 487422 430509 1.38561e+06 738824 136660 16879.9 threshold=3214.9168000000004 1884.2950000000003 2693.9010000000007 85.709000000000017 54.390000000000001 2682.0900000000006 733.85806350000018 2682.0900000000006 2781.5828000000006 103.56378000000002 2022.5000000000002 585.22500000000014 531.22050000000013 2871.8940000000007 2022.5000000000002 3056.7500000000005 104.01000000000001 304.87800000000004 1016.9325000000002 1146.4585000000004 2107.0655000000002 1973.6620000000003 2022.5000000000002 265.57100000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 18 7 5 -5 6 22 13 9 10 11 -9 -11 15 -15 19 -17 -16 23 21 -21 -1 -4 -2 right_child=1 -3 3 4 -6 -7 -8 8 -10 12 -12 -13 -14 14 17 16 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.0013659526144319996 0.039056882262229919 -5.1032035810297183 -0.042725198268890381 17.479585373835132 -2.2060899901390076 -7.5611079846895652 3.6694642345993604 0.30591641616821291 -5.8767714396390049 -1.0649892811775208 -1.1671856886999947 3.3737330693783969 -3.9210099836496206 4.3719239465121564 0.19809976249030142 -1.3834308515276228 5.4843619251251221 -2.3963748677571615 -2.0783480896949769 -0.38601815526664951 2.2342154775347032 0.78017257725158018 -1.1098859225710234 -0.37179471874237058 leaf_weight=361914 20 22 20 22 32 26 27 25 22 20 28 23 26 29 33 28 20 21 20 518 21 121 30 20 leaf_count=361914 20 22 20 22 32 26 27 25 22 20 28 23 26 29 33 28 20 21 20 518 21 121 30 20 internal_value=0 -1.95722 -0.00114799 1.16109 5.814 -1.27829 0.843175 -0.00165087 -1.3887 -0.579373 0.691613 1.77591 -2.67926 -0.00110019 0.999991 -0.00132933 1.47815 -0.810863 -0.803695 -0.00152519 -0.283931 -0.00110475 -0.683022 -0.166369 internal_weight=0 82 363006 157 54 103 77 362849 144 122 76 48 46 362705 83 362622 48 54 60 362574 539 362035 50 40 internal_count=363088 82 363006 157 54 103 77 362849 144 122 76 48 46 362705 83 362622 48 54 60 362574 539 362035 50 40 is_linear=0 shrinkage=0.01 Tree=929 num_leaves=28 num_cat=0 split_feature=13 3 3 12 4 2 2 2 18 2 0 10 16 4 7 18 1 5 10 1 5 4 1 10 7 3 10 split_gain=3.07437e+06 3.01318e+06 2.10249e+06 1.90467e+07 4.53317e+07 2.70202e+07 3.92945e+06 1.19964e+06 906985 3.25831e+06 3.94733e+06 2.31877e+06 1.03293e+06 949613 858486 618958 1.13829e+06 515252 1.62282e+06 1.50215e+06 1.46117e+06 661478 3.29194e+06 1.14832e+06 509870 288614 178481 threshold=3214.9168000000004 2725.8677800000005 2725.8677800000005 41.583622500000004 1522.8167500000002 2682.0900000000006 1271.7445000000002 148.53650000000002 1022.0625000000001 440.27500000000003 635.46050000000014 460.16525000000007 1188.6000000000001 116.58780000000002 998.30500000000018 922.84650000000011 176.74091250000004 1146.4585000000004 1159.6875000000002 1098.6214000000002 1561.8224400000001 785.57750000000021 1098.6214000000002 3056.7500000000005 48.51442500000001 62.920000000000009 73.203000000000017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 8 5 -5 6 7 -4 15 10 13 -11 -13 24 26 17 -17 21 19 -19 -20 23 -23 -1 -10 -15 -2 right_child=1 -3 3 4 -6 -7 -8 -9 9 11 -12 12 -14 25 -16 16 -18 18 20 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=-0.0013888620532260349 -0.62132949471473697 -5.2047366137731634 1.9283779699152166 -2.7443661233653196 17.840889457702637 -9.515199766159057 5.5466047868274506 -0.7680126363580877 -0.30680285287610554 -5.076498775482178 4.298095699310303 0.012020707766215007 -2.7713196508089704 -0.82145975357429546 -2.4501910200573151 -0.044187814067391785 2.9623594341278081 -0.21807450727888925 3.2885431636463514 -1.5485706016822502 0.16595097338899653 0.047694737627616217 1.8320500120647953 -1.8392473237654741 1.0527551115883722 -2.423561368195907 0.71463947010040285 leaf_weight=360825 20 21 33 23 20 28 21 33 118 22 20 30 24 22 21 34 20 461 22 104 47 889 117 34 36 23 20 leaf_count=360825 20 21 33 23 20 28 21 33 118 22 20 30 24 22 21 34 20 461 22 104 47 889 117 34 36 23 20 internal_value=0 -1.93765 -0.00113651 1.15217 6.83017 -0.970912 1.77897 0.580183 -0.00163871 -0.555897 0.0632161 -2.33992 -1.22502 -0.3624 -0.812915 -0.00118772 1.06935 -0.00134719 -0.286177 -0.46298 1.16156 -0.000848162 0.255219 -0.00156202 0.0110159 -1.64031 0.046655 internal_weight=0 82 363006 158 43 115 87 66 362848 295 219 76 54 199 61 362553 54 362499 634 565 69 361865 1006 360859 154 45 40 internal_count=363088 82 363006 158 43 115 87 66 362848 295 219 76 54 199 61 362553 54 362499 634 565 69 361865 1006 360859 154 45 40 is_linear=0 shrinkage=0.01 Tree=930 num_leaves=36 num_cat=3 split_feature=2 16 3 0 1 1 26 4 1 0 1 0 25 2 5 1 1 7 5 2 16 4 16 3 0 10 3 25 11 1 11 25 9 2 1 split_gain=5.40112e+06 2.93249e+07 6.74536e+07 4.49377e+06 7.90161e+06 7.81983e+06 7.3344e+06 1.7925e+06 1.98844e+06 1.49878e+06 2.12857e+06 1.07697e+06 6.45297e+06 3.53131e+06 5.28544e+06 3.04256e+06 2.41843e+06 2.39949e+06 1.5829e+06 1.44531e+06 1.33769e+06 901114 580250 3.84422e+06 2.7523e+06 856284 700206 2.52863e+06 4.33834e+06 3.06215e+06 853370 2.27581e+06 829413 407587 293806 threshold=2682.0900000000006 85.19850000000001 2725.8677800000005 2778.6210000000005 1892.2623000000001 289.85000000000008 2022.5000000000002 298.86150000000004 1256.4300000000001 190.45082400000004 11.926500000000003 1275.1415000000002 0 210.00800000000001 524.39625000000012 555.56875000000014 733.85806350000018 998.30500000000018 553.36150000000009 967.39580000000012 10.668500000000002 309.63250000000005 1188.6000000000001 1118.1025000000002 804.19674500000008 397.30250000000007 991.56000000000017 1 78.270000000000024 1461.4925000000003 176.33882000000003 2 438.06825000000003 522.27250000000015 22.341000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 left_child=3 2 7 11 5 6 -5 9 -9 10 -2 22 13 21 15 -15 20 18 -18 -16 33 34 26 24 25 -24 30 28 -28 -29 32 -32 -1 -14 -13 right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12 12 16 14 19 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31 31 -33 -34 -35 -36 leaf_value=-0.00059638996032649846 2.2264779941852275 -6.1817789097836151 16.805507559930124 -5.3068564615249638 -6.2455911820934658 3.215477671752105 1.0619299181121769 -2.9229875036648343 0.91751346001258272 3.5132856958562679 -2.1128364048004151 -0.43189479660569574 -1.2641478093031682 1.2774264550209045 -2.3132315461531929 5.4268347346505461 -2.7407126756147906 -5.5147831858759346 0.43309006084095353 1.0186841502189636 1.4263093018531801 -2.2359806160304858 0.14788656704353564 4.0420140559585009 3.6297334127426151 -1.1998373978246342 2.2794827567699345 -0.39760239355053223 -1.6734794684154233 -3.2615505311489108 0.46388948365695093 -0.021962258789133576 -0.26274709417739256 0.061221518693146883 0.79072677612304687 leaf_weight=355864 26 38 31 40 31 37 33 28 26 22 20 57 165 30 23 43 55 23 22 30 24 23 165 27 20 66 86 560 41 40 1434 2906 1211 27 30 leaf_count=355864 26 38 31 40 31 37 33 28 26 22 20 57 165 30 23 43 55 23 22 30 24 23 165 27 20 66 86 560 41 40 1434 2906 1211 27 30 internal_value=0 1.68062 3.63338 -0.00143006 -1.78632 -0.529617 -2.42782 0.286358 -1.07386 1.36653 0.33982 -0.000736706 -0.442105 0.799631 1.97645 3.7216 -1.352 -2.68051 -1.83391 -0.427242 -0.799537 -0.47567 -6.44595e-05 0.456623 0.070943 -0.237177 -0.000415037 -0.310449 0.930094 -0.578884 0.000208608 0.139589 -0.00148546 -1.07777 -0.0103012 internal_weight=0 191 153 363113 141 110 73 122 54 68 46 362972 552 236 126 73 316 100 77 53 216 110 362420 278 251 231 362142 727 127 600 361415 4340 357075 192 87 internal_count=363304 191 153 363113 141 110 73 122 54 68 46 362972 552 236 126 73 316 100 77 53 216 110 362420 278 251 231 362142 727 127 600 361415 4340 357075 192 87 cat_boundaries=0 7 14 20 cat_threshold=2281734144 134479872 0 1073741824 0 0 128 1048576 64 64 0 0 0 132 204555936 33832 528385 4456448 12604672 16640 is_linear=0 shrinkage=0.01 Tree=931 num_leaves=24 num_cat=1 split_feature=2 16 4 6 1 10 4 1 2 2 19 17 6 15 18 2 1 25 1 6 10 6 15 split_gain=5.29364e+06 2.87413e+07 5.16977e+07 7.25779e+06 6.33711e+06 4.47828e+06 1.77995e+06 3.78267e+06 2.35174e+06 2.34389e+06 747472 1.28901e+06 1.28419e+06 590565 2.95642e+06 1.12873e+06 597067 4.87627e+06 507631 490328 299155 173489 23571.4 threshold=2682.0900000000006 85.19850000000001 2693.9010000000007 118.65100000000002 733.85806350000018 543.00900000000013 2693.9010000000007 2781.5828000000006 1271.7445000000002 193.49000000000004 1916.2125000000003 3600.16113 463.20250000000004 1947.7010000000002 306.66184900000007 422.31750000000005 1256.4300000000001 0 53.904000000000003 1937.6795000000002 16.215000000000003 22.332262500000002 16.591869500000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=6 2 3 4 18 -5 10 8 9 20 11 13 21 16 15 -15 19 -18 -2 -1 -8 22 -12 right_child=1 -3 -4 5 -6 -7 7 -9 -10 -11 12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=-0.00085104785555112535 1.3994806712014336 -6.1199610564583224 14.900400955677032 -5.8518720190865654 6.8237437121073405 0.25705642427716935 -0.60073533516663769 -5.1769215507507331 2.4751416399262172 -3.694648851614732 -0.35507369339466094 2.3166683077812196 -2.9498019251616103 -0.88753801345825201 4.0034913678602742 1.8800001831054687 1.5721797732721297 -0.71714092843076016 -0.68645357799530038 0.56171097395496983 0.90353739738464356 0.56618701189756393 -0.80456266486644756 leaf_weight=362007 28 38 32 21 24 28 39 20 22 26 28 24 23 56 22 20 104 507 20 155 20 20 20 leaf_count=362007 28 38 32 21 24 28 39 20 22 26 28 24 23 56 22 20 104 507 20 155 20 20 20 internal_value=0 1.66382 3.59704 0.607723 2.62814 -2.36106 -0.00141564 -1.18507 -0.438932 -1.19316 -0.00100151 -0.00077427 -0.907198 -0.000927544 0.775252 -0.159238 -0.00113722 -0.313475 0.530341 -0.00061028 -0.0908124 -0.216317 -0.542361 internal_weight=0 191 153 121 72 49 363113 127 107 85 362986 362895 91 362871 98 76 362773 611 48 362162 59 68 48 internal_count=363304 191 153 121 72 49 363113 127 107 85 362986 362895 91 362871 98 76 362773 611 48 362162 59 68 48 cat_boundaries=0 7 cat_threshold=0 134217728 320 0 0 0 132 is_linear=0 shrinkage=0.01 Tree=932 num_leaves=32 num_cat=2 split_feature=3 16 4 0 1 1 4 26 9 1 4 4 20 25 24 3 6 3 14 3 0 5 5 11 4 10 26 1 3 11 4 split_gain=4.39711e+06 2.696e+07 3.72243e+07 3.31026e+06 2.46891e+06 1.24597e+07 5.19474e+06 2.60501e+06 2.45017e+06 1.76556e+06 1.264e+06 1.07913e+06 1.62578e+06 1.52182e+06 1.40376e+06 2.09649e+06 1.18154e+06 1.03395e+06 851028 9.89454e+06 1.10442e+06 2.13546e+06 934338 1.02381e+06 825013 812105 519796 513151 2.55196e+06 519057 248755 threshold=2725.8677800000005 85.19850000000001 2693.9010000000007 2778.6210000000005 555.56875000000014 48.966000000000001 152.02052500000002 2022.5000000000002 320.30100000000004 523.64669700000002 1888.1190000000004 1116.5450000000003 229.65500000000003 0 1 284.84010000000006 551.27100000000007 815.10500000000013 1182.8200000000004 1282.3492500000004 688.40820000000008 584.10300000000018 2871.8940000000007 16.243750000000002 1522.8167500000002 599.29360000000008 2022.5000000000002 2781.5828000000006 297.12438000000003 176.33882000000003 19.643625000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 8 11 5 7 -6 -5 9 26 -8 18 13 17 25 -16 -14 24 22 20 21 -20 27 30 -13 -15 -2 29 -29 -1 -24 right_child=1 -3 -4 4 6 -7 10 -9 -10 -11 -12 12 16 14 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 -32 leaf_value=-0.0016548185346185707 -0.96540559673309334 -6.4961777952945594 12.641152823953069 -4.4579400384085517 -7.2148402633666988 6.2497146070571175 0.55277766766755476 -0.12561698692000431 -2.0240964161908184 3.3680897471110023 -2.8846083660125732 -1.9794763854697899 -0.58482068135188181 -0.99203884718723079 -0.32493652515265409 1.2399604144927703 -3.5995728037907528 -2.7610007580957916 -0.17315017632489066 6.8349560588339102 -1.7375052636861801 2.3517810939550401 0.3926745776154778 -3.0900452938079832 0.34706260926382881 0.60623365842379062 1.1975017547607423 -0.32359116746829109 3.8796720943450933 0.10744098009924286 -1.1482587566375733 leaf_weight=357432 20 33 34 35 20 21 23 23 27 30 20 27 26 172 196 152 26 38 206 23 32 40 22 20 35 39 25 52 20 4415 20 leaf_count=357432 20 33 34 35 20 21 23 23 27 30 20 27 26 172 196 152 26 38 206 23 32 40 22 20 35 39 25 52 20 4415 20 internal_value=0 1.61211 3.57956 -0.00128505 -1.5278 -0.350292 -3.00437 -2.73995 0.559035 1.48896 -1.04601 -0.000687891 -0.38989 -0.255566 -0.0390178 0.348565 -2.0922 -1.32924 7.5942e-05 0.531582 0.0100796 0.237408 -0.000366024 -1.22786 -0.666108 -0.665102 0.23621 -0.000155743 0.843982 -0.000323709 -0.341103 internal_weight=0 169 136 363135 142 79 63 58 102 75 43 362993 711 659 559 348 52 100 362282 301 278 246 361981 62 62 211 45 361919 72 361847 42 internal_count=363304 169 136 363135 142 79 63 58 102 75 43 362993 711 659 559 348 52 100 362282 301 278 246 361981 62 62 211 45 361919 72 361847 42 cat_boundaries=0 4 5 cat_threshold=135266304 0 0 1073741824 658 is_linear=0 shrinkage=0.01 Tree=933 num_leaves=26 num_cat=0 split_feature=2 16 3 4 1 4 1 2 3 19 6 19 1 9 15 5 3 4 11 2 9 1 9 6 15 split_gain=5.14894e+06 2.79352e+07 6.47783e+07 1.77403e+06 1.89977e+06 1.76527e+06 3.73341e+06 2.30782e+06 2.52948e+06 729748 1.24798e+06 935634 3.03877e+06 1.30674e+06 1.8733e+06 464045 2.5194e+06 1.81153e+06 606868 1.35721e+06 862472 371862 214483 169173 23399.7 threshold=2682.0900000000006 85.19850000000001 2725.8677800000005 298.86150000000004 1256.4300000000001 2693.9010000000007 2781.5828000000006 1271.7445000000002 1282.3492500000004 1916.2125000000003 463.20250000000004 769.6472500000001 1256.4300000000001 1022.5259020000002 1020.6662500000001 1146.4585000000004 2725.8677800000005 680.56950000000018 176.33882000000003 1468.575 923.19600000000014 168.10617800000003 45.111320000000013 22.332262500000002 16.591869500000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 21 -5 9 7 8 22 11 23 15 13 14 -13 18 17 -17 20 -20 -1 -2 -7 24 -11 right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=-0.0016721369628693288 0.68440693303158417 -6.032930509667648 16.455118147942329 -2.8937430814334322 0.86015083973224349 -0.5881877005642111 -5.1459296913146977 2.4478429454023187 -4.1975723375592917 -0.35065629371574952 -2.9099675821221394 0.24237763102521601 4.3379415283203127 -1.5668156433105469 3.2039672867457076 -0.06785071070312608 3.0420320848985156 -1.3345703269599321 0.094642846176094961 1.5846221565431164 -0.47959327595259149 2.1737432435353599 0.66076295280456554 0.55741151165962222 -0.79850519084930427 leaf_weight=357206 38 38 31 28 26 44 20 22 21 28 23 194 20 33 24 423 22 154 4379 62 378 30 20 20 20 leaf_count=357206 38 38 31 28 26 44 20 22 21 28 23 194 20 33 24 423 22 154 4379 62 378 30 20 20 20 internal_value=0 1.64092 3.54685 0.266876 -1.08631 -0.00139261 -1.18016 -0.438892 -1.18605 -0.00098019 -0.896368 -0.000755661 0.586607 0.287695 0.568424 -0.00119461 -0.279299 -0.405935 -0.000734469 0.115444 -0.00217734 1.34147 -0.197891 -0.215298 -0.53726 internal_weight=0 191 153 122 54 363113 127 107 85 362986 91 362895 271 251 218 362624 599 577 362025 4441 357584 68 64 68 48 internal_count=363304 191 153 122 54 363113 127 107 85 362986 91 362895 271 251 218 362624 599 577 362025 4441 357584 68 64 68 48 is_linear=0 shrinkage=0.01 Tree=934 num_leaves=33 num_cat=2 split_feature=3 16 4 0 12 1 1 1 4 26 4 4 25 15 0 1 24 10 3 6 14 3 0 5 5 11 4 1 3 11 1 4 split_gain=4.17211e+06 2.60926e+07 3.61255e+07 3.22909e+06 2.45977e+06 3.11666e+06 2.41183e+06 1.22153e+07 5.12246e+06 2.55314e+06 1.23042e+06 1.043e+06 1.49677e+06 1.35039e+06 2.01577e+06 1.99033e+06 1.47583e+06 1.29812e+06 1.10396e+06 994576 836256 9.69584e+06 1.07754e+06 2.09802e+06 911360 1.0009e+06 631242 501593 2.49986e+06 500212 366790 243043 threshold=2725.8677800000005 85.19850000000001 2693.9010000000007 2778.6210000000005 10.541214000000002 523.64669700000002 555.56875000000014 48.966000000000001 152.02052500000002 2022.5000000000002 1888.1190000000004 1116.5450000000003 0 549.30000000000018 86.808500000000024 424.16250000000008 1 1330.1795 815.10500000000013 403.63375000000008 1182.8200000000004 1282.3492500000004 688.40820000000008 584.10300000000018 2871.8940000000007 16.243750000000002 1522.8167500000002 2781.5828000000006 297.12438000000003 176.33882000000003 1256.4300000000001 19.643625000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 11 5 -2 7 9 -8 -5 -10 20 18 14 15 -14 -16 19 26 -15 24 22 23 -22 27 31 -13 29 -29 -1 -20 -26 right_child=1 -3 -4 6 -6 -7 8 -9 10 -11 -12 12 13 17 16 -17 -18 -19 30 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31 -32 -33 leaf_value=-0.0016174475783847604 -0.39007918482241422 -6.4064607458403611 12.432716620950139 -4.4120269350324364 -2.5196121333894275 3.569731650761196 -7.1494142074584968 6.1898421505519323 0.55376179073167886 -0.12305494654437769 -2.8376661701202393 -1.8851472931248803 -0.28057415752008619 -0.48554283722587249 -0.29842753638462588 -3.0106806284586587 1.2513744301886498 0.57882839355468751 -1.9191924209594726 -3.1202240642748382 -0.17167980501084654 6.7667187483414368 -1.7154619795084001 2.3310220272541047 0.38942633390426634 -3.053895492553711 0.11682327005598281 -0.32116148846653791 3.8389758720397946 0.10547958432581242 -3.8343687533140183 -1.1337126893997194 leaf_weight=357432 46 33 34 35 21 35 20 21 23 23 20 28 243 23 100 30 148 25 20 38 206 23 32 40 22 20 36 52 20 4415 20 20 leaf_count=357432 46 33 34 35 21 35 20 21 23 23 20 28 243 23 100 30 148 25 20 38 206 23 32 40 22 20 36 52 20 4415 20 20 internal_value=0 1.57032 3.50586 -0.00125496 0.530246 1.32095 -1.50894 -0.345121 -2.96833 -2.71123 -1.02365 -0.000665167 -0.383298 -0.176459 0.0122652 -0.580586 0.66488 -1.34029 -1.43552 -2.12682 8.57723e-05 0.526959 0.0107196 0.235264 -0.000352341 -1.21266 -0.759039 -0.000144662 0.834432 -0.000310726 -2.87678 -0.335878 internal_weight=0 169 136 363135 102 81 142 79 63 58 43 362993 711 607 521 273 248 86 104 61 362282 301 278 246 361981 62 64 361919 72 361847 40 42 internal_count=363304 169 136 363135 102 81 142 79 63 58 43 362993 711 607 521 273 248 86 104 61 362282 301 278 246 361981 62 64 361919 72 361847 40 42 cat_boundaries=0 4 5 cat_threshold=135266304 0 0 1073741824 662 is_linear=0 shrinkage=0.01 Tree=935 num_leaves=31 num_cat=1 split_feature=3 10 7 12 5 1 0 13 2 3 26 14 3 1 8 2 9 13 3 13 5 2 25 9 9 10 1 5 2 17 split_gain=5.69131e+06 2.1464e+07 7.28288e+07 1.03032e+07 7.37965e+06 2.82115e+06 841723 4.02325e+06 1.69937e+06 5.44092e+06 1.33171e+06 741380 9.28216e+06 1.37162e+06 978406 1.22778e+06 756995 1.16673e+06 620791 2.44752e+06 925929 1.06499e+06 425007 3.52151e+06 1.51226e+07 895825 865422 737408 211910 139453 threshold=2725.8677800000005 148.74825000000001 149.17670000000001 1324.2200000000003 137.52250000000001 195.43457000000004 2778.6210000000005 23.508500000000002 11.905750000000003 119.71400000000001 2022.5000000000002 1182.8200000000004 1493.1141200000004 1.2296145000000001 1350.3896175000002 230.86370000000002 258.57750000000004 333.62835000000007 1890.7105500000002 145.99875000000003 252.1095 1107.4580000000003 0 395.07800000000003 438.06825000000003 3056.7500000000005 1892.2623000000001 1146.4585000000004 440.27500000000003 339.43500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=6 2 4 -3 5 -2 11 8 10 -10 -8 18 13 16 15 -15 17 -13 22 20 28 -22 23 26 -25 27 -1 -24 -20 -18 right_child=1 3 -4 -5 -6 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 29 -19 19 -21 21 -23 25 24 -26 -27 -28 -29 -30 -31 leaf_value=0.018160838032682439 0.094166079203287761 -5.9782771893036672 18.124371004433467 1.8167538261413574 -4.1764104424753494 4.9428306980133057 2.5490805664062499 -3.8932356423139574 -5.312864047527313 1.1609161047033363 -0.54848873962526745 0.52538737918365574 5.593681539297104 -1.5973215426445007 -2.5063584092947155 0.41515668869018557 -0.010987805366516112 3.1074413798536575 -0.40836288296899126 -3.3714943705664742 -0.24479016904477721 2.7997734832763674 -0.0038012362375964242 6.9618239525744787 0.33398850578427969 -1.7043777068199653 1.2404471826553345 -0.41867956661122108 -1.6543003902435303 -1.1777486914680118 leaf_weight=46123 30 39 29 30 31 20 35 32 20 37 23 105 32 50 26 77 20 21 43 27 27 20 315150 38 366 31 58 429 20 21 leaf_count=46123 30 39 29 30 31 20 35 32 20 37 23 105 32 50 26 77 20 21 43 27 27 20 315150 38 366 31 58 429 20 21 internal_value=0 1.78307 4.52563 -2.58913 -0.343051 2.03363 -0.000485661 -0.757036 0.115645 -1.11059 1.32073 -0.000179022 0.458531 -0.054984 -0.738983 -0.377158 0.571673 0.95573 -0.000624652 -0.673648 -0.0114498 1.05077 -0.000370081 0.027822 0.957399 -0.00453206 0.0196959 -0.00436522 -0.803899 -0.608597 internal_weight=0 179 110 69 81 50 362831 147 115 57 58 362684 352 320 153 127 167 126 362332 137 110 47 362195 46585 404 315610 46181 315579 63 41 internal_count=363010 179 110 69 81 50 362831 147 115 57 58 362684 352 320 153 127 167 126 362332 137 110 47 362195 46585 404 315610 46181 315579 63 41 cat_boundaries=0 7 cat_threshold=1082130432 135528480 1048720 38076976 167040 2147510358 194 is_linear=0 shrinkage=0.01 Tree=936 num_leaves=31 num_cat=2 split_feature=3 2 12 9 1 1 12 2 1 17 3 15 2 1 2 24 17 3 3 12 1 22 24 13 1 15 4 12 11 13 split_gain=5.57805e+06 1.93054e+07 4.32029e+07 4.2573e+06 1.3929e+06 753698 590179 1.32775e+06 1.91301e+06 961241 3.51444e+06 1.11545e+06 2.15508e+06 677877 634076 3.1736e+06 2.43282e+06 1.97322e+06 982490 808436 654176 5.7008e+06 2.72619e+06 601523 1.69393e+06 599445 425074 336657 200234 123809 threshold=2725.8677800000005 2682.0900000000006 85.709000000000017 487.08190000000008 962.58510000000012 57.852000000000011 2107.0655000000002 784.03650000000005 402.26250000000005 1381.0875000000003 1282.3492500000004 489.64450000000005 11.615600000000002 52.807500000000005 1827.1555000000001 0 208.77150000000003 1118.1025000000002 138.47650000000002 99.210313500000026 1098.6214000000002 8.6752500000000019 1 1063.1169900000002 384.69825000000009 1305.4625000000003 1292.0010000000002 584.10300000000018 17.816616500000006 13.805400000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=6 3 -3 4 5 -2 9 8 13 14 11 12 28 29 20 17 19 18 -16 -17 23 22 -22 25 -25 -1 -9 -13 -11 -8 right_child=1 2 -4 -5 -6 -7 7 26 -10 10 -12 27 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00096219414447849014 0.81683726775340548 -0.73253023783365889 17.968736479622979 -3.0627550095778249 2.6539328886667888 -1.5708498058319091 0.19360906849304838 -1.0592655399867466 2.6035751204057176 -0.39374358213444555 4.5696826616923021 -0.19243917490754808 2.9004847223618451 -2.2649112428937639 -2.1201364369619462 0.26709444031234858 3.5318080347234555 -4.0376277427673344 0.05600220924470483 -1.8486535263061523 -0.64260080230952155 5.3075916810469197 0.59059875048469379 0.77309481230855892 -1.1290986633300781 -0.62499427391530638 -3.0270852528447687 -1.7726866692763108 0.76163299417495722 -0.70219661694985847 leaf_weight=360958 39 30 21 39 30 20 36 21 22 60 21 28 34 21 42 129 22 30 41 21 273 22 481 262 57 154 23 26 20 27 leaf_count=360958 39 30 21 39 30 20 36 21 22 60 21 28 34 21 42 129 22 30 41 21 273 22 481 262 57 154 23 26 20 27 internal_value=0 1.76524 6.96799 -0.307733 0.899524 0.00745182 -0.000480804 -0.627609 -0.0214516 -0.000221432 0.71275 0.230633 0.791443 -0.708959 -0.000593168 -0.472089 0.40293 -1.69007 -1.04518 -0.0291103 -0.000222176 0.289813 0.143406 -0.000844888 0.433204 -0.00122832 -2.0879 -0.953299 -0.104899 -0.190308 internal_weight=0 179 51 128 89 59 362831 150 106 362681 189 168 114 84 362492 285 172 113 83 150 362207 776 754 361431 319 361112 44 54 80 63 internal_count=363010 179 51 128 89 59 362831 150 106 362681 189 168 114 84 362492 285 172 113 83 150 362207 776 754 361431 319 361112 44 54 80 63 cat_boundaries=0 1 2 cat_threshold=564 3144 is_linear=0 shrinkage=0.01 Tree=937 num_leaves=29 num_cat=0 split_feature=3 10 7 12 5 1 12 2 1 17 3 15 2 1 2 17 15 1 1 22 3 13 1 15 10 14 11 13 split_gain=5.46705e+06 2.11539e+07 7.12488e+07 9.88055e+06 7.22927e+06 2.75616e+06 578435 1.30166e+06 2.00178e+06 942112 3.4445e+06 1.09326e+06 2.1122e+06 664387 621458 2.69623e+06 2.72495e+06 1.48742e+06 641128 5.58737e+06 2.72168e+06 589553 1.66022e+06 587516 520944 384060 196250 121346 threshold=2725.8677800000005 148.74825000000001 149.17670000000001 1324.2200000000003 137.52250000000001 195.43457000000004 2107.0655000000002 723.85250000000008 402.26250000000005 1381.0875000000003 1282.3492500000004 489.64450000000005 11.615600000000002 52.807500000000005 1827.1555000000001 263.00500000000005 173.96175000000002 962.58510000000012 1098.6214000000002 8.6752500000000019 85.427800000000005 1063.1169900000002 384.69825000000009 1305.4625000000003 633.4305250000001 628.97726050000017 17.816616500000006 13.805400000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 4 -3 5 -2 9 8 13 14 11 12 26 27 18 16 17 -16 21 20 -20 23 -23 -1 -13 -9 -11 -8 right_child=1 3 -4 -5 -6 -7 7 25 -10 10 -12 24 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 leaf_value=-0.00095257221144329446 0.09003007253011068 -5.9118204119266613 17.920688926433694 1.72165394337972 -4.1394178636612429 4.8825213642120362 0.19167297836807037 -2.9888833522796632 2.749997684842064 -0.38980614580710732 4.5239860888889858 -0.19045524414847881 2.8714799019869632 -2.2422621229716713 0.096795524336536473 2.7401624393463133 -4.1301150079206987 -1.5857081129612067 -0.43385954129483562 5.2545157510584053 0.76883178051984213 0.76536389113837533 -1.1178076653731497 -0.6187443306742163 -2.2243945055007934 -1.1407615504057511 0.75401670026779177 -0.69517464531792539 leaf_weight=360958 30 39 29 30 31 20 36 22 21 60 21 34 34 21 161 24 22 78 393 22 361 262 57 154 20 23 20 27 leaf_count=360958 30 39 29 30 31 20 36 22 21 60 21 34 34 21 161 24 22 78 393 22 361 262 57 154 20 23 20 27 internal_value=0 1.74759 4.47027 -2.59292 -0.345316 2.00703 -0.00047601 -0.621333 -0.0114956 -0.000219232 0.705622 0.228327 0.783529 -0.701869 -0.000587251 -0.467368 -0.762313 -0.452306 -0.000219968 0.286908 0.141965 -0.000836439 0.428872 -0.00121604 -0.943766 -2.04429 -0.10385 -0.188405 internal_weight=0 179 110 69 81 50 362831 150 105 362681 189 168 114 84 362492 285 261 239 362207 776 754 361431 319 361112 54 45 80 63 internal_count=363010 179 110 69 81 50 362831 150 105 362681 189 168 114 84 362492 285 261 239 362207 776 754 361431 319 361112 54 45 80 63 is_linear=0 shrinkage=0.01 Tree=938 num_leaves=38 num_cat=3 split_feature=3 10 7 5 4 2 2 24 17 3 3 9 4 5 6 2 2 24 9 13 3 8 3 4 5 5 14 2 3 8 25 9 4 15 2 2 13 split_gain=5.35825e+06 2.07838e+07 8.30426e+07 6.50136e+06 5.05008e+06 1.78976e+06 510101 3.50922e+06 2.2587e+06 954583 1.44269e+06 1.0614e+06 871948 1.7637e+06 1.02568e+06 551293 510849 3.61236e+06 3.57692e+06 3.47239e+06 3.34906e+06 2.41509e+06 1.29296e+06 1.23742e+06 1.33834e+06 910243 499908 5.47968e+06 1.29575e+06 1.88323e+06 431765 2.4394e+06 829754 345800 317814 222844 81125.7 threshold=2725.8677800000005 9.475500000000002 149.17670000000001 137.52250000000001 1522.8167500000002 104.01000000000001 1827.1555000000001 0 263.00500000000005 1118.1025000000002 138.47650000000002 81.676000000000016 140.94445500000003 288.75836000000004 1529.30718 2682.0900000000006 873.09500000000014 1 613.5367500000001 515.09000000000003 888.08100000000013 658.8995000000001 1493.1141200000004 974.87180000000001 622.44110000000012 1146.4585000000004 1929.7000000000003 267.68250000000006 1890.7105500000002 147.54559750000001 2 395.07800000000003 1116.5450000000003 933.03750000000002 1271.7445000000002 251.15409550000004 430.86300000000011 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=6 2 3 5 -3 -2 16 9 12 10 -8 -12 15 -14 -15 -9 26 18 19 20 -18 -20 23 25 -25 -19 28 33 30 35 31 -1 -32 36 -24 -30 -28 right_child=1 4 -4 -5 -6 -7 7 8 -10 -11 11 -13 13 14 -16 -17 17 22 21 -21 -22 -23 34 24 -26 -27 27 -29 29 -31 32 -33 -34 -35 -36 -37 -38 leaf_value=0.024364403829090484 -0.369569240916859 0.40270752128801846 20.117328651134784 -4.3102510465424642 -4.7196543160462987 3.5412274688720702 -2.460035716837103 -0.19123801738023757 2.8710662627942636 -3.0761646531757556 1.8021465213298797 -1.3170632036526999 -3.2114899626232329 -0.76737280777522499 1.9393407294863747 1.5601634560561763 0.54560533706414494 -0.19206144796686592 5.4049468728474208 -3.1462113728730579 4.4665104409058891 1.4390297684949989 -1.074451780319214 -0.82814220255071458 2.2165031560262047 -1.9414057160913945 -0.23195937063635849 5.4044286308288578 -0.56837538586106418 -3.0969771755102911 -0.0036414286885950338 0.86459405980684012 -0.46458369122546578 -1.3365277470482722 -2.8358334722973053 0.68836784726097477 0.54489067608118058 leaf_weight=34764 22 38 26 29 39 25 44 32 33 38 20 24 21 42 21 41 236 422 28 23 24 34 20 22 42 32 41 20 43 33 325902 349 391 27 21 21 20 leaf_count=34764 22 38 26 29 39 25 44 32 33 38 20 24 21 42 21 41 236 422 28 23 24 34 20 22 42 32 41 20 43 33 325902 349 391 27 21 21 20 internal_value=0 1.73011 4.69072 -0.586804 -2.19174 1.71064 -0.00047125 -0.402073 0.468237 -1.62281 -1.17964 0.100759 -0.00699176 -0.701724 0.134865 0.792426 -0.000121179 0.2373 1.02496 0.578079 0.907535 3.23009 -0.262465 -0.131855 1.16991 -0.315363 -0.000714714 0.679535 -0.000917941 -1.15654 -0.000607775 0.0327064 -0.00419365 -0.394304 -1.97662 -0.156007 0.0227456 internal_weight=0 179 102 76 77 47 362831 316 190 126 88 44 157 84 63 73 362515 904 345 283 260 62 559 518 64 454 361611 108 361503 97 361406 35113 326293 88 41 64 61 internal_count=363010 179 102 76 77 47 362831 316 190 126 88 44 157 84 63 73 362515 904 345 283 260 62 559 518 64 454 361611 108 361503 97 361406 35113 326293 88 41 64 61 cat_boundaries=0 1 2 9 cat_threshold=564 2098 1083179012 135594016 1048704 37814832 167424 2147510358 66 is_linear=0 shrinkage=0.01 Tree=939 num_leaves=33 num_cat=3 split_feature=3 10 7 12 4 5 2 12 2 1 17 3 4 1 2 24 17 3 3 12 1 25 26 1 13 2 24 4 7 9 9 13 split_gain=5.25162e+06 2.03702e+07 8.139e+07 7.51202e+06 1.45356e+07 6.37198e+06 1.75415e+06 563200 1.27562e+06 1.83575e+06 915894 3.35996e+06 775928 650824 596034 3.04274e+06 2.31565e+06 1.89324e+06 946705 784515 626299 1.37172e+07 1.26336e+07 5.28562e+06 577012 1.64563e+06 451900 412145 387251 699928 293521 117718 threshold=2725.8677800000005 9.475500000000002 149.17670000000001 1324.2200000000003 862.3225000000001 137.52250000000001 104.01000000000001 2107.0655000000002 784.03650000000005 402.26250000000005 1381.0875000000003 1282.3492500000004 629.95226050000008 52.807500000000005 1827.1555000000001 0 208.77150000000003 1118.1025000000002 138.47650000000002 99.210313500000026 1098.6214000000002 1 2022.5000000000002 2781.5828000000006 1063.1169900000002 873.09500000000014 2 1292.0010000000002 149.17670000000001 28.265500000000003 265.57100000000008 13.805400000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 left_child=7 2 5 4 -3 6 -2 10 9 13 14 12 28 31 20 17 19 18 -16 -17 24 22 -22 -23 26 -26 -1 -10 29 -12 -30 -9 right_child=1 3 -4 -5 -6 -7 -8 8 27 -11 11 -13 -14 -15 15 16 -18 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 30 -31 -32 -33 leaf_value=-0.03830831817074408 -0.36587352059104228 1.0155598246532938 19.91615447998047 1.7396815439860027 -10.109346582094828 -4.2671486821667903 3.5058151290893558 0.19011334975560507 -1.031561106273106 2.5525237811695445 -0.18861791058325431 4.4669533048357284 1.7439769172668458 -2.2170246252559482 -2.0735284314836777 0.26928220442099166 3.4516045171564276 -3.9495027516682946 0.062611969738471801 -1.8149290974934897 6.8374133158538299 0.036959229380200118 0.20621684006282262 -2.7047135359570382 0.21033293120283314 2.8354000913179842 0.0021711368763850901 -2.9692220969822096 0.098789985656738286 1.8527804990248249 -1.4995583633140281 -0.68337607330746131 leaf_weight=30075 22 23 26 30 24 29 25 36 21 22 71 21 28 21 42 129 22 30 41 21 59 581 56 80 293 26 331037 23 20 22 27 27 leaf_count=30075 22 23 26 30 24 29 25 36 21 22 71 21 28 21 42 129 22 30 41 21 59 581 56 80 293 26 331037 23 20 22 27 27 internal_value=0 1.71281 4.64381 -2.16982 -4.66524 -0.580936 1.69354 -0.000466537 -0.613093 -0.0189535 -0.000213163 0.695738 0.224336 -0.692436 -0.000576026 -0.457709 0.398677 -1.65046 -1.01833 -0.0225074 -0.000216334 0.283572 3.31964 -0.290468 -0.000825633 0.424288 -0.00120117 -2.04443 -0.0795927 0.294294 -0.81941 -0.184239 internal_weight=0 179 102 77 47 76 47 362831 150 106 362681 189 168 84 362492 285 172 113 83 150 362207 776 115 661 361431 319 361112 44 140 93 47 63 internal_count=363010 179 102 77 47 76 47 362831 150 106 362681 189 168 84 362492 285 172 113 83 150 362207 776 115 661 361431 319 361112 44 140 93 47 63 cat_boundaries=0 1 8 9 cat_threshold=564 1049088 64 80 0 0 0 4 128 is_linear=0 shrinkage=0.01 Tree=940 num_leaves=24 num_cat=0 split_feature=8 13 6 12 2 1 7 2 2 26 0 5 7 4 2 12 16 1 1 7 8 4 4 split_gain=3.12463e+06 1.13065e+07 1.50492e+07 3.07258e+06 7.29842e+06 3.607e+06 1.34857e+07 5.14452e+07 1.33421e+07 1.75884e+06 967127 889536 3.60774e+06 993959 3.69107e+06 1.62532e+06 844313 3.98589e+06 956951 407635 107113 103051 56683.1 threshold=2971.7767500000004 2172.3225000000007 1937.6795000000002 3113.0710000000004 549.23035000000016 2781.5828000000006 135.58212499999999 1468.575 1827.1555000000001 2022.5000000000002 992.19979999999998 2871.8940000000007 519.7600000000001 1522.8167500000002 2682.0900000000006 28.875177000000004 1188.6000000000001 1256.4300000000001 1256.4300000000001 659.5150000000001 15.579750000000002 33.890000000000008 116.58780000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 19 5 20 11 8 -8 9 10 -7 13 22 16 15 -15 18 -18 -1 21 -5 -2 -13 right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=-0.00089861277758042173 -0.67712301588058466 4.2479726615318887 -9.8584030044555657 -0.31516798192262646 -7.1962147462368016 1.588212095896403 -2.2182951097777397 17.80347838810512 -6.0900843995617278 -0.16637750752766928 4.5267596017746703 -0.091468192040920257 4.1922716232299804 0.23260789091012588 -4.4906184521588415 -1.1899254575083333 0.16780920141273076 4.4549261275927226 -0.45483765338473425 -1.697309665064658 0.71978414487838749 0.33801717281341553 -0.75938809783370409 leaf_weight=361344 20 26 25 20 20 24 33 21 31 30 21 24 25 228 22 124 225 24 465 31 20 20 27 leaf_count=361344 20 26 25 20 20 24 33 21 31 30 21 24 25 228 22 124 225 24 465 31 20 20 27 internal_value=0 -1.60173 -3.18603 -0.00109862 -2.26387 -0.000724271 1.5004 5.56795 -0.571744 1.70917 2.95953 -0.00138682 1.08037 -0.00161366 -0.516871 -0.268512 -0.00108141 0.581025 -0.00148202 -0.836602 0.202308 -0.169553 -0.445073 internal_weight=0 122 96 362728 60 362668 160 54 106 75 45 362508 76 362432 374 352 362058 249 361809 71 40 40 51 internal_count=362850 122 96 362728 60 362668 160 54 106 75 45 362508 76 362432 374 352 362058 249 361809 71 40 40 51 is_linear=0 shrinkage=0.01 Tree=941 num_leaves=24 num_cat=0 split_feature=8 14 3 12 2 5 7 0 13 3 5 2 3 10 5 0 11 26 8 0 4 8 26 split_gain=3.06245e+06 1.1335e+07 1.49165e+07 3.01143e+06 7.15318e+06 2.33525e+06 1.09335e+07 1.722e+06 8.4585e+06 6.8535e+06 5.70844e+06 3.51092e+06 1.66076e+06 2.16719e+06 1.8705e+06 1.34152e+06 560084 391570 1.60512e+06 882624 205638 104981 84476 threshold=2971.7767500000004 1352.1000000000001 2725.8677800000005 3113.0710000000004 549.23035000000016 2871.8940000000007 519.7600000000001 2778.6210000000005 262.20660000000004 358.01332900000006 670.57570000000021 26.254000000000001 2725.8677800000005 137.52250000000001 7.2786000000000008 688.40820000000008 304.87800000000004 2022.5000000000002 1973.6620000000003 747.41500000000008 9.1375000000000011 15.579750000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 16 5 21 7 15 12 9 11 -11 -9 17 14 -14 20 22 18 -1 -19 -7 -5 -2 right_child=1 -3 -4 4 -6 6 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 leaf_value=0.0087617696564868813 -0.87780508114741396 3.8727718899167813 -10.482485224116934 -0.31201628845930102 -7.1242527536153801 -0.81131495440006263 5.6784843195401713 0.16224048927182058 6.3793117609977719 -7.1844643325805668 0.28047197432745075 4.2951783598622972 -0.9374153356552124 0.63197263271380688 -4.3073710959298266 -3.1859644508361815 -2.4289740535191124 -0.010227269072547306 2.1504796017238075 -0.36202277839683289 0.56164410511652629 0.71258630084991459 -0.055071256160736083 leaf_weight=180909 26 29 22 20 20 20 39 61 25 20 21 31 40 39 28 20 21 180640 35 716 24 20 24 leaf_count=180909 26 29 22 20 20 20 39 61 25 20 21 31 40 39 28 20 21 180640 35 716 24 20 24 internal_value=0 -1.58572 -3.28783 -0.00108764 -2.24123 -0.000717028 1.5048 -0.00114473 1.0426 0.0394573 -3.36096 1.55486 -0.00159977 -1.24725 -2.32504 -1.03853 -1.05849 -0.00123189 0.00917604 -0.0116162 -0.0624282 0.200285 -0.482893 internal_weight=0 122 93 362728 60 362668 103 362565 158 133 41 92 362407 107 68 64 71 362300 180944 181356 44 40 50 internal_count=362850 122 93 362728 60 362668 103 362565 158 133 41 92 362407 107 68 64 71 362300 180944 181356 44 40 50 is_linear=0 shrinkage=0.01 Tree=942 num_leaves=24 num_cat=0 split_feature=8 14 3 12 7 1 7 10 3 4 3 4 10 0 0 15 18 1 11 17 1 8 26 split_gain=3.00151e+06 1.11094e+07 1.46197e+07 2.95151e+06 5.0433e+06 3.52473e+06 1.31162e+07 3.30032e+07 1.33856e+07 3.67458e+06 972196 4.35782e+06 4.06473e+06 1.28447e+06 570257 566185 2.007e+06 1.4466e+06 548938 479343 617519 158795 82794.9 threshold=2971.7767500000004 1352.1000000000001 2725.8677800000005 3113.0710000000004 1131.6606400000003 2781.5828000000006 135.58212499999999 148.74825000000001 1118.1025000000002 14.450258500000002 2725.8677800000005 1522.8167500000002 137.52250000000001 5.882454000000001 392.93750000000006 1947.7010000000002 1128.2175000000002 494.77402000000006 304.87800000000004 3600.16113 962.58510000000012 0.73117700000000008 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 18 5 21 10 8 -8 9 14 15 12 13 -12 -7 19 17 -17 22 20 -1 -5 -2 right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.00073258335521312647 -0.86902702643321106 3.8340442632806715 -10.377660447900947 -0.79882258331775657 -6.3189378309249875 2.179078484870292 14.570715081588082 -1.2392284962438769 -6.3508041381835936 -2.0674645059108734 0.42397824287414554 -4.0581792354583737 3.6591311166763307 -2.5088320749998094 4.2749127807617189 -0.73993754533620992 3.2069325149536132 2.3355399103164673 -2.4046843683151971 1.4119104536374412 -0.2638763623566302 0.46131461495161058 -0.054520568847656249 leaf_weight=361363 26 29 22 20 20 37 23 31 29 20 28 32 25 32 20 65 25 20 21 24 894 20 24 leaf_count=361363 26 29 22 20 20 37 23 31 29 20 28 32 25 32 20 65 25 20 21 24 894 20 24 internal_value=0 -1.56986 -3.25495 -0.00107676 -2.21882 -0.000709858 1.4832 5.49464 -0.560363 1.62045 -0.00136481 -0.912775 0.271377 -1.14019 2.91446 -0.00107056 0.716256 -0.0162958 -1.04791 -0.00128836 -0.00138199 -0.168754 -0.478064 internal_weight=0 122 93 362728 60 362668 160 54 106 77 362508 117 85 60 57 362391 110 85 71 362281 362257 40 50 internal_count=362850 122 93 362728 60 362668 160 54 106 77 362508 117 85 60 57 362391 110 85 71 362281 362257 40 50 is_linear=0 shrinkage=0.01 Tree=943 num_leaves=24 num_cat=1 split_feature=8 14 3 9 2 5 3 0 13 3 5 2 5 3 10 5 9 0 25 0 10 3 8 split_gain=2.94178e+06 1.08883e+07 1.43288e+07 1.69191e+06 6.69189e+06 2.06375e+06 3.99235e+06 1.79239e+06 9.56638e+06 6.66234e+06 5.55019e+06 3.43736e+06 1.28675e+06 1.27209e+06 2.81158e+06 1.82714e+06 564533 1.00346e+06 412817 3.02819e+06 873624 265539 28296.7 threshold=2971.7767500000004 1352.1000000000001 2725.8677800000005 2854.0889000000006 1468.575 2871.8940000000007 1282.3492500000004 2778.6210000000005 262.20660000000004 358.01332900000006 670.57570000000021 26.254000000000001 670.57570000000021 2725.8677800000005 137.52250000000001 7.2786000000000008 1329.0550000000001 33.393000000000008 0 1117.6621800000003 1935.1350000000002 109.51753000000001 9.1315155000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=3 2 16 5 12 7 21 13 9 11 -11 -9 22 18 15 -15 17 -2 19 -1 -20 -7 -5 right_child=1 -3 -4 4 -6 6 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 -24 leaf_value=-0.031313005492978351 -0.44650219292476256 3.7957036029881444 -10.273883781433106 1.0751561520316384 -5.7721764522552483 -0.63006906008109076 4.0404403861793314 0.15693088354634457 7.0254431683084242 -7.0820272378921505 0.27870618729364305 4.2463438172494214 -1.5645277905464172 -0.9145339403152466 1.2713478196750989 -4.2452045740400042 0.29333684227683327 -3.3581198933124541 0.0016670349224268426 -1.9916836072825177 0.82159509739508996 0.78716997528076182 1.5883493223644438 leaf_weight=30596 29 29 22 22 25 39 37 61 23 20 21 31 24 40 33 28 22 20 331478 79 130 20 21 leaf_count=30596 29 29 22 22 25 39 37 61 23 20 21 31 24 40 33 28 22 20 331478 79 130 20 21 internal_value=0 -1.55416 -3.2224 -0.00106599 -1.357 -0.000721996 1.46528 -0.00111019 1.07056 0.0407649 -3.3119 1.53489 0.290449 -0.00157153 -1.12369 -2.28599 -1.03743 -1.63492 -0.00125869 -0.0363499 0.00198841 -0.149649 1.32579 internal_weight=0 122 93 362728 92 362636 96 362540 156 133 41 92 67 362384 101 68 71 49 362283 30675 331608 59 43 internal_count=362850 122 93 362728 92 362636 96 362540 156 133 41 92 67 362384 101 68 71 49 362283 30675 331608 59 43 cat_boundaries=0 7 cat_threshold=2458910784 537006084 1363157122 8196 144211977 1312256 16 is_linear=0 shrinkage=0.01 Tree=944 num_leaves=25 num_cat=0 split_feature=8 14 3 9 2 1 15 4 3 3 5 2 4 0 5 3 10 4 3 1 9 0 4 8 split_gain=2.88323e+06 1.06716e+07 1.40436e+07 1.65824e+06 6.55872e+06 3.04541e+06 1.08207e+07 2.2453e+07 3.83886e+06 2.11555e+06 1.26115e+06 785615 4.07569e+06 2.55702e+06 997079 3.64007e+06 921288 6.29081e+06 1.30388e+06 603025 553298 983492 47862 27733.6 threshold=2971.7767500000004 1352.1000000000001 2725.8677800000005 2854.0889000000006 1468.575 2781.5828000000006 85.527017500000014 2693.9010000000007 1118.1025000000002 92.623500000000021 670.57570000000021 2682.0900000000006 1292.0010000000002 688.40820000000008 2871.8940000000007 318.67100000000011 3056.7500000000005 216.01200000000003 2725.8677800000005 53.904000000000003 1329.0550000000001 33.393000000000008 55.211440000000003 9.1315155000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 20 5 10 11 7 8 9 -7 23 14 13 19 16 22 18 -18 -1 -13 21 -2 -16 -5 right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.0011425767387552009 -0.442037164753881 3.7577466724247768 -10.17114501953125 1.0644046120210127 -5.7144545001983644 0.57052534154204071 -4.6160874275207524 11.772894678982821 -3.2700971088409427 3.9771134449885444 -1.5488825106620789 0.049655928293863935 -3.7538148354782779 2.4297632152012416 -0.015687377935364132 4.7843642101287847 -1.3650032793391835 5.7425376968383786 -1.1853623758849277 -1.9391448002476848 0.29040348052978515 -3.3245386940240862 -0.67599802265996523 1.5724658412025088 leaf_weight=362142 29 29 22 22 25 61 25 22 20 26 24 30 34 35 21 20 33 20 93 31 22 20 23 21 leaf_count=362142 29 29 22 22 25 61 25 22 20 26 24 30 34 35 21 20 33 20 93 31 22 20 23 21 internal_value=0 -1.53862 -3.19017 -0.00105533 -1.34343 -0.000714776 1.40524 2.57216 0.680421 1.58859 0.287545 -0.00131209 -0.778552 0.275186 -0.00103324 1.24703 -0.00125372 1.31709 -0.00144661 -0.961046 -1.02706 -1.61857 -0.36085 1.31253 internal_weight=0 122 93 362728 92 362636 154 129 107 87 67 362482 130 96 362352 64 362288 53 362235 61 71 49 44 43 internal_count=362850 122 93 362728 92 362636 154 129 107 87 67 362482 130 96 362352 64 362288 53 362235 61 71 49 44 43 is_linear=0 shrinkage=0.01 Tree=945 num_leaves=38 num_cat=3 split_feature=7 24 3 9 8 25 4 6 3 3 7 5 0 9 11 6 7 0 10 0 5 11 0 6 9 0 10 5 25 5 3 5 11 3 0 4 7 split_gain=1.87042e+06 1.14305e+07 2.96598e+07 1.15158e+07 1.0948e+07 6.06857e+06 2.36377e+07 7.49756e+06 4.95394e+06 3.71435e+06 2.21312e+07 8.51388e+06 2.23433e+06 1.89473e+06 1.07872e+06 896580 719519 827714 659732 1.89203e+06 624882 948126 597163 571073 5.66345e+06 817800 1.03766e+06 673378 2.09347e+06 872773 552493 823253 418265 296974 238272 80918.8 18115.5 threshold=1131.6606400000003 0 1493.1141200000004 2854.0889000000006 1581.7937000000002 1 1888.1190000000004 1937.6795000000002 2725.8677800000005 2725.8677800000005 112.55400000000002 137.52250000000001 1275.1415000000002 164.54285500000003 420.87650000000008 141.02500000000003 1941.9625000000003 195.69400000000005 1159.6875000000002 635.46050000000014 2871.8940000000007 137.52300000000002 195.69400000000005 1937.6795000000002 487.08190000000008 2778.6210000000005 126.48825000000001 842.25950000000023 2 553.36150000000009 267.43912000000006 103.614 1230.4050000000002 6.6625000000000005 257.57200000000006 167.86646250000004 1538.3385000000001 decision_type=2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=9 2 13 5 -4 6 16 12 -5 20 11 22 32 15 -14 36 17 -3 19 34 23 35 -11 25 30 27 33 29 -29 -1 31 -25 -7 -27 -15 -22 -2 right_child=1 3 4 8 -6 7 -8 -9 -10 10 -12 -13 14 18 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=-0.0012654317966592191 0.40696720106261119 -0.38481220436096197 3.9551444396972659 -3.0760620390801208 14.418397212982176 -0.50304927231442986 -12.682367571876162 4.2201838658136479 -10.030191967010499 0.61758768463134761 9.8669511765700122 -5.3318400517216435 -4.2193940051396686 -1.2563083443274865 -1.1887633618064548 2.7012090024948123 0.31386423397064211 -3.1141753520965576 -0.13355108411688554 -4.1906412376057016 0.17820555815329919 -2.7877202348709109 2.8503026497882349 -0.1881470863602378 4.0114508072105615 -0.028000470312732843 -2.9275800561904908 0.77591161734058012 -0.51421350583841474 0.32221660996292628 0.69389139898892116 -2.2703641495211371 0.812920754397357 -1.3012623977661133 0.19551511669158936 -0.63607145226520045 0.04393430930596811 leaf_weight=360646 28 25 20 21 20 229 21 34 20 25 26 27 24 26 23 20 35 20 38 22 26 20 23 55 37 62 20 145 685 836 29 29 27 26 20 23 27 leaf_count=360646 28 25 20 21 20 229 21 34 20 25 26 27 24 26 23 20 35 20 38 22 26 20 23 55 37 62 20 145 685 836 29 29 27 26 20 23 27 internal_value=0 -0.518237 1.33357 -1.37182 9.18677 -0.92607 -2.94818 -0.225851 -6.46832 -0.000821656 1.91661 -0.839507 -0.732199 -0.328272 -2.73632 0.888073 -0.761482 -1.59786 -1.18889 -1.77864 -0.00135569 -0.952909 1.68743 -0.0011746 0.615719 -0.00142992 -0.871486 -0.00117057 -0.285677 -0.000517314 -0.496158 -0.907008 -0.364256 -0.404191 -0.625081 -0.204006 0.228751 internal_weight=0 700 221 479 40 438 101 337 41 362740 101 75 303 181 47 75 80 45 106 68 362639 69 48 362570 150 362420 108 362312 830 361482 113 84 256 88 46 49 55 internal_count=363440 700 221 479 40 438 101 337 41 362740 101 75 303 181 47 75 80 45 106 68 362639 69 48 362570 150 362420 108 362312 830 361482 113 84 256 88 46 49 55 cat_boundaries=0 1 8 15 cat_threshold=2098 0 0 4096 1073741824 4194304 0 128 2098176 262144 0 1073741824 0 0 132 is_linear=0 shrinkage=0.01 Tree=946 num_leaves=45 num_cat=4 split_feature=7 24 2 25 3 6 3 7 4 26 16 11 6 3 3 10 0 4 2 2 24 0 0 0 4 2 6 19 25 15 12 0 2 15 8 4 2 0 2 10 11 6 12 10 split_gain=1.8332e+06 1.12031e+07 4.28087e+07 1.07423e+07 4.04924e+07 4.4506e+06 3.64043e+06 2.16908e+07 3.83601e+06 4.27839e+06 3.22955e+06 3.24564e+06 1.85475e+06 1.44368e+06 1.32787e+06 1.06874e+06 1.02909e+06 1.55555e+06 1.02665e+06 621928 6.35882e+06 5.73075e+06 5.14895e+06 1.68383e+06 1.36456e+06 880875 636572 589928 2.05301e+06 3.72077e+06 6.19286e+06 1.98243e+06 1.63821e+06 832499 1.38512e+06 676635 2.41387e+06 630546 571508 559073 438967 330156 329547 312257 threshold=1131.6606400000003 0 2682.0900000000006 1 2725.8677800000005 2976.3936000000008 2725.8677800000005 112.55400000000002 1292.0010000000002 2022.5000000000002 635.52750000000003 1085.4300000000001 1136.6981000000003 1890.7105500000002 991.56000000000017 517.51460000000009 428.67780000000005 216.01200000000003 624.21400000000006 1827.1555000000001 2 1519.5755740000002 1275.1415000000002 52.014000000000003 629.95226050000008 2682.0900000000006 487.67864000000003 218.88300000000001 3 177.84700000000001 3.8235000000000006 321.84000000000009 673.68310000000008 933.03750000000002 186.83700000000002 2693.9010000000007 189.07500000000002 134.27105550000002 2682.0900000000006 3056.7500000000005 212.88531250000003 86.006110000000021 180.47315000000003 348.10000000000002 decision_type=2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 10 4 14 13 19 8 9 -8 11 12 15 16 42 -2 18 -18 -5 27 22 23 24 25 38 -22 -25 33 29 43 -31 32 -30 35 41 39 -37 -36 -21 -1 -33 -35 -3 -29 right_child=1 3 -4 5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 -23 -24 26 -26 -27 -28 28 31 30 -32 40 -34 34 37 36 -38 -39 -40 -41 -42 -43 -44 -45 leaf_value=-0.0016529478621683451 0.043453343386451404 0.25928415242363423 14.61682664004239 -0.42590973874684929 -15.820745484034221 3.6679643742243453 3.4782447668222281 9.7682813517863938 -4.5814944877624511 -2.1082026461897225 3.2774490692138669 -3.3376897991404815 2.7027885387254798 -2.8820014528433484 -3.1729442461331683 -2.4470285311199369 -3.6908331132971721 -0.74800228165417182 1.8143253108988637 -0.11050120965489801 0.23543015049349877 5.7752438250454992 -6.8812567977905275 -2.6093094177246092 -3.5568921734037855 2.8183402865865959 -0.23629107168087593 0.15230328941530036 0.021675405859077065 5.4326842725904365 0.92797498853744997 -0.56862729767535602 2.7275851743117623 -0.26105224649695791 -0.57622030992897189 -0.44940310206264256 3.6162811938057775 -2.0995426688428784 -2.0278121081265534 1.4647834634780883 -1.8292405475075566 0.66800757006102918 -1.1786819950739544 -0.83002431431332158 leaf_weight=360551 96 34 22 185 24 24 26 26 20 29 25 34 23 30 24 21 23 82 23 53 31 22 20 20 21 23 26 258 822 38 155 47 23 153 49 40 23 61 22 26 67 51 30 37 leaf_count=360551 96 34 22 185 24 24 26 26 20 29 25 34 23 30 24 21 23 82 23 53 31 22 20 20 21 23 26 258 822 38 155 47 23 153 49 40 23 61 22 26 67 51 30 37 internal_value=0 -0.513055 1.32023 -1.3581 -3.95404 -0.482011 -0.000813367 1.89744 -0.831112 0.532663 -0.0834029 -0.566284 0.106772 -0.786441 -1.16699 -0.403556 -0.585588 -1.39262 -0.178191 -0.00134206 -0.512364 1.06701 -2.08562 0.137904 -1.30378 1.33556 -1.26804 -0.00100645 0.200503 0.720605 1.81491 -0.0709318 0.0953274 -0.00181427 -0.516495 -0.00136615 1.03489 -1.42097 -0.672912 -0.00154721 -1.30951 -0.0287873 -0.414762 0.0290961 internal_weight=0 700 221 479 112 367 362740 101 75 55 199 174 140 343 88 117 313 105 208 362639 238 122 116 100 96 54 46 362401 1447 488 193 959 845 360954 314 360640 63 110 75 360577 114 204 64 295 internal_count=363440 700 221 479 112 367 362740 101 75 55 199 174 140 343 88 117 313 105 208 362639 238 122 116 100 96 54 46 362401 1447 488 193 959 845 360954 314 360640 63 110 75 360577 114 204 64 295 cat_boundaries=0 1 8 9 16 cat_threshold=2098 0 0 4112 1073741824 0 0 128 628 99328 1120 4112 67108864 1024 0 4 is_linear=0 shrinkage=0.01 Tree=947 num_leaves=34 num_cat=3 split_feature=5 9 12 26 4 3 2 1 1 2 2 24 6 2 0 8 1 13 3 6 8 0 6 13 4 0 0 24 25 0 4 3 17 split_gain=1.56207e+06 5.4662e+06 1.17377e+07 5.49986e+06 4.39372e+06 3.17725e+06 2.91882e+07 3.36149e+06 3.01193e+06 1.19515e+06 1.03859e+06 5.21662e+06 5.17748e+06 3.72187e+06 3.545e+06 3.29493e+06 1.12173e+06 4.02467e+06 2.7965e+06 7.51436e+06 2.21381e+06 1.56711e+06 943661 797319 1.58e+06 786464 659326 3.1229e+06 6.06308e+06 5.22492e+06 914627 2.70327e+06 743245 threshold=2871.8940000000007 26.423720000000003 285.16700000000009 2022.5000000000002 1888.1190000000004 2725.8677800000005 2682.0900000000006 1461.4925000000003 469.40400000000005 310.92971250000005 1827.1555000000001 0 44.980991500000009 2682.0900000000006 1884.2950000000003 912.87025000000017 1892.2623000000001 52.486000000000011 748.6165000000002 463.20250000000004 289.16250000000008 1519.5755740000002 355.17104999999998 515.09000000000003 176.57105000000001 241.93077950000003 428.67780000000005 1 2 2778.6210000000005 2693.9010000000007 74.913750000000007 1071.2935000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 left_child=5 3 -3 22 -4 10 7 8 9 -7 16 12 13 -12 23 25 26 18 21 -20 -19 -18 -2 24 -13 -14 30 28 -28 -29 32 -32 -1 right_child=1 2 4 -5 -6 6 -8 -9 -10 -11 11 14 15 -15 -16 -17 17 20 19 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31 31 -33 -34 leaf_value=-0.0011791709787003933 1.9474187498092652 -7.2491584991006288 -2.5998243852762073 -2.3578160929900629 3.213765967442439 0.22697345225016274 12.668719100952149 -4.1893178329467773 3.655811630430676 -2.6621626863025485 0.75963510649544863 -0.48344173039708821 -1.048701617948711 6.0138991957444414 -5.4426896651585901 1.8749250633375985 0.15598248715873239 0.55464784427122638 7.9154080781482516 -0.27559027671813968 -3.6843678065708709 2.8834643802276028 5.0193249912261964 0.43290738313094429 -2.9559103238582614 -3.7337062517801924 1.6127771702021028 -0.26064626798826185 -0.1788828023753678 -3.1161745337746813 -0.54673444810385508 4.1995555171966554 0.5613877710682994 leaf_weight=359208 20 34 26 27 26 45 20 20 21 21 28 56 20 26 24 28 111 22 21 24 28 26 20 23 48 24 259 2200 633 66 30 20 235 leaf_count=359208 20 34 26 27 26 45 20 20 21 21 28 56 20 26 24 28 111 22 21 24 28 26 20 23 48 24 259 2200 633 66 30 20 235 internal_value=0 -1.01199 -2.68034 1.12946 0.306971 -0.00135651 1.58007 -0.492579 0.357246 -0.692297 -0.00190955 -0.614 0.879015 3.28947 -1.79891 -0.806737 -0.00144232 0.693679 1.38403 3.54688 -1.8192 0.673607 3.48337 -1.25197 -1.62458 -2.51325 -0.00188701 -0.145749 0.353454 -0.342306 -0.000623246 1.35178 -0.000811371 internal_weight=0 153 86 67 52 363287 127 107 87 66 363160 277 126 54 151 72 362883 232 182 45 50 137 40 127 104 44 362651 3158 892 2266 359493 50 359443 internal_count=363440 153 86 67 52 363287 127 107 87 66 363160 277 126 54 151 72 362883 232 182 45 50 137 40 127 104 44 362651 3158 892 2266 359493 50 359443 cat_boundaries=0 1 2 4 cat_threshold=3211 38 135299584 4 is_linear=0 shrinkage=0.01 Tree=948 num_leaves=32 num_cat=3 split_feature=7 25 3 6 4 25 16 3 3 7 5 1 10 5 12 10 5 11 6 9 0 10 5 25 5 3 5 1 0 4 4 split_gain=1.77556e+06 9.89768e+06 2.92599e+07 1.72169e+07 2.73477e+07 4.658e+06 6.73381e+06 5.0398e+06 3.49845e+06 2.12547e+07 8.2734e+06 2.99953e+06 2.96495e+06 1.91276e+06 722681 735078 600940 921470 559621 5.53557e+06 771033 1.01234e+06 656965 2.05904e+06 855152 541151 803991 466868 342342 134040 83674.4 threshold=1131.6606400000003 0 2725.8677800000005 2976.3936000000008 2693.9010000000007 1 1927.9850000000004 1493.1141200000004 2725.8677800000005 112.55400000000002 137.52250000000001 112.13877900000001 1935.1350000000002 1908.1960000000001 608.55210000000022 164.73267500000003 2871.8940000000007 137.52300000000002 1937.6795000000002 487.08190000000008 2778.6210000000005 126.48825000000001 842.25950000000023 2 553.36150000000009 267.43912000000006 103.614 133.85250000000005 747.41500000000008 298.86150000000004 167.86646250000004 decision_type=2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=8 2 14 5 -5 7 12 28 16 10 11 -10 13 -7 15 -2 18 30 20 25 22 27 24 -24 -1 26 -20 -22 29 -3 -18 right_child=1 3 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 leaf_value=-0.0012296861997599428 -1.2429660210786042 -0.47993255190551282 -14.036952362060546 -1.4870800432951554 14.296767156691779 -0.25019327297447197 5.5390459542047417 -6.7363164472579955 -0.46263231549944195 9.6513863139886116 -5.2693404529712815 4.6078963260650641 3.4022046861194428 -2.7977766275405886 -1.9770381521497453 1.1623059284687043 0.19250824588995713 -2.7432922968864442 -0.18591896156831222 3.9667192314766551 0.1933193850517273 -2.8770475997924803 0.77061030378649309 -0.50882158336107675 0.31897023767589383 0.68806147345181179 -2.2436323197134609 -1.3025791572122012 -2.3311260088284813 -1.4685572020212809 -0.63551710211712387 leaf_weight=360646 27 32 21 23 21 373 21 22 28 26 27 20 21 32 35 24 26 20 55 37 54 20 145 685 836 29 29 34 24 24 23 leaf_count=360646 27 32 21 23 21 373 21 22 28 26 27 20 21 32 35 24 26 20 55 37 54 20 145 685 836 29 29 34 24 24 23 internal_value=0 -0.504917 -3.15929 0.026858 6.04612 -0.455071 0.0107556 -2.27455 -0.000792788 1.86008 -0.840906 1.65009 -0.261513 -0.451484 -0.870478 -0.111073 -0.00131107 -0.934457 -0.00113348 0.609543 -0.00138623 -0.846198 -0.00113441 -0.282152 -0.000489159 -0.489709 -0.89632 -0.384641 -1.33188 -0.903629 -0.196157 internal_weight=0 700 107 593 44 549 447 102 362740 101 75 48 426 405 86 51 362639 69 362570 150 362420 108 362312 830 361482 113 84 88 80 56 49 internal_count=363440 700 107 593 44 549 447 102 362740 101 75 48 426 405 86 51 362639 69 362570 150 362420 108 362312 830 361482 113 84 88 80 56 49 cat_boundaries=0 4 11 18 cat_threshold=0 0 4096 1073741824 1048576 0 16 0 4194304 0 128 2098176 262144 0 1073741824 0 0 132 is_linear=0 shrinkage=0.01 Tree=949 num_leaves=42 num_cat=3 split_feature=7 24 2 3 10 3 7 5 16 1 1 0 3 12 4 19 1 4 2 2 24 0 0 1 13 3 0 0 4 2 15 14 4 2 2 24 0 15 10 8 7 split_gain=1.74023e+06 1.09506e+07 4.18203e+07 9.75066e+06 7.31947e+06 3.42883e+06 2.08317e+07 8.10876e+06 3.13232e+06 3.20963e+06 2.93984e+06 1.58389e+06 1.48628e+06 1.31582e+06 1.04147e+06 848458 1.20966e+06 744377 658833 601696 6.13696e+06 5.60746e+06 4.98594e+06 1.73487e+06 3.82332e+06 3.32393e+06 2.08969e+06 1.63718e+06 1.33075e+06 849911 576494 850551 561748 2.20495e+06 559807 475481 5.20527e+06 903954 458838 406924 78089.8 threshold=1131.6606400000003 0 2682.0900000000006 2725.8677800000005 148.74825000000001 2725.8677800000005 112.55400000000002 137.52250000000001 635.52750000000003 340.50250000000011 112.13877900000001 688.40820000000008 222.04049700000004 371.74280000000005 862.3225000000001 359.90650000000005 678.28840000000002 16.356150000000003 873.09500000000014 1827.1555000000001 1 1519.5755740000002 1275.1415000000002 1892.2623000000001 52.486000000000011 748.6165000000002 1519.5755740000002 52.014000000000003 629.95226050000008 2682.0900000000006 1141.8240000000003 252.03500000000003 2693.9010000000007 135.54850000000002 2682.0900000000006 2 2778.6210000000005 156.80615000000003 303.56000000000006 154.63500000000002 1941.9625000000003 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=5 2 8 11 -5 19 7 10 9 17 -7 14 -13 -11 15 16 -3 40 -16 23 22 27 28 32 25 26 -25 29 34 -22 31 -14 35 -34 -21 36 -1 -37 -19 -29 -2 right_child=1 3 -4 4 -6 6 -8 -9 -10 13 -12 12 30 -15 18 -17 -18 38 -20 20 21 -23 -24 24 -26 -27 -28 39 -30 -31 -32 -33 33 -35 -36 37 -38 -39 -40 -41 -42 leaf_value=-0.020289706302182266 0.88796278902462544 -0.25890537965415727 14.454855273853648 -0.70616661834716798 -8.4178914165496828 -0.45800603594098777 9.5548728550397435 -5.2166469715259689 3.2351892684936523 -0.87504810333251959 4.5618170909881597 -4.1285247271993892 -1.0222255530447331 -3.8656849581195463 -2.5614218826293946 -1.8573758042710169 2.1614709375215613 0.41558136940002444 -0.28621932268142702 -0.10023451274296022 0.22832782345433392 5.7043728325583718 -6.7683395309448251 0.18620804359799339 -2.0326014739937253 4.1597992914601374 3.4568664723634721 -2.0832335105309121 -3.5048863638015018 2.7654355592313022 0.16619719340687705 -3.361232578971169 -0.43194339837682877 3.6701594266891484 -1.9978159358284691 0.0030892535788363601 -4.7781627721371862 0.18190836478026026 -1.4847402524948121 -0.18594195258617402 1.6234091836755926 leaf_weight=90457 42 202 22 20 32 28 26 27 25 28 20 23 53 31 35 28 23 27 20 53 31 22 20 105 36 38 24 26 21 23 21 22 38 20 22 268803 23 2857 24 20 22 leaf_count=90457 42 202 22 20 32 28 26 27 25 28 20 23 53 31 35 28 23 27 20 53 31 22 20 105 36 38 24 26 21 23 21 22 38 20 22 268803 23 2857 24 20 22 internal_value=0 -0.499867 1.31232 -1.33549 -5.45184 -0.000784788 1.84148 -0.832497 -0.0746808 -0.550237 1.63359 -0.865472 -1.8453 -2.4464 -0.486902 -0.215777 -0.0114891 0.422577 -1.73408 -0.00129788 -0.503938 1.0477 -2.04947 -0.000967785 0.923228 1.56041 0.794703 0.128003 -1.27986 1.30895 -1.29828 -1.70833 -0.00148577 0.982575 -0.656858 -0.00164337 -0.0214968 0.00496968 -0.478688 -1.25832 1.14077 internal_weight=0 700 221 479 52 362740 101 75 199 174 48 427 119 59 308 253 225 115 55 362639 238 122 116 362401 203 167 129 100 96 54 96 75 362198 58 75 362140 90480 271660 51 46 64 internal_count=363440 700 221 479 52 362740 101 75 199 174 48 427 119 59 308 253 225 115 55 362639 238 122 116 362401 203 167 129 100 96 54 96 75 362198 58 75 362140 90480 271660 51 46 64 cat_boundaries=0 1 2 3 cat_threshold=2098 628 2184 is_linear=0 shrinkage=0.01 Tree=950 num_leaves=23 num_cat=0 split_feature=19 16 10 3 1 16 0 2 3 3 6 10 0 5 7 0 1 5 6 14 0 26 split_gain=2.31439e+06 4.96442e+06 3.81952e+06 9.59476e+06 2.18241e+06 1.58393e+07 2.13087e+07 1.94586e+06 5.66214e+06 1.92568e+06 7.18442e+06 3.37196e+06 2.78338e+06 1.59868e+06 804820 728191 2.93231e+06 7.17017e+06 714064 2.68073e+06 1.10724e+06 24327.4 threshold=3260.8512500000006 1927.9850000000004 3056.7500000000005 2725.8677800000005 2781.5828000000006 44.658000000000008 2778.6210000000005 1827.1555000000001 543.62350000000004 2725.8677800000005 519.7600000000001 1058.8682400000002 53.860000000000007 1561.8224400000001 240.72500000000002 2778.6210000000005 133.85250000000005 59.779900000000005 1529.30718 285.55675000000008 1275.1415000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 13 9 6 7 8 -6 15 12 -12 -11 14 -4 18 21 -18 20 -20 -1 -17 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 11 -13 -14 -15 -16 16 17 -19 19 -21 -22 -23 leaf_value=-0.00088312251964542605 -1.0211702932630267 5.9403106870651241 -0.42503760827215098 -8.1464336843192573 -0.62166134139238782 -5.2144619882106786 9.7485143017768863 -2.2812598328363327 4.907147526211209 2.4163710152230613 -6.6309304219705085 -1.2134979701042174 -1.4230655112947737 1.8148424629543138 -2.8643867619832357 0.93745014075076938 -6.733885913517164 0.37621094265499627 0.0089225195927068231 -2.2513504924703001 0.48022151264243434 0.54045306468832077 leaf_weight=361920 21 20 38 20 59 32 32 21 27 41 27 20 35 23 21 33 23 37 242 67 479 29 leaf_count=361920 21 20 38 20 59 32 32 21 27 41 27 20 35 23 21 33 23 37 242 67 479 29 internal_value=0 2.37467 -0.00135221 -1.93618 -0.000808728 1.12864 2.58893 0.447743 1.11413 -0.00134085 -1.25237 -4.32564 0.648209 -0.42149 -1.29328 -0.000916753 -0.773365 -2.34933 -0.000656933 -0.481169 -0.000247224 0.751758 internal_weight=0 41 363226 102 363124 171 139 107 86 362953 123 47 76 82 59 362830 122 60 362708 309 362399 62 internal_count=363267 41 363226 102 363124 171 139 107 86 362953 123 47 76 82 59 362830 122 60 362708 309 362399 62 is_linear=0 shrinkage=0.01 Tree=951 num_leaves=26 num_cat=1 split_feature=19 9 3 16 9 4 4 3 10 5 3 3 4 12 4 6 6 5 13 8 4 11 6 25 15 split_gain=2.26834e+06 5.33071e+06 1.20667e+07 4.86563e+06 1.05516e+06 2.27087e+06 5.13528e+06 2.22516e+06 1.48843e+06 1.38378e+06 1.24462e+06 978185 1.04882e+07 2.22167e+06 1.98329e+06 1.80751e+06 1.74277e+06 2.3303e+06 586555 1.11655e+06 848509 541980 529077 2.13582e+06 564026 threshold=3260.8512500000006 2854.0889000000006 2725.8677800000005 1927.9850000000004 923.19600000000014 1116.5450000000003 974.87180000000001 1890.7105500000002 1159.6875000000002 1908.1960000000001 1493.1141200000004 2725.8677800000005 2693.9010000000007 10.541214000000002 2693.9010000000007 368.02500000000003 1136.6981000000003 723.78135000000009 45.451000000000008 399.3245290000001 1292.0010000000002 212.88531250000003 242.46475000000004 0 1947.7010000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 left_child=1 4 18 -2 11 6 9 8 21 10 -6 14 13 15 22 -13 17 -16 19 -3 -20 -7 24 -24 -1 right_child=3 2 -4 -5 5 7 -8 -9 -10 -11 -12 12 -14 -15 16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 leaf_value=-0.001315101920159268 -1.0109586204801289 -0.81761267509460456 -7.3655623167753221 5.880907660484314 -0.32675662013405526 -3.3115927453041074 3.9728694535946021 -4.2955346221923829 0.55556329482640976 2.1822492913972762 -2.5270942944067496 1.1736074184980549 7.3273379952566966 -3.3317061238061814 -0.97952220567248094 -2.2905957748293879 0.99928895859491262 -4.9655521787296646 0.204882346534729 2.3523993563652037 -2.55855384016037 -1.2479994143588202 0.42021931967003506 -0.045934759111019553 0.97650585069494744 leaf_weight=357679 21 25 32 20 537 20 29 25 39 21 27 61 21 21 44 20 21 22 25 20 20 35 1461 2962 59 leaf_count=357679 21 25 32 20 537 20 29 25 39 21 27 61 21 21 44 20 21 22 25 20 20 35 1461 2962 59 internal_value=0 -0.00133869 -2.09131 2.35093 -0.00063648 -0.379663 -0.134624 -1.64398 -0.938775 -0.338244 -0.432092 0.00013021 0.891759 -0.433213 -0.000172539 0.318249 -1.50984 -2.3082 -0.216015 0.591282 -1.02331 -1.9984 0.00019012 0.108891 -0.00115383 internal_weight=0 363226 122 41 363104 733 614 119 94 585 564 362371 123 102 362248 81 87 66 90 45 45 55 362161 4423 357738 internal_count=363267 363226 122 41 363104 733 614 119 94 585 564 362371 123 102 362248 81 87 66 90 45 45 55 362161 4423 357738 cat_boundaries=0 7 cat_threshold=136397348 142640960 34082816 2214592512 21504 16384 128 is_linear=0 shrinkage=0.01 Tree=952 num_leaves=28 num_cat=1 split_feature=19 9 3 16 9 4 4 3 0 24 2 2 3 26 4 2 8 12 0 0 6 6 7 21 8 3 26 split_gain=2.2232e+06 5.22463e+06 1.18266e+07 4.7688e+06 1.03417e+06 2.22568e+06 5.03309e+06 2.18088e+06 2.01149e+06 4.12968e+07 4.83461e+07 1.25133e+07 3.36827e+06 2.68075e+06 1.91715e+06 2.62502e+06 1.05795e+06 2.16726e+06 1.54051e+06 858097 837945 1.27412e+06 670874 2.35007e+06 724403 668501 65011.4 threshold=3260.8512500000006 2854.0889000000006 2725.8677800000005 1927.9850000000004 923.19600000000014 1116.5450000000003 974.87180000000001 1890.7105500000002 1884.2950000000003 0 1468.575 2682.0900000000006 1282.3492500000004 2022.5000000000002 2693.9010000000007 287.03350000000006 1350.3896175000002 171.22386100000003 299.04000000000008 474.29950500000001 487.67864000000003 1529.30718 610.83000000000004 119.62250000000002 1973.6620000000003 55.432500000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 19 -2 8 6 16 20 14 10 13 12 -11 -10 22 26 18 -18 -6 25 -7 -22 24 -24 -1 -3 -16 right_child=3 2 -4 -5 5 7 -8 -9 9 11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 leaf_value=-0.001225551993954356 -1.0008490207081748 -0.095814411009059242 -7.2919067639112471 5.8220985012054438 -0.13550234978417716 -2.7455076885223391 3.9331408168529642 -4.2525791839599609 3.7728061181407861 -2.0084758023084222 19.123031893643464 -8.8191013793945316 1.4859137990739613 0.059638305203668002 -0.4911816976666451 -3.8274346376234485 3.6096321580410007 -0.38991945130484446 -1.3331327585826644 1.0392905053671668 0.70680946757396057 -1.9418206684291364 0.33542325734107176 -1.5764214431538301 0.89604412009980949 -2.3329599861665207 0.26717206533138571 leaf_weight=360667 21 34 32 20 372 20 29 25 59 118 22 25 36 29 20 31 20 42 151 34 42 32 1180 68 90 22 26 leaf_count=360667 21 34 32 20 372 20 29 25 59 118 22 25 36 29 20 31 20 42 151 34 42 32 1180 68 90 22 26 internal_value=0 -0.0013252 -2.07039 2.32742 -0.000630012 -0.375866 -0.133278 -1.62754 0.000129011 0.834073 5.37526 -2.13749 -1.19161 2.54915 -0.000536611 -1.57828 -0.334861 0.900258 -0.481281 -0.213855 -0.929387 -0.438544 -0.000201018 0.231252 -0.00100171 -0.974693 -0.062547 internal_weight=0 363226 122 41 363104 733 614 119 362371 289 110 179 154 88 362082 77 585 62 523 90 94 74 362005 1248 360757 56 46 internal_count=363267 363226 122 41 363104 733 614 119 362371 289 110 179 154 88 362082 77 585 62 523 90 94 74 362005 1248 360757 56 46 cat_boundaries=0 1 cat_threshold=334 is_linear=0 shrinkage=0.01 Tree=953 num_leaves=21 num_cat=0 split_feature=19 9 3 9 1 15 4 3 3 4 3 8 5 3 17 9 14 8 7 3 split_gain=2.17896e+06 5.12066e+06 1.15913e+07 3.81112e+06 2.19212e+06 1.39667e+07 2.32612e+07 9.06175e+06 4.55159e+06 4.06752e+06 2.75756e+06 836088 726707 3.04268e+06 641884 696669 577019 566391 485330 40999.9 threshold=3260.8512500000006 2854.0889000000006 2725.8677800000005 548.96735000000001 2781.5828000000006 85.527017500000014 2693.9010000000007 1118.1025000000002 138.47650000000002 2693.9010000000007 1493.1141200000004 214.54600000000002 2871.8940000000007 1282.3492500000004 3600.16113 923.19600000000014 116.61900000000001 399.3245290000001 52.502000000000002 74.913750000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 16 -2 9 6 7 8 -6 12 11 19 14 18 15 -1 17 -3 -14 -11 right_child=3 2 -4 -5 5 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.00029496636457883036 -0.67121736310777214 -0.41356433168534312 -7.218987763226032 5.428273120403289 0.94473494122662249 -5.2374053764343262 11.923074411912399 -4.5012339122478782 6.4203831691741948 -1.5052394050598146 -4.4040597331523896 0.35903376179356727 0.51405901459285186 4.1204752059416334 1.5410354928617125 -0.32548466247229868 -1.1700373117343801 1.6844278183850374 -1.3322527837753295 -2.1126925872564319 leaf_weight=362069 21 31 32 20 63 28 22 26 20 25 32 31 35 22 27 660 37 22 24 20 leaf_count=362069 21 31 32 20 63 28 22 26 20 25 32 31 35 22 27 660 37 22 24 20 internal_value=0 -0.00131195 -2.04969 2.30414 -0.000623712 1.1733 2.54352 0.650403 2.26417 -0.00113799 -1.94153 -0.904668 -0.000560421 0.946524 -0.000771897 -0.000886662 -0.211716 0.4573 -0.236983 -1.77522 internal_weight=0 363226 122 41 363104 159 131 109 83 362945 108 76 362837 81 362756 362729 90 53 59 45 internal_count=363267 363226 122 41 363104 159 131 109 83 362945 108 76 362837 81 362756 362729 90 53 59 45 is_linear=0 shrinkage=0.01 Tree=954 num_leaves=22 num_cat=0 split_feature=19 9 3 9 1 15 4 3 3 4 3 8 5 3 17 9 5 8 7 7 3 split_gain=2.13559e+06 5.01875e+06 1.13606e+07 3.73528e+06 2.1485e+06 1.36888e+07 2.27983e+07 8.88142e+06 4.46102e+06 3.98658e+06 2.70268e+06 819450 712246 2.98213e+06 629110 682805 576393 494644 487038 475672 40184 threshold=3260.8512500000006 2854.0889000000006 2725.8677800000005 548.96735000000001 2781.5828000000006 85.527017500000014 2693.9010000000007 1118.1025000000002 138.47650000000002 2693.9010000000007 1493.1141200000004 214.54600000000002 2871.8940000000007 1282.3492500000004 3600.16113 923.19600000000014 670.57570000000021 168.16500000000005 1306.1250000000002 52.502000000000002 74.913750000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 16 -2 9 6 7 8 -6 12 11 20 14 19 15 -1 17 -3 -18 -14 -11 right_child=3 2 -4 -5 5 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 18 -19 -20 -21 -22 leaf_value=-0.00029201664688785966 -0.66450518937337966 -0.37307789512302564 -7.1467977387830617 5.3739905059337616 0.93528762147540134 -5.1850312433923991 11.803843201723966 -4.4562214191143328 6.3561790599823 -1.4901870110243558 -4.3600191080570223 0.35544343333090506 0.50891844793728414 4.0792703444849359 1.5256251435809665 -0.32222982111031356 -2.0149189964584684 1.7772356441020967 0.021470726331075034 -1.3189302587509155 -2.0915656276345254 leaf_weight=362069 21 23 32 20 63 28 22 26 20 25 32 31 35 22 27 660 23 20 24 24 20 leaf_count=362069 21 23 32 20 63 28 22 26 20 25 32 31 35 22 27 660 23 20 24 24 20 internal_value=0 -0.00129883 -2.02919 2.2811 -0.000617474 1.16156 2.51809 0.643899 2.24153 -0.00112661 -1.92211 -0.895622 -0.000554817 0.937059 -0.000764178 -0.000877795 -0.209599 0.627068 -0.97506 -0.234613 -1.75747 internal_weight=0 363226 122 41 363104 159 131 109 83 362945 108 76 362837 81 362756 362729 90 43 47 59 45 internal_count=363267 363226 122 41 363104 159 131 109 83 362945 108 76 362837 81 362756 362729 90 43 47 59 45 is_linear=0 shrinkage=0.01 Tree=955 num_leaves=27 num_cat=0 split_feature=7 18 3 2 13 0 12 8 16 0 1 1 5 0 2 1 8 10 4 5 3 0 3 2 1 8 split_gain=2.83306e+06 1.40399e+07 1.95282e+07 4.40525e+06 1.29439e+07 3.73594e+07 2.9072e+06 8.32877e+06 4.05699e+06 5.58928e+06 2.64406e+06 5.02121e+06 1.89492e+06 1.07325e+06 5.6648e+06 8.29798e+06 3.57758e+06 762096 3.19583e+06 999496 5.44805e+06 877805 1.42641e+06 577342 137061 47783.1 threshold=1941.9625000000003 306.66184900000007 1282.3492500000004 2682.0900000000006 18.551250000000003 2778.6210000000005 2107.0655000000002 2971.7767500000004 137.52500000000001 1884.2950000000003 1892.2623000000001 585.22500000000014 842.25950000000023 2778.6210000000005 27.046500000000005 32.44100000000001 86.277750000000012 3056.7500000000005 334.05380000000002 2871.8940000000007 411.39420000000001 561.94500000000005 815.10500000000013 385.09140000000008 11.926500000000003 1.6944999999999999 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 6 -3 13 5 10 7 8 9 12 11 24 -2 17 15 -15 -16 19 -19 21 25 23 -23 -1 -5 -21 right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 leaf_value=-0.0010203580149630168 0.7590907424688339 0.3998701276097979 13.156631211780367 -1.0567499986061684 3.2575653787663108 -15.855591049194336 2.7681433454155924 -5.5340622595378326 -3.8787318964004518 5.3389656265576688 -3.8672413024902346 4.4663126449584967 -2.1201909500757852 0.63905036242111868 -3.3601451061793735 8.3545550208091726 1.2660437846183776 -0.95180655940373737 4.0027577043616258 -0.31812847143411638 5.6049253015518188 -0.10135181272806491 -0.85450893433861252 0.14842121054110805 -2.1578684865236286 -0.94915362450480456 leaf_weight=357624 96 28 21 26 38 20 32 28 20 24 20 20 30 46 35 20 32 30 23 30 20 1936 289 2604 20 20 leaf_count=357624 96 28 21 26 38 20 32 28 20 24 20 20 30 46 35 20 32 30 23 30 20 1936 289 2604 20 20 internal_value=0 1.00695 5.86705 -0.0011219 -1.74983 -3.54494 -0.0284593 -0.480435 0.351927 0.916014 -0.681994 0.283233 0.0735475 -0.000427641 0.897712 2.97708 -1.15062 -0.000757097 1.19829 -0.000932394 1.19388 -0.00116315 -0.199178 5.99185e-05 -1.5355 -0.570539 internal_weight=0 279 49 362853 144 106 230 198 170 150 86 66 126 362709 133 66 67 362576 53 362523 70 362453 2225 360228 46 50 internal_count=363132 279 49 362853 144 106 230 198 170 150 86 66 126 362709 133 66 67 362576 53 362523 70 362453 2225 360228 46 50 is_linear=0 shrinkage=0.01 Tree=956 num_leaves=30 num_cat=2 split_feature=7 25 2 1 2 5 4 1 0 1 8 7 26 0 10 0 2 1 8 10 4 5 26 0 24 6 8 4 11 split_gain=2.77669e+06 1.86466e+07 4.47223e+07 1.13363e+07 4.31758e+06 1.2695e+07 3.56777e+07 1.73687e+07 8.67941e+06 2.99351e+06 2.4113e+06 1.26713e+06 1.5798e+06 1.22136e+06 1.21468e+06 1.05189e+06 5.55207e+06 8.13285e+06 3.50639e+06 746931 3.13224e+06 979606 5.38477e+06 860337 2.60933e+06 754189 707148 567970 263129 threshold=1941.9625000000003 0 2682.0900000000006 2781.5828000000006 2682.0900000000006 1146.4585000000004 974.87180000000001 1256.4300000000001 1519.5755740000002 116.83499300000001 120.75900000000001 2822.9627650000007 2022.5000000000002 992.19979999999998 856.19400000000007 2778.6210000000005 27.046500000000005 32.44100000000001 86.277750000000012 3056.7500000000005 334.05380000000002 2871.8940000000007 2022.5000000000002 561.94500000000005 1 2976.3936000000008 257.49900000000008 537.37500000000011 94.005500000000026 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=4 2 10 11 15 6 7 9 -7 -6 -2 13 -13 27 -12 19 17 -17 -18 21 -21 23 -23 25 -25 -1 -14 -3 -24 right_child=1 3 -4 -5 5 8 -8 -9 -10 -11 14 12 26 -15 -16 16 18 -19 -20 20 -22 22 28 24 -26 -27 -28 -29 -30 leaf_value=-9.877734761413895e-05 3.3314726096850178 0.46621501237918167 15.487820460001629 -8.3246489582061773 -1.7228724715288948 -1.6458540623838251 12.200546429276468 -10.298429190895774 -10.431548455279806 2.9482857855506563 1.1489367046356203 -3.5993111592247375 -1.5722054438591004 2.480275813392971 -1.6519220548868179 0.63265981948894001 -3.3265436875479559 8.2710092720985422 1.2533833432197572 -0.94228848044077551 3.9627300478064496 5.146724617895873 -0.05636966301202774 0.34114891270535436 -0.41267948620977146 1.3243394694771877 1.0551721482049852 -1.6065095796585085 -1.5558891868591309 leaf_weight=360185 26 39 27 20 34 22 20 22 23 23 30 21 20 23 32 46 35 20 32 30 23 23 25 637 1588 43 21 20 22 leaf_count=360185 26 39 27 20 34 22 20 22 23 23 30 21 20 23 32 46 35 20 32 30 23 23 25 637 1588 43 21 20 22 internal_value=0 0.996884 3.89117 -1.19693 -0.00111068 -1.73233 0.269479 -2.75104 -6.13632 0.161981 0.775283 -0.290087 -1.36889 0.525592 -0.296668 -0.000423365 0.888735 2.94731 -1.13912 -0.000749526 1.1863 -0.00092307 1.18194 -0.00115151 -0.197186 5.93193e-05 -0.226475 -0.236403 -0.758272 internal_weight=0 279 115 164 362853 144 99 79 45 57 88 144 62 82 62 362709 133 66 67 362576 53 362523 70 362453 2225 360228 41 59 47 internal_count=363132 279 115 164 362853 144 99 79 45 57 88 144 62 82 62 362709 133 66 67 362576 53 362523 70 362453 2225 360228 41 59 47 cat_boundaries=0 7 8 cat_threshold=1081344 0 0 0 0 0 128 76 is_linear=0 shrinkage=0.01 Tree=957 num_leaves=30 num_cat=2 split_feature=7 25 2 1 2 13 1 8 4 10 8 1 1 10 6 7 25 1 1 8 1 1 10 4 10 11 7 3 4 split_gain=2.72143e+06 1.82756e+07 4.38323e+07 1.11108e+07 4.23166e+06 1.26751e+07 2.72022e+07 2.36331e+06 1.26295e+06 3.05634e+06 1.46086e+06 1.22202e+06 2.02975e+06 1.19051e+06 597929 2.32481e+06 529235 1.33813e+07 1.76218e+06 2.00534e+06 998676 4.08825e+06 951248 1.68192e+06 799436 557831 247435 199650 19998.6 threshold=1941.9625000000003 0 2682.0900000000006 2781.5828000000006 2682.0900000000006 18.551250000000003 2781.5828000000006 120.75900000000001 974.87180000000001 599.29360000000008 325.49275000000006 1098.6214000000002 168.10617800000003 856.19400000000007 2976.3936000000008 233.45214000000001 1 2781.5828000000006 2781.5828000000006 27.497500000000006 1461.4925000000003 786.89439000000004 3056.7500000000005 3.4104000000000005 9.475500000000002 1230.4050000000002 2822.9627650000007 193.12912500000002 3.5850000000000004 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 7 8 14 6 11 -2 10 -10 26 12 -6 -9 16 28 17 20 22 27 21 -1 25 -24 -22 -18 -3 -20 -16 right_child=1 3 -4 -5 5 -7 -8 13 9 -11 -12 -13 -14 -15 15 -17 18 -19 19 -21 24 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=0.045123607590087988 3.2981578903931839 0.099053996205329897 15.332943358244719 -8.2414022598266605 -1.5855612256075884 3.2401272480111376 -13.996063457489013 1.1374473501841227 -4.3547969453985038 0.70954969259408796 2.0794662596962672 -2.7196284853178878 2.3684981379508971 -1.6354027843475343 -0.37661813044548031 2.9937105595680977 -0.0018543432736267225 7.6970211244666062 -2.0631415561529307 0.69571436182657875 -2.9291971502304079 2.5260091183790521 -0.40520557100122623 3.6016287746429443 -0.13563061305454799 -0.42219509706184077 -1.1545045215852801 -3.2920340726375583 -0.80086682462692271 leaf_weight=7724 26 32 27 20 37 38 20 30 22 26 33 29 20 32 25 31 354331 23 39 30 20 67 22 20 21 316 31 20 20 leaf_count=7724 26 32 27 20 37 38 20 30 22 26 33 29 20 32 25 31 354331 23 39 30 20 67 22 20 21 316 31 20 20 internal_value=0 0.986915 3.85226 -1.18496 -0.00109959 -1.71501 -3.49138 0.76753 -0.287186 -1.61161 0.375026 -1.04843 -0.198172 -0.293701 -0.000419151 0.886477 -0.000605025 0.080531 -0.00240363 -1.40935 0.0582667 0.0664584 -0.00205066 1.50281 -1.49835 -0.00222888 -0.517776 -2.47972 -0.565173 internal_weight=0 279 115 164 362853 144 106 88 144 48 96 86 57 62 362709 76 362633 7855 354778 89 7832 7791 354689 42 41 354647 63 59 45 internal_count=363132 279 115 164 362853 144 106 88 144 48 96 86 57 62 362709 76 362633 7855 354778 89 7832 7791 354689 42 41 354647 63 59 45 cat_boundaries=0 7 13 cat_threshold=1081344 0 0 0 0 0 128 1048576 0 64 38010880 8388736 71329792 is_linear=0 shrinkage=0.01 Tree=958 num_leaves=30 num_cat=2 split_feature=7 25 2 1 9 2 5 7 1 0 14 7 26 0 0 2 1 9 1 10 9 5 3 0 25 6 3 6 1 split_gain=2.66727e+06 1.79119e+07 4.296e+07 1.08896e+07 4.30593e+06 4.14745e+06 1.24274e+07 3.32006e+07 8.60984e+06 8.49139e+06 1.33377e+06 1.2272e+06 1.52597e+06 1.19738e+06 1.02614e+06 5.45681e+06 7.97503e+06 2.64148e+06 844799 717115 2.91247e+06 958516 5.32187e+06 844752 2.33218e+06 737795 465035 152444 2501.51 threshold=1941.9625000000003 0 2682.0900000000006 2781.5828000000006 213.86000000000004 2682.0900000000006 1146.4585000000004 46.905000000000008 962.58510000000012 1519.5755740000002 310.82999999999998 2822.9627650000007 2022.5000000000002 992.19979999999998 2778.6210000000005 27.046500000000005 32.44100000000001 16.583000000000002 104.01000000000001 3056.7500000000005 285.55675000000008 2871.8940000000007 411.39420000000001 561.94500000000005 1 2976.3936000000008 33.667500000000011 610.50250000000017 9.5972500000000007 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=5 2 4 11 -2 14 7 8 18 -8 -6 13 -13 27 19 16 -16 -17 -7 21 -21 23 28 25 -25 -1 -14 -3 -23 right_child=1 3 -4 -5 10 6 9 -9 -10 -11 -12 12 26 -15 15 17 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 leaf_value=-8.9672293999509963e-05 4.1757246238680992 0.15588579590256149 15.179613347936559 -8.1589883918762212 -2.0475573519504433 -1.5104445582798551 -1.6136351698095148 11.4434931014833 -7.8597566024116849 -10.303646807463272 0.89199165673091496 -3.5380735183897474 -1.262533050945827 2.4538121165399964 0.62655085247495901 -3.0887461050818952 8.1904227304458619 0.88284709207939382 1.0659304113388062 -1.318475575065613 3.3774367087227954 -0.63740840566477608 5.5288185465335848 0.50933606021087185 -0.34189828294352453 1.3098744876440183 0.86810706710815422 -0.89527620835737753 -0.49491475668820473 leaf_weight=360185 26 37 27 20 33 35 22 21 23 23 29 21 21 23 46 34 20 33 20 25 28 28 20 381 1844 43 20 22 22 leaf_count=360185 26 37 27 20 33 35 22 21 23 23 29 21 21 23 46 34 20 33 20 25 28 28 20 381 1844 43 20 22 22 internal_value=0 0.977046 3.81373 -1.17311 0.759855 -0.0010886 -1.69786 0.282747 -2.72207 -6.0552 -0.672607 -0.284314 -1.34598 0.518407 -0.000414959 0.877792 2.91863 -1.13259 -0.573581 -0.000737103 1.16238 -0.000907149 1.16915 -0.00113312 -0.195384 6.66966e-05 -0.223196 -0.236073 -0.574711 internal_weight=0 279 115 164 88 362853 144 99 78 45 62 144 62 82 362709 133 66 67 55 362576 53 362523 70 362453 2225 360228 41 59 50 internal_count=363132 279 115 164 88 362853 144 99 78 45 62 144 62 82 362709 133 66 67 55 362576 53 362523 70 362453 2225 360228 41 59 50 cat_boundaries=0 7 13 cat_threshold=1081344 0 0 0 0 0 128 263168 134545956 1572928 67174401 4211712 16384 is_linear=0 shrinkage=0.01 Tree=959 num_leaves=29 num_cat=2 split_feature=7 25 2 2 9 2 13 0 1 1 9 0 4 3 0 2 1 8 10 4 5 26 0 25 2 11 1 7 split_gain=2.61419e+06 1.75554e+07 4.21051e+07 1.0729e+07 4.22024e+06 4.06492e+06 1.23401e+07 3.5742e+07 2.38658e+06 4.97717e+06 1.27692e+06 1.19118e+06 1.85498e+06 1.20925e+06 1.00572e+06 5.34822e+06 7.81633e+06 3.38295e+06 702845 3.00092e+06 939441 5.25852e+06 827878 2.28658e+06 564698 267087 154329 39859.4 threshold=1941.9625000000003 0 2682.0900000000006 2682.0900000000006 213.86000000000004 2682.0900000000006 18.551250000000003 2778.6210000000005 1892.2623000000001 585.22500000000014 1600.0905700000001 1884.2950000000003 974.87180000000001 94.840350000000015 2778.6210000000005 27.046500000000005 32.44100000000001 86.277750000000012 3056.7500000000005 334.05380000000002 2871.8940000000007 2022.5000000000002 561.94500000000005 1 385.09140000000008 94.005500000000026 11.926500000000003 2822.9627650000007 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=5 2 4 11 -2 14 7 8 9 26 -6 12 13 27 18 16 -16 -17 20 -20 22 -22 24 -24 -1 -23 -7 -3 right_child=1 3 -4 -5 10 6 -8 -9 -10 -11 -12 -13 -14 -15 15 17 -18 -19 19 -21 21 25 23 -25 -26 -27 -28 -29 leaf_value=-0.0010023526758853422 4.1339674214216382 -0.40882465892367892 15.02781706068251 -7.7303470074046743 0.47462906962946838 -1.0190313684023342 3.2083263557835631 -15.474837591171266 -3.6595201396942141 4.44839001083374 -2.4716883524258932 1.8054211497306825 -2.8349617155667013 1.9954993375142416 0.62028514789498379 -3.2698404966081895 8.1085184602737428 1.2287450504302979 -0.93273477411270134 3.8683616687940514 5.075491523535355 -0.052708163833618163 0.50437297822893279 -0.33849774305705693 0.14679381666690705 -1.5634636527841741 -2.1874584050178529 -0.9069880671336733 leaf_weight=357624 26 36 27 22 38 26 38 20 20 20 24 24 29 24 46 35 20 32 30 23 23 25 381 1844 2604 22 20 29 leaf_count=357624 26 36 27 22 38 26 38 20 20 20 24 24 29 24 46 35 20 32 30 23 23 25 381 1844 2604 22 20 29 internal_value=0 0.967275 3.7756 -1.16138 0.752256 -0.00107767 -1.68088 -3.43362 -0.633332 0.283694 -0.665881 -0.225438 -0.638494 0.0772095 -0.000410764 0.869014 2.88945 -1.12126 -0.000729686 1.15076 -0.000898031 1.15746 -0.00112174 -0.193422 6.60296e-05 -0.75987 -1.52704 -0.631082 internal_weight=0 279 115 164 88 362853 144 106 86 66 62 142 118 89 362709 133 66 67 362576 53 362523 70 362453 2225 360228 47 46 65 internal_count=363132 279 115 164 88 362853 144 106 86 66 62 142 118 89 362709 133 66 67 362576 53 362523 70 362453 2225 360228 47 46 65 cat_boundaries=0 7 13 cat_threshold=1081344 0 0 0 0 0 128 263168 134545956 1572928 67174401 4211712 16384 is_linear=0 shrinkage=0.01 Tree=960 num_leaves=22 num_cat=0 split_feature=13 19 4 8 6 6 3 2 9 5 7 3 2 13 4 4 2 7 6 5 10 split_gain=3.1564e+06 6.89929e+06 1.48142e+07 3.16267e+06 2.92304e+07 2.77131e+06 9.65527e+06 2.5366e+06 1.39126e+06 1.32606e+06 9.84251e+06 1.02126e+06 800156 1.04623e+07 5.20017e+06 698464 4.17735e+06 553460 262521 89875.8 75463.9 threshold=3214.9168000000004 327.63850000000008 1116.5450000000003 2971.7767500000004 2976.3936000000008 2976.3936000000008 1282.3492500000004 873.09500000000014 487.08190000000008 2871.8940000000007 659.5150000000001 188.66375000000002 2682.0900000000006 33.349000000000011 7.273200000000001 2693.9010000000007 210.00800000000001 1538.3385000000001 133.84050000000002 19.843250000000001 24.190470000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 20 5 7 9 8 18 19 12 11 -11 15 14 -14 17 -17 -1 -5 -7 -2 right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=0.001389585424814337 -0.34844948232173922 3.0273561368669784 -9.9861017326686703 -0.14929615918327779 12.602249150276185 -0.23786376511273177 -7.0395951685458424 -3.3235386422702242 2.4365791206359866 -0.079649431996229217 5.9159300486246744 -2.712350586393605 1.3000179940578986 5.8395206303750324 -3.4211919873259791 1.236673092671803 -2.8718431054830553 0.44775152766447274 1.2945615494623781 -1.0960250758207761 0.52024995326995849 leaf_weight=362458 20 21 23 34 20 23 25 28 20 41 30 23 51 31 43 49 50 278 20 26 20 leaf_count=362458 20 21 23 34 20 23 25 28 20 41 30 23 51 31 43 49 50 278 20 26 20 internal_value=0 -1.93655 -3.59118 0.00213562 1.76276 0.0016411 -1.71517 -0.881023 0.213972 0.00208561 1.18966 -1.02578 0.00177805 0.801718 -0.859684 0.00150246 -0.838335 0.00173168 0.385466 -0.693215 0.0859002 internal_weight=0 84 63 363250 102 363148 94 82 69 363054 94 64 362960 125 94 362835 99 362736 54 49 40 internal_count=363334 84 63 363250 102 363148 94 82 69 363054 94 64 362960 125 94 362835 99 362736 54 49 40 is_linear=0 shrinkage=0.01 Tree=961 num_leaves=27 num_cat=0 split_feature=15 0 1 5 0 0 5 26 6 9 0 4 3 1 1 12 5 14 3 5 17 6 9 0 1 3 split_gain=2.19224e+06 3.94252e+06 2.70161e+06 1.68874e+07 1.7997e+07 1.21593e+07 4.19821e+06 2.56655e+06 2.31855e+06 1.82174e+07 2.76042e+06 1.74993e+06 4.57795e+06 2.87152e+06 2.56924e+06 1.54913e+06 1.1205e+06 582080 543436 3.13439e+06 1.7098e+06 991848 632271 681456 539088 40636.4 threshold=2869.3449000000005 992.19979999999998 2781.5828000000006 14.489570000000002 1519.5755740000002 2778.6210000000005 1908.1960000000001 2022.5000000000002 2976.3936000000008 1600.0905700000001 635.46050000000014 2693.9010000000007 991.56000000000017 190.81250000000003 1461.4925000000003 117.19185000000002 147.97662000000003 943.12925000000007 1282.3492500000004 1908.1960000000001 10.576334500000002 1324.2200000000003 1972.2770000000003 2778.6210000000005 962.58510000000012 11.958600000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 17 8 4 7 6 15 -4 11 10 16 18 13 25 -14 -5 -10 -2 22 20 -20 -21 23 -1 -24 -13 right_child=1 -3 3 5 -6 -7 -8 -9 9 -11 -12 12 14 -15 -16 -17 -18 -19 19 21 -22 -23 24 -25 -26 -27 leaf_value=0.0010227813554059785 -1.1317152217718272 -4.6782931668417795 3.7394994201660157 0.41414003458991644 12.506185298616236 -7.9836727385087443 3.8233358845710756 -0.94369452649896801 -0.51504153468779157 10.047132984161378 -3.1746465648923601 -0.63776101033203303 -1.4209435399373374 3.5704636431932451 -6.1520706197619441 -3.2700543005125868 2.5840327782630919 0.94617556376116607 0.3620465600784189 4.3930331968177452 -1.2053099303940933 1.3546963791620164 -0.3817468128204346 0.91835157103008702 -2.0235270019531253 -1.1960613848946311 leaf_weight=362135 26 28 25 25 22 22 25 22 28 20 28 32 24 20 22 21 20 28 406 22 84 21 100 81 25 22 leaf_count=362135 26 28 25 25 22 22 25 22 28 20 28 32 24 20 22 21 20 28 406 22 84 21 100 81 25 22 internal_value=0 -1.63322 0.0020396 1.29313 5.04148 -1.4879 0.52487 1.54737 0.00146355 1.55533 -0.67935 0.0010526 -1.20634 0.333616 -3.68366 -1.26777 0.776239 -0.0542904 0.00145188 0.320526 0.0933569 2.90919 0.000982523 0.00122792 -0.710103 -0.865217 internal_weight=0 82 363252 162 69 93 71 47 363090 96 76 362994 120 74 46 46 48 54 362874 533 490 43 362341 362216 125 54 internal_count=363334 82 363252 162 69 93 71 47 363090 96 76 362994 120 74 46 46 48 54 362874 533 490 43 362341 362216 125 54 is_linear=0 shrinkage=0.01 Tree=962 num_leaves=22 num_cat=0 split_feature=13 19 12 8 6 6 3 2 9 5 7 3 2 13 3 12 5 9 12 6 5 split_gain=3.07764e+06 6.79062e+06 1.25666e+07 3.11149e+06 2.86699e+07 2.72949e+06 9.39942e+06 2.48617e+06 1.33578e+06 1.29567e+06 9.64071e+06 1.00504e+06 766443 1.02727e+07 4.51143e+06 505113 1.37125e+06 764272 265034 258167 91133.9 threshold=3214.9168000000004 327.63850000000008 3113.0710000000004 2971.7767500000004 2976.3936000000008 2976.3936000000008 1282.3492500000004 873.09500000000014 487.08190000000008 2871.8940000000007 659.5150000000001 188.66375000000002 2682.0900000000006 33.349000000000011 991.56000000000017 2107.0655000000002 842.25950000000023 1972.2770000000003 285.16700000000009 133.84050000000002 19.843250000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 18 5 7 9 8 19 20 12 11 -11 15 14 -14 17 -17 -1 -2 -5 -7 right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=0.0015417150031097825 0.39866310460226878 3.0124093900408067 -9.86996572585333 -0.14636900116415585 12.483488481163979 -0.22917835772037506 -6.9556082847595215 -3.2880079453332081 2.3790452221632004 -0.078089280593685986 5.8535013631184896 -2.6898018957220988 0.6016783150159396 5.7765926570277069 -4.1414563014589509 0.044418582014449232 2.7399373528003692 -0.79007882492952664 -1.1900881022498722 1.2854644932746888 -1.0933247707440303 leaf_weight=362611 21 21 21 34 20 23 25 28 20 41 30 23 65 31 29 77 25 122 21 20 26 leaf_count=362611 21 21 21 34 20 23 25 28 20 41 30 23 65 31 29 77 25 122 21 20 26 internal_value=0 -1.91225 -3.5538 0.00209641 1.74841 0.00160591 -1.7022 -0.869896 0.201208 0.00204705 1.17594 -1.01667 0.00174304 0.78465 -0.861629 0.00147332 0.705085 0.00127546 -0.395712 0.38394 -0.687705 internal_weight=0 84 63 363250 102 363148 94 82 69 363054 94 64 362960 125 94 362835 102 362733 42 54 49 internal_count=363334 84 63 363250 102 363148 94 82 69 363054 94 64 362960 125 94 362835 102 362733 42 54 49 is_linear=0 shrinkage=0.01 Tree=963 num_leaves=23 num_cat=0 split_feature=13 1 1 5 8 5 2 26 6 17 10 4 2 1 5 2 17 13 14 15 2 10 split_gain=3.01639e+06 7.13497e+06 4.37524e+06 1.34919e+07 1.60043e+07 1.40427e+07 2.1358e+06 7.14048e+06 1.81267e+06 1.2041e+07 2.86206e+06 1.73456e+06 6.36402e+06 3.70135e+06 1.55459e+06 1.44418e+06 843730 788762 632586 589857 498692 247492 threshold=3214.9168000000004 2781.5828000000006 2781.5828000000006 14.489570000000002 27.497500000000006 2871.8940000000007 486.17193650000007 2022.5000000000002 2976.3936000000008 18.716991000000004 941.87500000000011 2693.9010000000007 287.03350000000006 53.904000000000003 194.43750000000003 1827.1555000000001 3600.16113 2172.3225000000007 784.87910000000022 933.03750000000002 14.222000000000001 856.19400000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 19 8 6 -5 21 7 -4 11 10 14 16 13 -13 -10 -14 17 20 -19 -2 -1 -6 right_child=1 -3 3 4 5 -7 -8 -9 9 -11 -12 12 15 -15 -16 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.00226970745241865 0.66658355279402304 -7.1066467952728276 7.2306713330304184 -6.5679634092224299 -0.44510145473480223 9.0308688392639151 7.652785673595611 -0.5441909176962717 -0.08623925743279634 8.2742461667060851 2.5526981440457432 -0.68677353604537683 -2.3979641238186096 4.5605526967048649 -3.5468940466955305 -5.6977559262230288 1.9166236253406692 -0.36807197686397675 -2.6219264602661134 -1.2544077750175229 0.038528418492608706 -2.0182903816699982 leaf_weight=329847 33 20 27 32 20 20 21 21 27 20 22 41 36 20 25 21 23 33 20 31 32954 20 leaf_count=329847 33 20 27 32 20 20 21 21 27 20 22 41 36 20 25 21 23 33 20 31 32954 20 internal_value=0 -1.89312 0.00207545 1.65021 -0.856797 2.18916 4.99288 3.82917 0.00134464 1.38982 -0.47083 0.000985084 -1.21124 1.03366 -1.75002 -3.61368 0.00137927 0.00125787 -1.21858 -0.263897 0.00143607 -1.2317 internal_weight=0 84 363250 161 92 60 69 48 363089 94 74 362995 118 61 52 57 362877 362854 53 64 362801 40 internal_count=363334 84 363250 161 92 60 69 48 363089 94 74 362995 118 61 52 57 362877 362854 53 64 362801 40 is_linear=0 shrinkage=0.01 Tree=964 num_leaves=29 num_cat=2 split_feature=13 1 1 5 0 8 5 26 0 4 3 7 4 3 1 1 20 1 24 5 1 5 24 15 4 1 2 3 split_gain=2.95637e+06 6.99298e+06 4.28818e+06 1.32235e+07 1.75553e+07 1.56858e+07 1.37632e+07 2.43883e+06 1.03281e+06 7.57636e+06 4.59327e+06 1.81344e+07 2.9882e+06 2.68388e+06 1.88067e+06 1.03408e+07 2.20063e+06 2.16069e+06 1.38433e+06 650424 1.25748e+06 4.85149e+06 977298 578118 568955 801893 526876 350155 threshold=3214.9168000000004 2781.5828000000006 2781.5828000000006 14.489570000000002 1519.5755740000002 27.497500000000006 2871.8940000000007 2022.5000000000002 992.19979999999998 2693.9010000000007 2725.8677800000005 762.97500000000002 32.804000000000009 1890.7105500000002 326.39850000000001 384.69825000000009 297.77500000000003 786.89439000000004 0 155.08350000000004 1256.4300000000001 305.32623000000007 1 933.03750000000002 1888.1190000000004 5.8897500000000003 2682.0900000000006 991.56000000000017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 left_child=2 23 8 4 7 -5 27 -4 10 14 19 12 -12 -11 16 -16 18 -17 -10 24 22 -22 -21 -2 26 -26 -1 -7 right_child=1 -3 3 5 -6 6 -8 -9 9 13 11 -13 -14 -15 15 17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 leaf_value=-0.00014002394204754603 0.65991766770680738 -7.0355806579589846 3.6288668762207035 -6.5022837728261953 12.315497346357866 -0.28375810146331787 8.9405601310729974 -0.93632185827602044 -0.094707416494337601 -1.8639037159214848 1.3893313876065341 10.125216538689354 -3.2481229735910895 -6.6948509382164989 6.2429884229387556 -1.0358435058929552 2.5971401483362371 0.48792318686180641 -1.1009931147952943 -0.065740656647026358 5.2217576937053511 0.25842649778419169 0.17217340760573183 -1.241863705112088 -0.18479138328478886 -2.2350729006308097 1.0587094879150392 -2.1549998433589934 leaf_weight=354505 33 20 25 32 22 20 20 22 274 23 33 22 24 23 28 142 22 270 283 2906 23 137 4235 31 65 27 47 20 leaf_count=354505 33 20 25 32 22 20 20 22 274 23 33 22 24 23 28 142 22 270 283 2906 23 137 4235 31 65 27 47 20 internal_value=0 -1.87419 0.0020547 1.6337 4.94295 -0.848229 2.16727 1.49197 0.00133119 -0.309623 0.00224596 2.41326 -0.563281 -4.27938 -0.13042 0.362394 -0.504924 -0.0372585 -0.627447 0.00171972 0.0951488 0.971905 0.0755043 -0.261258 -0.000203692 -0.786504 3.38902e-07 -1.21938 internal_weight=0 84 363250 161 69 92 60 47 363089 1065 362024 79 57 46 1019 440 579 412 557 361945 7301 160 7141 64 354644 92 354552 40 internal_count=363334 84 363250 161 69 92 60 47 363089 1065 362024 79 57 46 1019 440 579 412 557 361945 7301 160 7141 64 354644 92 354552 40 cat_boundaries=0 1 2 cat_threshold=1323 2213 is_linear=0 shrinkage=0.01 Tree=965 num_leaves=29 num_cat=2 split_feature=2 7 13 6 3 3 0 2 26 8 13 8 7 3 25 1 10 25 7 1 1 4 7 0 2 8 1 4 split_gain=7.56301e+06 1.68389e+07 2.68835e+07 9.9069e+06 1.18168e+07 3.31661e+06 1.32216e+06 5.38374e+06 5.41053e+06 2.73422e+06 3.00163e+06 621973 966422 734106 3.27736e+06 1.1886e+07 2.85341e+06 1.94242e+06 1.90851e+06 1.78187e+06 1.7325e+06 2.62962e+06 1.51722e+06 879668 1.05358e+06 729653 519783 282430 threshold=2682.0900000000006 1941.9625000000003 942.81900000000007 316.16370000000001 571.90530000000001 1493.1141200000004 2778.6210000000005 27.046500000000005 2022.5000000000002 86.277750000000012 23.508500000000002 2971.7767500000004 762.97500000000002 373.20250000000004 0 962.58510000000012 148.74825000000001 1 610.83000000000004 733.85806350000018 860.12500000000011 1522.8167500000002 287.701075 1519.5755740000002 310.92971250000005 1973.6620000000003 289.85000000000008 33.890000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 26 -5 11 8 -8 -9 -11 13 27 20 15 16 -15 19 -19 -16 23 22 -22 25 -25 -1 -2 -13 right_child=1 2 -4 5 -6 -7 7 9 -10 10 -12 12 -14 14 17 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 leaf_value=-0.0004116282119483652 0.49477653809956146 13.442371939250402 -1.7375431976318358 -0.85599841471071603 7.7891628802264181 -5.9651028239727024 5.7037821282280809 -2.790785553250994 -0.50534806697264967 3.2270586941792416 -1.5780915920551006 -0.70882166883219844 -2.2272316990792751 -0.082090113097132905 -0.24435333078018073 7.174101892471314 2.7571850915388625 0.059030992241082637 0.81456728033325332 -1.8332082439631949 -0.38273333340883253 3.0952615756988524 -1.6343042752639108 -1.0449225344625459 1.1042362276713054 1.1514759913357822 -1.4639195518493653 0.89519177754720047 leaf_weight=358349 42 28 20 27 27 24 36 35 23 26 26 23 32 181 507 30 44 2177 395 82 614 20 115 147 27 55 20 21 leaf_count=358349 42 28 20 27 27 24 36 35 23 26 26 23 32 181 507 30 44 2177 395 82 614 20 115 147 27 55 20 21 internal_value=0 2.00623 7.11741 0.253823 2.26752 -3.26028 -3.124e-06 0.95143 3.28327 -0.629935 0.824484 -0.000385985 -0.904938 -0.000196468 0.145707 1.21389 0.473146 0.0555201 0.174386 -0.45778 -0.00158352 -0.482027 -0.580169 -0.00057997 -0.711432 -0.000234862 -0.137061 0.0567302 internal_weight=0 188 48 140 89 51 362965 146 59 87 52 362819 76 362743 3416 255 225 3161 2572 589 359327 749 729 358578 174 358404 62 44 internal_count=363153 188 48 140 89 51 362965 146 59 87 52 362819 76 362743 3416 255 225 3161 2572 589 359327 749 729 358578 174 358404 62 44 cat_boundaries=0 5 10 cat_threshold=16384 134218752 80 0 8406016 75760128 548 101712384 40173601 4196352 is_linear=0 shrinkage=0.01 Tree=966 num_leaves=38 num_cat=5 split_feature=3 6 13 8 6 12 0 3 25 1 24 19 20 25 19 1 25 0 0 12 0 26 13 8 3 6 17 4 0 3 12 25 1 12 4 1 3 split_gain=6.72063e+06 1.82166e+07 2.04495e+07 1.57733e+07 3.00366e+07 5.04264e+06 1.07114e+06 687403 3.79687e+06 1.58585e+07 2.30471e+06 3.36135e+06 2.33988e+06 2.23164e+06 1.90773e+06 1.69521e+06 1.04825e+07 1.48083e+07 6.54252e+06 2.58032e+06 2.08279e+06 3.74994e+06 1.7448e+06 1.5652e+06 1.46467e+06 1.24646e+06 1.32407e+06 853048 506122 754436 499063 8.16753e+06 644776 422860 45971.2 12078.3 7766.85 threshold=2725.8677800000005 2976.3936000000008 942.81900000000007 44.996000000000009 27.231250000000006 180.47315000000003 1884.2950000000003 373.20250000000004 0 555.56875000000014 1 1352.1000000000001 322.00968000000006 2 832.05000000000007 962.58510000000012 3 33.002500000000005 1884.2950000000003 1017.6685000000001 2778.6210000000005 2022.5000000000002 279.2602500000001 14.661000000000001 698.94000000000005 747.89455000000009 764.58199999999999 1522.8167500000002 688.40820000000008 19.643625000000004 163.29990000000001 4 786.89439000000004 584.10300000000018 42.549700000000009 1256.4300000000001 648.27500000000009 decision_type=2 2 2 2 2 2 2 2 9 2 1 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=7 3 -3 4 6 -5 -2 15 9 23 14 12 13 -12 25 20 17 35 19 22 27 -22 -18 34 -14 26 -10 30 29 -29 32 -32 -1 -27 36 -17 -9 right_child=1 2 -4 5 -6 -7 -8 8 10 -11 11 -13 24 -15 -16 16 18 -19 -20 -21 21 -23 -24 -25 -26 33 -28 28 -30 -31 31 -33 -34 -35 -36 -37 -38 leaf_value=-0.0019081758926700599 0.43277762486384469 14.041877742850263 0.2158839120864868 -0.29995916962623598 13.648592588424684 -6.2867997848812278 -2.4136549415588382 -0.67621806769535453 -0.22162999937200545 9.0553016108036033 0.46224823893016165 3.497034319908388 -0.064323485403349909 -0.16979202682071776 -3.4420368952751161 -0.39892704918271021 -0.71746163548758402 7.2627394741773603 -4.9344365966610795 2.5709553389115771 3.9688509596718684 -0.69804838267239666 -2.6603474477621227 2.3749516578342607 -2.9440436142369322 -1.5004647187353339 2.1253065177917483 -0.85475289507095631 -2.0539073380180026 0.67326453890911364 2.6590749566476855 0.029302825805026637 0.53477439306809438 -0.22817735447202409 -0.2277810541788737 -0.69639277037137592 -0.92538897774436257 leaf_weight=354574 39 23 20 24 20 34 20 29 625 25 1547 31 33 868 20 21 416 40 41 22 36 33 52 23 38 103 25 130 23 43 112 3722 224 35 21 39 22 leaf_count=354574 39 23 20 24 20 34 20 29 625 25 1547 31 33 868 20 21 416 40 41 22 36 33 52 23 38 103 25 130 23 43 112 3722 224 35 21 39 22 internal_value=0 1.93282 7.61118 0.150561 3.05794 -3.80949 -0.532115 6.71365e-05 0.140653 1.81734 0.074451 0.223607 0.183687 0.236291 -0.387238 -0.00127995 -0.519145 2.31793 -1.07681 -0.776002 -0.000369463 1.73686 -0.933338 0.103912 -1.60558 -0.314619 -0.131363 -0.000703519 -0.660242 -0.474957 -0.000343067 0.113136 -0.00156934 -1.17778 -0.621559 -0.59228 -0.783704 internal_weight=0 180 43 137 79 58 59 362973 3445 120 3325 2517 2486 2415 808 359528 631 100 531 490 358897 69 468 95 71 788 650 358828 196 173 358632 3834 354798 138 72 60 51 internal_count=363153 180 43 137 79 58 59 362973 3445 120 3325 2517 2486 2415 808 359528 631 100 531 490 358897 69 468 95 71 788 650 358828 196 173 358632 3834 354798 138 72 60 51 cat_boundaries=0 3 4 11 18 23 cat_threshold=0 134217728 80 648 134268416 66560 134222081 1141899264 8410112 16386 132 2148532224 262144 0 0 2048 0 4 8388608 512 0 0 4160 is_linear=0 shrinkage=0.01 Tree=967 num_leaves=29 num_cat=2 split_feature=2 7 13 5 7 4 0 2 26 8 13 26 8 11 3 25 1 15 25 7 1 1 4 7 0 2 8 26 split_gain=7.35132e+06 1.63844e+07 2.61405e+07 1.37101e+07 1.71847e+07 3.49229e+06 1.27579e+06 5.27126e+06 5.26056e+06 2.69793e+06 2.92099e+06 1.02252e+06 619259 979484 703496 3.18259e+06 1.15672e+07 2.69103e+06 1.89036e+06 1.91623e+06 1.70534e+06 1.6804e+06 2.57506e+06 1.48361e+06 860379 1.03499e+06 714877 324477 threshold=2682.0900000000006 1941.9625000000003 942.81900000000007 1561.8224400000001 46.905000000000008 7.273200000000001 2778.6210000000005 27.046500000000005 2022.5000000000002 86.277750000000012 23.508500000000002 2022.5000000000002 2971.7767500000004 1230.4050000000002 373.20250000000004 0 962.58510000000012 74.41200000000002 1 610.83000000000004 733.85806350000018 860.12500000000011 1522.8167500000002 287.701075 1519.5755740000002 310.92971250000005 1973.6620000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 5 11 12 8 -8 -9 -11 -2 14 27 21 16 17 -16 20 -20 -17 24 23 -23 26 -26 -1 -14 right_child=1 2 -4 -5 -6 -7 7 9 -10 10 -12 -13 13 -15 15 18 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 leaf_value=-0.00039839735371328033 2.6500720901489259 13.256632006508966 -1.7120537261962891 -5.0695371760262384 9.5120439497629796 -2.8332881501515708 5.6286725870768226 -2.7766312070574077 -0.49380066094191177 3.1846499373362618 -1.5555147889944223 -0.26899657011032108 -1.1601744157075882 -2.6262801862799603 0.0030139150669437433 -0.26187820395970357 7.0748932787577319 3.0564869151395908 0.047010163184085733 0.80053171702406634 -1.86092286080122 -0.37660111840074151 3.0652685680389404 -1.6142288765285326 -1.0341148501675146 1.0959963501824275 1.1397667397585782 0.45402871276393081 leaf_weight=358349 30 28 20 36 24 30 36 35 23 26 26 20 20 23 191 401 30 34 2284 396 80 614 20 115 147 27 55 33 leaf_count=358349 30 28 20 36 24 30 36 35 23 26 26 20 20 23 191 401 30 34 2284 396 80 614 20 115 147 27 55 33 internal_value=0 1.97795 7.01968 0.249352 2.09051 -0.135955 -8.27107e-06 0.934591 3.24195 -0.630168 0.814568 1.48244 -0.000384358 -0.90296 -0.000195255 0.142634 1.19526 0.464428 0.0537669 0.157763 -0.517081 -0.00155308 -0.474718 -0.571837 -0.000564734 -0.70358 -0.00022343 -0.155105 internal_weight=0 188 48 140 104 80 362965 146 59 87 52 50 362819 76 362743 3416 255 225 3161 2680 481 359327 749 729 358578 174 358404 53 internal_count=363153 188 48 140 104 80 362965 146 59 87 52 50 362819 76 362743 3416 255 225 3161 2680 481 359327 749 729 358578 174 358404 53 cat_boundaries=0 5 10 cat_threshold=16384 134218752 80 0 8406016 75760128 548 68157440 40173568 4196352 is_linear=0 shrinkage=0.01 Tree=968 num_leaves=29 num_cat=2 split_feature=2 10 7 4 12 8 0 2 26 8 13 1 8 7 3 25 1 10 25 7 1 1 4 7 1 26 0 4 split_gain=7.20503e+06 1.6486e+07 1.09437e+08 6.35826e+06 5.09946e+06 6.28457e+06 1.2504e+06 5.16636e+06 5.15588e+06 2.64424e+06 2.86286e+06 810439 606935 948391 689496 3.11926e+06 1.1337e+07 2.75633e+06 1.85384e+06 1.83137e+06 1.71282e+06 1.64696e+06 2.52382e+06 1.45408e+06 849919 2.78762e+06 1.66797e+06 276093 threshold=2682.0900000000006 11.273000000000001 46.905000000000008 7.273200000000001 321.25325000000009 2971.7767500000004 2778.6210000000005 27.046500000000005 2022.5000000000002 86.277750000000012 23.508500000000002 54.82800000000001 2971.7767500000004 762.97500000000002 373.20250000000004 0 962.58510000000012 148.74825000000001 1 610.83000000000004 733.85806350000018 860.12500000000011 1522.8167500000002 287.701075 786.89439000000004 2022.5000000000002 1519.5755740000002 33.890000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=6 2 3 11 -3 -6 12 8 -8 -9 -11 -2 14 27 21 16 17 -16 20 -20 -17 24 23 -23 26 -26 -1 -14 right_child=1 4 -4 -5 5 -7 7 9 -10 10 -12 -13 13 -15 15 18 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 leaf_value=-0.00036597705752280534 3.0424862155914312 -4.3717244238011981 23.344232478141784 -4.0819826931423613 -3.0823297095298767 4.1607726707458497 5.5723858091566294 -2.7488649339675901 -0.48886264210161956 3.1528034114837649 -1.5399595766801102 0.36493728931133562 -0.69819063774917445 -2.2038308826088904 -0.085925881032785659 -0.23896374668668829 7.0041441132227575 2.7046325813640251 0.056350223954902176 0.7964601964467688 -1.7967289159356095 -0.37283510085911237 3.0346162014007572 -1.5980866004280423 2.3054250842813522 -0.78723901870033952 -0.9882360836079247 0.88772557122366769 leaf_weight=358290 20 34 24 36 23 25 36 35 23 26 26 26 23 32 181 507 30 44 2177 395 82 614 20 115 62 55 171 21 leaf_count=358290 20 34 24 36 23 25 36 35 23 26 26 26 23 32 181 507 30 44 2177 395 82 614 20 115 62 55 171 21 internal_value=0 1.95817 4.56272 -0.934308 -1.40869 0.690119 -8.18837e-06 0.925245 3.20953 -0.623866 0.806422 1.52909 -0.000380514 -0.893931 -0.000193302 0.141208 1.1833 0.459783 0.0532292 0.169356 -0.448224 -0.00153755 -0.469971 -0.566119 -0.000559086 0.851609 -0.00083723 0.0587239 internal_weight=0 188 106 82 82 48 362965 146 59 87 52 46 362819 76 362743 3416 255 225 3161 2572 589 359327 749 729 358578 117 358461 44 internal_count=363153 188 106 82 82 48 362965 146 59 87 52 46 362819 76 362743 3416 255 225 3161 2572 589 359327 749 729 358578 117 358461 44 cat_boundaries=0 5 10 cat_threshold=16384 134218752 80 0 8406016 75760128 548 101712384 40173601 4196352 is_linear=0 shrinkage=0.01 Tree=969 num_leaves=29 num_cat=3 split_feature=2 10 3 12 8 1 0 0 2 26 8 13 8 11 3 25 1 10 25 5 1 1 4 25 1 26 0 26 split_gain=7.06165e+06 1.6158e+07 5.78523e+07 4.99798e+06 6.15951e+06 2.58477e+06 2.24526e+06 1.22552e+06 5.06355e+06 5.05327e+06 2.59162e+06 2.80589e+06 594857 948273 675775 3.05719e+06 1.11114e+07 2.70148e+06 1.81743e+06 1.82586e+06 1.63867e+06 1.61419e+06 2.47359e+06 1.31037e+06 833006 2.73215e+06 1.63478e+06 319976 threshold=2682.0900000000006 11.273000000000001 2725.8677800000005 321.25325000000009 2971.7767500000004 1892.2623000000001 190.45082400000004 2778.6210000000005 27.046500000000005 2022.5000000000002 86.277750000000012 23.508500000000002 2971.7767500000004 1230.4050000000002 373.20250000000004 0 962.58510000000012 148.74825000000001 1 2871.8940000000007 733.85806350000018 860.12500000000011 1522.8167500000002 2 786.89439000000004 2022.5000000000002 1519.5755740000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 9 2 2 2 2 left_child=7 2 5 -3 -5 6 -2 12 9 -9 -10 -12 14 27 21 16 17 -16 20 -20 -17 24 23 -23 26 -26 -1 -14 right_child=1 3 -4 4 -6 -7 -8 8 10 -11 11 -13 13 -15 15 18 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 leaf_value=-0.00036231730271039215 0.11742732405662537 -4.3280072509541228 18.172630519866942 -3.0515064626672994 4.1191644603729252 -2.6056199417114261 4.0947264515269888 5.5166617563035754 -2.7213762418201992 -0.48397402804830797 3.1212754601698656 -1.524560016485361 -1.1472217751666904 -2.5806325083193573 -0.085066622159757674 -0.25686978066725624 6.9341028327147169 2.6775862858512189 0.12842416128361397 2.695483501808984 -1.8243463314026593 -1.0409567870292813 3.0042697792053223 -0.17591499370051708 2.282370902684427 -0.77936662656610667 -0.97835371225898027 0.45574648943814366 leaf_weight=358290 40 34 24 23 25 20 22 36 35 23 26 26 20 23 181 401 30 44 2652 28 80 310 20 419 62 55 171 33 leaf_count=358290 40 34 24 23 25 20 22 36 35 23 26 26 20 23 181 401 30 44 2652 28 80 310 20 419 62 55 171 33 internal_value=0 1.93859 4.51709 -1.39461 0.683218 0.52035 1.52873 -8.1065e-06 0.915992 3.17743 -0.617627 0.798358 -0.000376709 -0.884991 -0.000191369 0.139796 1.17147 0.455186 0.0526969 0.154667 -0.507032 -0.00152218 -0.465271 -0.560458 -0.000553496 0.843093 -0.000828858 -0.149147 internal_weight=0 188 106 82 48 82 62 362965 146 59 87 52 362819 76 362743 3416 255 225 3161 2680 481 359327 749 729 358578 117 358461 53 internal_count=363153 188 106 82 48 82 62 362965 146 59 87 52 362819 76 362743 3416 255 225 3161 2680 481 359327 749 729 358578 117 358461 53 cat_boundaries=0 5 10 17 cat_threshold=16384 134218752 80 0 8406016 75760128 548 68157440 40173568 4196352 1081344 0 4432 0 0 0 128 is_linear=0 shrinkage=0.01 Tree=970 num_leaves=29 num_cat=1 split_feature=1 12 5 10 3 2 26 6 9 3 5 7 1 7 1 12 24 0 0 6 6 2 6 0 3 5 13 11 split_gain=2.11314e+06 4.06633e+06 9.31851e+06 6.83542e+06 5.80963e+06 5.53206e+06 3.16942e+06 2.64154e+06 1.04434e+07 3.80059e+06 6.86491e+06 2.20588e+06 1.51994e+06 1.47929e+06 2.49051e+06 600457 1.3735e+06 2.13956e+06 891676 816294 626604 610043 1.91587e+06 2.6093e+06 823508 3.55709e+06 899748 486995 threshold=2781.5828000000006 1017.6685000000001 2871.8940000000007 148.74825000000001 748.6165000000002 1827.1555000000001 2022.5000000000002 2976.3936000000008 1972.2770000000003 2725.8677800000005 1561.8224400000001 214.04124800000002 631.04475000000014 287.701075 20.430175000000002 1324.2200000000003 0 992.19979999999998 134.27105550000002 576.6450000000001 698.40204000000006 2682.0900000000006 118.65100000000002 688.40820000000008 1282.3492500000004 1908.1960000000001 942.81900000000007 734.30050000000017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 6 -6 -2 9 13 15 11 12 -11 14 -9 21 17 19 27 -17 -20 24 23 -23 26 -26 -1 -18 right_child=1 2 -4 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15 -16 16 18 -19 20 -21 -22 22 -24 -25 25 -27 -28 -29 leaf_value=-0.0010408977133679093 -4.3703718732532701 -3.1203337265196303 6.1926006455854941 -5.5681960951315386 6.0795528607368468 -0.97654432296752935 0.16070623416167037 -0.57365669458143176 8.0854180719554432 -0.662810309210489 -7.1407354793548592 -2.7950301060532081 2.6740171452760695 -1.4051022144367822 3.9525422229766844 0.27367791313937928 0.020506563658515612 3.3331973893301829 -2.4798423713445663 -1.9254797258831207 -0.80731711989357369 -1.1255910054842633 -2.7996961480379103 3.1006682986304872 0.19683164913367623 3.8852474648611888 0.46317875467704239 -1.4825072239185202 leaf_weight=361272 38 21 22 37 20 25 26 31 20 43 20 33 20 38 20 86 84 21 48 21 42 48 32 21 395 28 418 29 leaf_count=361272 38 21 22 37 20 25 26 31 20 43 20 33 20 38 20 86 84 21 48 21 42 48 32 21 395 28 418 29 internal_value=0 -1.05837 1.64442 -1.85439 -0.593746 2.1595 -2.52962 -0.000705705 1.5558 -0.00117352 -1.81096 -0.700588 0.3965 0.0884674 1.20132 -0.000594462 -0.426319 0.384771 -0.911784 -0.157932 -1.69933 -0.000205425 -0.777273 0.160662 1.1314e-05 0.440982 -0.000504406 -0.365223 internal_weight=0 189 43 146 109 45 64 362770 109 362661 116 96 63 89 51 362545 331 128 203 107 90 362214 101 69 362113 423 361690 113 internal_count=362959 189 43 146 109 45 64 362770 109 362661 116 96 63 89 51 362545 331 128 203 107 90 362214 101 69 362113 423 361690 113 cat_boundaries=0 1 cat_threshold=2822 is_linear=0 shrinkage=0.01 Tree=971 num_leaves=29 num_cat=1 split_feature=1 12 13 10 3 2 26 6 9 3 7 11 1 7 1 12 24 1 11 2 6 3 3 21 13 1 20 12 split_gain=2.07109e+06 3.98541e+06 9.36852e+06 6.6994e+06 5.69402e+06 5.42197e+06 3.10635e+06 2.58897e+06 1.02356e+07 3.72496e+06 5.95964e+06 5.46673e+06 1.46952e+06 1.44986e+06 2.44095e+06 588508 1.34616e+06 1.37131e+06 856070 597903 1.87774e+06 2.51132e+06 807120 4.59976e+06 881843 576849 372739 38897.8 threshold=2781.5828000000006 1017.6685000000001 3214.9168000000004 148.74825000000001 748.6165000000002 1827.1555000000001 2022.5000000000002 2976.3936000000008 1972.2770000000003 2725.8677800000005 214.04124800000002 557.51450000000011 38.344500000000004 287.701075 20.430175000000002 1324.2200000000003 0 962.58510000000012 11.955 2682.0900000000006 118.65100000000002 138.47650000000002 1282.3492500000004 94.555750000000018 942.81900000000007 384.69825000000009 11.558000000000002 2107.0655000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 6 -6 -2 9 13 15 12 -12 -11 14 -9 19 17 26 27 22 21 -21 24 -24 -1 -20 -17 -18 right_child=1 2 -4 -5 5 -7 -8 8 -10 10 11 -13 -14 -15 -16 16 18 -19 25 20 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.0010304887608706017 -4.3266681093918651 5.9806150212495224 -3.3775519523620607 -5.5125143015062488 6.0187575531005857 -0.9667788185119629 0.15909919812129095 -0.56792013162566768 8.004564511299133 -1.3580860489606859 -8.4467251777648933 -1.697199965953827 1.6276106817582077 -1.3910511112213135 3.9130167260169983 -0.33084737920213025 0.21143875194758907 2.7470705738521759 -0.74265211676208065 -1.1028178518017133 -2.7716992282867432 3.0433363923572361 0.19232115351425441 4.8886043721979311 0.45854694899831094 -2.0219224308729173 1.1831315450668336 -0.31780619730552034 leaf_weight=361272 38 23 20 37 20 25 26 31 20 32 20 30 34 38 20 87 41 21 71 48 32 21 401 22 418 70 20 21 leaf_count=361272 38 23 20 37 20 25 26 31 20 32 20 30 34 38 20 87 41 21 71 48 32 21 401 22 418 70 20 21 internal_value=0 -1.04778 1.62798 -1.83585 -0.587809 2.1379 -2.50433 -0.000698648 1.54024 -0.00116179 -1.79285 -4.39701 0.18 0.0875828 1.18931 -0.000588517 -0.422056 0.380923 -0.902666 -0.00020337 -0.769501 0.159055 1.12008e-05 0.436572 -0.000499362 -1.37775 -0.0478607 0.0321784 internal_weight=0 189 43 146 109 45 64 362770 109 362661 116 50 66 89 51 362545 331 128 203 362214 101 69 362113 423 361690 141 107 62 internal_count=362959 189 43 146 109 45 64 362770 109 362661 116 50 66 89 51 362545 331 128 203 362214 101 69 362113 423 361690 141 107 62 cat_boundaries=0 1 cat_threshold=2822 is_linear=0 shrinkage=0.01 Tree=972 num_leaves=28 num_cat=1 split_feature=1 12 5 26 3 3 5 6 9 3 5 7 1 7 1 12 15 24 0 4 8 1 4 14 14 2 16 split_gain=2.02988e+06 3.9061e+06 9.1982e+06 6.68047e+06 2.4559e+07 1.27248e+07 5.58123e+06 2.53745e+06 1.00319e+07 3.65083e+06 6.6757e+06 2.1e+06 1.47096e+06 1.421e+06 2.39238e+06 576796 1.33963e+06 1.02542e+06 1.37442e+06 662766 2.00797e+06 3.24977e+06 991877 567535 539248 483918 373663 threshold=2781.5828000000006 1017.6685000000001 2871.8940000000007 2022.5000000000002 511.93300000000005 571.90530000000001 1146.4585000000004 2976.3936000000008 1972.2770000000003 2725.8677800000005 1561.8224400000001 214.04124800000002 631.04475000000014 287.701075 20.430175000000002 1324.2200000000003 1582.5954300000001 0 747.41500000000008 785.57750000000021 1350.3896175000002 1256.4300000000001 1888.1190000000004 3182.0603000000006 1619.4627500000004 367.00960450000008 889.3329500000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 5 -5 -2 -7 9 13 15 11 12 -11 14 -9 19 17 18 -17 23 21 -21 -22 26 -19 -18 -1 right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12 -13 -14 -15 -16 16 25 24 -20 20 22 -23 -24 -25 -26 -27 -28 leaf_value=-0.0013892743374718309 -4.3539752955185742 -3.1221987740198776 6.1304201507568363 0.31625361656531309 -13.0971526827131 7.4264129123687752 0.50983206860188934 -0.56224094318526407 7.9245183973312372 -0.65162788346756328 -7.0307343432903293 -2.7235186981432369 2.6310009481906889 -1.377140641337947 3.8738865041732788 0.061600764028487673 -0.88225625174386169 -0.44502055901778892 2.8410319913517346 0.19189264025573199 -2.1213605641617495 2.1975967900217936 0.06468415615388326 1.3743959087133408 -2.0624923602739971 -2.9413917616844181 0.33577368441470939 leaf_weight=360696 38 21 22 39 21 20 28 31 20 43 20 33 20 38 20 93 21 146 22 985 51 88 35 30 24 25 329 leaf_count=360696 38 21 22 39 21 20 28 31 20 43 20 33 20 38 20 93 21 146 22 985 51 88 35 30 24 25 329 internal_value=0 -1.03731 1.6117 -1.81749 -4.37844 -0.0307849 3.39174 -0.000691661 1.52484 -0.00115017 -1.77492 -0.679959 0.390477 0.0867069 1.17742 -0.000582632 -0.417835 -0.16225 0.545853 -0.000201337 0.238548 0.356387 -1.23169 -0.000967731 -0.63596 -2.00135 -0.00108202 internal_weight=0 189 43 146 60 86 48 362770 109 362661 116 96 63 89 51 362545 331 285 115 362214 1159 1073 86 361055 170 46 361025 internal_count=362959 189 43 146 60 86 48 362770 109 362661 116 96 63 89 51 362545 331 285 115 362214 1159 1073 86 361055 170 46 361025 cat_boundaries=0 1 cat_threshold=2882 is_linear=0 shrinkage=0.01 Tree=973 num_leaves=33 num_cat=2 split_feature=3 18 16 6 12 7 0 2 3 26 5 0 4 24 5 10 5 7 7 4 7 12 14 3 25 6 9 13 2 2 0 4 split_gain=1.38313e+06 1.70833e+07 4.50393e+06 2.9409e+06 8.59139e+06 4.71893e+06 1.19602e+06 1.60741e+06 4.76799e+06 1.66233e+06 1.65944e+06 942777 685987 2.9302e+06 4.85745e+06 4.49866e+06 1.27804e+06 1.20167e+06 961358 802272 782135 1.234e+06 2.07734e+06 788942 4.11589e+06 870334 726492 640544 548434 433996 511255 55768 threshold=2725.8677800000005 313.78700000000003 52.257449999999999 2976.3936000000008 41.583622500000004 214.04124800000002 2778.6210000000005 26.254000000000001 122.68200000000002 2022.5000000000002 772.27550000000008 1519.5755740000002 1888.1190000000004 0 470.72165250000006 517.51460000000009 2871.8940000000007 33.007500000000007 92.584500000000006 588.42000000000019 998.30500000000018 659.09565500000008 1182.8200000000004 698.94000000000005 1 1000.0509250000001 148.55550000000002 52.486000000000011 25.816975000000003 38.649100000000004 688.40820000000008 2693.9010000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=6 2 3 4 5 11 12 9 -9 -8 -10 -2 16 27 28 17 20 -16 -18 -20 23 22 -22 25 -25 -1 -23 29 -15 31 -31 -14 right_child=1 -3 -4 -5 -6 -7 7 8 10 -11 -12 -13 13 14 15 -17 18 -19 19 -21 21 26 -24 24 -26 -27 -28 -29 -30 30 -32 -33 leaf_value=-0.0012862019179233548 -0.44000162868964965 6.7873919548034669 -6.4285415903727214 1.4343879744836263 -8.11009467792511 -5.0732617149353034 -3.6675841591574931 3.751659944852193 -3.5577194492022199 -0.32181987038365117 -0.18143039858019031 2.055533636411031 -0.63007120859055288 0.29422109107176464 3.8294318590760232 0.61516418765572944 -0.035699979356357034 7.2959467381238943 -0.7772363498210908 -3.4890922315170365 -0.26793778668896023 0.31370578487714129 2.8029946909780086 1.2938909668675787 -0.07151258824156595 0.43349479566556509 -1.6255933162419485 -2.1275035568952561 -1.6117660671014054 1.5183920724051339 -0.6397079716169316 -1.3357118049263954 leaf_weight=359971 41 25 21 28 20 20 33 24 24 27 37 24 21 36 20 34 35 20 20 24 521 24 23 280 927 461 99 25 26 21 23 24 leaf_count=359971 41 25 21 28 20 20 33 24 24 27 37 24 21 36 20 34 35 20 20 24 521 24 23 280 927 461 99 25 26 21 23 24 internal_value=0 -0.880034 -2.12475 -1.4452 -2.21309 -0.825559 -0.000785514 -0.908812 -0.0242159 -2.16199 -1.50981 0.481427 -0.000422439 0.523224 1.4528 3.2895 -0.000783689 5.56269 -1.27256 -2.25643 -0.000506381 -0.342626 -0.138101 0.000124618 0.255361 -0.000730108 -1.24719 -0.655671 -0.505064 -0.315906 0.390294 -1.00641 internal_weight=0 179 154 133 105 85 362780 145 85 60 61 65 362635 250 136 74 362385 40 79 44 362306 667 544 361639 1207 360432 123 114 62 89 44 45 internal_count=362959 179 154 133 105 85 362780 145 85 60 61 65 362635 250 136 74 362385 40 79 44 362306 667 544 361639 1207 360432 123 114 62 89 44 45 cat_boundaries=0 1 8 cat_threshold=810 1048580 134217728 81 1073741824 16384 0 132 is_linear=0 shrinkage=0.01 Tree=974 num_leaves=28 num_cat=1 split_feature=1 12 5 26 3 3 5 6 5 3 5 7 1 7 5 12 1 3 15 15 4 25 2 18 15 1 0 split_gain=1.99747e+06 3.82774e+06 8.96297e+06 6.51717e+06 2.40059e+07 1.24295e+07 5.4863e+06 2.48251e+06 9.82254e+06 3.50899e+06 6.50951e+06 1.99808e+06 1.36525e+06 1.31709e+06 1.03754e+06 564305 1.34465e+06 1.8473e+06 1.09523e+06 1.0706e+06 928820 2.39578e+06 2.57884e+06 823245 2.09988e+06 467647 319164 threshold=2781.5828000000006 1017.6685000000001 2871.8940000000007 2022.5000000000002 511.93300000000005 571.90530000000001 1146.4585000000004 2976.3936000000008 1908.1960000000001 2725.8677800000005 1561.8224400000001 118.12850000000002 38.344500000000004 365.31653000000006 54.830500000000008 828.5512500000001 1892.2623000000001 991.56000000000017 658.42365500000005 1305.4625000000003 785.57750000000021 0 164.88500000000002 1128.2175000000002 1141.8240000000003 1256.4300000000001 233.46861500000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=7 3 -3 5 -5 -2 -7 9 13 15 11 12 -11 14 -9 20 17 19 -19 -17 23 26 -23 25 -25 -1 -22 right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 21 22 -24 24 -26 -27 -28 leaf_value=-0.00085077360110775687 -4.3092946735181306 -3.0796515051523845 6.0538903392444956 0.31077051969674918 -12.950716603597005 7.3462312269210814 0.48872115000018052 -0.37373188776629312 7.0108553636550903 -1.1230829003651936 -6.9300787539482123 -2.6070210148306456 1.8463019612431526 -1.6479211459440344 2.5282669704475187 -0.0277881732767589 2.0441859348615012 -2.729052975177765 -0.53160852520964863 -1.5170484934719104 -0.40816449559160639 -0.028962588051715532 1.0680953993471698 0.27170714572710652 3.6627762250779643 -0.35799780411633081 -1.2578219993909199 leaf_weight=360222 38 21 22 39 21 20 28 28 25 30 20 34 32 34 22 541 24 48 43 53 168 415 443 140 21 367 60 leaf_count=360222 38 21 22 39 21 20 28 28 25 30 20 34 32 34 22 541 24 48 43 53 168 415 443 140 21 367 60 internal_value=0 -1.02898 1.59332 -1.8013 -4.33075 -0.0365626 3.34602 -0.000671145 1.50825 -0.00112466 -1.7401 -0.658849 0.409503 -0.129428 0.903148 -0.00056826 -0.282412 -0.363928 -1.6907 -0.160668 -1.60001e-05 0.291994 0.531275 -0.000895067 0.714021 -0.00121427 -0.605214 internal_weight=0 189 43 146 60 86 48 362770 109 362661 116 96 62 84 50 362545 709 685 91 594 361836 1086 858 360750 161 360589 228 internal_count=362959 189 43 146 60 86 48 362770 109 362661 116 96 62 84 50 362545 709 685 91 594 361836 1086 858 360750 161 360589 228 cat_boundaries=0 5 cat_threshold=134218756 134217732 65 1080033312 2048 is_linear=0 shrinkage=0.01 Tree=975 num_leaves=28 num_cat=0 split_feature=2 14 12 1 4 0 2 1 2 1 6 0 1 9 4 12 15 2 18 12 10 9 8 3 8 14 8 split_gain=2.19213e+06 1.34263e+07 3.7441e+07 7.26393e+07 9.2053e+06 1.09689e+06 4.43527e+06 3.96502e+06 3.3428e+06 2.53698e+06 938842 1.43216e+06 1.23206e+06 576090 1.30221e+06 1.43733e+06 807484 4.32097e+06 1.27745e+06 751981 1.12188e+06 3.69943e+06 709784 683344 322267 260524 69032.8 threshold=2682.0900000000006 1619.4627500000004 85.709000000000017 733.85806350000018 2693.9010000000007 2778.6210000000005 27.046500000000005 1892.2623000000001 967.39580000000012 48.966000000000001 898.38705000000004 1275.1415000000002 11.926500000000003 2854.0889000000006 1116.5450000000003 584.10300000000018 1947.7010000000002 466.01190000000003 922.84650000000011 2107.0655000000002 3056.7500000000005 213.86000000000004 1973.6620000000003 748.6165000000002 10.150175000000003 343.60240000000005 103.56378000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 -4 10 13 9 8 -8 -7 11 12 -2 16 15 26 19 18 24 20 22 -22 -1 25 -18 -21 -15 right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 23 21 -23 -24 -25 -26 -27 -28 leaf_value=0.0003003800894205042 1.8850357606675892 -5.7915147789001473 -2.2793094739046964 24.052699454307557 -5.9225772960369412 1.4408237695693971 -1.3822469274925464 -4.1642997094859249 3.4121873657520001 5.7330589603242421 -1.0530681344737176 3.2263655883789064 -1.0834052237148943 -0.65056678295135495 -2.6367941573814107 2.2028538877367971 -0.39185593881105119 4.332411745565909 1.9288818168640136 -0.059335917678929991 -1.1192495706807013 4.7613660869598391 0.70008723656884553 -2.290621162033081 -1.8537516529083251 -1.3800133056640624 -1.4521356723422096 leaf_weight=362552 27 25 22 20 26 40 33 23 26 21 23 25 29 22 27 20 38 27 20 59 23 20 145 25 25 20 21 leaf_count=362552 27 25 22 20 26 40 33 23 26 21 23 25 29 22 27 20 38 27 20 59 23 20 145 25 25 20 21 internal_value=0 1.05609 2.05138 10.2597 -0.600548 0.000934119 0.876581 -0.642392 0.730555 2.91848 0.729959 1.23625 0.347807 0.000589209 -0.799374 -0.0119086 0.000787572 0.85744 -0.272972 0.000527869 0.000771629 1.61592 0.000580143 -0.849679 -0.971973 -0.393685 -1.04203 internal_weight=0 197 172 42 130 363187 143 82 59 61 104 81 56 363044 90 63 362954 110 83 362844 362740 43 362697 104 63 79 43 internal_count=363384 197 172 42 130 363187 143 82 59 61 104 81 56 363044 90 63 362954 110 83 362844 362740 43 362697 104 63 79 43 is_linear=0 shrinkage=0.01 Tree=976 num_leaves=34 num_cat=2 split_feature=2 13 12 4 8 5 1 16 1 21 19 2 20 7 10 8 7 9 5 4 9 24 14 5 25 2 12 5 26 5 5 4 12 split_gain=2.1485e+06 1.62282e+07 5.37943e+07 9.24525e+06 1.01217e+06 1.70791e+06 676924 645213 1.98003e+06 1.48041e+06 1.82032e+06 2.10148e+06 3.08004e+06 1.18803e+06 909934 770484 645155 3.4383e+06 3.0166e+06 525802 491835 3.18595e+06 2.68495e+06 1.46866e+06 1.45197e+06 6.04821e+06 901450 1.52141e+06 2.93745e+06 1.44903e+06 1.37574e+06 893394 21756.8 threshold=2682.0900000000006 942.81900000000007 85.709000000000017 2693.9010000000007 103.56378000000002 6.7519999999999998 860.12500000000011 889.3329500000001 1892.2623000000001 549.60000000000014 119.32750000000001 223.62625000000003 212.54045000000002 17.544900000000002 543.00900000000013 761.67400000000009 2822.9627650000007 827.32299999999998 384.24423250000001 629.95226050000008 1022.5259020000002 0 680.43750000000011 923.46450000000016 1 673.68310000000008 2107.0655000000002 2871.8940000000007 2022.5000000000002 1561.8224400000001 179.89500000000001 588.42000000000019 3113.0710000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 16 9 10 15 13 -13 -12 -11 19 20 18 -18 -9 26 22 23 -22 25 -23 27 29 -29 -1 32 -26 -28 right_child=1 -3 -4 -5 -6 -7 -8 8 -10 14 11 12 -14 -15 -16 -17 17 -19 -20 -21 21 24 -24 -25 31 -27 30 28 -30 -31 -32 -33 -34 leaf_value=0.00059995467256489547 -0.26665849441137068 -5.1293116624014718 13.772873169003111 -5.8633516208942114 -0.98845121781031298 3.8818615140914914 1.9961543579101562 -0.02261465123769912 2.8978276127782361 0.00053958692858296052 2.3164123384725479 6.102939060211181 0.88311778802138108 -0.57449614215980882 -2.4033768610283732 1.3363600772305539 -1.2247086467462429 -3.7301606164659775 3.669708065032959 -1.4338819961349172 0.35673411333432758 -0.33505823918971522 4.1741544002294537 3.2846731535593672 -0.24072446055355529 5.5338280374353586 -0.39469998363653824 4.2082207138061527 -0.30723956776015898 -0.86611321429514521 -3.274396720159622 -1.5303091369015829 0.031101368665695191 leaf_weight=361735 39 35 33 26 24 20 20 220 29 31 21 20 26 44 32 38 34 28 20 30 93 87 32 21 231 22 30 25 34 193 21 70 20 leaf_count=361735 39 35 33 26 24 20 20 220 29 31 21 20 26 44 32 38 34 28 20 30 93 87 32 21 231 22 30 25 34 193 21 70 20 internal_value=0 1.04553 2.3796 -0.534956 0.810076 1.35646 0.500397 0.000924778 0.363182 0.204081 0.429014 1.517 3.15261 0.35949 -1.2205 0.0096875 0.000434372 -0.886469 0.588038 -0.191967 0.000634932 0.297828 1.51107 0.896091 -0.166988 0.778102 0.000178543 0.000399529 1.60609 0.000137775 -1.1265 -0.523244 -0.224379 internal_weight=0 197 162 129 103 79 59 363187 491 462 399 111 46 65 63 288 362696 82 54 250 362614 556 146 114 410 109 362058 361987 59 361928 71 301 50 internal_count=363384 197 162 129 103 79 59 363187 491 462 399 111 46 65 63 288 362696 82 54 250 362614 556 146 114 410 109 362058 361987 59 361928 71 301 50 cat_boundaries=0 1 8 cat_threshold=308 1048576 262144 256 1073741824 0 0 4 is_linear=0 shrinkage=0.01 Tree=977 num_leaves=28 num_cat=0 split_feature=2 14 12 4 4 0 2 26 6 7 6 0 9 5 4 15 2 18 12 12 10 9 5 3 26 8 14 split_gain=2.10575e+06 1.30079e+07 3.6088e+07 6.57079e+07 8.84175e+06 1.07352e+06 4.34888e+06 6.13821e+06 1.91253e+06 1.76191e+06 917459 1.39339e+06 569026 1.37417e+06 814006 785009 4.21214e+06 1.25205e+06 783897 726684 1.10038e+06 3.62704e+06 1.35584e+06 667123 395766 317458 251915 threshold=2682.0900000000006 1619.4627500000004 85.709000000000017 974.87180000000001 2693.9010000000007 2778.6210000000005 27.046500000000005 2022.5000000000002 1136.6981000000003 9.6081000000000021 898.38705000000004 1275.1415000000002 2854.0889000000006 670.57570000000021 1116.5450000000003 1947.7010000000002 466.01190000000003 922.84650000000011 143.57000000000002 2107.0655000000002 3056.7500000000005 213.86000000000004 2871.8940000000007 748.6165000000002 2022.5000000000002 10.150175000000003 343.60240000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 -4 10 12 7 -7 9 -8 11 24 15 18 -15 19 17 25 -14 20 22 -22 -1 26 -2 -17 -21 right_child=1 -3 3 -5 -6 6 8 -9 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20 23 21 -23 -24 -25 -26 -27 -28 leaf_value=0.00030061401457779626 1.1504519511913431 -5.7049890907287599 -1.8523823989521373 23.19180863571167 -5.8047180740649882 5.7159175289378448 0.022587059515493887 -0.67060306628545119 1.4276798297618998 -3.6246261017139143 -1.047475652280061 3.1786107513427737 -0.71866832188197549 -0.78807140523737129 -3.5755541553497312 -0.38691196040103309 4.2763524115527121 1.9091813354492189 1.8734574050903319 -0.055940693091537999 -1.1079191398620605 4.7148774490356447 1.4124809331928985 -2.2590054325103761 -0.53195917553371852 -1.8378589002609251 -1.3546130657196045 leaf_weight=362629 29 25 22 20 26 34 27 27 29 26 23 25 28 22 20 38 27 20 20 59 23 20 68 25 27 25 20 leaf_count=362629 29 25 22 20 26 34 27 27 29 26 23 25 28 22 20 38 27 20 20 59 23 20 68 25 27 25 20 internal_value=0 1.03508 2.01474 10.0734 -0.588839 0.00091553 0.867183 2.8891 -0.636923 -1.76661 0.71513 1.21562 0.000574314 -0.794469 -2.11544 0.000771458 0.845418 -0.270669 0.361384 0.000515394 0.000755019 1.60036 0.000565376 -0.835268 0.339289 -0.962685 -0.384719 internal_weight=0 197 172 42 130 363187 143 61 82 53 104 81 363044 90 42 362954 110 83 48 362844 362740 43 362697 104 56 63 79 internal_count=363384 197 172 42 130 363187 143 61 82 53 104 81 363044 90 42 362954 110 83 48 362844 362740 43 362697 104 56 63 79 is_linear=0 shrinkage=0.01 Tree=978 num_leaves=34 num_cat=2 split_feature=3 17 12 4 2 6 26 17 3 15 6 21 3 1 25 1 1 0 2 26 25 5 3 1 2 1 8 1 5 19 0 3 16 split_gain=2.09095e+06 1.45528e+07 3.81589e+07 6.3502e+06 3.13288e+06 1.2959e+06 1.4633e+06 857504 4.63189e+06 1.05292e+06 2.5099e+06 619168 571598 2.87234e+06 2.98512e+06 4.77634e+06 2.86926e+06 1.70024e+06 4.84375e+06 6.67935e+06 1.08319e+06 899993 713787 1.19608e+07 1.03214e+06 827472 1.99402e+06 589456 466646 224540 202541 151977 86543 threshold=2725.8677800000005 164.97000000000003 85.709000000000017 2693.9010000000007 1468.575 104.02000000000002 2022.5000000000002 1381.0875000000003 1282.3492500000004 434.53164150000009 192.15607500000002 42.177677500000009 815.10500000000013 2781.5828000000006 0 733.85806350000018 1892.2623000000001 2778.6210000000005 137.75200000000004 2022.5000000000002 1 119.16450000000002 571.90530000000001 1461.4925000000003 967.39580000000012 1461.4925000000003 1017.6571000000002 1098.6214000000002 772.27550000000008 130.58150000000003 185.31647500000003 1.7373999999999998 11.600335000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 12 9 10 29 30 17 14 15 21 20 22 19 -19 -16 -14 25 24 -24 27 -27 -1 -18 32 -11 -20 -9 right_child=1 -3 -4 -5 -6 -7 -8 8 -10 11 -12 -13 13 -15 16 -17 28 18 31 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.00034034444321292238 2.6296839714050293 -5.0997400508388395 12.06889128625393 -5.2920090248471219 3.9092169098059339 -2.4379878292083741 -1.0327669831116995 -0.20514713084444086 4.5051962880735044 -0.71839266515913469 3.2801903295516968 -1.8727039651527548 0.92611901307510125 -2.8896852659567811 -1.0707140779882911 5.0556436690262387 -3.9191252853756864 6.0210027313232422 -2.052032537460327 -0.51179166464970027 -0.063407442400433084 -1.4059242024629013 -0.03418815096303441 6.6026845576845368 1.3506988743975246 -0.73744849900641951 2.2607116572062176 0.48319652096791699 -1.8109870797111876 0.76781351661682129 0.68773343563079836 -0.81924246978759774 -0.99054463964700701 leaf_weight=360344 20 31 32 21 24 20 24 47 27 21 28 33 59 39 113 28 21 34 20 29 842 23 746 29 58 293 24 253 21 20 20 20 20 leaf_count=360344 20 31 32 21 24 20 24 47 27 21 28 33 59 39 113 28 21 34 20 29 842 23 746 29 58 293 24 253 21 20 20 20 20 internal_value=0 1.10377 2.46767 -0.351041 0.828054 -0.327383 0.631983 0.00093941 0.630825 0.0773438 0.676076 -0.853119 0.000564598 -0.222416 -0.128447 1.36552 -0.303926 0.00127079 1.28589 3.01384 -0.194472 0.272009 0.000905021 0.293294 0.0657166 0.000230178 -0.510458 0.000679123 -2.86506 -0.162029 -0.0324775 -1.43564 -0.439594 internal_weight=0 172 141 109 88 64 44 363212 216 189 115 74 362996 1146 1107 110 997 361850 103 63 955 82 361747 833 804 360914 317 360597 42 87 41 40 67 internal_count=363384 172 141 109 88 64 44 363212 216 189 115 74 362996 1146 1107 110 997 361850 103 63 955 82 361747 833 804 360914 317 360597 42 87 41 40 67 cat_boundaries=0 7 11 cat_threshold=4 134217792 16 0 16384 0 128 3145728 1028 1048576 2097152 is_linear=0 shrinkage=0.01 Tree=979 num_leaves=30 num_cat=1 split_feature=2 13 9 13 4 8 1 16 1 21 18 3 8 9 7 9 5 18 1 1 3 9 24 9 3 5 7 14 9 split_gain=2.06218e+06 1.59728e+07 4.92421e+07 2.54772e+07 1.48042e+07 2.04063e+06 1.70658e+06 626472 1.93267e+06 1.45099e+06 2.1247e+06 802905 1.2115e+06 760793 637292 3.37818e+06 2.9453e+06 594901 2.00341e+06 834014 1.48054e+06 617693 2.61094e+06 930122 591223 589142 1.48258e+06 458920 138018 threshold=2682.0900000000006 942.81900000000007 1600.0905700000001 33.349000000000011 2693.9010000000007 25.728847500000004 860.12500000000011 889.3329500000001 1892.2623000000001 549.60000000000014 1734.8725725000002 1282.3492500000004 824.40500000000009 923.19600000000014 2822.9627650000007 827.32299999999998 384.24423250000001 833.30100000000004 733.85806350000018 2781.5828000000006 648.27500000000009 1022.5259020000002 0 923.19600000000014 7.2935000000000008 342.68350000000004 339.411 102.80550000000001 76.463630000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 14 9 10 11 12 -9 28 17 16 -16 19 25 21 24 23 -23 -1 -21 27 -27 -19 -11 right_child=1 -3 -4 -5 -6 -7 -8 8 -10 13 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 leaf_value=0.00048553143992252753 -0.23886029144128162 -5.1017507662091939 17.038441812515259 10.17132743662054 -8.9480826221812855 -2.5527717716043647 2.8676366533551896 0.11561639584600926 2.86199881356338 -0.9709286401385353 3.1319917409508315 -1.4339345776593242 1.8131880714455428 -2.7098686877705838 -1.2107098325561074 -3.6997935315540862 3.6255195674896243 -0.063692007064819339 -2.6584437619315255 0.76942083115577709 2.8158662967024179 1.4481665509939194 -0.10478334904561953 -0.97887416903505631 -1.1399959405263265 2.9477423591613769 -0.50270169836102119 -1.0781933810894306 0.18981351709365846 leaf_weight=361598 48 35 20 22 22 22 28 296 29 21 27 27 49 22 34 28 20 142 36 50 29 142 378 97 24 20 33 65 20 leaf_count=361598 48 35 20 22 22 22 28 296 29 21 27 27 49 22 34 28 20 142 36 50 29 142 378 97 24 20 33 65 20 internal_value=0 1.0243 2.34783 0.278725 -1.53492 0.129261 0.905639 0.000891672 0.357849 0.200662 0.423349 0.226754 0.356721 -1.20969 0.000408441 -0.881073 0.580486 0.000607776 -0.447517 0.000973877 0.900692 0.000718031 0.345126 0.000222885 0.150151 -0.141389 0.799353 -0.382255 -0.404713 internal_weight=0 197 162 142 120 98 76 363187 491 462 399 372 345 63 362696 82 54 362614 296 362318 103 362215 520 361695 74 260 53 207 41 internal_count=363384 197 162 142 120 98 76 363187 491 462 399 372 345 63 362696 82 54 362614 296 362318 103 362215 520 361695 74 260 53 207 41 cat_boundaries=0 1 cat_threshold=308 is_linear=0 shrinkage=0.01 Tree=980 num_leaves=29 num_cat=2 split_feature=11 19 2 9 18 2 7 25 6 2 1 25 13 1 7 2 26 6 6 6 9 1 10 9 7 23 5 5 split_gain=1.75994e+06 9.98411e+06 2.09247e+07 1.10806e+06 1.88671e+07 3.22427e+06 1.16786e+06 4.35549e+06 2.08025e+07 6.55446e+06 3.01315e+06 2.49689e+06 2.04947e+06 1.6341e+06 1.8493e+07 2.06275e+07 2.28842e+06 1.39829e+06 814632 763205 3.92816e+06 1.40083e+06 825277 1.23627e+06 636817 471867 368822 136550 threshold=3182.0603000000006 254.24000000000004 1468.575 2854.0889000000006 313.78700000000003 784.03650000000005 1131.6606400000003 0 1937.6795000000002 2682.0900000000006 962.58510000000012 1 942.81900000000007 2781.5828000000006 135.58212499999999 1827.1555000000001 2022.5000000000002 155.78 316.16370000000001 1937.6795000000002 487.08190000000008 494.77402000000006 1935.1350000000002 712.7850000000002 1538.3385000000001 509.98160000000001 723.78135000000009 76.652750000000012 decision_type=2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 18 6 5 27 13 8 17 10 11 -9 -12 19 15 16 -15 24 -2 22 21 -21 25 -24 -8 -1 -19 -5 right_child=1 -3 -4 4 -6 -7 7 9 -10 -11 12 -13 -14 14 -16 -17 -18 26 -20 20 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.00068702911646368659 -0.68283625793457037 4.2310574332873028 -11.343713886954568 -0.434862756729126 9.6593774256706251 -4.7630594921112062 -0.32858507970968881 1.3248973410470146 -11.543508880615233 4.9892271141052253 -3.1161612593910912 -0.40238398699372901 0.099040965418661794 3.6351603719350454 8.2740505691511288 -8.5426848866389342 -0.19374621929945768 -0.84746713976706234 1.9226578376293182 -0.59480165683655517 3.764233844063499 2.1300310740263568 -1.4611838618630455 0.99859332402547196 1.9519126449584963 0.59283638576073439 -2.5892637498378752 0.64700200653076168 leaf_weight=362162 30 24 22 28 20 20 24 109 20 25 55 273 31 37 28 26 27 31 20 105 33 23 84 27 25 134 20 20 leaf_count=362162 30 24 22 28 20 20 24 109 20 25 55 273 31 37 28 26 27 31 20 105 33 23 84 27 25 134 20 20 internal_value=0 -1.35467 -3.21658 -0.000508241 1.12148 -1.38967 -0.000780015 -0.436892 -2.06166 0.000398 -0.266091 0.114629 -1.95719 -4.29119e-05 1.17655 -1.03156 2.01984 -0.37145 0.359361 -0.000425843 0.687927 -0.105183 -0.000731645 -0.86286 0.834934 -0.000467507 -1.53052 0.0159142 internal_weight=0 96 72 363387 88 68 363299 613 120 493 468 382 86 362686 118 90 64 100 50 362568 161 128 362407 111 49 362296 51 48 internal_count=363483 96 72 363387 88 68 363299 613 120 493 468 382 86 362686 118 90 64 100 50 362568 161 128 362407 111 49 362296 51 48 cat_boundaries=0 7 8 cat_threshold=0 0 4096 1073741824 0 0 128 33280 is_linear=0 shrinkage=0.01 Tree=981 num_leaves=29 num_cat=1 split_feature=11 19 2 4 12 11 2 5 7 1 25 13 10 3 7 10 0 5 7 3 4 1 4 2 15 5 0 3 split_gain=1.72492e+06 9.78543e+06 2.05083e+07 2.20431e+06 1.61434e+07 5.24905e+07 7.86227e+06 3.37457e+06 1.40728e+06 4.71988e+06 2.46748e+06 2.56392e+06 2.29651e+06 1.80979e+06 2.42487e+06 1.70447e+06 1.02429e+06 891813 4.78423e+06 739721 4.22196e+06 2.40176e+06 4.67689e+06 740757 680345 499394 489261 252350 threshold=3182.0603000000006 254.24000000000004 1468.575 2693.9010000000007 85.709000000000017 871.08830000000023 2682.0900000000006 470.72165250000006 1131.6606400000003 1892.2623000000001 0 8.8957000000000015 599.29360000000008 991.56000000000017 1941.9625000000003 484.16250000000002 1117.6621800000003 2871.8940000000007 365.31653000000006 2725.8677800000005 4.5925000000000011 2781.5828000000006 26.256000000000004 2682.0900000000006 658.42365500000005 356.27456250000006 15.5815 53.901250000000005 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 25 8 6 -6 7 26 17 10 11 15 -11 16 -15 -10 -12 19 27 21 -21 23 -23 -1 -13 -2 -5 -19 right_child=1 -3 -4 4 5 -7 -8 -9 9 12 13 24 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 leaf_value=-0.00083878393382957731 -0.49467945263303564 4.1887466828028366 -11.230276699933139 0.063227738875609174 18.333243752479554 -3.2152790333674508 -5.2730216089884436 3.4550410071734725 1.258830020150473 -5.5237148018983691 -0.13765510954724008 -1.4541590631008148 -1.016465106010437 -3.5144305940107863 0.17257206853230794 4.6810307559100064 -2.0995816495500761 0.078239612665868569 5.1368852215721494 -3.22289825630188 1.4975412474738228 3.4865787579878322 -1.4544666137695312 0.92735835968061942 0.74753474731445313 1.5301947492644901 -1.9630219095403498 -1.3221453163840553 leaf_weight=362321 29 24 22 26 20 26 30 29 43 26 323 32 20 44 30 22 29 31 21 40 36 53 30 86 25 21 22 22 leaf_count=362321 29 24 22 26 20 26 30 29 43 26 323 32 20 44 30 22 29 31 21 40 36 53 30 86 25 21 22 22 internal_value=0 -1.34112 -3.18441 -0.000502905 1.19955 6.15364 -0.930253 0.761735 -0.00100838 -0.487351 -0.229089 0.9793 -3.56404 -0.584423 -2.0197 2.41711 -0.299291 -0.000211761 1.09747 -0.000435799 -0.986901 -0.000228976 1.70066 -0.000618521 -0.488504 0.355768 -0.86547 -0.503052 internal_weight=0 96 72 363387 153 46 107 77 363234 594 548 122 46 426 74 65 352 362640 74 362566 76 362490 83 362407 57 50 48 53 internal_count=363483 96 72 363387 153 46 107 77 363234 594 548 122 46 426 74 65 352 362640 74 362566 76 362490 83 362407 57 50 48 53 cat_boundaries=0 1 cat_threshold=32768 is_linear=0 shrinkage=0.01 Tree=982 num_leaves=30 num_cat=1 split_feature=11 19 2 4 12 11 2 5 7 1 25 9 2 5 3 7 0 5 7 6 9 1 6 3 1 1 2 0 3 split_gain=1.69059e+06 9.5907e+06 2.01002e+07 2.16044e+06 1.58221e+07 5.14459e+07 7.70581e+06 3.30742e+06 1.37928e+06 4.62596e+06 2.41837e+06 4.18951e+06 2.36639e+06 1.89139e+06 1.77377e+06 2.37662e+06 1.00391e+06 874066 4.68902e+06 1.02855e+06 3.5833e+06 1.26221e+06 790501 763530 4.10157e+06 2.30414e+06 696975 479525 247328 threshold=3182.0603000000006 254.24000000000004 1468.575 2693.9010000000007 85.709000000000017 871.08830000000023 2682.0900000000006 470.72165250000006 1131.6606400000003 1892.2623000000001 0 298.41250000000008 466.01190000000003 1312.9050000000002 991.56000000000017 1941.9625000000003 1117.6621800000003 2871.8940000000007 365.31653000000006 1937.6795000000002 487.08190000000008 494.77402000000006 316.16370000000001 1890.7105500000002 1892.2623000000001 2781.5828000000006 440.27500000000003 15.5815 53.901250000000005 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 22 8 6 -6 7 27 17 10 11 12 -10 -11 16 -16 -12 19 28 23 21 -21 -2 25 -25 -1 -13 -5 -19 right_child=1 -3 -4 4 5 -7 -8 -9 9 13 14 26 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.00081333163534998327 -0.67443590037027989 4.1468593549728396 -11.117973708672958 0.062595461194331833 18.149910572052001 -3.1831263013986439 -5.2202912629445395 3.4204906937171673 1.530192050682871 -1.6699504905700684 -0.13627856698567653 0.43131099437845166 5.7798152542114263 -5.7408414922157922 -3.4792863347313618 0.17084631665547689 -2.0785858974785638 0.0774572041630745 5.0855162320818224 -0.45485091978853398 3.7950623267889023 2.1456915639794394 1.892178984284401 -0.12826750681513832 -4.9188046016693114 1.7405636119999384 -1.6650473611014229 -1.9433916312997992 -1.3089238496260212 leaf_weight=362148 30 24 22 26 20 26 30 29 38 25 323 29 20 21 44 30 29 31 21 99 32 23 20 168 20 76 35 22 22 leaf_count=362148 30 24 22 26 20 26 30 29 38 25 323 29 20 21 44 30 29 31 21 99 32 23 20 168 20 76 35 22 22 internal_value=0 -1.32771 -3.15257 -0.000497876 1.18755 6.09211 -0.92095 0.754118 -0.000998301 -0.482478 -0.226798 0.969507 2.99558 -3.5284 -0.578578 -1.9995 -0.296298 -0.000209644 1.0865 -0.000431441 0.816641 0.0354153 0.35221 -0.00077864 -0.637899 -0.000447965 -0.715135 -0.856815 -0.498022 internal_weight=0 96 72 363387 153 46 107 77 363234 594 548 122 58 46 426 74 352 362640 74 362566 154 122 50 362412 188 362224 64 48 53 internal_count=363483 96 72 363387 153 46 107 77 363234 594 548 122 58 46 426 74 352 362640 74 362566 154 122 50 362412 188 362224 64 48 53 cat_boundaries=0 1 cat_threshold=32768 is_linear=0 shrinkage=0.01 Tree=983 num_leaves=29 num_cat=1 split_feature=11 4 0 4 10 7 2 1 7 1 25 9 2 10 4 8 21 5 7 6 2 7 10 2 2 5 5 1 split_gain=1.65695e+06 9.44795e+06 2.7672e+06 2.11745e+06 1.58487e+07 5.43623e+07 7.55153e+06 6.36127e+06 1.35183e+06 4.5339e+06 2.37025e+06 4.10614e+06 2.3193e+06 2.25034e+06 974112 1.59698e+06 874694 856672 4.59571e+06 1.00808e+06 3.55576e+06 1.56631e+06 912391 1.12198e+06 683105 558428 481411 71895 threshold=3182.0603000000006 2693.9010000000007 412.19925000000006 2693.9010000000007 16.215000000000003 149.17670000000001 193.49000000000004 1256.4300000000001 1131.6606400000003 1892.2623000000001 0 298.41250000000008 466.01190000000003 599.29360000000008 727.60250000000008 912.87025000000017 40.683000000000007 2871.8940000000007 365.31653000000006 1937.6795000000002 1107.4580000000003 420.97500000000008 1935.1350000000002 784.03650000000005 440.27500000000003 3.4050000000000007 1146.4585000000004 130.40580000000003 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 25 8 5 6 -5 -6 17 10 11 12 -10 -11 16 -16 -12 19 27 22 21 -21 26 -24 -13 -2 -1 -19 right_child=1 -3 -4 4 7 -7 -8 -9 9 13 14 24 -14 -15 15 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=-9.5290347697840616e-05 0.079125976562500006 -6.9033895874023443 3.4108387745916846 1.9005760715989504 -0.44580652914549179 15.110772184503489 -4.9236573576158094 -7.3037925157092864 1.5148900815060264 -5.4329893722900975 -0.17554758145470825 0.42699794835057753 5.7220171585083008 -0.97128200435638434 -2.5190660822802577 0.09784600532971896 -2.0868004787885228 -0.20631404864065578 5.0346611822219121 0.65503821082986324 4.1799820753244248 -2.1791029969851174 -0.38294875437683529 -2.8163761679331465 -1.6483969048091345 -2.0336744187856941 -0.33764789242834631 -0.96614181995391846 leaf_weight=361875 29 23 22 34 38 29 31 21 38 26 303 29 20 20 58 39 26 33 21 104 26 24 90 24 35 22 423 20 leaf_count=361875 29 23 22 34 38 29 31 21 38 26 303 29 20 20 58 39 26 33 21 104 26 24 90 24 35 22 423 20 internal_value=0 -1.31443 0.446469 -0.000492897 1.17568 3.72552 -1.35406 -2.88678 -0.000988318 -0.477653 -0.22453 0.959812 2.96562 -3.49312 -0.572793 -1.46691 -0.326589 -0.000207547 1.07563 -0.000427127 0.808474 0.123637 -0.000770854 -0.895249 -0.707984 -0.832278 -0.000489399 -0.493042 internal_weight=0 96 73 363387 153 94 65 59 363234 594 548 122 58 46 426 97 329 362640 74 362566 154 128 362412 114 64 51 362298 53 internal_count=363483 96 73 363387 153 94 65 59 363234 594 548 122 58 46 426 97 329 362640 74 362566 154 128 362412 114 64 51 362298 53 cat_boundaries=0 1 cat_threshold=32768 is_linear=0 shrinkage=0.01 Tree=984 num_leaves=31 num_cat=2 split_feature=11 4 0 4 12 11 2 1 7 1 25 9 2 10 3 7 0 9 1 3 4 0 2 12 0 9 25 0 0 0 split_gain=1.62397e+06 9.25993e+06 2.71213e+06 2.07531e+06 1.57141e+07 5.02511e+07 7.51502e+06 2.39829e+06 1.32493e+06 4.44368e+06 2.32308e+06 4.02443e+06 2.27315e+06 2.20556e+06 1.73282e+06 2.3231e+06 980579 670398 603221 4.76178e+06 3.8207e+06 1.97697e+06 587973 1.77247e+06 3.0057e+06 515937 479357 2.88195e+06 895669 95143.8 threshold=3182.0603000000006 2693.9010000000007 412.19925000000006 2693.9010000000007 85.709000000000017 871.08830000000023 2682.0900000000006 733.85806350000018 1131.6606400000003 1892.2623000000001 0 298.41250000000008 466.01190000000003 599.29360000000008 991.56000000000017 1941.9625000000003 1117.6621800000003 1135.3321000000003 2781.5828000000006 1118.1025000000002 26.256000000000004 286.09000000000009 2682.0900000000006 124.32050000000002 688.40820000000008 83.502500000000012 1 1275.1415000000002 1275.1415000000002 15.5815 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=3 2 25 8 6 -6 7 29 18 10 11 12 -10 -11 16 -16 -12 -13 22 20 21 -20 26 24 -24 -2 27 -1 -28 -5 right_child=1 -3 -4 4 5 -7 -8 -9 9 13 14 17 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.034258688911036506 0.2017668134689331 -6.8343553592847739 3.3767302894592284 -0.13605797590480911 17.968666573524473 -3.1151847032400282 -5.183158966064453 3.1885757079491248 1.4997412523470428 -5.3786596756715044 -0.12980036608943998 -1.4161439565170642 5.6647970046997065 -0.96156919240951544 -3.4344030662016434 0.17439569664001464 -2.0494073168162643 0.7636357007707868 1.930822159954996 -3.4366749282110307 -1.374826498826345 5.915251808166504 0.21978235022226969 -1.3638239712185329 4.8015071759905137 -1.8102266773810756 0.0022457616970685081 -2.3048807956491197 0.42793776633944175 -1.0013999700546266 leaf_weight=30702 25 23 22 27 20 26 30 26 38 26 323 43 20 20 44 30 29 21 33 21 24 20 45 27 21 26 331196 56 495 24 leaf_count=30702 25 23 22 27 20 26 30 26 38 26 323 43 20 20 44 30 29 21 33 21 24 20 45 27 21 26 331196 56 495 24 internal_value=0 -1.30129 0.442005 -0.000487968 1.16392 6.05171 -0.937374 0.716829 -0.000978435 -0.472876 -0.222285 0.950214 2.93597 -3.45819 -0.567065 -1.97138 -0.28795 -0.700904 -0.000205472 0.784247 1.93541 3.43438 -0.00041752 0.794609 1.6776 -0.823955 -0.000621514 -0.0383803 0.00288096 -0.543278 internal_weight=0 96 73 363387 153 46 107 77 363234 594 548 122 58 46 426 74 352 64 362640 98 77 53 362542 93 66 51 362449 30758 331691 51 internal_count=363483 96 73 363387 153 46 107 77 363234 594 548 122 58 46 426 74 352 64 362640 98 77 53 362542 93 66 51 362449 30758 331691 51 cat_boundaries=0 1 8 cat_threshold=32768 1351614530 805441536 1614815298 268457232 201981953 5505024 18 is_linear=0 shrinkage=0.01 Tree=985 num_leaves=29 num_cat=4 split_feature=7 5 12 12 10 6 4 5 1 25 1 0 1 3 25 3 12 0 14 4 13 13 15 25 25 0 6 17 split_gain=6.52064e+06 2.11752e+07 1.777e+07 2.04227e+06 2.77779e+06 1.38074e+06 5.54683e+06 2.29483e+06 570267 2.02141e+07 3.16131e+07 1.60901e+07 1.92876e+07 3.34326e+06 2.32328e+06 4.88878e+06 2.32476e+06 2.0961e+06 2.08643e+06 1.03131e+06 591473 528163 565841 4.01509e+06 464091 432548 350087 118566 threshold=2822.9627650000007 1908.1960000000001 150.96810000000002 180.47315000000003 6.7725000000000009 2976.3936000000008 1292.0010000000002 166.61900000000003 733.85806350000018 0 2781.5828000000006 2778.6210000000005 1892.2623000000001 128.84440000000004 1 1890.7105500000002 1324.2200000000003 43.656767000000009 57.301600000000008 2693.9010000000007 10.503750000000002 2172.3225000000007 247.07500000000002 2 3 106.75600000000001 27.231250000000006 28.557000000000006 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 9 9 2 2 2 left_child=5 3 -3 4 -2 8 7 -7 19 10 13 14 -13 17 15 -11 -16 -10 -15 21 26 22 24 -24 -1 27 -21 -23 right_child=1 2 -4 -5 -6 6 -8 -9 9 11 -12 12 -14 18 16 -17 -18 -19 -20 20 -22 25 23 -25 -26 -27 -28 -29 leaf_value=0.062480823331240262 -1.2060690227227333 1.5529769653320313 13.599631422360737 -2.8567601153055824 3.3777575991153719 -1.3188054114893861 -4.85833076805904 2.3158024983108043 4.0964107172539892 0.82289338565454251 12.32564414284446 0.51810982209664813 -11.32754798412323 -1.8917317582915225 -0.41452739528203097 -3.4833730241230558 1.8463086171944938 0.86397555977957596 2.1366378831863404 -1.0824553479254246 0.22622873210906982 -0.72539598415046924 1.2995432965242995 -0.0031956743419479174 -0.0031038635087000679 -2.0768104534149172 -2.7904915773300902 0.16367003032316763 leaf_weight=11125 39 25 24 30 20 38 29 32 47 451 33 27 28 36 867 28 48 35 20 28 20 40 261 1872 347659 20 21 24 leaf_count=11125 39 25 24 30 20 38 29 32 47 451 33 27 28 36 867 28 48 35 20 28 20 40 261 1872 347659 20 21 24 internal_value=0 2.17414 7.45338 -0.732408 0.347771 -3.74154e-06 -1.18081 0.34273 0.000318573 0.18752 3.33783 -0.20587 -5.51241 1.43044 0.00202155 0.55949 -0.292727 2.71671 -0.453028 -0.000521338 -1.22296 -0.000287687 -0.000103157 0.162289 -0.00106859 -0.793142 -1.81447 -0.391996 internal_weight=0 138 49 89 59 362789 99 70 362690 1620 171 1449 55 138 1394 479 915 82 56 361070 69 361001 360917 2133 358784 84 49 64 internal_count=362927 138 49 89 59 362789 99 70 362690 1620 171 1449 55 138 1394 479 915 82 56 361070 69 361001 360917 2133 358784 84 49 64 cat_boundaries=0 7 14 20 27 cat_threshold=1048576 0 64 0 0 0 128 136331264 1208222784 272 1075904512 16384 0 4 1115136 294944 524304 1 0 128 2155872256 0 67108864 37765920 2688 2420139072 2 is_linear=0 shrinkage=0.01 Tree=986 num_leaves=35 num_cat=6 split_feature=7 2 1 2 7 11 1 9 26 26 1 25 2 26 0 1 7 11 25 24 0 6 12 3 9 15 25 19 2 24 7 8 10 24 split_gain=6.39088e+06 2.62821e+07 3.40826e+06 2.01057e+06 8.09151e+06 2.84871e+07 2.33325e+07 2.13758e+06 1.51139e+06 1.4429e+06 689859 7.23358e+06 1.92884e+07 2.17353e+07 5.48791e+06 3.94844e+06 3.45003e+06 7.98839e+06 2.21126e+06 5.73223e+06 1.99581e+06 597650 591874 2.03018e+06 1.05613e+06 864360 4.15474e+06 6.69693e+06 1.86797e+06 654569 634703 623414 1.39485e+06 478930 threshold=2822.9627650000007 2682.0900000000006 1892.2623000000001 2682.0900000000006 44.881800000000005 12.572000000000001 1892.2623000000001 1329.0550000000001 2022.5000000000002 2022.5000000000002 733.85806350000018 0 210.00800000000001 2022.5000000000002 1117.6621800000003 1256.4300000000001 1538.3385000000001 1230.4050000000002 1 2 2778.6210000000005 141.02500000000003 752.69540000000018 1493.1141200000004 522.00500000000011 247.07500000000002 3 10.722500000000002 1107.4580000000003 4 1131.6606400000003 1973.6620000000003 7.283500000000001 5 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 1 2 2 2 1 left_child=3 2 9 10 6 -6 8 -7 -5 -2 22 12 13 -12 15 -14 18 -18 19 -13 -20 -11 25 24 29 31 27 -27 -28 -24 -26 33 -33 -1 right_child=1 -3 -4 4 5 7 -8 -9 -10 21 11 16 14 -15 -16 -17 17 -19 20 -21 -22 -23 23 -25 30 26 28 -29 -30 -31 -32 32 -34 -35 leaf_value=0.015084757545425922 2.2058530470530191 9.2318350109301122 -3.8230323259035748 1.565336548019858 11.508937871932984 -0.79624102210998526 -11.018370816157415 -5.4196378989219669 -1.3368368820140237 0.68654092783853415 11.471008372306825 2.442508745789528 -2.1311697536966077 -0.9082275341386381 -5.1251001496748492 3.5568403948270357 -0.59106030335297455 6.8167216761906948 -0.29013277768647172 -0.19198983142559345 -2.869505251915224 -1.6127868755047139 -0.31477087456905894 -2.797612819671631 -0.56723272948554071 0.50283474149474183 -0.00041592432399402082 4.4500779531741967 2.603206809588841 0.41846819759840032 -2.1572840969024165 0.13004537583358827 3.1671543083190921 -0.0094195263018477891 leaf_weight=119823 30 38 24 34 20 20 26 20 38 20 37 102 23 23 22 26 37 24 928 315 31 26 227 31 132 166 1737 58 28 241 31 62 20 238507 leaf_count=119823 30 38 24 34 20 20 26 20 38 20 37 102 23 23 22 26 37 24 928 315 31 26 227 31 132 166 1737 58 28 241 31 62 20 238507 internal_value=0 2.1524 -0.537788 -3.33058e-06 -1.12782 1.76435 -2.89853 -3.10794 0.0336339 0.499657 0.000488062 0.209787 2.37054 6.72563 -0.975933 0.886958 -0.00366379 2.32348 -0.106856 0.49453 -0.369657 -0.613079 -0.000420865 -0.299157 -0.176412 0.000127866 0.208015 1.45972 0.0406577 0.0650317 -0.869635 -0.0010258 0.870804 -0.00122531 internal_weight=0 138 100 362789 158 60 98 40 72 76 362631 1568 131 60 71 49 1437 61 1376 417 959 46 361063 662 631 360401 1989 224 1765 468 163 358412 82 358330 internal_count=362927 138 100 362789 158 60 98 40 72 76 362631 1568 131 60 71 49 1437 61 1376 417 959 46 361063 662 631 360401 1989 224 1765 468 163 358412 82 358330 cat_boundaries=0 7 14 15 21 22 23 cat_threshold=1048576 0 64 0 0 0 4 2097152 1074005056 272 1075838976 16384 0 128 784 1115136 294944 16 0 0 128 1478 23 is_linear=0 shrinkage=0.01 Tree=987 num_leaves=35 num_cat=5 split_feature=7 2 1 2 5 7 1 0 26 26 1 25 2 26 0 1 7 11 25 24 0 12 3 9 15 25 19 2 24 7 8 10 4 2 split_gain=6.26369e+06 2.57591e+07 3.34044e+06 1.97056e+06 1.13059e+07 2.11515e+07 8.7831e+06 4.07925e+06 2.54329e+06 1.41418e+06 677063 7.08868e+06 1.89046e+07 2.13028e+07 5.3787e+06 3.86987e+06 3.38092e+06 7.82943e+06 2.16994e+06 5.62779e+06 1.95609e+06 580035 1.9898e+06 1.03516e+06 847159 4.07206e+06 6.56366e+06 1.83079e+06 644013 622072 611008 1.3671e+06 525088 419164 threshold=2822.9627650000007 2682.0900000000006 1892.2623000000001 2682.0900000000006 1146.4585000000004 46.905000000000008 1461.4925000000003 1519.5755740000002 2022.5000000000002 2022.5000000000002 733.85806350000018 0 210.00800000000001 2022.5000000000002 1117.6621800000003 1256.4300000000001 1538.3385000000001 1230.4050000000002 1 2 2778.6210000000005 752.69540000000018 1493.1141200000004 522.00500000000011 247.07500000000002 3 10.722500000000002 1107.4580000000003 4 1131.6606400000003 1973.6620000000003 7.283500000000001 2693.9010000000007 55.453750000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 1 2 2 2 2 2 left_child=3 2 9 10 5 6 8 -6 -5 -2 21 12 13 -12 15 -14 18 -18 19 -13 -20 24 23 28 30 26 -26 -27 -23 -25 32 -32 -1 -11 right_child=1 -3 -4 4 7 -7 -8 -9 -10 33 11 16 14 -15 -16 -17 17 -19 20 -21 -22 22 -24 29 25 27 -28 -29 -30 -31 31 -33 -34 -35 leaf_value=-0.0010758916108200255 2.183794692993164 9.1395168495178218 -3.7848019480705264 2.5655390079204854 -2.1267107094889104 8.5323502738659212 -7.0551570029880688 -7.962194360351563 -1.5634335521970477 0.26794032194614409 11.356298240713173 2.4202644264378721 -2.1098580484804899 -0.89914527333301053 -5.0738491318442609 3.521271946980403 -0.58514968820520352 6.7485547304153446 -0.28723144967558567 -0.19012902011871335 -2.8408101327957644 0.59456116090282318 -2.769636705460087 -0.56156039066386942 0.49780639643051539 -0.00041176411673366582 4.4055771308931808 2.577174744606018 -0.18623464078292834 -2.1357112514588144 0.1287449709926882 3.1354829044342041 -1.0695520558305409 -1.6484824462164016 leaf_weight=358284 30 38 24 26 23 26 23 25 35 25 37 102 23 23 22 26 37 24 928 315 31 145 31 132 166 1737 58 28 323 31 62 20 46 21 leaf_count=358284 30 38 24 26 23 26 23 25 35 25 37 102 23 23 22 26 37 24 928 315 31 145 31 132 166 1737 58 28 323 31 62 20 46 21 internal_value=0 2.13087 -0.53241 -2.64666e-06 -1.11654 0.650512 -1.7891 -5.16603 0.196456 0.494661 0.000483833 0.207832 2.34684 6.65838 -0.966174 0.878088 -0.00347162 2.30024 -0.105624 0.490112 -0.365961 -0.000416626 -0.296149 -0.174631 0.000126589 0.205935 1.44513 0.0402511 0.0644035 -0.860939 -0.00101554 0.862096 -0.00121306 -0.606948 internal_weight=0 138 100 362789 158 110 84 48 61 76 362631 1568 131 60 71 49 1437 61 1376 417 959 361063 662 631 360401 1989 224 1765 468 163 358412 82 358330 46 internal_count=362927 138 100 362789 158 110 84 48 61 76 362631 1568 131 60 71 49 1437 61 1376 417 959 361063 662 631 360401 1989 224 1765 468 163 358412 82 358330 46 cat_boundaries=0 7 14 15 21 22 cat_threshold=1048576 0 64 0 0 0 4 2097152 1074005056 272 1075838976 16384 0 128 784 1115136 294944 16 0 0 128 2592 is_linear=0 shrinkage=0.01 Tree=988 num_leaves=34 num_cat=6 split_feature=7 2 1 2 7 12 1 1 6 1 25 2 0 1 7 11 1 25 24 0 12 3 10 13 15 25 19 2 24 8 10 6 24 split_gain=6.13904e+06 2.52465e+07 3.27396e+06 1.93135e+06 7.81667e+06 2.79336e+07 2.26145e+07 1.3144e+06 1.10551e+06 664505 6.94668e+06 1.85284e+07 5.27166e+06 3.79286e+06 3.31318e+06 7.67362e+06 2.33684e+06 2.12939e+06 5.52526e+06 1.91717e+06 568253 1.9503e+06 985068 1.06458e+06 830301 3.99103e+06 6.43304e+06 1.79436e+06 613596 598849 1.33989e+06 481296 470183 threshold=2822.9627650000007 2682.0900000000006 1892.2623000000001 2682.0900000000006 44.881800000000005 117.19185000000002 1892.2623000000001 469.40400000000005 1136.6981000000003 733.85806350000018 0 210.00800000000001 1117.6621800000003 1256.4300000000001 1538.3385000000001 1230.4050000000002 1256.4300000000001 1 2 2778.6210000000005 752.69540000000018 1493.1141200000004 543.00900000000013 180.27000000000004 247.07500000000002 3 10.722500000000002 1107.4580000000003 4 1973.6620000000003 7.283500000000001 141.02500000000003 5 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 1 2 2 2 1 left_child=3 2 8 9 6 -6 7 -5 31 20 11 16 13 -13 17 -16 -11 18 -12 -19 24 22 28 -24 29 26 -26 -27 -22 32 -31 -2 -1 right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 14 12 -14 -15 15 -17 -18 19 -20 -21 21 -23 23 -25 25 27 -28 -29 -30 30 -32 -33 -34 leaf_value=0.01232913288364023 0.63200121490160632 9.0481218167355184 -3.7469538402557374 -0.7969946627433484 10.391410859149435 -3.6423556997083328 -10.839682000967173 2.2195715370178224 2.5078636035919191 4.4820264337744034 2.3982227304471393 -2.0887594753762952 -5.023110571774569 3.4860592555999759 -0.57929826478700375 6.6810691181818642 8.4378414863348006 -0.28435913126530321 -0.18828623509040246 -2.8124020644157164 0.36392377073584053 -2.7419403168462937 0.54450851979851722 -1.3473666297567304 0.49282832816198285 -0.00040764553726543011 4.3615213396425911 2.5514029870714463 -0.34560605703143898 0.12745747945962413 3.1041280612945559 -1.2268860444655785 -0.010898416309405167 leaf_weight=149602 30 38 24 52 23 37 26 20 20 28 102 23 22 26 37 24 32 928 315 31 267 31 40 116 166 1737 58 28 208 62 20 26 208728 leaf_count=149602 30 38 24 52 23 37 26 20 20 28 102 23 22 26 37 24 32 928 315 31 267 31 40 116 166 1737 58 28 208 62 20 26 208728 internal_value=0 2.10957 -0.527086 -1.8929e-06 -1.10537 1.73725 -2.84576 0.0409404 0.489714 0.000479722 0.205896 2.32337 -0.956512 0.869308 -0.00328279 2.27724 6.59179 -0.104405 0.485733 -0.362301 -0.000412347 -0.293126 -0.17282 -0.86227 0.000125323 0.203876 1.43067 0.0398486 0.05361 -0.00100539 0.853475 -0.231054 -0.00120092 internal_weight=0 138 100 362789 158 60 98 72 76 362631 1568 131 71 49 1437 61 60 1376 417 959 361063 662 631 156 360401 1989 224 1765 475 358412 82 56 358330 internal_count=362927 138 100 362789 158 60 98 72 76 362631 1568 131 71 49 1437 61 60 1376 417 959 361063 662 631 156 360401 1989 224 1765 475 358412 82 56 358330 cat_boundaries=0 7 14 15 21 22 23 cat_threshold=1048576 0 64 0 0 0 4 2097152 1074005056 272 1075838976 16384 0 128 784 1115136 294944 16 0 0 128 3640 279 is_linear=0 shrinkage=0.01 Tree=989 num_leaves=34 num_cat=6 split_feature=7 2 1 2 7 11 1 9 4 9 1 25 2 0 1 7 11 1 25 24 24 12 3 9 12 13 15 25 8 24 7 3 15 split_gain=6.01687e+06 2.47441e+07 3.20881e+06 1.89292e+06 7.66112e+06 2.75843e+07 2.21645e+07 2.04912e+06 1.8465e+06 1.28392e+06 652180 6.80753e+06 1.81597e+07 5.16676e+06 3.71738e+06 3.24681e+06 7.52092e+06 2.29034e+06 2.04727e+06 6.91556e+06 1.9999e+06 556934 1.9115e+06 1.00587e+06 817284 1.64546e+06 652835 3.75088e+06 642716 626678 606351 383259 226339 threshold=2822.9627650000007 2682.0900000000006 1892.2623000000001 2682.0900000000006 44.881800000000005 12.572000000000001 1892.2623000000001 1329.0550000000001 7.273200000000001 7.283500000000001 733.85806350000018 0 210.00800000000001 1117.6621800000003 1256.4300000000001 1538.3385000000001 1230.4050000000002 1256.4300000000001 1 2 3 752.69540000000018 1493.1141200000004 522.00500000000011 707.90250000000015 213.77485000000004 247.07500000000002 4 1973.6620000000003 5 1131.6606400000003 74.913750000000007 70.270717500000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 1 1 2 2 2 2 2 2 9 2 1 2 2 2 left_child=3 2 9 10 6 -6 8 -7 -5 -2 21 12 17 14 -14 18 -17 -12 19 -13 -20 24 23 29 26 31 28 -28 -1 -23 -25 -26 -11 right_child=1 -3 -4 4 5 7 -8 -9 -10 32 11 15 13 -15 -16 16 -18 -19 20 -21 -22 22 -24 30 25 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=-0.001317568486987288 1.9684968954144102 8.9576404631765261 -3.7094844055175784 1.3939860900243124 11.308809349060059 -0.81122058677673337 -10.731285473750189 -5.3379425798654552 -1.8543058287302654 0.055011764222925363 4.4372059168985913 2.3814858813358075 -2.0678718649822732 -4.9728795537081627 3.4511986198792091 -0.57350529129440719 6.6142583545049041 8.3534632897377019 0.22026106758517042 -0.42550358400416016 -0.69429568657967511 -0.3071278756379075 -2.7145209272446169 -0.55204337166114292 0.58904727869563633 2.6900313513419207 1.6695461592574916 0.052783532730970396 0.88955624896251129 0.41033224223856907 -2.1061760191763601 -1.0423689762751263 -1.396407866250901 leaf_weight=358260 33 38 24 42 20 20 26 20 30 22 28 122 23 22 26 37 24 32 387 258 609 227 31 132 36 34 146 1820 81 241 31 24 21 leaf_count=358260 33 38 24 42 20 20 26 20 30 22 28 122 23 22 26 37 24 32 387 258 609 227 31 132 36 34 146 1820 81 241 31 24 21 internal_value=0 2.08847 -0.521815 -1.25943e-06 -1.09432 1.71988 -2.8173 -3.07458 0.0405311 0.484817 0.000475539 0.203978 2.30014 -0.946947 0.860615 -0.00309724 2.25447 6.52588 -0.103201 0.513644 -0.340284 -0.000408218 -0.290192 -0.171089 0.00012407 0.932446 -0.000119162 0.181609 -0.00111619 0.0645386 -0.847615 -0.0635192 -0.653821 internal_weight=0 138 100 362789 158 60 98 40 72 76 362631 1568 131 71 49 1437 61 60 1376 380 996 361063 662 631 360401 94 360307 1966 358341 468 163 60 43 internal_count=362927 138 100 362789 158 60 98 40 72 76 362631 1568 131 71 49 1437 61 60 1376 380 996 361063 662 631 360401 94 360307 1966 358341 468 163 60 43 cat_boundaries=0 7 14 15 16 22 23 cat_threshold=1048576 0 64 0 0 0 4 2097152 1073742912 272 1075838976 16384 0 128 2832 1099 1114112 262176 16 0 0 128 1478 is_linear=0 shrinkage=0.01 Tree=990 num_leaves=31 num_cat=2 split_feature=1 0 14 3 3 0 24 3 0 0 26 4 16 1 26 9 8 10 4 8 1 4 9 8 18 3 20 0 24 11 split_gain=5.5155e+06 1.90508e+07 5.30275e+07 4.31876e+06 6.52921e+06 2.10649e+06 4.75246e+06 8.29182e+06 1.17564e+07 2.08102e+06 8.38128e+06 4.4651e+06 3.46321e+06 1.93667e+06 1.54262e+06 1.17434e+06 1.99795e+06 1.02067e+06 5.11495e+06 926487 866850 1.43707e+06 743406 625321 492468 719507 673733 554519 6.69855e+06 530808 threshold=2781.5828000000006 2778.6210000000005 85.33120000000001 1890.7105500000002 543.62350000000004 1884.2950000000003 0 7.9742500000000005 2778.6210000000005 2778.6210000000005 2022.5000000000002 45.377038500000005 104.01000000000001 860.12500000000011 2022.5000000000002 2854.0889000000006 1148.5039000000004 3056.7500000000005 334.05380000000002 487.53114000000005 962.58510000000012 309.63250000000005 138.07100000000003 22.577500000000004 1244.8300000000002 571.90530000000001 147.30500000000004 1275.1415000000002 1 789.79950000000008 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=5 3 -3 4 14 15 7 8 -7 12 11 -11 20 -9 -2 17 23 24 -19 -12 21 -8 -15 -17 27 26 -26 29 -29 -1 right_child=1 2 -4 -5 -6 6 9 13 -10 10 19 -13 -14 22 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.000590810746638551 -2.5658322250843049 16.809681971623348 -4.2850168748335404 -3.8071310919302483 4.694733972878292 -0.89611465630323994 1.5005704104646722 -4.0054078521728513 9.214752538100532 -9.5810710372924799 1.4093030281861625 -2.9789571943737214 -4.4869332608309653 1.1707537937164307 0.41413899716578029 1.0670024719238282 -3.4263583998768419 -1.2019566454206194 4.6535584845451208 -1.5049381580352783 -1.5472402395051104 -1.5961594356190074 -1.4931056300076571 -1.1480295650775616 0.2352796415044266 -1.9593917583597118 -1.1197475487725776 2.0508746640292967 -0.67219414639322073 -0.28072074250140716 leaf_weight=361481 32 26 22 27 29 23 47 20 23 20 24 21 22 20 38 25 27 35 26 20 29 22 22 26 103 29 57 137 227 672 leaf_count=361481 32 26 22 27 29 23 47 20 23 20 24 21 22 20 38 25 27 35 26 20 29 22 22 26 103 29 57 137 227 672 internal_value=0 1.78027 7.14128 -0.262021 0.704828 -0.000558774 -0.820572 0.862604 4.15932 -1.66803 -2.94653 -6.1995 -0.901427 -1.44422 -0.948134 0.000148591 -1.22674 0.000412389 1.29384 0.0846479 -0.096517 0.513207 -0.224601 -0.0622295 0.00019486 -0.510128 -0.247449 0.000460919 0.390573 6.88177e-05 internal_weight=0 174 48 126 99 363158 313 108 46 205 85 41 120 62 70 362845 78 362767 61 44 98 69 42 51 362706 189 160 362517 364 362153 internal_count=363332 174 48 126 99 363158 313 108 46 205 85 41 120 62 70 362845 78 362767 61 44 98 69 42 51 362706 189 160 362517 364 362153 cat_boundaries=0 1 2 cat_threshold=1362 3106 is_linear=0 shrinkage=0.01 Tree=991 num_leaves=30 num_cat=1 split_feature=1 0 14 3 3 2 1 0 4 6 9 9 13 17 13 11 7 14 2 3 4 1 0 3 25 6 9 0 0 split_gain=5.40574e+06 1.86717e+07 5.19723e+07 4.23281e+06 6.39928e+06 3.36638e+06 7.28686e+06 3.37449e+06 2.53322e+06 1.3057e+06 699600 576709 1.75844e+06 2.78499e+06 1.10046e+06 544244 543032 3.77001e+06 1.51114e+06 2.08017e+06 718058 3.56991e+06 1.62274e+06 637003 3.36136e+06 521284 360540 191064 47373.4 threshold=2781.5828000000006 2778.6210000000005 85.33120000000001 1890.7105500000002 543.62350000000004 2682.0900000000006 962.58510000000012 1275.1415000000002 102.15277500000001 747.89455000000009 28.695750000000004 1972.2770000000003 1175.575 254.62750000000003 119.28830000000001 26.316500000000001 1538.3385000000001 1182.8200000000004 1271.7445000000002 888.08100000000013 1888.1190000000004 1256.4300000000001 591.40200000000016 815.10500000000013 0 1937.6795000000002 2854.0889000000006 32.119500000000009 116.97250000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=5 3 -3 4 10 11 8 -8 27 -10 28 16 14 -14 15 26 20 18 19 -18 23 22 -22 25 -25 -1 -13 -7 -2 right_child=1 2 -4 -5 -6 6 7 -9 9 -11 -12 12 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=0.00016037277193594137 -1.3089924455511157 16.641585646409254 -4.2421669561212711 -3.769059794390643 4.6477866402987775 1.1777913023630777 -1.4250655846368698 -6.6168313450967116 -3.5005144100189209 0.11293619751930237 0.64203474903106694 -0.60423653140664102 3.4199801544189454 -1.3490959159533182 -2.5435756883865746 -1.5219396082821646 0.26789941101658105 3.9909312164341966 2.3602718610029956 -2.1161974779764812 -0.55432050701047553 3.6043647523359819 1.9160805337569293 -0.81028098284403482 0.32499287424873119 0.67062837929946595 0.92661606864929202 2.4396154003143313 -1.9326461428687685 leaf_weight=361199 29 26 22 27 29 30 21 31 20 20 20 40 25 24 39 38 196 27 26 45 122 33 34 515 512 116 25 20 21 leaf_count=361199 29 26 22 27 29 30 21 31 20 20 20 40 25 24 39 38 196 27 26 45 122 33 34 515 512 116 25 20 21 internal_value=0 1.76247 7.06987 -0.2594 0.697779 -0.000552807 -1.53996 -4.52016 0.181939 -1.69379 -0.938652 4.93571e-05 -0.549299 1.08411 -1.11294 -0.57124 0.000338547 0.429937 0.069837 -0.177264 -9.84243e-06 0.61621 -0.0158998 -0.000331267 -0.249027 0.000375626 -0.0154471 1.68252 -1.57093 internal_weight=0 174 48 126 99 363158 142 52 90 40 70 363016 191 49 142 103 362825 294 267 241 362531 189 156 362342 1027 361315 65 50 50 internal_count=363332 174 48 126 99 363158 142 52 90 40 70 363016 191 49 142 103 362825 294 267 241 362531 189 156 362342 1027 361315 65 50 50 cat_boundaries=0 5 cat_threshold=135299072 263172 1052672 1080033280 4194304 is_linear=0 shrinkage=0.01 Tree=992 num_leaves=39 num_cat=3 split_feature=25 2 2 7 13 3 24 26 2 4 3 10 2 5 9 7 6 10 4 26 2 2 8 9 6 9 17 12 3 9 9 25 14 8 26 3 6 2 split_gain=1.69594e+06 1.01979e+08 1.16841e+07 3.43683e+07 1.17672e+07 9.0983e+06 3.09512e+06 6.7438e+06 1.75639e+06 3.06997e+06 2.06899e+06 2.59092e+06 3.73247e+06 1.28519e+06 1.11019e+06 1.38332e+06 1.50739e+06 1.30031e+06 5.94729e+06 812984 637667 780666 626837 2.67397e+06 1.8247e+06 1.50154e+06 604874 1.48503e+06 595469 587922 3.33138e+06 2.21035e+06 570695 554734 304607 307738 169233 85801.3 threshold=0 2682.0900000000006 2682.0900000000006 2822.9627650000007 220.59600000000003 1890.7105500000002 1 2022.5000000000002 300.34390000000008 1522.8167500000002 174.82625000000002 29.405000000000005 873.09500000000014 305.32623000000007 1972.2770000000003 1131.6606400000003 1937.6795000000002 3056.7500000000005 347.81250000000006 2022.5000000000002 234.80250000000004 117.64300000000001 1017.6571000000002 658.43074000000013 1529.30718 320.30100000000004 270.45080000000007 371.74280000000005 17.809616500000004 419.23800000000006 395.07800000000003 2 784.87910000000022 55.442500000000003 2022.5000000000002 135.86380000000003 77.151862500000007 624.21400000000006 decision_type=9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 6 14 4 5 34 7 -1 9 20 19 12 -12 33 17 26 32 22 -19 37 21 -8 29 25 -25 -24 27 28 -16 30 -2 -31 -17 36 35 -4 -9 -10 right_child=2 -3 3 -5 -6 -7 8 13 10 -11 11 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 31 -32 -33 -34 -35 -36 -37 -38 -39 leaf_value=1.6438568944407073 -0.00046781200081901848 19.234350953783309 -1.3078447540283205 -14.621591517130534 4.0246053825484385 -8.4879061707996186 -0.078425559927840158 -0.24980356128496817 -2.7723995780944826 3.8435143213272096 -1.2612088095623515 -2.1335395807930917 4.500208532159979 -2.5317010860443117 0.16328964175118341 -1.9993165111541749 -4.0176978268830679 -1.0924180613458156 5.8589677236080169 -1.1769337937491282 1.5605612232374109 -1.2468922988439011 0.21044836097219019 1.9476410052907751 -1.113445143285005 -1.2980383228961332 -1.544025212097168 2.2470837453466195 -1.7151953570048013 -0.50284376032977052 1.5535521421916243 0.19309711744735292 0.38960550689697265 1.0718487809598447 -1.775643543341221 0.35638026809692386 -1.2040109310150147 -3.6660344938798386 leaf_weight=339 357571 28 25 21 36 21 1852 263 21 20 23 33 22 25 45 20 23 32 20 35 23 59 356 127 23 81 25 26 27 971 138 848 20 32 39 20 20 22 leaf_count=339 357571 28 25 21 36 21 1852 263 21 20 23 33 22 25 45 20 23 32 20 35 23 59 356 127 23 81 25 26 27 971 138 848 20 32 39 20 20 22 internal_value=0 0.244264 -0.00162466 -2.68662 -0.90907 -2.60062 0.0544898 0.636423 -0.135153 -0.0542721 -1.1569 -0.00525668 1.55548 -0.349329 -0.000417636 -0.772796 -1.9778 -1.87595e-05 1.58119 -2.30854 -0.0945801 -0.114501 -0.000247084 0.326269 1.47827 -0.0691567 -0.155599 0.198591 -0.541142 -0.000780185 0.000131711 -0.180106 -0.804856 -0.176125 -1.12879 -0.568189 -0.317239 -3.22961 internal_weight=0 2817 360515 162 141 105 2789 679 2110 1954 156 78 45 340 360353 186 63 360167 52 78 1934 1911 360115 587 150 437 123 98 72 359528 357709 1819 40 315 84 45 283 43 internal_count=363332 2817 360515 162 141 105 2789 679 2110 1954 156 78 45 340 360353 186 63 360167 52 78 1934 1911 360115 587 150 437 123 98 72 359528 357709 1819 40 315 84 45 283 43 cat_boundaries=0 6 7 12 cat_threshold=1048576 0 0 0 2176 8192 7 8438272 360448 1573185 1075839008 12587008 is_linear=0 shrinkage=0.01 Tree=993 num_leaves=29 num_cat=1 split_feature=1 0 14 3 3 2 1 0 12 1 26 9 8 14 3 12 2 7 14 2 3 4 1 0 3 25 6 9 split_gain=5.23876e+06 1.80273e+07 5.09937e+07 4.12271e+06 6.27181e+06 3.28303e+06 7.09766e+06 3.31028e+06 2.98958e+06 1.82305e+06 1.50452e+06 550740 996697 1.26107e+06 2.11372e+06 999947 623921 530441 3.69168e+06 1.47106e+06 2.03732e+06 697512 3.4943e+06 1.59204e+06 624002 3.29364e+06 511898 86197.8 threshold=2781.5828000000006 2778.6210000000005 85.33120000000001 1890.7105500000002 543.62350000000004 2682.0900000000006 962.58510000000012 1275.1415000000002 124.32050000000002 168.10617800000003 2022.5000000000002 1972.2770000000003 52.941900000000011 860.52100000000007 888.08100000000013 87.133250000000018 385.09140000000008 1538.3385000000001 1182.8200000000004 1271.7445000000002 888.08100000000013 1888.1190000000004 1256.4300000000001 591.40200000000016 815.10500000000013 0 1937.6795000000002 2854.0889000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=5 3 -3 4 10 11 8 -8 9 -7 -2 17 27 15 -15 16 -14 21 19 20 -19 24 23 -23 26 -26 -1 -13 right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12 12 13 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 leaf_value=0.00015680033291735229 -2.5246380662918093 16.431217944805439 -4.254994846690785 -3.7153495237562391 4.6034780383932183 0.13172480821609497 -1.3965255871273223 -6.538662081072407 -2.5334473046234676 3.7156122797185724 0.41830351760512907 0.19915527557625493 -1.8088451315806464 -1.5861638252823442 2.6439557397933231 -2.9956493798139934 0.5404738121032715 0.26533269006378796 3.9487262962482594 2.3284430663402267 -2.0940806460910375 -0.55135627336189397 3.5636668537602283 1.895565535180709 -0.80204584969111847 0.32173254028133963 0.6645609728426769 0.96404267567854662 leaf_weight=361199 32 26 22 27 29 40 21 31 28 22 38 34 26 27 21 37 20 196 27 26 45 122 33 34 515 512 116 26 leaf_count=361199 32 26 22 27 29 40 21 31 28 22 38 34 26 27 21 37 20 196 27 26 45 122 33 34 515 512 116 26 internal_value=0 1.73503 6.95004 -0.251639 0.69301 -0.000545683 -1.52077 -4.46203 0.178622 1.40343 -0.927041 4.89799e-05 -0.536788 -1.02567 0.264513 -1.7718 -0.787402 0.000331584 0.424921 0.0685809 -0.175222 -1.2743e-05 0.607327 -0.0180528 -0.000329535 -0.246475 0.000370107 0.530606 internal_weight=0 174 48 126 99 363158 142 52 90 62 70 363016 191 131 48 83 46 362825 294 267 241 362531 189 156 362342 1027 361315 60 internal_count=363332 174 48 126 99 363158 142 52 90 62 70 363016 191 131 48 83 46 362825 294 267 241 362531 189 156 362342 1027 361315 60 cat_boundaries=0 5 cat_threshold=135299072 263172 1052672 1080033280 4194304 is_linear=0 shrinkage=0.01 Tree=994 num_leaves=33 num_cat=2 split_feature=1 0 14 3 3 2 1 0 12 1 0 24 3 0 2 3 0 0 8 1 5 10 5 0 24 13 5 14 1 2 0 12 split_gain=5.13451e+06 1.76685e+07 4.99789e+07 4.04066e+06 6.147e+06 3.2177e+06 6.95642e+06 3.24441e+06 2.93009e+06 1.78678e+06 537243 3.9588e+06 7.10905e+06 1.15099e+07 3.13662e+06 2.64434e+06 7.76407e+06 1.67819e+06 3.88716e+06 858110 782748 603444 3.33266e+06 392240 6.41897e+06 5.20447e+06 2.03866e+06 833380 1.2666e+06 580408 217634 105943 threshold=2781.5828000000006 2778.6210000000005 85.33120000000001 1890.7105500000002 543.62350000000004 2682.0900000000006 962.58510000000012 1275.1415000000002 124.32050000000002 168.10617800000003 1884.2950000000003 0 7.9742500000000005 2778.6210000000005 784.03650000000005 1.7373999999999998 2778.6210000000005 2778.6210000000005 487.53114000000005 28.142500000000002 670.57570000000021 3056.7500000000005 584.10300000000018 1117.6621800000003 1 430.86300000000011 842.25950000000023 1619.4627500000004 234.35700000000003 1827.1555000000001 116.97250000000001 191.72600000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=5 3 -3 4 30 10 8 -8 9 -7 21 12 13 -12 -14 16 19 20 -19 -13 -17 23 31 27 25 -25 -26 29 -29 -1 -2 -23 right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 11 15 14 -15 -16 17 -18 18 -20 -21 -22 22 -24 24 26 -27 -28 28 -30 -31 -32 -33 leaf_value=0.00038065245980332908 -0.39118369695302607 16.26690484853891 -4.2124447493119677 -3.678196012708876 4.5574433241219356 0.13040750885009766 -1.382560354868571 -6.4732753581385465 -2.5081128319672175 3.6784563237970525 -0.88639366398686947 0.93305577843277554 -3.9256246042251588 9.1179058854476267 0.88970217489427139 -2.4746355654398604 -6.6257371945534986 4.3146261433192663 -1.7698300048283166 -1.6380585330963136 -0.14983757563999719 -1.1740891952663659 4.2316750980558853 1.0968135640410146 -1.0431990575249592 6.4365276145935058 1.2627693311903212 -0.19254792170364315 -2.2124679436570123 -0.66536673240079225 -1.5081866096727776 -0.1684694037654183 leaf_weight=361844 37 26 22 27 29 40 21 31 28 22 23 27 24 23 31 30 31 21 21 25 28 20 21 209 259 20 45 119 42 131 33 22 leaf_count=361844 37 26 22 27 29 40 21 31 28 22 23 27 24 23 31 30 31 21 21 25 28 20 21 209 259 20 45 119 42 131 33 22 internal_value=0 1.71768 6.88054 -0.249122 0.68608 -0.000540359 -1.50556 -4.41741 0.176835 1.38939 4.83576e-05 -0.434718 1.10532 4.11576 -1.21153 -1.27539 -2.66454 -0.249938 1.2724 -0.303057 -1.35232 0.000388757 0.979001 0.00021876 0.271296 1.49776 -0.679503 -0.000180217 -0.719484 0.000139716 -0.917771 -0.647336 internal_weight=0 174 48 126 99 363158 142 52 90 62 363016 284 101 46 55 183 83 100 42 52 58 362732 63 362669 533 229 304 362136 161 361975 70 42 internal_count=363332 174 48 126 99 363158 142 52 90 62 363016 284 101 46 55 183 83 100 42 52 58 362732 63 362669 533 229 304 362136 161 361975 70 42 cat_boundaries=0 1 2 cat_threshold=1362 2087 is_linear=0 shrinkage=0.01 Tree=995 num_leaves=32 num_cat=3 split_feature=1 25 2 15 9 2 0 25 7 6 1 12 21 1 12 18 9 4 13 26 9 13 25 26 8 2 14 14 12 15 8 split_gain=2.57118e+06 2.73751e+07 4.51521e+07 2.74155e+07 7.90888e+06 2.01176e+07 3.01973e+07 3.83959e+06 5.11318e+06 2.04193e+06 2.08527e+07 1.94954e+06 1.03883e+06 1.88247e+06 953194 938893 2.98046e+06 900468 632039 684010 621998 582072 3.52029e+06 675306 491573 298735 221391 281518 216537 170893 72158.5 threshold=1461.4925000000003 0 2682.0900000000006 1947.7010000000002 2854.0889000000006 2682.0900000000006 1519.5755740000002 1 610.83000000000004 2976.3936000000008 523.64669700000002 1017.6685000000001 704.21750000000009 523.64669700000002 117.19185000000002 1734.8725725000002 487.08190000000008 152.02052500000002 26.254000000000001 2022.5000000000002 2854.0889000000006 26.656750000000006 2 2022.5000000000002 423.76650000000006 24.190470000000001 628.97726050000017 197.68931650000002 556.80950000000018 10.998000000000003 118.73000000000002 decision_type=2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=9 2 14 4 5 7 -7 11 -9 12 18 -3 15 24 17 20 25 -2 19 -11 21 23 -23 -1 26 29 27 -14 30 -17 -22 right_child=1 3 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 28 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 leaf_value=0.011248068641859151 -1.5754223251342774 -2.3676858134738734 -15.113494807734636 10.863915747801464 -6.2527009220123295 -1.9516890716552735 15.217572944277808 -0.37697276413147085 3.4947147227496633 -1.8549133246285576 10.486154684066774 0.86643158132379716 -0.054065545891245292 -2.7607466332521291 -2.9879394796620247 -0.32378869953155515 3.6045850303967799 0.95763454064078957 -2.6537847709655762 0.59319334764480591 -0.99302887105941784 1.1895864451098028 0.041793674954749199 -0.016601625165259225 -1.4523370785867014 -1.2061348695755005 0.87565684591020854 -1.2956952239218213 -0.1931129615957087 0.8706072301449983 -1.8323167199180239 leaf_weight=180450 36 122 33 24 20 20 21 203 41 21 20 22 140 36 23 25 30 23 20 25 20 263 12735 168250 31 20 21 21 22 23 21 leaf_count=180450 36 122 33 24 20 20 21 203 41 21 20 22 140 36 23 25 30 23 20 25 20 263 12735 168250 31 20 21 21 22 23 21 internal_value=0 -0.661532 -4.81726 0.44136 -0.105918 0.180645 6.84232 -0.523295 0.262826 0.000273304 1.54098 -1.75192 -9.26102e-05 -0.64578 -1.26112 0.000351696 0.979021 -0.587959 -1.16968 -0.524421 8.65774e-05 0.000259631 0.0659653 -0.00218959 -0.288321 -0.179315 -0.0900548 -0.216017 -0.993456 0.248526 -1.42291 internal_weight=0 588 115 473 449 429 41 388 244 362194 86 144 362108 249 82 361859 98 59 66 46 361761 361698 12998 348700 213 68 182 161 63 48 41 internal_count=362782 588 115 473 449 429 41 388 244 362194 86 144 362108 249 82 361859 98 59 66 46 361761 361698 12998 348700 213 68 182 161 63 48 41 cat_boundaries=0 7 8 12 cat_threshold=0 0 4096 1073741824 0 0 128 1081344 8388608 0 20 512 is_linear=0 shrinkage=0.01 Tree=996 num_leaves=33 num_cat=4 split_feature=1 25 3 15 2 10 25 24 3 6 1 7 5 0 4 0 8 7 13 26 24 0 0 5 14 15 0 0 7 2 0 0 split_gain=2.52002e+06 2.68304e+07 6.94348e+07 2.687e+07 7.5375e+06 3.82983e+07 3.81525e+06 5.69199e+06 1.26432e+07 2.00129e+06 2.04377e+07 1.84897e+06 2.588e+06 1.54462e+06 1.41465e+06 900880 746820 735422 619461 670398 493331 7.83272e+06 3.35614e+06 7.14012e+06 1.51964e+06 1.74263e+06 1.41798e+06 897461 2.05468e+06 757794 383411 352651 threshold=1461.4925000000003 0 2725.8677800000005 1947.7010000000002 2682.0900000000006 254.53800000000004 1 2 543.62350000000004 2976.3936000000008 523.64669700000002 1538.3385000000001 772.27550000000008 992.19979999999998 252.69399999999999 747.41500000000008 2971.7767500000004 55.071960000000011 26.254000000000001 2022.5000000000002 3 2778.6210000000005 2778.6210000000005 52.97787000000001 860.52100000000007 362.50000000000006 1275.1415000000002 561.94500000000005 1538.3385000000001 2682.0900000000006 149.25200000000004 275.71500000000009 decision_type=2 9 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 14 4 6 -6 11 8 -8 16 18 12 -3 -9 30 -16 20 -18 19 -11 21 24 27 -24 26 -26 -1 29 -29 -22 -2 -19 right_child=1 3 -4 -5 5 -7 7 13 -10 10 -12 -13 -14 -15 15 -17 17 31 -20 -21 22 -23 23 -25 25 -27 -28 28 -30 -31 -32 -33 leaf_value=0.010830874974558358 -1.2820418521336145 -2.1465123468974854 -19.560119246702929 10.755276670853299 12.152432470703125 -5.9383588617498217 -0.19923461518353885 -0.53281546184649831 7.3552240642905238 -1.8363641965956916 10.381292904853822 -4.5485764258248462 0.98969578061785013 -3.0452146215736868 -1.3192101721763612 1.5282306251525879 0.31069814893934466 -1.014658983482255 -2.6272468833923344 0.58726140060424803 -0.0071665210116034 4.3841598608435657 -4.9603666104768456 2.4213961143493652 0.25785851214383099 2.8485092495679858 0.92733524660386979 -0.33620799557896958 1.9934796252617468 -1.263788466155529 -3.1509369460396148 -2.7666216964721677 leaf_weight=150635 21 106 26 24 25 22 72 104 32 21 20 21 35 32 20 25 27 27 20 25 209638 41 38 20 74 40 169 1292 39 48 23 20 leaf_count=150635 21 106 26 24 25 22 72 104 32 21 20 21 35 32 20 25 27 27 20 25 209638 41 38 20 74 40 169 1292 39 48 23 20 internal_value=0 -0.654916 -4.76909 0.436946 -0.104859 3.6844 -0.547882 0.27265 1.93879 0.000270911 1.52557 -1.67681 -1.36802 -1.04698 -0.983965 0.262701 -9.13441e-05 -1.00459 -1.15799 -0.519176 0.000113975 0.0139168 -0.00975786 -2.41493 0.0127304 1.16686 0.011858 -0.00909724 -0.267945 -0.00745418 -2.25896 -1.76018 internal_weight=0 588 115 473 449 47 402 240 104 362194 86 162 141 136 89 45 362108 74 66 46 362034 150959 211075 58 150918 114 150804 211017 1331 209686 44 47 internal_count=362782 588 115 473 449 47 402 240 104 362194 86 162 141 136 89 45 362108 74 66 46 362034 150959 211075 58 150918 114 150804 211017 1331 209686 44 47 cat_boundaries=0 7 8 9 10 cat_threshold=0 0 4096 1073741824 0 0 128 135299072 3363 1047 is_linear=0 shrinkage=0.01 Tree=997 num_leaves=35 num_cat=4 split_feature=1 25 3 2 3 25 24 3 6 1 13 3 4 1 13 0 21 1 2 18 9 0 9 13 26 13 25 26 8 0 6 3 14 14 split_gain=2.46987e+06 2.62965e+07 6.8053e+07 2.50769e+07 4.0436e+07 3.95187e+06 5.40627e+06 1.04458e+07 1.96147e+06 2.0031e+07 1.92811e+06 2.51251e+06 1.3865e+06 1.30096e+06 1.45586e+06 1.0812e+06 1.02123e+06 1.85038e+06 953306 917152 2.91946e+06 882952 607226 607134 657057 571204 3.45343e+06 662169 481935 375781 296160 262780 215336 275870 threshold=1461.4925000000003 0 2725.8677800000005 2682.0900000000006 2725.8677800000005 1 2 543.62350000000004 2976.3936000000008 523.64669700000002 1175.575 1493.1141200000004 252.69399999999999 2781.5828000000006 76.239500000000007 157.50375000000003 704.21750000000009 523.64669700000002 784.03650000000005 1734.8725725000002 487.08190000000008 747.41500000000008 2854.0889000000006 26.254000000000001 2022.5000000000002 26.656750000000006 3 2022.5000000000002 423.76650000000006 149.25200000000004 41.325565000000005 55.432500000000005 628.97726050000017 197.68931650000002 decision_type=2 9 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=8 2 12 5 -5 10 7 15 16 23 11 18 29 14 -8 -7 19 28 -3 22 30 -14 25 24 -10 27 -27 -1 32 -2 -21 -24 33 -18 right_child=1 3 -4 4 -6 6 13 -9 9 -11 -12 -13 21 -15 -16 -17 17 -19 -20 20 -22 -23 31 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.011139114291501133 -1.2692214316413517 -2.0764415209721294 -19.364518197132991 -0.2653330556084128 16.902613233483354 -0.41399322112401332 0.22294196002091035 7.1771377848386759 -1.8180005668458483 10.277480375289917 0.72644419439907737 -4.8477603714554398 -1.3060180697441102 -2.7407180511951448 -2.5893404402335483 2.2223960433687484 -0.053483843635235513 -2.7371452603737514 -0.10914382441176308 0.32440488815307617 3.5661784725189212 1.5129482391357423 -0.44019368017042004 -2.6009744110107422 0.58138882322311403 1.1782493257413418 0.041407368228082442 -0.016438357095803477 -1.4384359655072612 -3.1194275947239092 -1.0443108545303346 -1.7520275988945593 0.86284047807965969 -1.2825956171183359 leaf_weight=180450 21 78 26 34 23 60 79 30 21 20 29 27 20 32 24 21 140 36 36 43 30 25 37 20 25 263 12735 168250 31 23 25 26 21 21 leaf_count=180450 21 78 26 34 23 60 79 30 21 20 29 27 20 32 24 21 140 36 36 43 30 25 37 20 25 263 12735 168250 31 23 25 26 21 21 internal_value=0 -0.648367 -4.7214 0.432577 6.66208 -0.410587 0.409805 1.95987 0.000268202 1.51031 -1.53175 -2.10483 -0.974125 -0.911964 -0.432347 0.269515 -9.04307e-05 -0.640287 -1.45519 0.000350097 0.967622 0.260074 8.80656e-05 -1.14641 -0.513985 0.000259052 0.0653484 -0.00216719 -0.285888 -2.23637 -0.178799 -0.981585 -0.0895747 -0.213803 internal_weight=0 588 115 473 57 416 246 111 362194 86 170 141 89 135 103 81 362108 249 114 361859 98 45 361761 66 46 361698 12998 348700 213 44 68 63 182 161 internal_count=362782 588 115 473 57 416 246 111 362194 86 170 141 89 135 103 81 362108 249 114 361859 98 45 361761 66 46 361698 12998 348700 213 44 68 63 182 161 cat_boundaries=0 7 8 9 13 cat_threshold=0 0 4096 1073741824 0 0 128 135299072 2347 8388608 0 20 512 is_linear=0 shrinkage=0.01 Tree=998 num_leaves=31 num_cat=2 split_feature=1 25 3 15 9 3 0 9 3 6 1 4 21 1 18 9 0 9 13 26 13 25 26 8 0 11 6 12 4 10 split_gain=2.42072e+06 2.57732e+07 6.66988e+07 2.6059e+07 7.81647e+06 2.34528e+07 3.86977e+06 4.66707e+06 3.61133e+06 1.92243e+06 1.96324e+07 1.35891e+06 1.00091e+06 1.81356e+06 898900 2.86136e+06 865382 595143 595052 643981 559994 3.38731e+06 648992 472344 368303 292392 290266 155995 232296 168085 threshold=1461.4925000000003 0 2725.8677800000005 1947.7010000000002 2854.0889000000006 2725.8677800000005 1117.6621800000003 1022.5259020000002 543.62350000000004 2976.3936000000008 523.64669700000002 252.69399999999999 704.21750000000009 523.64669700000002 1734.8725725000002 487.08190000000008 747.41500000000008 2854.0889000000006 26.254000000000001 2022.5000000000002 26.656750000000006 1 2022.5000000000002 423.76650000000006 149.25200000000004 367.37175000000008 41.325565000000005 191.72600000000003 116.58780000000002 137.52250000000001 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=9 2 11 4 5 6 8 -8 -3 12 18 24 14 23 17 26 -13 20 19 -11 22 -22 -1 27 -2 -19 -16 28 -14 -29 right_child=1 3 -4 -5 -6 -7 7 -9 -10 10 -12 16 13 -15 15 -17 -18 25 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.011027723377176524 -1.2565292376563664 -0.47089729832219229 -19.170872965592604 10.589643203417461 -6.2161276054382322 8.7064852326711009 -3.3376470222805121 1.3528762665288201 2.175276650955428 -1.7998205484662737 10.174705694198607 -1.2929579372406006 -0.076364739723827527 -2.7097737873925105 0.32116082790286044 3.5305167338053383 1.4978187938690186 -1.5617572510242463 -2.5749647254943846 0.57557495346069343 1.1668983796293482 0.040993619325403054 -0.01627397347777023 -1.4240515745839764 -3.0882332901332687 -0.18511935693246348 -1.0338677433013916 -0.231215806220259 -1.1979212825948542 0.99384059945742298 leaf_weight=180450 21 224 26 24 20 30 79 29 67 21 20 20 115 36 43 30 25 36 20 25 263 12735 168250 31 23 27 25 21 22 24 leaf_count=180450 21 224 26 24 20 30 79 29 67 21 20 20 115 36 43 30 25 36 20 25 263 12735 168250 31 23 27 25 21 22 24 internal_value=0 -0.641884 -4.67418 0.428251 -0.105359 0.179525 -0.461599 -2.07815 0.138359 0.000265857 1.49521 -0.964384 -8.91894e-05 -0.633884 0.000346933 0.957946 0.257474 8.75221e-05 -1.13494 -0.508845 0.000256799 0.0647043 -0.00214552 -0.283029 -2.21401 -0.97177 -0.177011 -0.088679 -0.256469 0.422148 internal_weight=0 588 115 473 449 429 399 108 291 362194 86 89 362108 249 361859 98 45 361761 66 46 361698 12998 348700 213 44 63 68 182 137 45 internal_count=362782 588 115 473 449 429 399 108 291 362194 86 89 362108 249 361859 98 45 361761 66 46 361698 12998 348700 213 44 63 68 182 137 45 cat_boundaries=0 7 11 cat_threshold=0 0 4096 1073741824 0 0 128 8388608 0 20 512 is_linear=0 shrinkage=0.01 Tree=999 num_leaves=30 num_cat=3 split_feature=1 25 3 15 9 3 0 25 6 1 6 21 1 18 9 9 13 26 5 25 1 11 3 19 2 11 15 0 22 split_gain=2.37255e+06 2.52603e+07 6.53715e+07 2.55405e+07 7.66092e+06 2.29861e+07 3.80531e+06 2.77369e+06 1.88417e+06 1.92417e+07 1.30848e+06 980993 1.77747e+06 881011 2.80442e+06 583300 583210 631166 556652 3.02026e+06 1.133e+06 461151 421149 305769 286729 286573 168816 152647 57318.7 threshold=1461.4925000000003 0 2725.8677800000005 1947.7010000000002 2854.0889000000006 2725.8677800000005 2778.6210000000005 1 2976.3936000000008 523.64669700000002 610.50250000000017 704.21750000000009 523.64669700000002 1734.8725725000002 487.08190000000008 2854.0889000000006 26.254000000000001 2022.5000000000002 553.36150000000009 2 1256.4300000000001 420.87650000000008 343.31355000000002 575.81500000000017 24.190470000000001 367.37175000000008 10.998000000000003 39.765000000000008 292.72716500000001 decision_type=2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=8 2 10 4 5 6 7 -3 11 16 22 13 21 15 24 18 17 -10 20 -20 -1 27 -2 -23 26 -17 -15 28 -13 right_child=1 3 -4 -5 -6 -7 -8 -9 9 -11 -12 12 -14 14 -16 25 -18 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.00030696380253546272 -1.0922941225002973 -1.3012232948839664 -18.979164331876316 10.483747128248215 -6.1539660530090332 8.6194206040700276 -4.2342211822509768 0.44358122550487517 -1.7818223817007883 10.072958002090454 0.93269759728358337 -0.072148861283605745 -2.6826760506629945 -0.32491221799850467 3.4952115648587547 -1.5461396868692503 -2.5492150993347167 0.56981915931701654 0.73564749678736474 -0.12460311317550284 -1.0107689296877063 -0.40553485913710163 -2.7759388995170595 -2.1139550943374634 -1.181216513156891 -0.18326818890041774 0.86220547489497978 0.62560518145561217 -0.54733390378229541 leaf_weight=359804 39 134 26 24 20 30 25 240 21 20 26 110 36 25 30 36 20 25 617 1166 111 22 24 20 20 27 23 28 33 leaf_count=359804 39 134 26 24 20 30 25 240 21 20 26 110 36 25 30 36 20 25 617 1166 111 22 24 20 20 27 23 28 33 internal_value=0 -0.635465 -4.62744 0.423969 -0.104305 0.17773 -0.456983 -0.204494 0.000263532 1.48026 -0.95474 -8.79639e-05 -0.627545 0.000343798 0.948367 8.69809e-05 -1.12359 -0.503756 0.000254565 0.17651 -0.000618596 -0.280199 -1.73368 -1.21907 -0.175241 -0.962052 0.243915 -0.0495991 -0.181807 internal_weight=0 588 115 473 449 429 399 374 362194 86 89 362108 249 361859 98 361761 66 46 361698 1783 359915 213 63 42 68 63 48 171 143 internal_count=362782 588 115 473 449 429 399 374 362194 86 89 362108 249 361859 98 361761 66 46 361698 1783 359915 213 63 42 68 63 48 171 143 cat_boundaries=0 7 8 15 cat_threshold=0 0 4096 1073741824 0 0 128 1081344 145753600 134546496 1577024 65536 4198400 16384 4 is_linear=0 shrinkage=0.01 end of trees feature_importances: precio_total_lag_1=3569 precio_total_lag_2=3377 precio_total_lag_4=3074 precio_total_lag_3=2962 precio_total_lag_5=2116 marca_id_encoded=2106 precio_total_lag_6=1847 precio_total_lag_8=1798 precio_total_lag_7=1692 precio_total_lag_9=1423 precio_total_lag_10=1289 mes=1135 precio_total_lag_11=1085 año=1061 precio_total_lag_13=845 precio_total_lag_12=823 precio_total_lag_14=653 precio_total_lag_15=575 precio_total_lag_16=513 precio_total_lag_17=406 precio_total_lag_20=392 precio_total_lag_19=369 precio_total_lag_18=353 precio_total_lag_21=177 precio_total_lag_24=112 precio_total_lag_22=104 precio_total_lag_23=36 parameters: [boosting: gbdt] [objective: regression] [metric: rmse] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 1000] [learning_rate: 0.01] [num_leaves: 64] [num_threads: 0] [seed: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 7] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 5] [bagging_seed: 3] [feature_fraction: 0.8] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 1] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: 24,25,27] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 183, 184, 185, 187, 188, 191, 193, 196, 199, 218, 220, 225, 232, 235, 247, 253, 268, 273, 277, 281, 286, 287, 288], [5]]